From 1074dbd8b0449f0f80237479f83da63d9c3da8f2 Mon Sep 17 00:00:00 2001
From: EstelleDa <baishenlonger@live.com.sg>
Date: Wed, 19 Nov 2025 17:51:11 +1100
Subject: [PATCH 001/157] Add upload your data section on Home page

---
 src/components/screens/HomeScreen.vue | 44 ++++++++++++++++++++++++++-
 src/composition/auth.ts               |  9 ++++++
 2 files changed, 52 insertions(+), 1 deletion(-)

diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index 6063f7ce..03608ab5 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -72,6 +72,17 @@
             </table>
           </template>
         </Card>
+        <Card class="mt-4">
+          <template #title>Upload Your Data</template>
+          <template #content>
+            <Button class="p-button-sm" @click="addExperiment"
+              >Add an experiment</Button
+            >&nbsp;&nbsp;
+            <Button class="p-button-sm" @click="addScoreSet"
+                >Add a score set</Button
+              >
+          </template>
+        </Card>
       </div>
       <div class="col-12">
         <HighlightsView model="ScoreSet"></HighlightsView>
@@ -130,15 +141,46 @@
 </template>
 
 <script>
+import Button from 'primevue/button'
 import Card from 'primevue/card'
 
 import config from '@/config'
 import DefaultLayout from '@/components/layout/DefaultLayout'
 import HighlightsView from '@/components/common/HighlightsView.vue';
 
+import {useRouter} from 'vue-router'
+import useAuth from '@/composition/auth'
+
 export default {
   name: 'HomeScreen',
-  components: {Card, DefaultLayout, HighlightsView},
+  components: {Button, Card, DefaultLayout, HighlightsView},
+  setup() {
+    const router = useRouter()
+    const { userIsAuthenticated, signIn } = useAuth()
+
+    const addScoreSet = () => {
+      if (userIsAuthenticated.value) {
+        router.push({ name: 'createScoreSet' })
+      } else {
+        sessionStorage.setItem("postLoginRedirect", "createScoreSet")
+        signIn()
+      }
+    }
+    const addExperiment = () => {
+      if (userIsAuthenticated.value) {
+        router.push({ name: 'createExperiment' })
+      } else {
+        sessionStorage.setItem("postLoginRedirect", "createExperiment")
+        signIn()
+      }
+    }
+    return { 
+      addScoreSet, 
+      addExperiment,
+      userIsAuthenticated
+    }
+  },
+
   data: function() {
     return {config}
   },
diff --git a/src/composition/auth.ts b/src/composition/auth.ts
index eff0071d..d847891f 100644
--- a/src/composition/auth.ts
+++ b/src/composition/auth.ts
@@ -13,6 +13,7 @@ import _ from 'lodash'
 import {computed, watch} from 'vue'
 // @ts-expect-error It's troublesome to get types for useStore; see store/index.ts for more details.
 import {useStore} from 'vuex'
+import {useRouter} from 'vue-router'
 
 import {
   beginAuthentication as orcidBeginAuthentication,
@@ -27,6 +28,14 @@ export default () => {
 
   const signIn = () => orcidBeginAuthentication()
 
+  const redirect = sessionStorage.getItem("postLoginRedirect")
+
+  if (redirect) {
+    const router = useRouter()
+    router.push({ name: redirect })
+    sessionStorage.removeItem("postLoginRedirect")
+  }
+
   // Sign the user out. We do not perform a server-side OIDC logout, because ORCID does not support it by providing a
   // logout URL. We simply remove the authentication information from the client. The user's browser will remain logged
   // into ORCID for other applications, though we will ask ORCID to re-check credentials next time the user tries to

From 59bd5b9579f2cec64ef1cbf84889e65aaf8ad293 Mon Sep 17 00:00:00 2001
From: EstelleDa <baishenlonger@live.com.sg>
Date: Tue, 25 Nov 2025 17:02:11 +1100
Subject: [PATCH 002/157] Add an alerting message on multiple pages if users
 don't sign in. Directing users to original planning page after sign in.

---
 src/components/screens/CollectionsView.vue   | 18 +++++++-
 src/components/screens/DashboardView.vue     | 16 ++++++-
 src/components/screens/ExperimentCreator.vue | 18 +++++---
 src/components/screens/ScoreSetCreator.vue   | 15 ++++++-
 src/composition/auth.ts                      |  6 +--
 src/lib/orcid.ts                             |  5 ++-
 src/router/index.ts                          | 46 +++++++++++++++-----
 7 files changed, 101 insertions(+), 23 deletions(-)

diff --git a/src/components/screens/CollectionsView.vue b/src/components/screens/CollectionsView.vue
index 4973cb91..6c513c3c 100644
--- a/src/components/screens/CollectionsView.vue
+++ b/src/components/screens/CollectionsView.vue
@@ -1,5 +1,8 @@
 <template>
-  <DefaultLayout>
+  <DefaultLayout v-if="!userIsAuthenticated">
+    <p>You may <a href="#" @click.prevent="signInCollection">sign in</a> to view or add your collections.</p>
+  </DefaultLayout>
+  <DefaultLayout v-else>
     <div>
       <div class="mavedb-1000px-col">
         <div class="mave-screen-title-bar">
@@ -76,6 +79,7 @@ import {useHead} from '@unhead/vue'
 import CollectionCreator from '@/components/CollectionCreator'
 import DefaultLayout from '@/components/layout/DefaultLayout'
 import PageLoading from '@/components/common/PageLoading'
+import useAuth from '@/composition/auth'
 import useFormatters from '@/composition/formatters'
 import config from '@/config'
 
@@ -86,7 +90,17 @@ export default {
 
   setup: () => {
     useHead({title: 'My saved collections'})
-    return useFormatters()
+    const {signIn, userIsAuthenticated} = useAuth()
+    const signInCollection = () => {
+      sessionStorage.setItem('postLoginRedirect', 'collections')
+      signIn()
+    }
+
+    return {
+      signInCollection,
+      userIsAuthenticated,
+      ...useFormatters(),
+    }
   },
 
   data: () => ({
diff --git a/src/components/screens/DashboardView.vue b/src/components/screens/DashboardView.vue
index b8ab57b8..173a2533 100644
--- a/src/components/screens/DashboardView.vue
+++ b/src/components/screens/DashboardView.vue
@@ -1,5 +1,8 @@
 <template>
-  <DefaultLayout>
+  <DefaultLayout v-if="!userIsAuthenticated">
+    <p>You may <a href="#" @click.prevent="signInDashboard">sign in</a> to view your data.</p>
+  </DefaultLayout>
+  <DefaultLayout v-else>
     <h1>Welcome to MaveDB</h1>
     <TabView>
       <TabPanel header="Published">
@@ -37,6 +40,7 @@ import {useHead} from '@unhead/vue'
 import config from '@/config'
 import ScoreSetTable from '@/components/ScoreSetTable.vue'
 import DefaultLayout from '@/components/layout/DefaultLayout'
+import useAuth from '@/composition/auth'
 
 export default {
   name: 'HomeView',
@@ -45,6 +49,16 @@ export default {
 
   setup: () => {
     useHead({title: 'My dashboard'})
+    const {signIn, userIsAuthenticated} = useAuth()
+    const signInDashboard = () => {
+      sessionStorage.setItem('postLoginRedirect', 'dashboard')
+      signIn()
+    }
+
+    return {
+      signInDashboard,
+      userIsAuthenticated
+    }
   },
 
   data: function () {
diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index ee4b4bb0..c87a1066 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -4,7 +4,10 @@
     :is-first-login-prompt="false"
   />
   {{ experimentSetUrn }}
-  <DefaultLayout>
+  <DefaultLayout v-if="!userIsAuthenticated">
+    <p>You may <a href="#" @click.prevent="signInCreateExp">sign in</a> to upload data.</p>
+  </DefaultLayout>
+  <DefaultLayout v-else>
     <div class="mave-experiment-editor">
       <div v-if="itemStatus != 'NotLoaded'" class="mave-screen-title-bar">
         <div class="mave-screen-title">Edit experiment {{ item.urn }}</div>
@@ -647,7 +650,12 @@ export default {
   setup: () => {
     useHead({title: 'New experiment'})
 
-    const {userProfile} = useAuth()
+    const {signIn, userIsAuthenticated, userProfile} = useAuth()
+
+    const signInCreateExp = () => {
+      sessionStorage.setItem('postLoginRedirect', 'createExperiment')
+      signIn()
+    }
 
     const variantLibraryKeywordOptions = useItems({itemTypeName: `controlled-keywords-variant-search`})
     const endogenousSystemKeywordOptions = useItems({itemTypeName: `controlled-keywords-endo-system-search`})
@@ -675,6 +683,8 @@ export default {
     const publicationIdentifierSuggestions = useItems({itemTypeName: 'publication-identifier-search'})
     const externalPublicationIdentifierSuggestions = useItems({itemTypeName: 'external-publication-identifier-search'})
     return {
+      signInCreateExp,
+      userIsAuthenticated,
       userProfile,
       ...useFormatters(),
       ...useItem({itemTypeName: 'experiment'}),
@@ -989,9 +999,7 @@ export default {
     removePublicationIdentifier: function (event) {
       // If we are removing a primary publication identifier, also remove it from that list.
       const removedIdentifier = event.value.identifier
-      const primaryIdx = this.primaryPublicationIdentifiers.findIndex(
-        (pub) => pub.identifier == removedIdentifier
-      )
+      const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
       if (primaryIdx != -1) {
         this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
       }
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 38e15d04..6821aadf 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -3,7 +3,10 @@
     dialog="You must add an email address to your account to create or edit a score set. You can do so below, or on the 'Settings' page."
     :is-first-login-prompt="false"
   />
-  <DefaultLayout>
+  <DefaultLayout v-if="!userIsAuthenticated">
+    <p>You may <a href="#" @click.prevent="signInCreateScoreSet">sign in</a> to upload data.</p>
+  </DefaultLayout>
+  <DefaultLayout v-else>
     <div class="mave-score-set-editor">
       <div class="mave-screen-title-bar">
         <div class="mave-screen-title">Create a new score set</div>
@@ -1916,6 +1919,7 @@ import {useHead} from '@unhead/vue'
 import EntityLink from '@/components/common/EntityLink'
 import EmailPrompt from '@/components/common/EmailPrompt'
 import DefaultLayout from '@/components/layout/DefaultLayout'
+import useAuth from '@/composition/auth'
 import useScopedId from '@/composables/scoped-id'
 import useFormatters from '@/composition/formatters'
 import useItems from '@/composition/items'
@@ -2014,6 +2018,13 @@ export default {
   setup: () => {
     useHead({title: 'New score set'})
 
+    const {signIn, userIsAuthenticated} = useAuth()
+
+    const signInCreateScoreSet = () => {
+      sessionStorage.setItem('postLoginRedirect', 'createScoreSet')
+      signIn()
+    }
+
     const publicationIdentifierSuggestions = useItems({itemTypeName: 'publication-identifier-search'})
     const externalPublicationIdentifierSuggestions = useItems({itemTypeName: 'external-publication-identifier-search'})
 
@@ -2032,6 +2043,8 @@ export default {
     return {
       config: config,
 
+      signInCreateScoreSet,
+      userIsAuthenticated,
       ...useFormatters(),
       ...useScopedId(),
       editableExperiments: ref([]),
diff --git a/src/composition/auth.ts b/src/composition/auth.ts
index d847891f..69bc14af 100644
--- a/src/composition/auth.ts
+++ b/src/composition/auth.ts
@@ -28,12 +28,12 @@ export default () => {
 
   const signIn = () => orcidBeginAuthentication()
 
-  const redirect = sessionStorage.getItem("postLoginRedirect")
+  const redirect = sessionStorage.getItem('postLoginRedirect')
 
   if (redirect) {
     const router = useRouter()
-    router.push({ name: redirect })
-    sessionStorage.removeItem("postLoginRedirect")
+    router.push({name: redirect})
+    sessionStorage.removeItem('postLoginRedirect')
   }
 
   // Sign the user out. We do not perform a server-side OIDC logout, because ORCID does not support it by providing a
diff --git a/src/lib/orcid.ts b/src/lib/orcid.ts
index c1848c68..23babe17 100644
--- a/src/lib/orcid.ts
+++ b/src/lib/orcid.ts
@@ -137,7 +137,10 @@ export async function continueAuthenticationFromRedirect() {
   if (response.status == 200) {
     const newIdToken = response.data?.idToken
     setIdToken(newIdToken)
-    return '/'
+    const redirect = localStorage.getItem('redirectAfterLogin')
+    localStorage.removeItem('redirectAfterLogin')
+    // return redirect path OR default home
+    return redirect || '/'
   } else {
     throw 'Authentication error'
   }
diff --git a/src/router/index.ts b/src/router/index.ts
index 317666e8..8f857019 100644
--- a/src/router/index.ts
+++ b/src/router/index.ts
@@ -22,6 +22,7 @@ import SearchVariantsScreen from '@/components/screens/SearchVariantsScreen.vue'
 import SearchView from '@/components/screens/SearchView.vue'
 import SettingsScreen from '@/components/screens/SettingsScreen.vue'
 import StatisticsView from '@/components/screens/StatisticsView.vue'
+import {beginAuthentication, isAuthenticated} from '@/lib/orcid'
 import UsersView from '@/components/screens/UsersView.vue'
 import VariantMeasurementScreen from '@/components/screens/VariantMeasurementScreen.vue'
 import VariantScreen from '@/components/screens/VariantScreen.vue'
@@ -73,15 +74,19 @@ const routes: RouteRecordRaw[] = [
   },
   {
     path: '/settings',
-    component: SettingsScreen
+    component: SettingsScreen,
+    meta: {requiresAuth: true}
   },
   {
     path: '/dashboard',
-    component: DashboardView
+    name: 'dashboard',
+    component: DashboardView,
+    meta: {requiresAuth: true}
   },
   {
     path: '/users',
-    component: UsersView
+    component: UsersView,
+    meta: {requiresAuth: true}
   },
   {
     path: '/statistics',
@@ -97,24 +102,28 @@ const routes: RouteRecordRaw[] = [
   {
     name: 'createExperiment',
     path: '/create-experiment',
-    component: ExperimentCreator
+    component: ExperimentCreator,
+    meta: {requiresAuth: true}
   },
   {
     path: '/experiments/:urn/edit',
     name: '/editExperiment',
     component: ExperimentEditor,
-    props: (route) => ({itemId: route.params.urn})
+    props: (route) => ({itemId: route.params.urn}),
+    meta: {requiresAuth: true}
   },
   {
     path: '/create-score-set',
     name: 'createScoreSet',
-    component: ScoreSetCreator
+    component: ScoreSetCreator,
+    meta: {requiresAuth: true}
   },
   {
     path: '/experiment/:urn/create-score-set',
     name: 'createScoreSetInExperiment',
     component: ScoreSetCreator,
-    props: (route) => ({experimentUrn: route.params.urn})
+    props: (route) => ({experimentUrn: route.params.urn}),
+    meta: {requiresAuth: true}
   },
   {
     path: '/experiment-sets/:urn',
@@ -126,13 +135,15 @@ const routes: RouteRecordRaw[] = [
     path: '/experiment-sets/:urn/create-experiment',
     name: 'createExperimentInExperimentSet',
     component: ExperimentEditor,
-    props: (route) => ({experimentSetUrn: route.params.urn})
+    props: (route) => ({experimentSetUrn: route.params.urn}),
+    meta: {requiresAuth: true}
   },
   {
     path: '/score-sets/:urn/edit',
     name: 'editScoreSet',
     component: ScoreSetEditor,
-    props: (route) => ({itemId: route.params.urn})
+    props: (route) => ({itemId: route.params.urn}),
+    meta: {requiresAuth: true}
   },
   {
     path: '/score-sets/:urn',
@@ -145,7 +156,8 @@ const routes: RouteRecordRaw[] = [
   {
     path: '/collections',
     name: 'collections',
-    component: CollectionsView
+    component: CollectionsView,
+    meta: {requiresAuth: true}
   },
   {
     path: '/collections/:urn',
@@ -225,3 +237,17 @@ const router = createRouter({
 })
 
 export default router
+
+// ---- authentication guard ----
+router.beforeEach((to: RouteLocationNormalized, _from: RouteLocationNormalized, next) => {
+  if (to.meta.requiresAuth) {
+    if (!isAuthenticated.value) {
+      localStorage.setItem('redirectAfterLogin', to.fullPath)
+      beginAuthentication()
+    } else {
+      next()
+    }
+  } else {
+    next()
+  }
+})

From 4ee6ac2b02cd005503f433603491af8fe69461c9 Mon Sep 17 00:00:00 2001
From: EstelleDa <baishenlonger@live.com.sg>
Date: Fri, 28 Nov 2025 18:06:30 +1100
Subject: [PATCH 003/157] Modify the DefaultLayout.vue and related pages.

---
 src/components/layout/DefaultLayout.vue      | 25 +++++-
 src/components/screens/CollectionsView.vue   | 15 +---
 src/components/screens/DashboardView.vue     | 16 +---
 src/components/screens/ExperimentCreator.vue | 14 +---
 src/components/screens/ExperimentEditor.vue  | 10 +--
 src/components/screens/HomeScreen.vue        | 11 ---
 src/components/screens/ScoreSetCreator.vue   | 15 +---
 src/components/screens/ScoreSetEditor.vue    |  2 +-
 src/router/index.ts                          | 82 ++++++++++----------
 9 files changed, 74 insertions(+), 116 deletions(-)

diff --git a/src/components/layout/DefaultLayout.vue b/src/components/layout/DefaultLayout.vue
index 88635886..66c16a89 100644
--- a/src/components/layout/DefaultLayout.vue
+++ b/src/components/layout/DefaultLayout.vue
@@ -9,7 +9,15 @@
     />
     <div :class="wrapperClasses">
       <div :class="mainClasses">
-        <slot />
+        <template v-if="requireAuth && !userIsAuthenticated">
+          <div class="login-box">
+            <p>You may <a href="#" @click.prevent="signIn">sign in</a> to view this page.</p>
+          </div>
+        </template>
+        <!-- Public pages -->
+        <template v-else>
+          <slot />
+        </template>
         <Footer v-if="footer == 'flow'" />
       </div>
     </div>
@@ -25,6 +33,7 @@ import Toolbar from '@/components/layout/Toolbar.vue'
 import Footer from '@/components/layout/Footer.vue'
 import EmailPrompt from '@/components/common/EmailPrompt.vue'
 import {defineComponent, PropType} from 'vue'
+import useAuth from '@/composition/auth'
 
 export default defineComponent({
   name: 'DefaultLayout',
@@ -44,6 +53,10 @@ export default defineComponent({
       type: String as PropType<'hidden' | 'scroll'>,
       default: 'scroll'
     },
+    requireAuth: {
+      type: Boolean,
+      default: false
+    },
     width: {
       type: String as PropType<'fixed' | 'full'>,
       default: 'fixed'
@@ -58,6 +71,15 @@ export default defineComponent({
     }
   },
 
+  setup: () => {
+    const {signIn, userIsAuthenticated} = useAuth()
+
+    return {
+      signIn,
+      userIsAuthenticated
+    }
+  },
+
   computed: {
     mainClasses: function () {
       const classNames = ['mavedb-main']
@@ -150,7 +172,6 @@ export default defineComponent({
 }
 
 .mavedb-footer-pinned {
-
 }
 </style>
 
diff --git a/src/components/screens/CollectionsView.vue b/src/components/screens/CollectionsView.vue
index 6c513c3c..6809a913 100644
--- a/src/components/screens/CollectionsView.vue
+++ b/src/components/screens/CollectionsView.vue
@@ -1,8 +1,5 @@
 <template>
-  <DefaultLayout v-if="!userIsAuthenticated">
-    <p>You may <a href="#" @click.prevent="signInCollection">sign in</a> to view or add your collections.</p>
-  </DefaultLayout>
-  <DefaultLayout v-else>
+  <DefaultLayout :require-auth="true">
     <div>
       <div class="mavedb-1000px-col">
         <div class="mave-screen-title-bar">
@@ -79,7 +76,6 @@ import {useHead} from '@unhead/vue'
 import CollectionCreator from '@/components/CollectionCreator'
 import DefaultLayout from '@/components/layout/DefaultLayout'
 import PageLoading from '@/components/common/PageLoading'
-import useAuth from '@/composition/auth'
 import useFormatters from '@/composition/formatters'
 import config from '@/config'
 
@@ -90,15 +86,8 @@ export default {
 
   setup: () => {
     useHead({title: 'My saved collections'})
-    const {signIn, userIsAuthenticated} = useAuth()
-    const signInCollection = () => {
-      sessionStorage.setItem('postLoginRedirect', 'collections')
-      signIn()
-    }
-
+    
     return {
-      signInCollection,
-      userIsAuthenticated,
       ...useFormatters(),
     }
   },
diff --git a/src/components/screens/DashboardView.vue b/src/components/screens/DashboardView.vue
index 173a2533..caba6f0f 100644
--- a/src/components/screens/DashboardView.vue
+++ b/src/components/screens/DashboardView.vue
@@ -1,8 +1,5 @@
 <template>
-  <DefaultLayout v-if="!userIsAuthenticated">
-    <p>You may <a href="#" @click.prevent="signInDashboard">sign in</a> to view your data.</p>
-  </DefaultLayout>
-  <DefaultLayout v-else>
+  <DefaultLayout :require-auth="true">
     <h1>Welcome to MaveDB</h1>
     <TabView>
       <TabPanel header="Published">
@@ -40,7 +37,6 @@ import {useHead} from '@unhead/vue'
 import config from '@/config'
 import ScoreSetTable from '@/components/ScoreSetTable.vue'
 import DefaultLayout from '@/components/layout/DefaultLayout'
-import useAuth from '@/composition/auth'
 
 export default {
   name: 'HomeView',
@@ -49,16 +45,6 @@ export default {
 
   setup: () => {
     useHead({title: 'My dashboard'})
-    const {signIn, userIsAuthenticated} = useAuth()
-    const signInDashboard = () => {
-      sessionStorage.setItem('postLoginRedirect', 'dashboard')
-      signIn()
-    }
-
-    return {
-      signInDashboard,
-      userIsAuthenticated
-    }
   },
 
   data: function () {
diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index f5338a72..db5f89c1 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -4,10 +4,7 @@
     :is-first-login-prompt="false"
   />
   {{ experimentSetUrn }}
-  <DefaultLayout v-if="!userIsAuthenticated">
-    <p>You may <a href="#" @click.prevent="signInCreateExp">sign in</a> to upload data.</p>
-  </DefaultLayout>
-  <DefaultLayout v-else>
+  <DefaultLayout :require-auth="true">
     <div class="mave-experiment-editor">
       <div v-if="itemStatus != 'NotLoaded'" class="mave-screen-title-bar">
         <div class="mave-screen-title">Edit experiment {{ item.urn }}</div>
@@ -650,12 +647,7 @@ export default {
   setup: () => {
     useHead({title: 'New experiment'})
 
-    const {signIn, userIsAuthenticated, userProfile} = useAuth()
-
-    const signInCreateExp = () => {
-      sessionStorage.setItem('postLoginRedirect', 'createExperiment')
-      signIn()
-    }
+    const {userProfile} = useAuth()
 
     const variantLibraryKeywordOptions = useItems({itemTypeName: `controlled-keywords-variant-search`})
     const endogenousSystemKeywordOptions = useItems({itemTypeName: `controlled-keywords-endo-system-search`})
@@ -683,8 +675,6 @@ export default {
     const publicationIdentifierSuggestions = useItems({itemTypeName: 'publication-identifier-search'})
     const externalPublicationIdentifierSuggestions = useItems({itemTypeName: 'external-publication-identifier-search'})
     return {
-      signInCreateExp,
-      userIsAuthenticated,
       userProfile,
       ...useFormatters(),
       ...useItem({itemTypeName: 'experiment'}),
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index a52235b1..800dde75 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -1,9 +1,9 @@
 <template>
-  <DefaultLayout>
-    <EmailPrompt
-      dialog="You must add an email address to your account to create or edit an experiment. You can do so below, or on the 'Settings' page."
-      :is-first-login-prompt="false"
-    />
+  <EmailPrompt
+    dialog="You must add an email address to your account to create or edit an experiment. You can do so below, or on the 'Settings' page."
+    :is-first-login-prompt="false"
+  />
+  <DefaultLayout :require-auth="true">
     {{ experimentSetUrn }}
     <div class="mave-experiment-editor">
       <div class="grid">
diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index 03608ab5..63d4d9cb 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -156,28 +156,17 @@ export default {
   components: {Button, Card, DefaultLayout, HighlightsView},
   setup() {
     const router = useRouter()
-    const { userIsAuthenticated, signIn } = useAuth()
-
     const addScoreSet = () => {
-      if (userIsAuthenticated.value) {
         router.push({ name: 'createScoreSet' })
-      } else {
         sessionStorage.setItem("postLoginRedirect", "createScoreSet")
-        signIn()
-      }
     }
     const addExperiment = () => {
-      if (userIsAuthenticated.value) {
         router.push({ name: 'createExperiment' })
-      } else {
         sessionStorage.setItem("postLoginRedirect", "createExperiment")
-        signIn()
-      }
     }
     return { 
       addScoreSet, 
       addExperiment,
-      userIsAuthenticated
     }
   },
 
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index dca849e2..15e2d444 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -3,10 +3,7 @@
     dialog="You must add an email address to your account to create or edit a score set. You can do so below, or on the 'Settings' page."
     :is-first-login-prompt="false"
   />
-  <DefaultLayout v-if="!userIsAuthenticated">
-    <p>You may <a href="#" @click.prevent="signInCreateScoreSet">sign in</a> to upload data.</p>
-  </DefaultLayout>
-  <DefaultLayout v-else>
+  <DefaultLayout :require-auth="true">
     <div class="mave-score-set-editor">
       <div class="mave-screen-title-bar">
         <div class="mave-screen-title">Create a new score set</div>
@@ -1504,7 +1501,6 @@ import {useHead} from '@unhead/vue'
 import CalibrationEditor from '@/components/CalibrationEditor.vue'
 import EmailPrompt from '@/components/common/EmailPrompt'
 import DefaultLayout from '@/components/layout/DefaultLayout'
-import useAuth from '@/composition/auth'
 import useScopedId from '@/composables/scoped-id'
 import useFormatters from '@/composition/formatters'
 import useItems from '@/composition/items'
@@ -1584,13 +1580,6 @@ export default {
   setup: () => {
     useHead({title: 'New score set'})
 
-    const {signIn, userIsAuthenticated} = useAuth()
-
-    const signInCreateScoreSet = () => {
-      sessionStorage.setItem('postLoginRedirect', 'createScoreSet')
-      signIn()
-    }
-
     const publicationIdentifierSuggestions = useItems({itemTypeName: 'publication-identifier-search'})
     const externalPublicationIdentifierSuggestions = useItems({itemTypeName: 'external-publication-identifier-search'})
 
@@ -1611,8 +1600,6 @@ export default {
     return {
       config: config,
 
-      signInCreateScoreSet,
-      userIsAuthenticated,
       ...useFormatters(),
       ...useScopedId(),
       editableExperiments: ref([]),
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index 9d7ba55d..67c50469 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -3,7 +3,7 @@
     dialog="You must add an email address to your account to create or edit a score set. You can do so below, or on the 'Settings' page."
     :is-first-login-prompt="false"
   />
-  <DefaultLayout>
+  <DefaultLayout :require-auth="true">
     <div v-if="itemId && itemStatus == 'Loaded'" class="mave-score-set-editor">
       <div class="grid">
         <div class="col-12">
diff --git a/src/router/index.ts b/src/router/index.ts
index e5c2b2bc..8537892e 100644
--- a/src/router/index.ts
+++ b/src/router/index.ts
@@ -1,5 +1,5 @@
-import { createRouter, createWebHistory } from 'vue-router'
-import type { RouteLocationNormalized, RouteRecordRaw } from 'vue-router'
+import {createRouter, createWebHistory} from 'vue-router'
+import type {RouteLocationNormalized, RouteRecordRaw} from 'vue-router'
 
 import AboutView from '@/components/screens/AboutView.vue'
 import CollectionView from '@/components/screens/CollectionView.vue'
@@ -37,7 +37,7 @@ const routes: RouteRecordRaw[] = [
     name: 'home',
     component: HomeScreen,
     props: (route) => {
-      const { galaxyUrl, toolId, requestFromGalaxy } = route.query
+      const {galaxyUrl, toolId, requestFromGalaxy} = route.query
       const props = {
         galaxyUrl,
         toolId,
@@ -54,12 +54,12 @@ const routes: RouteRecordRaw[] = [
   },
   ...(config.CLINICAL_FEATURES_ENABLED
     ? [
-      {
-        path: '/mavemd',
-        name: 'mavemd',
-        component: SearchVariantsScreen
-      }
-    ]
+        {
+          path: '/mavemd',
+          name: 'mavemd',
+          component: SearchVariantsScreen
+        }
+      ]
     : []),
   {
     path: '/docs',
@@ -98,7 +98,7 @@ const routes: RouteRecordRaw[] = [
     path: '/experiments/:urn',
     name: 'experiment',
     component: ExperimentView,
-    props: (route) => ({ itemId: route.params.urn })
+    props: (route) => ({itemId: route.params.urn})
   },
   {
     name: 'createExperiment',
@@ -130,7 +130,7 @@ const routes: RouteRecordRaw[] = [
     path: '/experiment-sets/:urn',
     name: 'experimentSet',
     component: ExperimentSetView,
-    props: (route) => ({ itemId: route.params.urn })
+    props: (route) => ({itemId: route.params.urn})
   },
   {
     path: '/experiment-sets/:urn/create-experiment',
@@ -151,7 +151,7 @@ const routes: RouteRecordRaw[] = [
     name: 'scoreSet',
     component: ScoreSetView,
     props: (route) => ({
-      itemId: route.params.urn,
+      itemId: route.params.urn
     })
   },
   {
@@ -172,55 +172,55 @@ const routes: RouteRecordRaw[] = [
     path: '/collections/:urn',
     name: 'collection',
     component: CollectionView,
-    props: (route) => ({ itemId: route.params.urn })
+    props: (route) => ({itemId: route.params.urn})
   },
   ...(config.CLINICAL_FEATURES_ENABLED
     ? [
-      {
-        path: '/variants/:clingenAlleleId',
-        name: 'variant',
-        component: VariantScreen,
-        props: (route: RouteLocationNormalized) => ({
-          clingenAlleleId: route.params.clingenAlleleId
-        })
-      }
-    ]
+        {
+          path: '/variants/:clingenAlleleId',
+          name: 'variant',
+          component: VariantScreen,
+          props: (route: RouteLocationNormalized) => ({
+            clingenAlleleId: route.params.clingenAlleleId
+          })
+        }
+      ]
     : []),
   ...(config.CLINICAL_FEATURES_ENABLED
     ? [
-      {
-        path: '/variant-measurements/:urn',
-        name: 'variantMeasurement',
-        component: VariantMeasurementScreen,
-        props: (route: RouteLocationNormalized) => ({
-          variantUrn: route.params.urn
-        })
-      }
-    ]
+        {
+          path: '/variant-measurements/:urn',
+          name: 'variantMeasurement',
+          component: VariantMeasurementScreen,
+          props: (route: RouteLocationNormalized) => ({
+            variantUrn: route.params.urn
+          })
+        }
+      ]
     : []),
   {
     name: 'pubmedPublicationIdentifier',
     path: '/publication-identifiers/pubmed/:identifier',
     component: PublicationIdentifierView,
-    props: (route) => ({ itemId: route.params.identifier, name: route.name, dbId: 'PubMed' })
+    props: (route) => ({itemId: route.params.identifier, name: route.name, dbId: 'PubMed'})
   },
   {
     name: 'biorxivPublicationIdentifier',
     path: '/publication-identifiers/biorxiv/:identifier',
     component: PublicationIdentifierView,
-    props: (route) => ({ itemId: route.params.identifier, name: route.name, dbId: 'bioRxiv' })
+    props: (route) => ({itemId: route.params.identifier, name: route.name, dbId: 'bioRxiv'})
   },
   {
     name: 'medrxivPublicationIdentifier',
     path: '/publication-identifiers/medrxiv/:identifier',
     component: PublicationIdentifierView,
-    props: (route) => ({ itemId: route.params.identifier, name: route.name, dbId: 'medRxiv' })
+    props: (route) => ({itemId: route.params.identifier, name: route.name, dbId: 'medRxiv'})
   },
   {
     name: 'crossrefPublicationIdentifier',
     path: '/publication-identifiers/crossref/:identifier',
     component: PublicationIdentifierView,
-    props: (route) => ({ itemId: route.params.identifier, name: route.name, dbId: 'Crossref' })
+    props: (route) => ({itemId: route.params.identifier, name: route.name, dbId: 'Crossref'})
   },
   {
     path: '/oidc-callback',
@@ -236,7 +236,7 @@ const routes: RouteRecordRaw[] = [
     name: 'wizard-completion',
     path: '/score-sets/submit-completion/:urn',
     component: WizardCompletionView,
-    props: (route) => ({ itemId: route.params.urn })
+    props: (route) => ({itemId: route.params.urn})
   }
 ]
 
@@ -249,13 +249,9 @@ export default router
 
 // ---- authentication guard ----
 router.beforeEach((to: RouteLocationNormalized, _from: RouteLocationNormalized, next) => {
-  if (to.meta.requiresAuth) {
-    if (!isAuthenticated.value) {
-      localStorage.setItem('redirectAfterLogin', to.fullPath)
-      beginAuthentication()
-    } else {
-      next()
-    }
+  if (to.meta.requiresAuth && !isAuthenticated.value) {
+    localStorage.setItem('redirectAfterLogin', to.fullPath)
+    beginAuthentication()
   } else {
     next()
   }

From fafbc93ef0c55cda8f66faa0127d904e0468b09a Mon Sep 17 00:00:00 2001
From: EstelleDa <baishenlonger@live.com.sg>
Date: Tue, 2 Dec 2025 15:35:56 +1100
Subject: [PATCH 004/157] Remove some unnecessary parts and add a redirection
 function to DefaultLayout page.

---
 src/components/layout/DefaultLayout.vue | 9 ++++++++-
 src/components/screens/HomeScreen.vue   | 2 --
 src/composition/auth.ts                 | 8 --------
 3 files changed, 8 insertions(+), 11 deletions(-)

diff --git a/src/components/layout/DefaultLayout.vue b/src/components/layout/DefaultLayout.vue
index 66c16a89..c791399b 100644
--- a/src/components/layout/DefaultLayout.vue
+++ b/src/components/layout/DefaultLayout.vue
@@ -11,7 +11,7 @@
       <div :class="mainClasses">
         <template v-if="requireAuth && !userIsAuthenticated">
           <div class="login-box">
-            <p>You may <a href="#" @click.prevent="signIn">sign in</a> to view this page.</p>
+            <p>You may <a href="#" @click.prevent="signInWithRedirect">sign in</a> to view this page.</p>
           </div>
         </template>
         <!-- Public pages -->
@@ -74,8 +74,15 @@ export default defineComponent({
   setup: () => {
     const {signIn, userIsAuthenticated} = useAuth()
 
+    const signInWithRedirect = () => {
+      const currentFullPath = window.location.pathname + window.location.search + window.location.hash
+      localStorage.setItem('redirectAfterLogin', currentFullPath)
+      signIn()
+    }
+
     return {
       signIn,
+      signInWithRedirect,
       userIsAuthenticated
     }
   },
diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index 63d4d9cb..c47fa3b7 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -158,11 +158,9 @@ export default {
     const router = useRouter()
     const addScoreSet = () => {
         router.push({ name: 'createScoreSet' })
-        sessionStorage.setItem("postLoginRedirect", "createScoreSet")
     }
     const addExperiment = () => {
         router.push({ name: 'createExperiment' })
-        sessionStorage.setItem("postLoginRedirect", "createExperiment")
     }
     return { 
       addScoreSet, 
diff --git a/src/composition/auth.ts b/src/composition/auth.ts
index 69bc14af..5a721df1 100644
--- a/src/composition/auth.ts
+++ b/src/composition/auth.ts
@@ -28,14 +28,6 @@ export default () => {
 
   const signIn = () => orcidBeginAuthentication()
 
-  const redirect = sessionStorage.getItem('postLoginRedirect')
-
-  if (redirect) {
-    const router = useRouter()
-    router.push({name: redirect})
-    sessionStorage.removeItem('postLoginRedirect')
-  }
-
   // Sign the user out. We do not perform a server-side OIDC logout, because ORCID does not support it by providing a
   // logout URL. We simply remove the authentication information from the client. The user's browser will remain logged
   // into ORCID for other applications, though we will ask ORCID to re-check credentials next time the user tries to

From 6153e48dae4f5df554ac21e102efbf205a6d8e24 Mon Sep 17 00:00:00 2001
From: EstelleDa <baishenlonger@live.com.sg>
Date: Thu, 4 Dec 2025 15:35:53 +1100
Subject: [PATCH 005/157] Add molecular mechanism assessed controlled keywords
 to both Create Exp and Edit Exp pages.

---
 src/components/screens/ExperimentCreator.vue | 11 ++++++++++-
 src/components/screens/ExperimentEditor.vue  | 11 ++++++++++-
 src/lib/item-types.js                        | 10 ++++++++++
 3 files changed, 30 insertions(+), 2 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index db5f89c1..92be08d5 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -560,10 +560,15 @@ const KEYWORDS = [
     option: 'inVitroMechanismKeywordOptions'
   },
   {
-    key: 'Delivery method',
+    key: 'Delivery Method',
     descriptionLabel: 'Delivery method Description',
     option: 'deliveryMethodKeywordOptions'
   },
+  {
+    key: 'Molecular Mechanism Assessed',
+    descriptionLabel: 'Molecular Mechanism Assessed Description',
+    option: 'molecularMechanismAssessedKeywordOptions'
+  },
   {
     key: 'Phenotypic Assay Dimensionality',
     descriptionLabel: 'Phenotypic Assay Dimensionality Description',
@@ -655,6 +660,9 @@ export default {
     const inVitroSystemKeywordOptions = useItems({itemTypeName: `controlled-keywords-in-vitro-system-search`})
     const inVitroMechanismKeywordOptions = useItems({itemTypeName: `controlled-keywords-in-vitro-mechanism-search`})
     const deliveryMethodKeywordOptions = useItems({itemTypeName: `controlled-keywords-delivery-search`})
+    const molecularMechanismAssessedKeywordOptions = useItems({
+      itemTypeName: `controlled-keywords-molecular-mechanism-assessed-search`
+    })
     const phenotypicDimensionalityKeywordOptions = useItems({
       itemTypeName: `controlled-keywords-phenotypic-dimensionality-search`
     })
@@ -685,6 +693,7 @@ export default {
       inVitroSystemKeywordOptions: inVitroSystemKeywordOptions.items,
       inVitroMechanismKeywordOptions: inVitroMechanismKeywordOptions.items,
       deliveryMethodKeywordOptions: deliveryMethodKeywordOptions.items,
+      molecularMechanismAssessedKeywordOptions: molecularMechanismAssessedKeywordOptions.items,
       phenotypicDimensionalityKeywordOptions: phenotypicDimensionalityKeywordOptions.items,
       phenotypicMethodKeywordOptions: phenotypicMethodKeywordOptions.items,
       phenotypicMechanismKeywordOptions: phenotypicMechanismKeywordOptions.items,
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 800dde75..53163711 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -432,10 +432,15 @@ const KEYWORDS = [
     option: 'inVitroMechanismKeywordOptions'
   },
   {
-    key: 'Delivery method',
+    key: 'Delivery Method',
     descriptionLabel: 'Delivery method Description',
     option: 'deliveryMethodKeywordOptions'
   },
+  {
+    key: 'Molecular Mechanism Assessed',
+    descriptionLabel: 'Molecular Mechanism Assessed Description',
+    option: 'molecularMechanismAssessedKeywordOptions'
+  },
   {
     key: 'Phenotypic Assay Dimensionality',
     descriptionLabel: 'Phenotypic Assay Dimensionality Description',
@@ -526,6 +531,9 @@ export default {
     const inVitroSystemKeywordOptions = useItems({itemTypeName: `controlled-keywords-in-vitro-system-search`})
     const inVitroMechanismKeywordOptions = useItems({itemTypeName: `controlled-keywords-in-vitro-mechanism-search`})
     const deliveryMethodKeywordOptions = useItems({itemTypeName: `controlled-keywords-delivery-search`})
+    const molecularMechanismAssessedKeywordOptions = useItems({
+      itemTypeName: `controlled-keywords-molecular-mechanism-assessed-search`
+    })
     const phenotypicDimensionalityKeywordOptions = useItems({
       itemTypeName: `controlled-keywords-phenotypic-dimensionality-search`
     })
@@ -556,6 +564,7 @@ export default {
       inVitroSystemKeywordOptions: inVitroSystemKeywordOptions.items,
       inVitroMechanismKeywordOptions: inVitroMechanismKeywordOptions.items,
       deliveryMethodKeywordOptions: deliveryMethodKeywordOptions.items,
+      molecularMechanismAssessedKeywordOptions: molecularMechanismAssessedKeywordOptions.items,
       phenotypicDimensionalityKeywordOptions: phenotypicDimensionalityKeywordOptions.items,
       phenotypicMethodKeywordOptions: phenotypicMethodKeywordOptions.items,
       phenotypicMechanismKeywordOptions: phenotypicMechanismKeywordOptions.items,
diff --git a/src/lib/item-types.js b/src/lib/item-types.js
index 204e6664..84af1d35 100644
--- a/src/lib/item-types.js
+++ b/src/lib/item-types.js
@@ -70,6 +70,16 @@ const itemTypes = {
       }
     }
   },
+  'controlled-keywords-molecular-mechanism-assessed-search': {
+    name: 'controlled-keywords-molecular-mechanism-assessed',
+    restCollectionName: 'controlled-keywords',
+    httpOptions: {
+      list: {
+        method: 'get',
+        url: `${config.apiBaseUrl}/controlled-keywords/molecular mechanism assessed`
+      }
+    }
+  },
   'controlled-keywords-phenotypic-dimensionality-search': {
     name: 'controlled-keywords-phenotypic-assay-dimensionality',
     restCollectionName: 'controlled-keywords',

From ee580c09d8a9ea691c0bc731411498db698623ea Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 3 Nov 2025 10:00:06 -0800
Subject: [PATCH 006/157] Upgrade PrimeVue to version 4

---
 package-lock.json                            | 247 +++++++++++++------
 package.json                                 |   5 +-
 src/assets/app.css                           |   2 +-
 src/components/screens/ExperimentCreator.vue |   2 -
 src/components/screens/ScoreSetCreator.vue   |   2 -
 src/main.js                                  |  33 ++-
 6 files changed, 203 insertions(+), 88 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index ca71dd5f..aa8c8e58 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -14,6 +14,7 @@
         "@fortawesome/free-regular-svg-icons": "^7.0.0",
         "@fortawesome/free-solid-svg-icons": "^7.0.0",
         "@fortawesome/vue-fontawesome": "^3.1.1",
+        "@primevue/themes": "^4.4.1",
         "@unhead/vue": "^2.0.17",
         "axios": "^1.11.0",
         "chart.js": "^4.4.1",
@@ -51,12 +52,12 @@
         "pluralize": "^8.0.0",
         "primeflex": "^3.3.1",
         "primeicons": "^6.0.1",
-        "primevue": "3.52.0",
+        "primevue": "^4.4.1",
         "rest-client-vue": "^1.2.0-b2",
         "universal-base64url": "~1.1.0",
         "uuid": "^9.0.1",
         "vee-validate": "^4.12.2",
-        "vue": "^3.3.11",
+        "vue": "^3.4.0",
         "vue-debounce": "^4.0.1",
         "vue-router": "^4.2.5",
         "vuex": "^4.1.0",
@@ -101,21 +102,21 @@
       }
     },
     "node_modules/@babel/helper-validator-identifier": {
-      "version": "7.27.1",
-      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.27.1.tgz",
-      "integrity": "sha512-D2hP9eA+Sqx1kBZgzxZh0y1trbuU+JoDkiEwqhQ36nodYqJwyEIhPSdMNd7lOm/4io72luTPWH20Yda0xOuUow==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz",
+      "integrity": "sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==",
       "license": "MIT",
       "engines": {
         "node": ">=6.9.0"
       }
     },
     "node_modules/@babel/parser": {
-      "version": "7.28.4",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.4.tgz",
-      "integrity": "sha512-yZbBqeM6TkpP9du/I2pUZnJsRMGGvOuIrhjzC1AwHwW+6he4mni6Bp/m8ijn0iOuZuPI2BfkCoSRunpyjnrQKg==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.28.5.tgz",
+      "integrity": "sha512-KKBU1VGYR7ORr3At5HAtUQ+TV3SzRCXmA/8OdDZiLDBIZxVyzXuztPjfLd3BV1PRAQGCMWWSHYhL0F8d5uHBDQ==",
       "license": "MIT",
       "dependencies": {
-        "@babel/types": "^7.28.4"
+        "@babel/types": "^7.28.5"
       },
       "bin": {
         "parser": "bin/babel-parser.js"
@@ -125,13 +126,13 @@
       }
     },
     "node_modules/@babel/types": {
-      "version": "7.28.4",
-      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.28.4.tgz",
-      "integrity": "sha512-bkFqkLhh3pMBUQQkpVgWDWq/lqzc2678eUyDlTBhRqhCHFguYYGM0Efga7tYk4TogG/3x0EEl66/OQ+WGbWB/Q==",
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.28.5.tgz",
+      "integrity": "sha512-qQ5m48eI/MFLQ5PxQj4PFaprjyCTLI37ElWMmNs0K8Lk3dVeOdNpB3ks8jc7yM5CDmVC73eMVk/trk3fgmrUpA==",
       "license": "MIT",
       "dependencies": {
         "@babel/helper-string-parser": "^7.27.1",
-        "@babel/helper-validator-identifier": "^7.27.1"
+        "@babel/helper-validator-identifier": "^7.28.5"
       },
       "engines": {
         "node": ">=6.9.0"
@@ -942,6 +943,87 @@
         "url": "https://opencollective.com/pkgr"
       }
     },
+    "node_modules/@primeuix/styled": {
+      "version": "0.7.4",
+      "resolved": "https://registry.npmjs.org/@primeuix/styled/-/styled-0.7.4.tgz",
+      "integrity": "sha512-QSO/NpOQg8e9BONWRBx9y8VGMCMYz0J/uKfNJEya/RGEu7ARx0oYW0ugI1N3/KB1AAvyGxzKBzGImbwg0KUiOQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@primeuix/utils": "^0.6.1"
+      },
+      "engines": {
+        "node": ">=12.11.0"
+      }
+    },
+    "node_modules/@primeuix/styles": {
+      "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/@primeuix/styles/-/styles-1.2.5.tgz",
+      "integrity": "sha512-nypFRct/oaaBZqP4jinT0puW8ZIfs4u+l/vqUFmJEPU332fl5ePj6DoOpQgTLzo3OfmvSmz5a5/5b4OJJmmi7Q==",
+      "license": "MIT",
+      "dependencies": {
+        "@primeuix/styled": "^0.7.3"
+      }
+    },
+    "node_modules/@primeuix/themes": {
+      "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/@primeuix/themes/-/themes-1.2.5.tgz",
+      "integrity": "sha512-n3YkwJrHQaEESc/D/A/iD815sxp8cKnmzscA6a8Tm8YvMtYU32eCahwLLe6h5rywghVwxASWuG36XBgISYOIjQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@primeuix/styled": "^0.7.3"
+      }
+    },
+    "node_modules/@primeuix/utils": {
+      "version": "0.6.2",
+      "resolved": "https://registry.npmjs.org/@primeuix/utils/-/utils-0.6.2.tgz",
+      "integrity": "sha512-l+li4z6UAwamqbu4xodN3lqr1G4S37DKEJ7Y/nE3MjEx7zJ+KIBkb5voF26Nuly1UCmIcRWQJokhLRF7+sRhyg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=12.11.0"
+      }
+    },
+    "node_modules/@primevue/core": {
+      "version": "4.4.1",
+      "resolved": "https://registry.npmjs.org/@primevue/core/-/core-4.4.1.tgz",
+      "integrity": "sha512-RG56iDKIJT//EtntjQzOiWOHZZJczw/qWWtdL5vFvw8/QDS9DPKn8HLpXK7N5Le6KK1MLXUsxoiGTZK+poUFUg==",
+      "license": "MIT",
+      "dependencies": {
+        "@primeuix/styled": "^0.7.4",
+        "@primeuix/utils": "^0.6.1"
+      },
+      "engines": {
+        "node": ">=12.11.0"
+      },
+      "peerDependencies": {
+        "vue": "^3.5.0"
+      }
+    },
+    "node_modules/@primevue/icons": {
+      "version": "4.4.1",
+      "resolved": "https://registry.npmjs.org/@primevue/icons/-/icons-4.4.1.tgz",
+      "integrity": "sha512-UfDimrIjVdY6EziwieyV4zPKzW6mnKHKhy4Dgyjv2oI6pNeuim+onbJo1ce22PEGXW78vfblG/3/JIzVHFweqQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@primeuix/utils": "^0.6.1",
+        "@primevue/core": "4.4.1"
+      },
+      "engines": {
+        "node": ">=12.11.0"
+      }
+    },
+    "node_modules/@primevue/themes": {
+      "version": "4.4.1",
+      "resolved": "https://registry.npmjs.org/@primevue/themes/-/themes-4.4.1.tgz",
+      "integrity": "sha512-3qofw+UhTG5rZXUU+RtYY1ea5Q84LvfHtDuzFLUSK9pL1SLS+S4CBnoMuVM9I009FdVyNGT0Bib3sLMf21SBVQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@primeuix/styled": "^0.7.4",
+        "@primeuix/themes": "^1.2.5"
+      },
+      "engines": {
+        "node": ">=12.11.0"
+      }
+    },
     "node_modules/@rolldown/pluginutils": {
       "version": "1.0.0-beta.29",
       "resolved": "https://registry.npmjs.org/@rolldown/pluginutils/-/pluginutils-1.0.0-beta.29.tgz",
@@ -2068,53 +2150,53 @@
       }
     },
     "node_modules/@vue/compiler-core": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/@vue/compiler-core/-/compiler-core-3.5.21.tgz",
-      "integrity": "sha512-8i+LZ0vf6ZgII5Z9XmUvrCyEzocvWT+TeR2VBUVlzIH6Tyv57E20mPZ1bCS+tbejgUgmjrEh7q/0F0bibskAmw==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/@vue/compiler-core/-/compiler-core-3.5.22.tgz",
+      "integrity": "sha512-jQ0pFPmZwTEiRNSb+i9Ow/I/cHv2tXYqsnHKKyCQ08irI2kdF5qmYedmF8si8mA7zepUFmJ2hqzS8CQmNOWOkQ==",
       "license": "MIT",
       "dependencies": {
-        "@babel/parser": "^7.28.3",
-        "@vue/shared": "3.5.21",
+        "@babel/parser": "^7.28.4",
+        "@vue/shared": "3.5.22",
         "entities": "^4.5.0",
         "estree-walker": "^2.0.2",
         "source-map-js": "^1.2.1"
       }
     },
     "node_modules/@vue/compiler-dom": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/@vue/compiler-dom/-/compiler-dom-3.5.21.tgz",
-      "integrity": "sha512-jNtbu/u97wiyEBJlJ9kmdw7tAr5Vy0Aj5CgQmo+6pxWNQhXZDPsRr1UWPN4v3Zf82s2H3kF51IbzZ4jMWAgPlQ==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/@vue/compiler-dom/-/compiler-dom-3.5.22.tgz",
+      "integrity": "sha512-W8RknzUM1BLkypvdz10OVsGxnMAuSIZs9Wdx1vzA3mL5fNMN15rhrSCLiTm6blWeACwUwizzPVqGJgOGBEN/hA==",
       "license": "MIT",
       "dependencies": {
-        "@vue/compiler-core": "3.5.21",
-        "@vue/shared": "3.5.21"
+        "@vue/compiler-core": "3.5.22",
+        "@vue/shared": "3.5.22"
       }
     },
     "node_modules/@vue/compiler-sfc": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/@vue/compiler-sfc/-/compiler-sfc-3.5.21.tgz",
-      "integrity": "sha512-SXlyk6I5eUGBd2v8Ie7tF6ADHE9kCR6mBEuPyH1nUZ0h6Xx6nZI29i12sJKQmzbDyr2tUHMhhTt51Z6blbkTTQ==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/@vue/compiler-sfc/-/compiler-sfc-3.5.22.tgz",
+      "integrity": "sha512-tbTR1zKGce4Lj+JLzFXDq36K4vcSZbJ1RBu8FxcDv1IGRz//Dh2EBqksyGVypz3kXpshIfWKGOCcqpSbyGWRJQ==",
       "license": "MIT",
       "dependencies": {
-        "@babel/parser": "^7.28.3",
-        "@vue/compiler-core": "3.5.21",
-        "@vue/compiler-dom": "3.5.21",
-        "@vue/compiler-ssr": "3.5.21",
-        "@vue/shared": "3.5.21",
+        "@babel/parser": "^7.28.4",
+        "@vue/compiler-core": "3.5.22",
+        "@vue/compiler-dom": "3.5.22",
+        "@vue/compiler-ssr": "3.5.22",
+        "@vue/shared": "3.5.22",
         "estree-walker": "^2.0.2",
-        "magic-string": "^0.30.18",
+        "magic-string": "^0.30.19",
         "postcss": "^8.5.6",
         "source-map-js": "^1.2.1"
       }
     },
     "node_modules/@vue/compiler-ssr": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/@vue/compiler-ssr/-/compiler-ssr-3.5.21.tgz",
-      "integrity": "sha512-vKQ5olH5edFZdf5ZrlEgSO1j1DMA4u23TVK5XR1uMhvwnYvVdDF0nHXJUblL/GvzlShQbjhZZ2uvYmDlAbgo9w==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/@vue/compiler-ssr/-/compiler-ssr-3.5.22.tgz",
+      "integrity": "sha512-GdgyLvg4R+7T8Nk2Mlighx7XGxq/fJf9jaVofc3IL0EPesTE86cP/8DD1lT3h1JeZr2ySBvyqKQJgbS54IX1Ww==",
       "license": "MIT",
       "dependencies": {
-        "@vue/compiler-dom": "3.5.21",
-        "@vue/shared": "3.5.21"
+        "@vue/compiler-dom": "3.5.22",
+        "@vue/shared": "3.5.22"
       }
     },
     "node_modules/@vue/compiler-vue2": {
@@ -2285,53 +2367,53 @@
       }
     },
     "node_modules/@vue/reactivity": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/@vue/reactivity/-/reactivity-3.5.21.tgz",
-      "integrity": "sha512-3ah7sa+Cwr9iiYEERt9JfZKPw4A2UlbY8RbbnH2mGCE8NwHkhmlZt2VsH0oDA3P08X3jJd29ohBDtX+TbD9AsA==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/@vue/reactivity/-/reactivity-3.5.22.tgz",
+      "integrity": "sha512-f2Wux4v/Z2pqc9+4SmgZC1p73Z53fyD90NFWXiX9AKVnVBEvLFOWCEgJD3GdGnlxPZt01PSlfmLqbLYzY/Fw4A==",
       "license": "MIT",
       "dependencies": {
-        "@vue/shared": "3.5.21"
+        "@vue/shared": "3.5.22"
       }
     },
     "node_modules/@vue/runtime-core": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/@vue/runtime-core/-/runtime-core-3.5.21.tgz",
-      "integrity": "sha512-+DplQlRS4MXfIf9gfD1BOJpk5RSyGgGXD/R+cumhe8jdjUcq/qlxDawQlSI8hCKupBlvM+3eS1se5xW+SuNAwA==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/@vue/runtime-core/-/runtime-core-3.5.22.tgz",
+      "integrity": "sha512-EHo4W/eiYeAzRTN5PCextDUZ0dMs9I8mQ2Fy+OkzvRPUYQEyK9yAjbasrMCXbLNhF7P0OUyivLjIy0yc6VrLJQ==",
       "license": "MIT",
       "dependencies": {
-        "@vue/reactivity": "3.5.21",
-        "@vue/shared": "3.5.21"
+        "@vue/reactivity": "3.5.22",
+        "@vue/shared": "3.5.22"
       }
     },
     "node_modules/@vue/runtime-dom": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/@vue/runtime-dom/-/runtime-dom-3.5.21.tgz",
-      "integrity": "sha512-3M2DZsOFwM5qI15wrMmNF5RJe1+ARijt2HM3TbzBbPSuBHOQpoidE+Pa+XEaVN+czbHf81ETRoG1ltztP2em8w==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/@vue/runtime-dom/-/runtime-dom-3.5.22.tgz",
+      "integrity": "sha512-Av60jsryAkI023PlN7LsqrfPvwfxOd2yAwtReCjeuugTJTkgrksYJJstg1e12qle0NarkfhfFu1ox2D+cQotww==",
       "license": "MIT",
       "dependencies": {
-        "@vue/reactivity": "3.5.21",
-        "@vue/runtime-core": "3.5.21",
-        "@vue/shared": "3.5.21",
+        "@vue/reactivity": "3.5.22",
+        "@vue/runtime-core": "3.5.22",
+        "@vue/shared": "3.5.22",
         "csstype": "^3.1.3"
       }
     },
     "node_modules/@vue/server-renderer": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/@vue/server-renderer/-/server-renderer-3.5.21.tgz",
-      "integrity": "sha512-qr8AqgD3DJPJcGvLcJKQo2tAc8OnXRcfxhOJCPF+fcfn5bBGz7VCcO7t+qETOPxpWK1mgysXvVT/j+xWaHeMWA==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/@vue/server-renderer/-/server-renderer-3.5.22.tgz",
+      "integrity": "sha512-gXjo+ao0oHYTSswF+a3KRHZ1WszxIqO7u6XwNHqcqb9JfyIL/pbWrrh/xLv7jeDqla9u+LK7yfZKHih1e1RKAQ==",
       "license": "MIT",
       "dependencies": {
-        "@vue/compiler-ssr": "3.5.21",
-        "@vue/shared": "3.5.21"
+        "@vue/compiler-ssr": "3.5.22",
+        "@vue/shared": "3.5.22"
       },
       "peerDependencies": {
-        "vue": "3.5.21"
+        "vue": "3.5.22"
       }
     },
     "node_modules/@vue/shared": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/@vue/shared/-/shared-3.5.21.tgz",
-      "integrity": "sha512-+2k1EQpnYuVuu3N7atWyG3/xoFWIVJZq4Mz8XNOdScFI0etES75fbny/oU4lKWk/577P1zmg0ioYvpGEDZ3DLw==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/@vue/shared/-/shared-3.5.22.tgz",
+      "integrity": "sha512-F4yc6palwq3TT0u+FYf0Ns4Tfl9GRFURDN2gWG7L1ecIaS/4fCIuFOjMTnCyjsu/OK6vaDKLCrGAa+KvvH+h4w==",
       "license": "MIT"
     },
     "node_modules/@vue/tsconfig": {
@@ -4690,7 +4772,8 @@
     "node_modules/estree-walker": {
       "version": "2.0.2",
       "resolved": "https://registry.npmjs.org/estree-walker/-/estree-walker-2.0.2.tgz",
-      "integrity": "sha512-Rfkk/Mp/DL7JVje3u18FxFujQlTNR2q6QfMSMB7AvCBx91NGj/ba3kCfza0f6dVDbw7YlRf/nDrn7pQrCCyQ/w=="
+      "integrity": "sha512-Rfkk/Mp/DL7JVje3u18FxFujQlTNR2q6QfMSMB7AvCBx91NGj/ba3kCfza0f6dVDbw7YlRf/nDrn7pQrCCyQ/w==",
+      "license": "MIT"
     },
     "node_modules/esutils": {
       "version": "2.0.3",
@@ -6206,9 +6289,9 @@
       }
     },
     "node_modules/magic-string": {
-      "version": "0.30.19",
-      "resolved": "https://registry.npmjs.org/magic-string/-/magic-string-0.30.19.tgz",
-      "integrity": "sha512-2N21sPY9Ws53PZvsEpVtNuSW+ScYbQdp4b9qUaL+9QkHUrGFKo56Lg9Emg5s9V/qrtNBmiR01sYhUOwu3H+VOw==",
+      "version": "0.30.21",
+      "resolved": "https://registry.npmjs.org/magic-string/-/magic-string-0.30.21.tgz",
+      "integrity": "sha512-vd2F4YUyEXKGcLHoq+TEyCjxueSeHnFxyyjNp80yg0XV4vUhnDer/lvvlqM/arB5bXQN5K2/3oinyCRyx8T2CQ==",
       "license": "MIT",
       "dependencies": {
         "@jridgewell/sourcemap-codec": "^1.5.5"
@@ -8092,11 +8175,19 @@
       "integrity": "sha512-KDeO94CbWI4pKsPnYpA1FPjo79EsY9I+M8ywoPBSf9XMXoe/0crjbUK7jcQEDHuc0ZMRIZsxH3TYLv4TUtHmAA=="
     },
     "node_modules/primevue": {
-      "version": "3.52.0",
-      "resolved": "https://registry.npmjs.org/primevue/-/primevue-3.52.0.tgz",
-      "integrity": "sha512-HLOVP5YI0ArFKUhIyfZsWmTNMaBYNCBWC/3DYvdd/Po4LY5/WXf7yIYvArE2q/3OuwSXJXvjlR8UNQeJYRSQog==",
-      "peerDependencies": {
-        "vue": "^3.0.0"
+      "version": "4.4.1",
+      "resolved": "https://registry.npmjs.org/primevue/-/primevue-4.4.1.tgz",
+      "integrity": "sha512-JbHBa5k30pZ7mn/z4vYBOnyt5GrR15eM3X0wa3VanonxnFLYkTEx8OMh33aU6ndWeOfi7Ef57dOL3bTH+3f4hQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@primeuix/styled": "^0.7.4",
+        "@primeuix/styles": "^1.2.5",
+        "@primeuix/utils": "^0.6.1",
+        "@primevue/core": "4.4.1",
+        "@primevue/icons": "4.4.1"
+      },
+      "engines": {
+        "node": ">=12.11.0"
       }
     },
     "node_modules/process-nextick-args": {
@@ -9888,16 +9979,16 @@
       "license": "MIT"
     },
     "node_modules/vue": {
-      "version": "3.5.21",
-      "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.21.tgz",
-      "integrity": "sha512-xxf9rum9KtOdwdRkiApWL+9hZEMWE90FHh8yS1+KJAiWYh+iGWV1FquPjoO9VUHQ+VIhsCXNNyZ5Sf4++RVZBA==",
+      "version": "3.5.22",
+      "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.22.tgz",
+      "integrity": "sha512-toaZjQ3a/G/mYaLSbV+QsQhIdMo9x5rrqIpYRObsJ6T/J+RyCSFwN2LHNVH9v8uIcljDNa3QzPVdv3Y6b9hAJQ==",
       "license": "MIT",
       "dependencies": {
-        "@vue/compiler-dom": "3.5.21",
-        "@vue/compiler-sfc": "3.5.21",
-        "@vue/runtime-dom": "3.5.21",
-        "@vue/server-renderer": "3.5.21",
-        "@vue/shared": "3.5.21"
+        "@vue/compiler-dom": "3.5.22",
+        "@vue/compiler-sfc": "3.5.22",
+        "@vue/runtime-dom": "3.5.22",
+        "@vue/server-renderer": "3.5.22",
+        "@vue/shared": "3.5.22"
       },
       "peerDependencies": {
         "typescript": "*"
diff --git a/package.json b/package.json
index 7e84ab58..5c4ca4be 100644
--- a/package.json
+++ b/package.json
@@ -15,6 +15,7 @@
     "@fortawesome/free-regular-svg-icons": "^7.0.0",
     "@fortawesome/free-solid-svg-icons": "^7.0.0",
     "@fortawesome/vue-fontawesome": "^3.1.1",
+    "@primevue/themes": "^4.4.1",
     "@unhead/vue": "^2.0.17",
     "axios": "^1.11.0",
     "chart.js": "^4.4.1",
@@ -52,12 +53,12 @@
     "pluralize": "^8.0.0",
     "primeflex": "^3.3.1",
     "primeicons": "^6.0.1",
-    "primevue": "3.52.0",
+    "primevue": "^4.4.1",
     "rest-client-vue": "^1.2.0-b2",
     "universal-base64url": "~1.1.0",
     "uuid": "^9.0.1",
     "vee-validate": "^4.12.2",
-    "vue": "^3.3.11",
+    "vue": "^3.4.0",
     "vue-debounce": "^4.0.1",
     "vue-router": "^4.2.5",
     "vuex": "^4.1.0",
diff --git a/src/assets/app.css b/src/assets/app.css
index bc9aa5fd..7e028514 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -26,4 +26,4 @@ body .p-button {
 
 .p-badge {
   text-align: center;
-}
\ No newline at end of file
+}
diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 92be08d5..bc61e04a 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -516,7 +516,6 @@ import Message from 'primevue/message'
 import Multiselect from 'primevue/multiselect'
 import ProgressSpinner from 'primevue/progressspinner'
 import Stepper from 'primevue/stepper'
-import StepperPanel from 'primevue/stepperpanel'
 import TabPanel from 'primevue/tabpanel'
 import TabView from 'primevue/tabview'
 import Textarea from 'primevue/textarea'
@@ -632,7 +631,6 @@ export default {
     Multiselect,
     ProgressSpinner,
     Stepper,
-    StepperPanel,
     TabPanel,
     TabView,
     Textarea
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 15e2d444..530dcda9 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -1491,7 +1491,6 @@ import Multiselect from 'primevue/multiselect'
 import ProgressSpinner from 'primevue/progressspinner'
 import SelectButton from 'primevue/selectbutton'
 import Stepper from 'primevue/stepper'
-import StepperPanel from 'primevue/stepperpanel'
 import TabPanel from 'primevue/tabpanel'
 import TabView from 'primevue/tabview'
 import Textarea from 'primevue/textarea'
@@ -1563,7 +1562,6 @@ export default {
     ProgressSpinner,
     SelectButton,
     Stepper,
-    StepperPanel,
     TabPanel,
     TabView,
     Textarea
diff --git a/src/main.js b/src/main.js
index ed816db0..789895ff 100644
--- a/src/main.js
+++ b/src/main.js
@@ -7,6 +7,8 @@ import {initRestClient} from 'rest-client-vue'
 import {createApp} from 'vue'
 import {createHead} from '@unhead/vue/client'
 import {TemplateParamsPlugin} from 'unhead/plugins'
+import Aura from '@primevue/themes/aura'
+import { definePreset } from '@primeuix/themes'
 
 import App from '@/App.vue'
 import config from '@/config'
@@ -15,8 +17,6 @@ import {initializeAuthentication as initializeOrcidAuthentication} from '@/lib/o
 import router from '@/router'
 import store from '@/store'
 
-import 'primevue/resources/themes/mdc-light-indigo/theme.css'
-import 'primevue/resources/primevue.min.css'
 import 'primeicons/primeicons.css'
 
 /* add fontawesome core */
@@ -58,12 +58,39 @@ const head = createHead({
   ]
 })
 
+const MaveDbTheme = definePreset(Aura, {
+    semantic: {
+        primary: {
+            50: '{blue.50}',
+            100: '{blue.100}',
+            200: '{blue.200}',
+            300: '{blue.300}',
+            400: '{blue.400}',
+            500: '{blue.500}',
+            600: '{blue.600}',
+            700: '{blue.700}',
+            800: '{blue.800}',
+            900: '{blue.900}',
+            950: '{blue.950}'
+        }
+    }
+});
+
 createApp(App)
   .use(router)
   .use(store)
   .use(createPinia())
   .use(head)
-  .use(PrimeVue)
+  .use(PrimeVue, {
+    theme: {
+        preset: MaveDbTheme,
+        options: {
+            prefix: 'p',
+            darkModeSelector: '.dark-mode',
+            cssLayer: false,
+        }
+    }
+  })
   .use(ConfirmationService)
   .use(ToastService)
   .directive('tooltip', Tooltip)

From 96a62ca9bbe484273937a5b082a84ec6630dc310 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 3 Nov 2025 14:41:05 -0800
Subject: [PATCH 007/157] Install tailwindcss, vite plugin, and update
 configuration.

---
 package-lock.json  | 650 +++++++++++++++++++++++++++++++++++++++++----
 package.json       |   2 +
 src/assets/app.css |   2 +
 vite.config.js     |   3 +-
 4 files changed, 609 insertions(+), 48 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index aa8c8e58..c7552b76 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -15,6 +15,7 @@
         "@fortawesome/free-solid-svg-icons": "^7.0.0",
         "@fortawesome/vue-fontawesome": "^3.1.1",
         "@primevue/themes": "^4.4.1",
+        "@tailwindcss/vite": "^4.1.16",
         "@unhead/vue": "^2.0.17",
         "axios": "^1.11.0",
         "chart.js": "^4.4.1",
@@ -54,6 +55,7 @@
         "primeicons": "^6.0.1",
         "primevue": "^4.4.1",
         "rest-client-vue": "^1.2.0-b2",
+        "tailwindcss": "^4.1.16",
         "universal-base64url": "~1.1.0",
         "uuid": "^9.0.1",
         "vee-validate": "^4.12.2",
@@ -145,7 +147,6 @@
       "cpu": [
         "ppc64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "aix"
@@ -161,7 +162,6 @@
       "cpu": [
         "arm"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "android"
@@ -177,7 +177,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "android"
@@ -193,7 +192,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "android"
@@ -209,7 +207,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "darwin"
@@ -225,7 +222,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "darwin"
@@ -241,7 +237,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "freebsd"
@@ -257,7 +252,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "freebsd"
@@ -273,7 +267,6 @@
       "cpu": [
         "arm"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -289,7 +282,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -305,7 +297,6 @@
       "cpu": [
         "ia32"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -321,7 +312,6 @@
       "cpu": [
         "loong64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -337,7 +327,6 @@
       "cpu": [
         "mips64el"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -353,7 +342,6 @@
       "cpu": [
         "ppc64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -369,7 +357,6 @@
       "cpu": [
         "riscv64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -385,7 +372,6 @@
       "cpu": [
         "s390x"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -401,7 +387,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -417,7 +402,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "netbsd"
@@ -433,7 +417,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "openbsd"
@@ -449,7 +432,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "sunos"
@@ -465,7 +447,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "win32"
@@ -481,7 +462,6 @@
       "cpu": [
         "ia32"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "win32"
@@ -497,7 +477,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "win32"
@@ -847,12 +826,51 @@
         "url": "https://github.com/sponsors/nzakas"
       }
     },
+    "node_modules/@jridgewell/gen-mapping": {
+      "version": "0.3.13",
+      "resolved": "https://registry.npmjs.org/@jridgewell/gen-mapping/-/gen-mapping-0.3.13.tgz",
+      "integrity": "sha512-2kkt/7niJ6MgEPxF0bYdQ6etZaA+fQvDcLKckhy1yIQOzaoKjBBjSj63/aLVjYE3qhRt5dvM+uUyfCg6UKCBbA==",
+      "license": "MIT",
+      "dependencies": {
+        "@jridgewell/sourcemap-codec": "^1.5.0",
+        "@jridgewell/trace-mapping": "^0.3.24"
+      }
+    },
+    "node_modules/@jridgewell/remapping": {
+      "version": "2.3.5",
+      "resolved": "https://registry.npmjs.org/@jridgewell/remapping/-/remapping-2.3.5.tgz",
+      "integrity": "sha512-LI9u/+laYG4Ds1TDKSJW2YPrIlcVYOwi2fUC6xB43lueCjgxV4lffOCZCtYFiH6TNOX+tQKXx97T4IKHbhyHEQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@jridgewell/gen-mapping": "^0.3.5",
+        "@jridgewell/trace-mapping": "^0.3.24"
+      }
+    },
+    "node_modules/@jridgewell/resolve-uri": {
+      "version": "3.1.2",
+      "resolved": "https://registry.npmjs.org/@jridgewell/resolve-uri/-/resolve-uri-3.1.2.tgz",
+      "integrity": "sha512-bRISgCIjP20/tbWSPWMEi54QVPRZExkuD9lJL+UIxUKtwVJA8wW1Trb1jMs1RFXo1CBTNZ/5hpC9QvmKWdopKw==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
     "node_modules/@jridgewell/sourcemap-codec": {
       "version": "1.5.5",
       "resolved": "https://registry.npmjs.org/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.5.5.tgz",
       "integrity": "sha512-cYQ9310grqxueWbl+WuIUIaiUaDcj7WOq5fVhEljNVgRfOUhY9fy2zTvfoqWsnebh8Sl70VScFbICvJnLKB0Og==",
       "license": "MIT"
     },
+    "node_modules/@jridgewell/trace-mapping": {
+      "version": "0.3.31",
+      "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.31.tgz",
+      "integrity": "sha512-zzNR+SdQSDJzc8joaeP8QQoCQr8NuYx2dIIytl1QeBEZHJ9uW6hebsrYgbz8hJwUQao3TWCMtmfV8Nu1twOLAw==",
+      "license": "MIT",
+      "dependencies": {
+        "@jridgewell/resolve-uri": "^3.1.0",
+        "@jridgewell/sourcemap-codec": "^1.4.14"
+      }
+    },
     "node_modules/@jsep-plugin/assignment": {
       "version": "1.3.0",
       "resolved": "https://registry.npmjs.org/@jsep-plugin/assignment/-/assignment-1.3.0.tgz",
@@ -1038,7 +1056,6 @@
       "cpu": [
         "arm"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "android"
@@ -1051,7 +1068,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "android"
@@ -1064,7 +1080,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "darwin"
@@ -1077,7 +1092,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "darwin"
@@ -1090,7 +1104,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "freebsd"
@@ -1103,7 +1116,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "freebsd"
@@ -1116,7 +1128,6 @@
       "cpu": [
         "arm"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1129,7 +1140,6 @@
       "cpu": [
         "arm"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1142,7 +1152,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1155,7 +1164,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1168,7 +1176,6 @@
       "cpu": [
         "loong64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1181,7 +1188,6 @@
       "cpu": [
         "ppc64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1194,7 +1200,6 @@
       "cpu": [
         "riscv64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1207,7 +1212,6 @@
       "cpu": [
         "riscv64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1220,7 +1224,6 @@
       "cpu": [
         "s390x"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1233,7 +1236,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1246,7 +1248,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "linux"
@@ -1259,7 +1260,6 @@
       "cpu": [
         "arm64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "win32"
@@ -1272,7 +1272,6 @@
       "cpu": [
         "ia32"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "win32"
@@ -1285,7 +1284,6 @@
       "cpu": [
         "x64"
       ],
-      "dev": true,
       "optional": true,
       "os": [
         "win32"
@@ -1298,6 +1296,263 @@
       "hasInstallScript": true,
       "license": "Apache-2.0"
     },
+    "node_modules/@tailwindcss/node": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/node/-/node-4.1.16.tgz",
+      "integrity": "sha512-BX5iaSsloNuvKNHRN3k2RcCuTEgASTo77mofW0vmeHkfrDWaoFAFvNHpEgtu0eqyypcyiBkDWzSMxJhp3AUVcw==",
+      "license": "MIT",
+      "dependencies": {
+        "@jridgewell/remapping": "^2.3.4",
+        "enhanced-resolve": "^5.18.3",
+        "jiti": "^2.6.1",
+        "lightningcss": "1.30.2",
+        "magic-string": "^0.30.19",
+        "source-map-js": "^1.2.1",
+        "tailwindcss": "4.1.16"
+      }
+    },
+    "node_modules/@tailwindcss/oxide": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide/-/oxide-4.1.16.tgz",
+      "integrity": "sha512-2OSv52FRuhdlgyOQqgtQHuCgXnS8nFSYRp2tJ+4WZXKgTxqPy7SMSls8c3mPT5pkZ17SBToGM5LHEJBO7miEdg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 10"
+      },
+      "optionalDependencies": {
+        "@tailwindcss/oxide-android-arm64": "4.1.16",
+        "@tailwindcss/oxide-darwin-arm64": "4.1.16",
+        "@tailwindcss/oxide-darwin-x64": "4.1.16",
+        "@tailwindcss/oxide-freebsd-x64": "4.1.16",
+        "@tailwindcss/oxide-linux-arm-gnueabihf": "4.1.16",
+        "@tailwindcss/oxide-linux-arm64-gnu": "4.1.16",
+        "@tailwindcss/oxide-linux-arm64-musl": "4.1.16",
+        "@tailwindcss/oxide-linux-x64-gnu": "4.1.16",
+        "@tailwindcss/oxide-linux-x64-musl": "4.1.16",
+        "@tailwindcss/oxide-wasm32-wasi": "4.1.16",
+        "@tailwindcss/oxide-win32-arm64-msvc": "4.1.16",
+        "@tailwindcss/oxide-win32-x64-msvc": "4.1.16"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-android-arm64": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-android-arm64/-/oxide-android-arm64-4.1.16.tgz",
+      "integrity": "sha512-8+ctzkjHgwDJ5caq9IqRSgsP70xhdhJvm+oueS/yhD5ixLhqTw9fSL1OurzMUhBwE5zK26FXLCz2f/RtkISqHA==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-darwin-arm64": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-darwin-arm64/-/oxide-darwin-arm64-4.1.16.tgz",
+      "integrity": "sha512-C3oZy5042v2FOALBZtY0JTDnGNdS6w7DxL/odvSny17ORUnaRKhyTse8xYi3yKGyfnTUOdavRCdmc8QqJYwFKA==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-darwin-x64": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-darwin-x64/-/oxide-darwin-x64-4.1.16.tgz",
+      "integrity": "sha512-vjrl/1Ub9+JwU6BP0emgipGjowzYZMjbWCDqwA2Z4vCa+HBSpP4v6U2ddejcHsolsYxwL5r4bPNoamlV0xDdLg==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-freebsd-x64": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-freebsd-x64/-/oxide-freebsd-x64-4.1.16.tgz",
+      "integrity": "sha512-TSMpPYpQLm+aR1wW5rKuUuEruc/oOX3C7H0BTnPDn7W/eMw8W+MRMpiypKMkXZfwH8wqPIRKppuZoedTtNj2tg==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "freebsd"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-linux-arm-gnueabihf": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-linux-arm-gnueabihf/-/oxide-linux-arm-gnueabihf-4.1.16.tgz",
+      "integrity": "sha512-p0GGfRg/w0sdsFKBjMYvvKIiKy/LNWLWgV/plR4lUgrsxFAoQBFrXkZ4C0w8IOXfslB9vHK/JGASWD2IefIpvw==",
+      "cpu": [
+        "arm"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-linux-arm64-gnu": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-linux-arm64-gnu/-/oxide-linux-arm64-gnu-4.1.16.tgz",
+      "integrity": "sha512-DoixyMmTNO19rwRPdqviTrG1rYzpxgyYJl8RgQvdAQUzxC1ToLRqtNJpU/ATURSKgIg6uerPw2feW0aS8SNr/w==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-linux-arm64-musl": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-linux-arm64-musl/-/oxide-linux-arm64-musl-4.1.16.tgz",
+      "integrity": "sha512-H81UXMa9hJhWhaAUca6bU2wm5RRFpuHImrwXBUvPbYb+3jo32I9VIwpOX6hms0fPmA6f2pGVlybO6qU8pF4fzQ==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-linux-x64-gnu": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-linux-x64-gnu/-/oxide-linux-x64-gnu-4.1.16.tgz",
+      "integrity": "sha512-ZGHQxDtFC2/ruo7t99Qo2TTIvOERULPl5l0K1g0oK6b5PGqjYMga+FcY1wIUnrUxY56h28FxybtDEla+ICOyew==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-linux-x64-musl": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-linux-x64-musl/-/oxide-linux-x64-musl-4.1.16.tgz",
+      "integrity": "sha512-Oi1tAaa0rcKf1Og9MzKeINZzMLPbhxvm7rno5/zuP1WYmpiG0bEHq4AcRUiG2165/WUzvxkW4XDYCscZWbTLZw==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-wasm32-wasi": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-wasm32-wasi/-/oxide-wasm32-wasi-4.1.16.tgz",
+      "integrity": "sha512-B01u/b8LteGRwucIBmCQ07FVXLzImWESAIMcUU6nvFt/tYsQ6IHz8DmZ5KtvmwxD+iTYBtM1xwoGXswnlu9v0Q==",
+      "bundleDependencies": [
+        "@napi-rs/wasm-runtime",
+        "@emnapi/core",
+        "@emnapi/runtime",
+        "@tybys/wasm-util",
+        "@emnapi/wasi-threads",
+        "tslib"
+      ],
+      "cpu": [
+        "wasm32"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "dependencies": {
+        "@emnapi/core": "^1.5.0",
+        "@emnapi/runtime": "^1.5.0",
+        "@emnapi/wasi-threads": "^1.1.0",
+        "@napi-rs/wasm-runtime": "^1.0.7",
+        "@tybys/wasm-util": "^0.10.1",
+        "tslib": "^2.4.0"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-win32-arm64-msvc": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-win32-arm64-msvc/-/oxide-win32-arm64-msvc-4.1.16.tgz",
+      "integrity": "sha512-zX+Q8sSkGj6HKRTMJXuPvOcP8XfYON24zJBRPlszcH1Np7xuHXhWn8qfFjIujVzvH3BHU+16jBXwgpl20i+v9A==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/oxide-win32-x64-msvc": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/oxide-win32-x64-msvc/-/oxide-win32-x64-msvc-4.1.16.tgz",
+      "integrity": "sha512-m5dDFJUEejbFqP+UXVstd4W/wnxA4F61q8SoL+mqTypId2T2ZpuxosNSgowiCnLp2+Z+rivdU0AqpfgiD7yCBg==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 10"
+      }
+    },
+    "node_modules/@tailwindcss/vite": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/@tailwindcss/vite/-/vite-4.1.16.tgz",
+      "integrity": "sha512-bbguNBcDxsRmi9nnlWJxhfDWamY3lmcyACHcdO1crxfzuLpOhHLLtEIN/nCbbAtj5rchUgQD17QVAKi1f7IsKg==",
+      "license": "MIT",
+      "dependencies": {
+        "@tailwindcss/node": "4.1.16",
+        "@tailwindcss/oxide": "4.1.16",
+        "tailwindcss": "4.1.16"
+      },
+      "peerDependencies": {
+        "vite": "^5.2.0 || ^6 || ^7"
+      }
+    },
     "node_modules/@types/argparse": {
       "version": "2.0.17",
       "resolved": "https://registry.npmjs.org/@types/argparse/-/argparse-2.0.17.tgz",
@@ -4054,6 +4309,15 @@
         "npm": "1.2.8000 || >= 1.4.16"
       }
     },
+    "node_modules/detect-libc": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/detect-libc/-/detect-libc-2.1.2.tgz",
+      "integrity": "sha512-Btj2BOOO83o3WyH59e8MgXsxEQVcarkUOpEYrubB0urwnN10yQ364rsiByU11nZlqWYZm05i/of7io4mzihBtQ==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/devlop": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/devlop/-/devlop-1.1.0.tgz",
@@ -4160,6 +4424,19 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/enhanced-resolve": {
+      "version": "5.18.3",
+      "resolved": "https://registry.npmjs.org/enhanced-resolve/-/enhanced-resolve-5.18.3.tgz",
+      "integrity": "sha512-d4lC8xfavMeBjzGr2vECC3fsGXziXZQyJxD868h2M/mBI3PwAuODxAkLkq5HYuvrPYcUtiLzsTo8U3PgX3Ocww==",
+      "license": "MIT",
+      "dependencies": {
+        "graceful-fs": "^4.2.4",
+        "tapable": "^2.2.0"
+      },
+      "engines": {
+        "node": ">=10.13.0"
+      }
+    },
     "node_modules/entities": {
       "version": "4.5.0",
       "resolved": "https://registry.npmjs.org/entities/-/entities-4.5.0.tgz",
@@ -4377,7 +4654,6 @@
       "version": "0.21.5",
       "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.21.5.tgz",
       "integrity": "sha512-mg3OPMV4hXywwpoDxu3Qda5xCKQi+vCTZq8S9J/EpkhB2HzKXq4SNFZE3+NK93JYxc8VMSep+lOUSC/RVKaBqw==",
-      "dev": true,
       "hasInstallScript": true,
       "bin": {
         "esbuild": "bin/esbuild"
@@ -5052,7 +5328,6 @@
       "version": "2.3.3",
       "resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.3.tgz",
       "integrity": "sha512-5xoDfX+fL7faATnagmWPpbFtwh/R77WmMMqqHGS65C3vvB0YHrgF+B1YmZ3441tMj5n63k0212XNoJwzlhffQw==",
-      "dev": true,
       "hasInstallScript": true,
       "optional": true,
       "os": [
@@ -5212,6 +5487,12 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/graceful-fs": {
+      "version": "4.2.11",
+      "resolved": "https://registry.npmjs.org/graceful-fs/-/graceful-fs-4.2.11.tgz",
+      "integrity": "sha512-RbJ5/jmFcNNCcDV5o9eTnBLJ/HszWV0P73bc+Ff4nS/rJj+YaS6IGyiOL0VoBYX+l1Wrl3k63h/KrH+nhJ0XvQ==",
+      "license": "ISC"
+    },
     "node_modules/graphemer": {
       "version": "1.4.0",
       "resolved": "https://registry.npmjs.org/graphemer/-/graphemer-1.4.0.tgz",
@@ -6009,6 +6290,15 @@
       "integrity": "sha512-RHxMLp9lnKHGHRng9QFhRCMbYAcVpn69smSGcq3f36xjgVVWThj4qqLbTLlq7Ssj8B+fIQ1EuCEGI2lKsyQeIw==",
       "dev": true
     },
+    "node_modules/jiti": {
+      "version": "2.6.1",
+      "resolved": "https://registry.npmjs.org/jiti/-/jiti-2.6.1.tgz",
+      "integrity": "sha512-ekilCSN1jwRvIbgeg/57YFh8qQDNbwDb9xT/qu2DAHbFFZUicIl4ygVaAvzveMhMVr3LnpSKTNnwt8PoOfmKhQ==",
+      "license": "MIT",
+      "bin": {
+        "jiti": "lib/jiti-cli.mjs"
+      }
+    },
     "node_modules/jquery": {
       "version": "3.7.1",
       "resolved": "https://registry.npmjs.org/jquery/-/jquery-3.7.1.tgz",
@@ -6173,6 +6463,255 @@
         "immediate": "~3.0.5"
       }
     },
+    "node_modules/lightningcss": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss/-/lightningcss-1.30.2.tgz",
+      "integrity": "sha512-utfs7Pr5uJyyvDETitgsaqSyjCb2qNRAtuqUeWIAKztsOYdcACf2KtARYXg2pSvhkt+9NfoaNY7fxjl6nuMjIQ==",
+      "license": "MPL-2.0",
+      "dependencies": {
+        "detect-libc": "^2.0.3"
+      },
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      },
+      "optionalDependencies": {
+        "lightningcss-android-arm64": "1.30.2",
+        "lightningcss-darwin-arm64": "1.30.2",
+        "lightningcss-darwin-x64": "1.30.2",
+        "lightningcss-freebsd-x64": "1.30.2",
+        "lightningcss-linux-arm-gnueabihf": "1.30.2",
+        "lightningcss-linux-arm64-gnu": "1.30.2",
+        "lightningcss-linux-arm64-musl": "1.30.2",
+        "lightningcss-linux-x64-gnu": "1.30.2",
+        "lightningcss-linux-x64-musl": "1.30.2",
+        "lightningcss-win32-arm64-msvc": "1.30.2",
+        "lightningcss-win32-x64-msvc": "1.30.2"
+      }
+    },
+    "node_modules/lightningcss-android-arm64": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-android-arm64/-/lightningcss-android-arm64-1.30.2.tgz",
+      "integrity": "sha512-BH9sEdOCahSgmkVhBLeU7Hc9DWeZ1Eb6wNS6Da8igvUwAe0sqROHddIlvU06q3WyXVEOYDZ6ykBZQnjTbmo4+A==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-darwin-arm64": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-darwin-arm64/-/lightningcss-darwin-arm64-1.30.2.tgz",
+      "integrity": "sha512-ylTcDJBN3Hp21TdhRT5zBOIi73P6/W0qwvlFEk22fkdXchtNTOU4Qc37SkzV+EKYxLouZ6M4LG9NfZ1qkhhBWA==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-darwin-x64": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-darwin-x64/-/lightningcss-darwin-x64-1.30.2.tgz",
+      "integrity": "sha512-oBZgKchomuDYxr7ilwLcyms6BCyLn0z8J0+ZZmfpjwg9fRVZIR5/GMXd7r9RH94iDhld3UmSjBM6nXWM2TfZTQ==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "darwin"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-freebsd-x64": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-freebsd-x64/-/lightningcss-freebsd-x64-1.30.2.tgz",
+      "integrity": "sha512-c2bH6xTrf4BDpK8MoGG4Bd6zAMZDAXS569UxCAGcA7IKbHNMlhGQ89eRmvpIUGfKWNVdbhSbkQaWhEoMGmGslA==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "freebsd"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-linux-arm-gnueabihf": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-arm-gnueabihf/-/lightningcss-linux-arm-gnueabihf-1.30.2.tgz",
+      "integrity": "sha512-eVdpxh4wYcm0PofJIZVuYuLiqBIakQ9uFZmipf6LF/HRj5Bgm0eb3qL/mr1smyXIS1twwOxNWndd8z0E374hiA==",
+      "cpu": [
+        "arm"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-linux-arm64-gnu": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-arm64-gnu/-/lightningcss-linux-arm64-gnu-1.30.2.tgz",
+      "integrity": "sha512-UK65WJAbwIJbiBFXpxrbTNArtfuznvxAJw4Q2ZGlU8kPeDIWEX1dg3rn2veBVUylA2Ezg89ktszWbaQnxD/e3A==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-linux-arm64-musl": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-arm64-musl/-/lightningcss-linux-arm64-musl-1.30.2.tgz",
+      "integrity": "sha512-5Vh9dGeblpTxWHpOx8iauV02popZDsCYMPIgiuw97OJ5uaDsL86cnqSFs5LZkG3ghHoX5isLgWzMs+eD1YzrnA==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-linux-x64-gnu": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-x64-gnu/-/lightningcss-linux-x64-gnu-1.30.2.tgz",
+      "integrity": "sha512-Cfd46gdmj1vQ+lR6VRTTadNHu6ALuw2pKR9lYq4FnhvgBc4zWY1EtZcAc6EffShbb1MFrIPfLDXD6Xprbnni4w==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-linux-x64-musl": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-linux-x64-musl/-/lightningcss-linux-x64-musl-1.30.2.tgz",
+      "integrity": "sha512-XJaLUUFXb6/QG2lGIW6aIk6jKdtjtcffUT0NKvIqhSBY3hh9Ch+1LCeH80dR9q9LBjG3ewbDjnumefsLsP6aiA==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-win32-arm64-msvc": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-win32-arm64-msvc/-/lightningcss-win32-arm64-msvc-1.30.2.tgz",
+      "integrity": "sha512-FZn+vaj7zLv//D/192WFFVA0RgHawIcHqLX9xuWiQt7P0PtdFEVaxgF9rjM/IRYHQXNnk61/H/gb2Ei+kUQ4xQ==",
+      "cpu": [
+        "arm64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
+    "node_modules/lightningcss-win32-x64-msvc": {
+      "version": "1.30.2",
+      "resolved": "https://registry.npmjs.org/lightningcss-win32-x64-msvc/-/lightningcss-win32-x64-msvc-1.30.2.tgz",
+      "integrity": "sha512-5g1yc73p+iAkid5phb4oVFMB45417DkRevRbt/El/gKXJk4jid+vPFF/AXbxn05Aky8PapwzZrdJShv5C0avjw==",
+      "cpu": [
+        "x64"
+      ],
+      "license": "MPL-2.0",
+      "optional": true,
+      "os": [
+        "win32"
+      ],
+      "engines": {
+        "node": ">= 12.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/parcel"
+      }
+    },
     "node_modules/lit": {
       "version": "3.3.0",
       "resolved": "https://registry.npmjs.org/lit/-/lit-3.3.0.tgz",
@@ -8524,7 +9063,6 @@
       "version": "4.46.3",
       "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.46.3.tgz",
       "integrity": "sha512-RZn2XTjXb8t5g13f5YclGoilU/kwT696DIkY3sywjdZidNSi3+vseaQov7D7BZXVJCPv3pDWUN69C78GGbXsKw==",
-      "dev": true,
       "dependencies": {
         "@types/estree": "1.0.8"
       },
@@ -9345,6 +9883,25 @@
         "url": "https://opencollective.com/synckit"
       }
     },
+    "node_modules/tailwindcss": {
+      "version": "4.1.16",
+      "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-4.1.16.tgz",
+      "integrity": "sha512-pONL5awpaQX4LN5eiv7moSiSPd/DLDzKVRJz8Q9PgzmAdd1R4307GQS2ZpfiN7ZmekdQrfhZZiSE5jkLR4WNaA==",
+      "license": "MIT"
+    },
+    "node_modules/tapable": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/tapable/-/tapable-2.3.0.tgz",
+      "integrity": "sha512-g9ljZiwki/LfxmQADO3dEY1CbpmXT5Hm2fJ+QaGKwSXUylMybePR7/67YW7jOrrvjEgL1Fmz5kzyAjWVWLlucg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/webpack"
+      }
+    },
     "node_modules/through": {
       "version": "2.3.8",
       "resolved": "https://registry.npmjs.org/through/-/through-2.3.8.tgz",
@@ -9909,7 +10466,6 @@
       "version": "5.4.20",
       "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.20.tgz",
       "integrity": "sha512-j3lYzGC3P+B5Yfy/pfKNgVEg4+UtcIJcVRt2cDjIOmhLourAqPqf8P7acgxeiSgUB7E3p2P8/3gNIgDLpwzs4g==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "esbuild": "^0.21.3",
diff --git a/package.json b/package.json
index 5c4ca4be..d28a0213 100644
--- a/package.json
+++ b/package.json
@@ -16,6 +16,7 @@
     "@fortawesome/free-solid-svg-icons": "^7.0.0",
     "@fortawesome/vue-fontawesome": "^3.1.1",
     "@primevue/themes": "^4.4.1",
+    "@tailwindcss/vite": "^4.1.16",
     "@unhead/vue": "^2.0.17",
     "axios": "^1.11.0",
     "chart.js": "^4.4.1",
@@ -55,6 +56,7 @@
     "primeicons": "^6.0.1",
     "primevue": "^4.4.1",
     "rest-client-vue": "^1.2.0-b2",
+    "tailwindcss": "^4.1.16",
     "universal-base64url": "~1.1.0",
     "uuid": "^9.0.1",
     "vee-validate": "^4.12.2",
diff --git a/src/assets/app.css b/src/assets/app.css
index 7e028514..11dbacdd 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -1,3 +1,5 @@
+@import "tailwindcss";
+
 * {
   text-rendering: optimizeLegibility;
   font-family: 'Raleway', sans-serif;
diff --git a/vite.config.js b/vite.config.js
index a8add176..4d1ff946 100644
--- a/vite.config.js
+++ b/vite.config.js
@@ -3,9 +3,10 @@ import {resolve} from 'path'
 import {defineConfig} from 'vite'
 import vue from '@vitejs/plugin-vue'
 import basicSsl from '@vitejs/plugin-basic-ssl'
+import tailwindcss from '@tailwindcss/vite'
 
 export default defineConfig({
-  plugins: [vue(), basicSsl()],
+  plugins: [vue(), basicSsl(), tailwindcss()],
   resolve: {
     alias: {
       '@': fileURLToPath(new URL('./src', import.meta.url))

From 5ef8f0de8072904b630d85e1da9af5263d269135 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 5 Dec 2025 15:55:59 -0800
Subject: [PATCH 008/157] Rebase with release-2025.5.3

---
 src/components/CollectionAdder.vue            |  4 --
 src/components/layout/Toolbar.vue             |  8 +--
 src/components/screens/AboutView.vue          | 36 +++---------
 src/components/screens/DocumentationView.vue  | 38 ++++++------
 src/components/screens/ScoreSetCreator.vue    | 21 -------
 src/components/screens/ScoreSetEditor.vue     | 21 -------
 src/components/screens/ScoreSetView.vue       | 58 +++++++------------
 .../screens/SearchVariantsScreen.vue          | 23 +-------
 src/components/screens/SearchView.vue         |  4 +-
 src/components/screens/StatisticsView.vue     |  4 --
 10 files changed, 54 insertions(+), 163 deletions(-)

diff --git a/src/components/CollectionAdder.vue b/src/components/CollectionAdder.vue
index 8cde832c..d1d8f52b 100644
--- a/src/components/CollectionAdder.vue
+++ b/src/components/CollectionAdder.vue
@@ -272,8 +272,4 @@ export default {
 .mave-collection-option-sharing {
   color: #999;
 }
-
-.mave-create-collection-button {
-  display: inline;
-}
 </style>
diff --git a/src/components/layout/Toolbar.vue b/src/components/layout/Toolbar.vue
index 133ded7d..2335a43f 100644
--- a/src/components/layout/Toolbar.vue
+++ b/src/components/layout/Toolbar.vue
@@ -23,14 +23,14 @@
             <InputText
               ref="searchTextInput"
               v-model="searchText"
-              class="p-inputtext-sm"
+              class="p-inputtext-sm !rounded-r-none"
               placeholder="Search"
               style="width: 200px"
               type="search"
               @keyup.enter="search"
             />
             <Button
-              class="p-button-default p-button-sm"
+              class="p-button-default p-button-sm !rounded-l-none pt-1 pb-2"
               :enabled="searchText && searchText.length > 0"
               icon="pi pi-search"
               @click="search"
@@ -282,10 +282,6 @@ export default {
   margin-right: 0.5rem;
 }
 
-.mavedb-menubar .mavedb-title {
-  font-size: 2rem;
-}
-
 .mavedb-beta-banner {
   background-color: #eb9c3f;
   color: #fff;
diff --git a/src/components/screens/AboutView.vue b/src/components/screens/AboutView.vue
index 849e88d8..14f27b22 100644
--- a/src/components/screens/AboutView.vue
+++ b/src/components/screens/AboutView.vue
@@ -1,10 +1,10 @@
 <template>
     <DefaultLayout>
-        <section class="about-view">
-            <header class="about-view__header">
-                <h1>About MaveDB</h1>
+        <section class="p-4">
+            <header>
+                <h1 class="text-3xl font-extrabold pb-4">About MaveDB</h1>
             </header>
-            <main class="about-view__content">
+            <main class="leading-relaxed flex flex-col space-y-4">
                 <p>
                 MaveDB is a public repository for datasets from Multiplexed Assays of Variant Effect (MAVEs),
                 such as those generated by deep mutational scanning (DMS) or massively parallel reporter assay
@@ -80,16 +80,16 @@
                 </p>
                 <hr style="border:0; border-top:1px solid #ccc; height:0; margin:1.5rem 0;" />
 
-                <h2>Citing MaveDB</h2>
+                <h2 class="text-2xl font-extrabold">Citing MaveDB</h2>
                 <p>
                 To cite MaveDB, please cite our most recent publication:
                 </p>
-                <blockquote>
+                <blockquote class="ml-10">
                     Rubin, A.F., Stone, J., Bianchi, A.H. <i>et al.</i> MaveDB 2024: a curated community database with over seven million variant effects
                     from multiplexed functional assays. <i>Genome Biol</i> <b>26</b>, 13 (2025). <a href=https://doi.org/10.1186/s13059-025-03476-y>https://doi.org/10.1186/s13059-025-03476-y</a>
                 </blockquote>
-                Previous MaveDB publications are listed below:
-                <blockquote>
+                <p>Previous MaveDB publications are listed below:</p>
+                <blockquote class="ml-10">
                 Daniel Esposito, Jochen Weile, Jay Shendure, Lea M Starita, Anthony T Papenfuss, Frederick P Roth, Douglas M Fowler, Alan F Rubin.
                 MaveDB: an open-source platform to distribute and interpret data from multiplexed assays of variant effect.
                 <i>Genome Biol</i> <b>20</b>, 223 (2019). <a href="https://doi.org/10.1186/s13059-019-1845-6">https://doi.org/10.1186/s13059-019-1845-6</a>
@@ -115,23 +115,3 @@ export default defineComponent({
     }
 });
 </script>
-
-<style scoped>
-.about-view {
-    display: flex;
-    flex-direction: column;
-    padding: 1.5rem;
-    gap: 1rem;
-}
-
-.about-view__header h1 {
-    margin: 0;
-    font-size: 1.75rem;
-    font-weight: 600;
-}
-
-.about-view__content {
-    font-size: 1rem;
-    line-height: 1.5;
-}
-</style>
diff --git a/src/components/screens/DocumentationView.vue b/src/components/screens/DocumentationView.vue
index ad477fda..7bd9c22e 100644
--- a/src/components/screens/DocumentationView.vue
+++ b/src/components/screens/DocumentationView.vue
@@ -1,24 +1,26 @@
 <template>
   <DefaultLayout>
-    <h1>Documentation</h1>
-    <p>Welcome to the documentation page for MaveDB and its associated packages.</p>
-    <ul>
-      <li><a href="/docs/mavedb/index.html">MaveDB documentation homepage</a></li>
-      <ul>
-        <li>View project on <a href="https://github.com/VariantEffect/mavedb-api">GitHub</a></li>
-        <li><a :href="apiDocumentationUrl">API documentation</a></li>
+    <div class="ml-12 mt-4">
+      <h1 class="text-2xl font-extrabold mb-4">Documentation</h1>
+      <p class="mb-4">Welcome to the documentation page for MaveDB and its associated packages.</p>
+      <ul class="ml-10 list-disc">
+        <li><a href="/docs/mavedb/index.html">MaveDB documentation homepage</a></li>
+        <ul class="ml-10 list-disc">
+          <li>View project on <a href="https://github.com/VariantEffect/mavedb-api">GitHub</a></li>
+          <li><a :href="apiDocumentationUrl">API documentation</a></li>
+        </ul>
+        <li><a href="/docs/mavehgvs/index.html">MAVE-HGVS documentation homepage</a></li>
+        <ul class="ml-10 list-disc">
+          <li>View project on <a href="https://github.com/VariantEffect/mavehgvs">GitHub</a></li>
+          <li>View project on <a href="https://pypi.org/project/mavehgvs/">PyPI</a></li>
+        </ul>
+        <li><a href="/docs/mavetools/index.html">MaveTools documentation homepage</a></li>
+        <ul class="ml-10 list-disc">
+          <li>View project on <a href="https://github.com/VariantEffect/MaveTools">GitHub</a></li>
+          <li>View project on <a href="https://pypi.org/project/mavetools/">PyPI</a></li>
+        </ul>
       </ul>
-      <li><a href="/docs/mavehgvs/index.html">MAVE-HGVS documentation homepage</a></li>
-      <ul>
-        <li>View project on <a href="https://github.com/VariantEffect/mavehgvs">GitHub</a></li>
-        <li>View project on <a href="https://pypi.org/project/mavehgvs/">PyPI</a></li>
-      </ul>
-      <li><a href="/docs/mavetools/index.html">MaveTools documentation homepage</a></li>
-      <ul>
-        <li>View project on <a href="https://github.com/VariantEffect/MaveTools">GitHub</a></li>
-        <li>View project on <a href="https://pypi.org/project/mavetools/">PyPI</a></li>
-      </ul>
-    </ul>
+    </div>
   </DefaultLayout>
 </template>
 
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 530dcda9..e75c9a0a 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -3049,25 +3049,4 @@ export default {
   right: 5px;
   z-index: 1001;
 }
-
-.mave-taxonomy-dropdown-panel.p-dropdown-panel .p-dropdown-items .p-dropdown-item {
-  padding: 0;
-}
-
-.mave-taxonomy-dropdown-panel.p-dropdown-panel
-  .p-dropdown-items
-  .p-dropdown-item:not(.p-highlight):not(.p-disabled):hover {
-  background: #eef;
-}
-
-.mave-taxonomy-dropdown-panel.p-dropdown-panel
-  .p-dropdown-items
-  .p-dropdown-item:not(.p-highlight):not(.p-disabled):hover
-  .mave-taxonomy-common-name,
-.mave-taxonomy-dropdown-panel.p-dropdown-panel
-  .p-dropdown-items
-  .p-dropdown-item:not(.p-highlight):not(.p-disabled):hover
-  .mave-taxonomy-organism-name {
-  background: #eef;
-}
 </style>
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index 67c50469..e1086972 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -2177,25 +2177,4 @@ export default {
   right: 5px;
   z-index: 1001;
 }
-
-.mave-taxonomy-dropdown-panel.p-dropdown-panel .p-dropdown-items .p-dropdown-item {
-  padding: 0;
-}
-
-.mave-taxonomy-dropdown-panel.p-dropdown-panel
-  .p-dropdown-items
-  .p-dropdown-item:not(.p-highlight):not(.p-disabled):hover {
-  background: #eef;
-}
-
-.mave-taxonomy-dropdown-panel.p-dropdown-panel
-  .p-dropdown-items
-  .p-dropdown-item:not(.p-highlight):not(.p-disabled):hover
-  .mave-taxonomy-common-name,
-.mave-taxonomy-dropdown-panel.p-dropdown-panel
-  .p-dropdown-items
-  .p-dropdown-item:not(.p-highlight):not(.p-disabled):hover
-  .mave-taxonomy-organism-name {
-  background: #eef;
-}
 </style>
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index a427e7e4..4cb1ba1a 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -45,19 +45,21 @@
       <div v-if="variants?.length">
         <div class="mavedb-score-set-variant-search">
           <span class="p-float-label">
-            <AutoComplete
-              :id="scopedId('variant-search')"
-              v-model="selectedVariant"
-              dropdown
-              option-label="mavedb_label"
-              scroll-height="175px"
-              select-on-focus
-              style="flex: 1"
-              :suggestions="variantSearchSuggestions"
-              :virtual-scroller-options="{itemSize: 50}"
-              @complete="variantSearch"
-            />
-            <label :for="scopedId('variant-search')">Search for a variant in this score set</label>
+            <IftaLabel class="flex flex-col w-full">
+              <AutoComplete
+                :id="scopedId('variant-search')"
+                v-model="selectedVariant"
+                class="h-14"
+                dropdown
+                option-label="mavedb_label"
+                scroll-height="175px"
+                select-on-focus
+                :suggestions="variantSearchSuggestions"
+                :virtual-scroller-options="{itemSize: 50}"
+                @complete="variantSearch"
+              />
+              <label :for="scopedId('variant-search')">Search for a variant in this score set</label>
+            </IftaLabel>
             <Button
               aria-label="Clear"
               icon="pi pi-times"
@@ -81,10 +83,11 @@
             <Button
               v-tooltip="clinicalModeHelpText"
               aria-label="About raw vs. clinical mode"
-              class="p-button-help mavedb-help-tooltip-button"
+              class="p-button-help"
               icon="pi pi-info"
               outlined
               rounded
+              size="small"
             />
           </span>
         </div>
@@ -245,7 +248,7 @@
         <div class="mavedb-score-set-section-title">Primary References</div>
         <div v-if="item.primaryPublicationIdentifiers.length > 0">
           <div v-for="publication in item.primaryPublicationIdentifiers" :key="publication">
-            <ul style="list-style-type: square">
+            <ul class="ml-10 list-[square]">
               <!-- eslint-disable-next-line vue/no-v-html -->
               <li v-html="markdownToHtml(publication.referenceHtml)"></li>
               <div>
@@ -406,6 +409,7 @@ import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Checkbox from 'primevue/checkbox'
 import Dialog from 'primevue/dialog'
+import IftaLabel from 'primevue/iftalabel'
 import InputSwitch from 'primevue/inputswitch'
 import ProgressSpinner from 'primevue/progressspinner'
 import ProgressBar from 'primevue/progressbar'
@@ -459,6 +463,7 @@ export default {
     DefaultLayout,
     Dialog,
     InputSwitch,
+    IftaLabel,
     ItemNotFound,
     PageLoading,
     ProgressBar,
@@ -1321,29 +1326,6 @@ export default {
   content: '';
   clear: both;
 }
-
-.mavedb-help-tooltip-button {
-  height: 0.5rem;
-  width: 0.5rem;
-  vertical-align: middle;
-  /* Remove extra vertical margin/padding if any. */
-  margin-top: 0;
-  margin-bottom: 0;
-  /* Ensure that button is inline with text. */
-  display: inline-flex;
-  align-items: center;
-  background: none;
-}
-
-.mavedb-help-tooltip-button:focus,
-.mavedb-help-tooltip-button:active,
-.mavedb-help-tooltip-button.p-focus {
-  background: none;
-}
-
-.mavedb-help-tooltip-button:deep(.p-button-icon) {
-  font-size: 0.5rem;
-}
 </style>
 
 <style>
diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index 0cec500e..05867434 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -10,7 +10,7 @@
         searchResultsVisible ? 'mavedb-search-view-with-results' : 'mavedb-search-view-without-results'
       ]"
     >
-      <div class="mavedb-page-title">
+      <div class="flex justify-content-center">
         <img alt="MaveMD" class="mavedb-mavemd-logo" src="@/assets/mavemd-logo.png" />
       </div>
       <div class="mavedb-mavemd-intro">
@@ -1064,10 +1064,6 @@ export default defineComponent({
 </script>
 
 <style scoped>
-.mavedb-page-title {
-  text-align: center;
-}
-
 .mavedb-mavemd-logo {
   height: 150px;
   margin: 1em 0 0 0;
@@ -1091,10 +1087,6 @@ export default defineComponent({
   display: flex;
 }
 
-.mavedb-search-view-without-results .mavedb-page-title {
-  flex: 0 0 auto;
-}
-
 .mavedb-search-view-without-results .mavedb-mavemd-intro {
   display: block;
   flex-direction: column;
@@ -1179,19 +1171,6 @@ export default defineComponent({
   font-style: normal;
 }
 
-.mavedb-search-clear-button {
-  position: absolute;
-  top: 12px;
-  right: 8px;
-  margin: 0;
-  padding: 0;
-}
-
-.mavedb-variant-search-result-subheading {
-  margin: 1em 0 0.5em 0;
-  font-weight: bold;
-}
-
 .variant-search-result {
   display: flex;
   gap: 20px;
diff --git a/src/components/screens/SearchView.vue b/src/components/screens/SearchView.vue
index 4fb398c2..0f0e6eae 100644
--- a/src/components/screens/SearchView.vue
+++ b/src/components/screens/SearchView.vue
@@ -548,10 +548,12 @@ export default defineComponent({
   width: 24%;
 }
 
+.mavedb-search-filter-option-picker:deep(.p-listbox-option) > div {
+  width: 100%;
+}
 .mavedb-organism-picker:deep(.p-listbox-item) {
   font-style: italic;
 }
-
 .mavedb-organism-picker:deep(.p-listbox-item .p-badge) {
   font-style: normal;
 }
diff --git a/src/components/screens/StatisticsView.vue b/src/components/screens/StatisticsView.vue
index 954c3e8f..a95c8d32 100644
--- a/src/components/screens/StatisticsView.vue
+++ b/src/components/screens/StatisticsView.vue
@@ -498,10 +498,6 @@ h1 {
   grid-row-end: span 2;
 }
 
-.statistics-tile:deep(.p-card-content) {
-  padding: 0;
-}
-
 .chart-header {
   display: flex;
 }

From 8fb8a3e4d0844986016c72208f081b051d0d77a2 Mon Sep 17 00:00:00 2001
From: EstelleDa <baishenlonger@live.com.sg>
Date: Tue, 9 Dec 2025 16:39:06 +1100
Subject: [PATCH 009/157] Add Raw Read Identifier link to scoreset page.

---
 src/components/screens/ScoreSetView.vue | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index a427e7e4..2f5eb607 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -311,6 +311,15 @@
           </ul>
         </div>
         <template v-else>No associated DOIs<br /></template>
+        <strong>Raw reads: </strong>
+        <div v-if="item.experiment.rawReadIdentifiers.length != 0">
+          <ul style="list-style-type: square">
+            <li v-for="(read, i) of item.experiment.rawReadIdentifiers" :key="i">
+              <a :href="`${read.url}`" target="blank">{{ read.identifier }}</a>
+            </li>
+          </ul>
+        </div>
+        <template v-else>No associated raw reads<br /></template>
 
         <div id="variants" class="mavedb-score-set-section-title">Variants</div>
         <div v-if="item.processingState == 'failed' && item.processingErrors.detail">

From c45cefd4d37e698d754f66212e74d9c6188154be Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 9 Dec 2025 17:00:00 -0800
Subject: [PATCH 010/157] wip: Bring documentation into the present

---
 public/docs/mavedb/.buildinfo                 |   2 +-
 .../_images/brca1_assay_facts_example.png     | Bin 0 -> 94805 bytes
 .../mavedb/_sources/accession_numbers.rst.txt |  31 +-
 public/docs/mavedb/_sources/accounts.rst.txt  |  26 +-
 public/docs/mavedb/_sources/api/index.rst.txt |  10 +
 .../docs/mavedb/_sources/assay_facts.rst.txt  |  60 +++
 .../mavedb/_sources/bulk_downloads.rst.txt    |  32 ++
 public/docs/mavedb/_sources/citation.rst.txt  |  18 +-
 .../mavedb/_sources/clinical_view.rst.txt     |   0
 .../docs/mavedb/_sources/collections.rst.txt  | 106 +++++
 .../_sources/controlled-keywords.rst.txt      |   0
 .../_sources/controlled_vocabulary.rst.txt    | 215 ++++++++++
 .../docs/mavedb/_sources/data_formats.rst.txt |  90 +++-
 .../mavedb/_sources/data_set_search.rst.txt   |   9 +
 .../data_set_types/experiment_sets.rst.txt    |  11 +
 .../data_set_types/experiments.rst.txt        |  21 +
 .../_sources/data_set_types/index.rst.txt     |  32 ++
 .../data_set_types/score_sets.rst.txt         |  24 ++
 .../mavedb/_sources/dataset_search.rst.txt    |   0
 .../_sources/external_integrations.rst.txt    |  44 ++
 public/docs/mavedb/_sources/faqs.rst.txt      |  17 +
 .../mavedb/_sources/getting_started.rst.txt   |  56 +++
 public/docs/mavedb/_sources/heatmap.rst.txt   |   0
 public/docs/mavedb/_sources/histogram.rst.txt |   0
 public/docs/mavedb/_sources/index.rst.txt     |  24 +-
 .../mavedb/_sources/mapped_variants.rst.txt   |   0
 public/docs/mavedb/_sources/mavemd.rst.txt    |   0
 .../_sources/mavemd/clinical_view.rst.txt     |   8 +
 .../mavedb/_sources/mavemd/curation.rst.txt   |   8 +
 .../evaluating_functional_assays.rst.txt      |  15 +
 .../docs/mavedb/_sources/mavemd/index.rst.txt |  17 +
 .../_sources/mavemd/variant_search.rst.txt    |   8 +
 .../docs/mavedb/_sources/publishing.rst.txt   |  36 +-
 .../record_types/experiment_sets.rst.txt      |  16 +
 .../_sources/record_types/experiments.rst.txt |  92 +++++
 .../_sources/record_types/index.rst.txt       |  41 ++
 .../record_types/metadata_guide.rst.txt       | 306 ++++++++++++++
 .../_sources/record_types/score_sets.rst.txt  | 120 ++++++
 .../_sources/score_calibrations.rst.txt       |   8 +
 public/docs/mavedb/_sources/targets.rst.txt   | 177 ++++++++
 .../docs/mavedb/_sources/upload_guide.rst.txt | 173 +++-----
 .../mavedb/_sources/variant_mapping.rst.txt   |  70 ++++
 .../mavedb/_sources/variant_search.rst.txt    |   0
 .../mavedb/_sources/visualizations.rst.txt    |  57 +++
 .../mavedb/_static/documentation_options.js   |   2 +-
 public/docs/mavedb/accession_numbers.html     |  55 +--
 public/docs/mavedb/accounts.html              |  50 +--
 public/docs/mavedb/api/index.html             | 115 ++++++
 public/docs/mavedb/assay_facts.html           | 166 ++++++++
 public/docs/mavedb/bulk_downloads.html        | 135 ++++++
 public/docs/mavedb/citation.html              |  32 +-
 public/docs/mavedb/clinical_view.html         |  86 ++++
 public/docs/mavedb/collections.html           | 191 +++++++++
 public/docs/mavedb/controlled-keywords.html   |  86 ++++
 public/docs/mavedb/controlled_vocabulary.html | 294 +++++++++++++
 public/docs/mavedb/data_formats.html          | 120 ++++--
 public/docs/mavedb/data_licensing.html        |  10 +-
 public/docs/mavedb/data_set_search.html       | 115 ++++++
 .../data_set_types/experiment_sets.html       | 121 ++++++
 .../mavedb/data_set_types/experiments.html    | 131 ++++++
 public/docs/mavedb/data_set_types/index.html  | 144 +++++++
 .../mavedb/data_set_types/score_sets.html     | 142 +++++++
 public/docs/mavedb/dataset_search.html        |  86 ++++
 public/docs/mavedb/external_integrations.html | 139 +++++++
 public/docs/mavedb/faqs.html                  | 130 ++++++
 public/docs/mavedb/genindex.html              |  10 +-
 public/docs/mavedb/getting_started.html       | 152 +++++++
 public/docs/mavedb/heatmap.html               |  86 ++++
 public/docs/mavedb/histogram.html             |  86 ++++
 public/docs/mavedb/index.html                 | 112 +++--
 public/docs/mavedb/mapped_variants.html       |  86 ++++
 public/docs/mavedb/mavemd.html                |  86 ++++
 public/docs/mavedb/mavemd/clinical_view.html  | 116 ++++++
 public/docs/mavedb/mavemd/curation.html       | 116 ++++++
 .../mavemd/evaluating_functional_assays.html  | 122 ++++++
 public/docs/mavedb/mavemd/index.html          | 123 ++++++
 public/docs/mavedb/mavemd/variant_search.html | 116 ++++++
 public/docs/mavedb/objects.inv                | Bin 1016 -> 4276 bytes
 public/docs/mavedb/publishing.html            |  68 ++-
 .../mavedb/record_types/experiment_sets.html  | 122 ++++++
 .../docs/mavedb/record_types/experiments.html | 210 ++++++++++
 public/docs/mavedb/record_types/index.html    | 162 ++++++++
 .../mavedb/record_types/metadata_guide.html   | 386 ++++++++++++++++++
 .../docs/mavedb/record_types/score_sets.html  | 235 +++++++++++
 public/docs/mavedb/score_calibrations.html    | 115 ++++++
 public/docs/mavedb/search.html                |  10 +-
 public/docs/mavedb/searchindex.js             |   2 +-
 public/docs/mavedb/targets.html               | 262 ++++++++++++
 public/docs/mavedb/upload_guide.html          | 247 +++++------
 public/docs/mavedb/variant_mapping.html       | 175 ++++++++
 public/docs/mavedb/variant_search.html        |  86 ++++
 public/docs/mavedb/visualizations.html        | 163 ++++++++
 src/docs/mavedb/accession_numbers.rst         |  31 +-
 src/docs/mavedb/accounts.rst                  |  26 +-
 src/docs/mavedb/api/index.rst                 |  10 +
 src/docs/mavedb/assay_facts.rst               |  60 +++
 src/docs/mavedb/bulk_downloads.rst            |  32 ++
 src/docs/mavedb/citation.rst                  |  18 +-
 src/docs/mavedb/collections.rst               | 106 +++++
 src/docs/mavedb/conf.py                       |  33 +-
 src/docs/mavedb/controlled_vocabulary.rst     | 215 ++++++++++
 src/docs/mavedb/data_formats.rst              |  90 +++-
 src/docs/mavedb/data_licensing.rst            |  18 -
 src/docs/mavedb/data_set_search.rst           |   9 +
 src/docs/mavedb/external_integrations.rst     |  44 ++
 src/docs/mavedb/faqs.rst                      |  17 +
 src/docs/mavedb/getting_started.rst           |  56 +++
 .../images/brca1_assay_facts_example.png      | Bin 0 -> 94805 bytes
 src/docs/mavedb/index.rst                     |  24 +-
 src/docs/mavedb/mavemd/clinical_view.rst      |   8 +
 src/docs/mavedb/mavemd/curation.rst           |   8 +
 .../mavemd/evaluating_functional_assays.rst   |  15 +
 src/docs/mavedb/mavemd/index.rst              |  17 +
 src/docs/mavedb/mavemd/variant_search.rst     |   8 +
 src/docs/mavedb/publishing.rst                |  36 +-
 src/docs/mavedb/record_types.rst              |  84 ----
 .../mavedb/record_types/experiment_sets.rst   |  16 +
 src/docs/mavedb/record_types/experiments.rst  |  92 +++++
 src/docs/mavedb/record_types/index.rst        |  41 ++
 .../mavedb/record_types/metadata_guide.rst    | 306 ++++++++++++++
 src/docs/mavedb/record_types/score_sets.rst   | 120 ++++++
 src/docs/mavedb/score_calibrations.rst        |   8 +
 src/docs/mavedb/target_sequences.rst          |  36 --
 src/docs/mavedb/targets.rst                   | 177 ++++++++
 src/docs/mavedb/upload_guide.rst              | 173 +++-----
 src/docs/mavedb/variant_mapping.rst           |  70 ++++
 src/docs/mavedb/visualizations.rst            |  57 +++
 127 files changed, 9095 insertions(+), 750 deletions(-)
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diff --git a/public/docs/mavedb/.buildinfo b/public/docs/mavedb/.buildinfo
index 4c8cb171..2613b7c5 100644
--- a/public/docs/mavedb/.buildinfo
+++ b/public/docs/mavedb/.buildinfo
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diff --git a/public/docs/mavedb/_sources/accession_numbers.rst.txt b/public/docs/mavedb/_sources/accession_numbers.rst.txt
index 2663f41d..93e6f80a 100644
--- a/public/docs/mavedb/_sources/accession_numbers.rst.txt
+++ b/public/docs/mavedb/_sources/accession_numbers.rst.txt
@@ -1,12 +1,15 @@
 MaveDB accession numbers
 ============================
 
+.. _accession-numbers-intro:
+
 MaveDB accession numbers use the `URN (Uniform Resource Name) format <https://tools.ietf.org/html/rfc8141>`_.
 The accession numbers have a hierarchical structure that reflects the relationship between
-experiment sets, experiments, score sets, and individual variants in MaveDB.
+experiment sets, experiments, score sets, and individual variants in MaveDB. URNs are also used to uniquely identify
+other resources in MaveDB, such as calibrations and collections.
 
-All public accession numbers start with the string `urn:mavedb:` followed by the experiment set number
-(eight digits, zero-padded).
+URNs within the experiment set/experiment/score set/variant hierarchy start with the string `urn:mavedb:` 
+followed by the experiment set number (eight digits, zero-padded).
 Experiments are indexed by letter within the experiment set.
 If necessary, ``aa``, ``ab``, etc. will follow ``z``.
 Score sets are indexed by number within the experiment.
@@ -28,9 +31,13 @@ Score sets are indexed by number within the experiment.
    * - ``tmp:446191af-c1f8-4891-9f67-de152e9d328b``
      - temporary accession number
 
+.. _end-accession-numbers-intro:
+
 Meta-analysis accession numbers
 ####################################
 
+.. _meta-analysis-accession-numbers:
+
 Meta-analysis score sets use the special ``0`` experiment instead of a letter.
 
 Meta-analysis score sets that include data from a single experiment set will use that experiment set's number.
@@ -38,10 +45,28 @@ For meta-analyses that use data from multiple experiment sets,
 a new experiment set number will be assigned for all meta-analyses that include data from the same experiment sets.
 These meta-analysis-only experiment sets will only contain the ``0`` experiment.
 
+.. _end-meta-analysis-accession-numbers:
+
 Temporary accession numbers
 ###################################
 
+.. _temporary-accession-numbers:
+
 When first uploaded, records are given a temporary accession number starting with ``tmp:``.
 These temporary accessions are not structured according to the record type.
 
 MaveDB URNs are created when the temporary records are made publicly viewable by publishing a score set.
+
+.. _end-temporary-accession-numbers:
+
+URNs for other resources
+###################################
+
+.. _other-resources-urns:
+
+Other resources in MaveDB that exists outside of the data set hierarchy, such as calibrations and collections, also use URNs starting with ``urn:mavedb:``.
+This is followed by a resource type identifier (e.g., ``calibration``, ``collection``) and a unique
+resource identifier. For example, the URN for a calibration resource might be
+``urn:mavedb:calibration-11111111-2222-3333-aaaa-bbbbccccdddd``.
+
+.. _end-other-resources-urns:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/accounts.rst.txt b/public/docs/mavedb/_sources/accounts.rst.txt
index 7bafc213..f2d00b91 100644
--- a/public/docs/mavedb/_sources/accounts.rst.txt
+++ b/public/docs/mavedb/_sources/accounts.rst.txt
@@ -1,28 +1,40 @@
 User account management
 ==================================
 
+.. _user-accounts-intro:
+
 User account authentication in MaveDB is handled through `ORCID iD <https://orcid.org/>`_.
 If you do not have an `ORCID iD <https://orcid.org/>`_, you can register a new one for free using their service.
 
 Your MaveDB account will be created once you log in for the first time.
 
+You must have logged in at least once to MaveDB using your ORCID iD in order to be added as a :ref:`contributor<data-set-contributors>` to a dataset.
+
+.. _end-user-accounts-intro:
+
 Setting an email address
 ###################################
 
+.. _setting-email-address:
+
 MaveDB can only view public email addresses associated with your `ORCID iD <https://orcid.org/>`_.
 If you do not have one of these set and would like to receive emails from MaveDB,
 you can provide an email address using the `Profile settings page <https://www.mavedb.org/#/settings/>`_
-(requires login).
+(requires login). To upload datasets, you must provide an email address.
 
-MaveDB will send automatic emails when upload tasks complete or when your dataset permissions are changed.
-MaveDB maintainers will also use this email address to notify you of important updates that affect the usability of
-your datasets.
+.. _end-setting-email-address:
 
 API access tokens
 ###################################
 
-Users can generate an API access token to access :ref:`private datasets<Temporary accession numbers>` via API
-using the `Profile settings page <https://www.mavedb.org/#/settings/>`_ (requires login).
+.. _api-access-tokens:
+
+Users may generate an API access token to authenticate with the `MaveDB API <https://api.mavedb.org/docs>`_. This token
+will allow you to perform actions such as uploading and modifying datasets programmatically, fetching :ref:`private data sets<temporary-accession-numbers>`, 
+or managing your account. You can generate and revoke API access tokens using the 
+`Profile settings page <https://www.mavedb.org/#/settings/>`_ (requires login). 
 
 Only one API access token can be active for a given account.
-Generating a new token will invalidate the old one.
\ No newline at end of file
+Generating a new token will invalidate the old one.
+
+.. _end-api-access-tokens:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/api/index.rst.txt b/public/docs/mavedb/_sources/api/index.rst.txt
new file mode 100644
index 00000000..18c70a33
--- /dev/null
+++ b/public/docs/mavedb/_sources/api/index.rst.txt
@@ -0,0 +1,10 @@
+MaveDB API
+==================================
+
+.. _mavedb-api-intro:
+
+The MaveDB API provides programmatic access to MaveDB data and functionality.
+
+You can explore the API documentation at the following link: `MaveDB API Documentation <https://api.mavedb.org/docs>`_.
+
+.. _end-mavedb-api-intro:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/assay_facts.rst.txt b/public/docs/mavedb/_sources/assay_facts.rst.txt
new file mode 100644
index 00000000..ffc643e5
--- /dev/null
+++ b/public/docs/mavedb/_sources/assay_facts.rst.txt
@@ -0,0 +1,60 @@
+Assay facts
+===================================
+
+.. _assay-facts-intro:
+
+MaveDB captures key facts about the experimental assay used to generate variant effect measurements
+from controlled keywords based on a :ref:`controlled vocabulary<mave controlled vocabulary>`. This information is then used
+to generate a concise summary of assay facts that is displayed on the score set page.
+
+.. figure:: images/brca1_assay_facts_example.png
+   :name: assay-facts-example
+   :alt: Assay facts section from a MaveDB score set page
+   :align: left
+
+   Example of the assay facts section from a score set
+
+   This figure shows the assay facts section from 
+   `urn:mavedb:00000097-0-2 <https://mavedb.org/score-sets/urn:mavedb:00000097-0-2>`_,
+   which describes saturation genome editing of *BRCA1*.
+
+.. _end-assay-facts-intro:
+
+Assay fact sheet properties
+------------------------------------
+
+.. _assay-fact-sheet-properties:
+
+**Gene Symbol**
+    The HGNC gene symbol for the target gene being assayed.
+
+**Assay type**
+   The type of functional assay used to measure variant effects. This corresponds to the :ref:`phenotypic assay method<phenotypic assay method>` controlled vocabulary term.
+
+**Molecular mechanism**
+   The molecular mechanism by which the assay measures variant effects. This corresponds to the :ref:`molecular mechanism<molecular mechanism assessed>` controlled vocabulary term.
+
+**Variant consequences detected**
+    The types of variant consequences that the assay is capable of detecting. This corresponds to the :ref:`phenotypic assay mechanism<phenotypic assay mechanism>` controlled vocabulary term.
+
+**Model system**
+    The biological system in which the assay was performed. This corresponds to the :ref:`model system<phenotypic assay model system>` controlled vocabulary term.
+
+**Detects splicing variants**
+   Whether the assay is capable of detecting splicing variants. Based on assay design, and inferred based on a combination of the :ref:`variant library creation method<variant library creation methods>` and
+   other terms.
+
+**Detects nonsense-mediated decay (NMD) variants**
+   Whether the assay is capable of detecting NMD variants. Based on assay design, and inferred based on a combination of the :ref:`variant library creation method<variant library creation methods>` and
+   other terms.
+
+**OddsPaths**
+    The Odds of Pathogenicity score calculated for abnormal and normal functional readouts, if applicable. These OddsPaths are based on the framework described in `Brnich et al., 2019 <https://doi.org/10.1186/s13073-019-0690-2>`_.
+
+    .. note::
+       OddsPath calculations are provided when available. 
+       
+       For some assays, MaveDB maintainers may have selected OddsPaths other than those submitted by the data contributor,
+       based on updated calibrations or reanalyses of the data. In these cases, the source of the OddsPath scores will be indicated on the score set page.
+
+.. _end-assay-fact-sheet-properties:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/bulk_downloads.rst.txt b/public/docs/mavedb/_sources/bulk_downloads.rst.txt
new file mode 100644
index 00000000..f193d493
--- /dev/null
+++ b/public/docs/mavedb/_sources/bulk_downloads.rst.txt
@@ -0,0 +1,32 @@
+Bulk downloads
+==================================
+
+.. _bulk-downloads:
+
+A complete set of MaveDB data and metadata is available as a bulk download 
+hosted on `Zenodo <https://zenodo.org/>`_.
+
+.. note::
+   The associated DOI for the most recent version of the archive is
+   `10.5281/zenodo.11201736 <https://doi.org/10.5281/zenodo.11201736>`_.
+
+   The archive will be updated twice yearly in May and November.
+
+The archive contains a single JSON document called ``main.json`` that provides
+the structured metadata for every :ref:`experiment set<experiment sets>`,
+:ref:`experiment<experiments>`, and :ref:`score set<score sets>`.
+Score set data is provided in ``.csv`` format,
+with separate score and count files for each record as appropriate.
+Each file is named using the :ref:`score set urn<mavedb accession numbers>`.
+
+Users who are interested in downloading a large number of MaveDB datasets are
+strongly encouraged to use and cite these archival releases, 
+particularly for machine learning or AI-based studies where the associated data
+needs to be clearly identified for reproducibility.
+
+Datasets released using the `CC0 <https://creativecommons.org/public-domain/cc0/>`_
+public domain license are included in the archive, and this is the license
+applied to the archive itself.
+Datasets provided by MaveDB under other licenses are not currently included.
+
+.. _end-bulk-downloads:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/citation.rst.txt b/public/docs/mavedb/_sources/citation.rst.txt
index cfc359ec..caa8b2b9 100644
--- a/public/docs/mavedb/_sources/citation.rst.txt
+++ b/public/docs/mavedb/_sources/citation.rst.txt
@@ -1,7 +1,21 @@
 Citing MaveDB
 ==================================
 
-When citing MaveDB, please refer to:
+.. _citing-mavedb:
+
+When citing MaveDB, please refer to the most recent publication:
+
+Rubin AF, Stone J, Bianchi AH, Capodanno BJ, Da EY, Dias M, Esposito D, 
+Frazer J, Fu Y, Grindstaff SB, Harrington MR, Li I, McEwen AE, Min JK, Moore N, 
+Moscatelli OG, Ong J, Polunina PV, Rollins JE, Rollins NJ, Snyder AE, 
+Tam A, Wakefield MJ, Ye SS, Starita LM, Bryant VL, Marks DS, Fowler DM. 
+MaveDB 2024: a curated community database with over seven million variant effects from multiplexed functional assays. 
+*Genome Biol.* 2025 Jan 21;26(1):13. 
+doi: `10.1186/s13059-025-03476-y <https://doi.org/10.1186/s13059-025-03476-y>`_.
+PMID: `39838450 <https://pubmed.ncbi.nlm.nih.gov/39838450/>`_;
+PMCID: `PMC11753097 <http://www.ncbi.nlm.nih.gov/pmc/articles/pmc11753097/>`_.
+
+The previous citation is:
 
 Esposito D, Weile J, Shendure J, Starita LM, Papenfuss AT, Roth FP, Fowler DM, Rubin AF.
 MaveDB: an open-source platform to distribute and interpret data from multiplexed assays of variant effect.
@@ -13,3 +27,5 @@ PMCID: `PMC6827219 <http://www.ncbi.nlm.nih.gov/pmc/articles/pmc6827219/>`_.
 When citing data downloaded from MaveDB, please refer to the MaveDB publication (above) as well as the original
 publications where the datasets were reported.
 These citations are usually available on the associated experiment and score set pages.
+
+.. _end-citing-mavedb:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/clinical_view.rst.txt b/public/docs/mavedb/_sources/clinical_view.rst.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/public/docs/mavedb/_sources/collections.rst.txt b/public/docs/mavedb/_sources/collections.rst.txt
new file mode 100644
index 00000000..cf824a0b
--- /dev/null
+++ b/public/docs/mavedb/_sources/collections.rst.txt
@@ -0,0 +1,106 @@
+Data set collections
+============================================
+
+.. _data-collections-intro:
+
+To make it easier to share, organize, and find related data sets that might not be part of the same experiment or study, 
+MaveDB supports the concept of "collections". A collection is a group of related :ref:`experiments<experiments>` 
+and :ref:`score sets<score sets>` that can be browsed and shared together. Collections can be created for any 
+purpose, such as grouping data sets from a specific publication, project, or research group.
+
+Collections which you are an owner or member of will show up on data set pages when the data set is a member of the collection.
+
+.. _end-data-collections-intro:
+
+Creating Collections
+--------------------------------------------
+
+.. _creating-collections:
+
+To create a new collection, click on the dropdown menu under your user profile in the top-right corner of the MaveDB interface and select "Collections".
+From there, you can click the "Add an empty collection" button. You will be prompted to provide a name and description for your collection, 
+set its privacy level, and add any users you wish to share it with.
+
+Alternatively, when viewing an :ref:`experiment<experiments>` or :ref:`score set<score sets>`, you can add it to a new or existing collection by clicking the "Save to a collection" button
+that appears under the assay facts sheet.
+
+.. _end-creating-collections:
+
+Collection Privacy
+--------------------------------------------
+
+.. _collection-privacy:
+
+When creating a collection, you can choose to make it either public or private. Public collections can be viewed by anyone visiting MaveDB, while private collections can only be accessed by you 
+and the users you explicitly share them with.
+
+.. note::
+    Even if a collection is private, the individual :ref:`experiments<experiments>` and :ref:`score sets<score sets>` within it will still be subject to their own privacy settings.
+    For example, if a private collection contains a public score set, that score set will still be accessible to anyone with its accession number, even if they cannot view the collection itself.
+
+.. _end-collection-privacy:
+
+Collection Permissions
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _collection-permissions:
+
+When creating or managing a collection, you can specify which users have access to it. You can add other MaveDB users by their ORCiD. There are three levels of permissions you can assign to users for a collection:
+
+* **Viewer**: Users can view the collection and its contents but cannot make any changes.
+* **Editor**: Users can add or remove items from the collection and modify its metadata, but cannot change its permissions or privacy settings.
+* **Admin**: Users have full control over the collection, including managing permissions for other users and updating its privacy settings.
+
+.. note::
+    As a collection owner, you will always have admin permissions and cannot be removed from the collection. As the owner of the record, you are
+    also the only user who may delete the collection.
+
+.. _end-collection-permissions:
+
+Managing collections
+--------------------------------------------
+
+.. _managing-collections:
+
+To edit or manage an existing collection, navigate to the collection page via the "Collections" link in the user profile dropdown menu.
+From there, you can update the collection's name and description, change its privacy settings, manage user permissions, 
+and add or remove experiments and score sets from the collection.
+
+.. _end-managing-collections:
+
+Adding and removing items from collections
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _modifying-collections:
+.. _add-to-collection:
+
+To add an :ref:`experiment<experiments>` or :ref:`score set<score sets>` to a collection, navigate to the item's page and click the "Save to a collection" button located under the assay facts sheet.
+You can then select an existing collection or create a new one to add the item to. Alternatively, you can add items directly from the collection page by clicking the "Add items" button and pasting 
+the :ref:`accessions<mavedb accession numbers>` for the desired experiments or score sets. You must have the requisite permissions on the item to add it to a collection.
+
+.. _end-add-to-collection:
+.. _remove-from-collection:
+
+To remove items from a collection, navigate to the collection page, click the edit icon next to the score set or experiment list, select the items you wish to remove, and click the "Remove" button.
+Changes are not saved until you click the "Save" button at the bottom of the dialog box.
+
+.. _end-remove-from-collection:
+.. _sharing-collections:
+
+If your collection is private, you can allow other MaveDB users to access it by :ref:`adding their users as viewers<collection-permissions>`. If your collection
+is public, anyone can view it without needing to be added explicitly. Simply share the URL of the collection page with others to give them access.
+
+.. _end-sharing-collections:
+.. _end-modifying-collections:
+
+Official Collections
+--------------------------------------------
+
+.. _official-collections:
+
+Some collections in MaveDB are designated as "official" collections. These collections are curated by the MaveDB team and contain high-quality, well-annotated data sets that are of particular interest to the community.
+
+You can identify official collections by a special badge on their collection page, and they are often highlighted in MaveDB communications and promotions. These collections are also linked
+from any data set page that is included in the official collection.
+
+.. _end-official-collections:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/controlled-keywords.rst.txt b/public/docs/mavedb/_sources/controlled-keywords.rst.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/public/docs/mavedb/_sources/controlled_vocabulary.rst.txt b/public/docs/mavedb/_sources/controlled_vocabulary.rst.txt
new file mode 100644
index 00000000..398b750e
--- /dev/null
+++ b/public/docs/mavedb/_sources/controlled_vocabulary.rst.txt
@@ -0,0 +1,215 @@
+MAVE controlled vocabulary
+===================================
+
+.. _controlled-vocabulary-intro:
+
+Experiments may be tagged with a controlled set of terms. These keywords offer a structured vocabulary 
+for describing key aspects of the experiment, such as the type of assay performed, the biological system used, 
+or the specific techniques employed.
+
+Although such information may also be included in the free-text methods or abstract fields,
+using controlled keywords ensures consistency across experiments and facilitates more effective searches
+and visualizations for end users.
+
+For the information you submit to MaveDB to be maximally useful to others,
+we strongly encourage you to provide controlled keywords in the following four categories that describe key aspects of the assay:
+
+(1) The method and characteristics of genetic perturbation
+(2) Details of the phenotypic assay used to assess variant effects
+(3) Information about the cellular and environmental contexts of the assays 
+(4) The sequencing strategy for associating variants with effects.
+
+.. seealso::
+    For more information on how these controlled keywords are used in MaveDB, see the :ref:`Assay facts` section.
+    
+.. _end-controlled-vocabulary-intro:
+
+Available controlled vocabulary terms
+***************************************
+
+.. _controlled-vocabulary-terms:
+
+Variant library creation methods
+#######################################
+
+.. _variant-library-creation-methods:
+
+This category describes the method used to generate the variant library for the MAVE experiment. 
+
+* Endogenous locus library method
+* In vitro construct library method
+* N/A (for meta-analyses or other experiments without a variant library)
+* Other (include a brief description)
+
+After selecting a method, you should also include both the method system and mechanism used to create the variant library.
+
+.. _end-variant-library-creation-methods:
+
+Delivery method
+#######################################
+
+.. _delivery-method:
+
+The delivery method describes how the variant induction machinery and/or the construct was delivered
+to the model system. Possible options include:
+
+* Electroporation
+* Nucleofection
+* Chemical-based transfection
+* Adeno-associated virus transduction
+* Lentivirus transduction
+* Chemical or heat shock transformation
+* Other (include a brief description)
+
+.. _end-delivery-method:
+    
+Phenotypic assay dimensionality
+#######################################
+
+.. _phenotypic-assay-dimensionality:
+
+This category describes the dimensionality of the functional readouts of the assay.
+
+Possible types:
+
+* Single-dimensional data (e.g., single fluorescence measurement)
+* High-dimensional data (e.g., ML/AI-enabled imaging/classification)
+* Combined functional data (multiple assays combined)
+* Other (include a brief description)
+
+.. _end-phenotypic-assay-dimensionality:
+
+Phenotypic assay method
+#######################################
+
+.. _phenotypic-assay-method:
+
+Assay method defining the molecular properties interrogated. Terms are aligned to OBI (root OBI_0000070: “assay”).
+
+Possible types:
+
+* Promoter activity detection by reporter gene assay
+* Bulk RNA-sequencing
+* Single-cell RNA sequencing assay
+* Fluorescence in-situ hybridization (FISH) assay
+* Flow cytometry assay
+* Imaging mass cytometry assay
+* Systematic evolution of ligands by exponential enrichment assay
+* Single cell imaging
+* Multiplexed fluorescent antibody imaging
+* Binding assay
+* Cell proliferation assay
+* Survival assessment assay
+* Other (include a brief description)
+
+.. _end-phenotypic-assay-method:
+
+Phenotypic assay mechanism
+#######################################
+
+.. _phenotypic-assay-mechanism:
+
+The biological mechanism by which the assay detects variant effects. Terms are aligned to `gene ontology <https://geneontology.org/>`_ biological process terms.
+
+Possible types:
+
+* Dominant-negative effect
+* Gain of function
+* Loss of function
+* Gain or loss of function
+* Loss of function or dominant-negative effect
+* Other (include a brief description)
+
+.. _end-phenotypic-assay-mechanism:
+
+Phenotypic assay model system
+#######################################
+
+.. _phenotypic-assay-model-system:
+
+Context influencing phenotype expression.
+
+Possible types:
+
+* Immortalized human cells
+* Murine primary cells
+* Induced pluripotent stem cells from human male
+* Induced pluripotent stem cells from human female
+* Patient derived primary cells
+* Yeast
+* Bacteria
+* Bacteriophage
+* Molecular display
+* Other (include a brief description)
+
+Optionally provide codings for specific cell lines (e.g., Cell Line Ontology) and taxonomy identifiers where applicable.
+
+.. _end-phenotypic-assay-model-system:
+
+Phenotypic assay profiling strategy
+#######################################
+
+.. _phenotypic-assay-profiling-strategy:
+
+Variant profiling strategy used to capture variant frequency vs. assay outcome. Required.
+
+Possible types:
+
+* Direct sequencing
+* Shotgun sequencing
+* Barcode sequencing
+
+.. _end-phenotypic-assay-profiling-strategy:
+
+Phenotypic assay sequencing read type
+#######################################
+
+.. _phenotypic-assay-sequencing-read-type:
+
+Sequencing read type used in the assay. Required.
+
+Possible types:
+
+* Single-segment (short read)
+* Single-segment (long read)
+* Multi-segment
+
+.. _end-phenotypic-assay-sequencing-read-type:
+
+Molecular mechanism assessed
+#######################################
+
+.. _molecular-mechanism-assessed:
+
+Molecular mechanism by which the assay measures variant effects.
+
+Possible types:
+
+* Catalytic and Cysteine synthase activity
+* Catalytic and Hydroxymethylbilane synthase activity
+* Catalytic and Lipid phosphatase activity
+* Catalytic and Thiamine diphosphokinase activity
+* Cellular response to cisplatin, DNA repair and Double-strand break repair via homologous recombination
+* DNA damage response, signal transduction by p53 class mediator and MDM2/MDM4 family protein binding
+* DNA repair and Double-strand break repair via homologous recombination
+* Double-strand break repair, damage response, signal transduction by p53 class mediator and Response to etoposide
+* Molecular function
+* Monoatomic ion transport and Potassium channel activity
+* Sodium channel activity
+* Calcium-mediated signaling
+* Catalytic and Gluconokinase activity
+* Catalytic activity and Ornithine carbamoyltransferase activity
+* Core promoter sequence-specific DNA binding
+* DNA damage checkpoint signaling
+* DNA and Mismatch repair
+* Molecular condensate scaffold activity
+* Monoatomic ion transport and Sodium ion transport
+* Oxidative phosphorylation
+* Protein carboxylation
+* Protein glycosylation
+* Protein localization to plasma membrane
+* Regulation of protein stability
+* Response to misfolded protein
+
+.. _end-molecular-mechanism-assessed:
+.. _end-controlled-vocabulary-terms:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/data_formats.rst.txt b/public/docs/mavedb/_sources/data_formats.rst.txt
index 7dd70ea2..ccf23ba6 100644
--- a/public/docs/mavedb/_sources/data_formats.rst.txt
+++ b/public/docs/mavedb/_sources/data_formats.rst.txt
@@ -1,21 +1,30 @@
 Data table formats
 ============================
 
+.. _data-table-formats-intro:
+
 MaveDB accepts and provides data tables in CSV format.
 Each row of the data table describes a single variant, and variants are described using `MAVE-HGVS`_ format.
 All other columns are expected to be floating point values.
 
+.. _end-data-table-formats-intro:
+
 Variant columns
 ############################
 
+.. _variant-columns:
+
 For both score and count data tables, there are three variant columns:
 
-* ``hgvs_nt`` describes variants with respect to the nucleotide :ref:`target sequence<Target sequence information>`
-* ``hgvs_tx`` describes variants with respect to a transcript model
-* ``hgvs_pro`` describes variants with respect to the amino acid :ref:`target sequence<Target sequence information>`
+* ``hgvs_nt`` describes variants with respect to the nucleotide :ref:`target sequence<targets>`
+* ``hgvs_splice`` describes variants with respect to a transcript model
+* ``hgvs_pro`` describes variants with respect to the amino acid :ref:`target sequence<targets>`
+
+``hgvs_nt`` and ``hgvs_pro`` variants are required to be described in relation to the score set :ref:`target<targets>`.
 
-``hgvs_nt`` and ``hgvs_pro`` variants are required to be described in relation to the score set target sequence,
-rather than to an external reference sequence.
+All variants must be described in `MAVE-HGVS`_ format, which is a subset of the `HGVS <https://varnomen.hgvs.org/>`_ format.
+This includes using the appropriate prefix (``c.`` for coding DNA, ``n.`` for non-coding DNA, ``p.`` for protein) and
+using brackets for complex variants that affect multiple positions (e.g. ``c.[123A>G;125_T>C]``).
 
 If ``hgvs_nt`` is present, it will be used as the primary key for distinguishing variants and must be unique.
 Otherwise, ``hgvs_pro`` will be used as the primary key.
@@ -26,14 +35,47 @@ Otherwise, ``hgvs_pro`` will be used as the primary key.
    `standard amino acid translation table
    <https://www.ncbi.nlm.nih.gov/Taxonomy/Utils/wprintgc.cgi?chapter=cgencodes#SG1>`_ for validation.
 
-The ``hgvs_tx`` variants are not validated against a transcript model or target sequence.
-This is a convenience feature for datasets that contain splice variants; most datasets will not use ``hgvs_tx``.
-Datasets that use ``hgvs_tx`` must also have ``hgvs_nt``, which is used as the primary key,
+The ``hgvs_splice`` variants are not validated against a transcript model or target sequence.
+This is a convenience feature for datasets that contain splice variants; most datasets will not use ``hgvs_splice``.
+Datasets that use ``hgvs_splice`` must also have ``hgvs_nt``, which is used as the primary key,
 and the ``hgvs_nt`` variants must use the ``'g.'`` prefix.
 
+.. _end-variant-columns:
+
+Fully-qualified variants 
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _fully-qualified-variants:
+
+'Fully-qualified variants' refer to variants which are submitted with complete information about their transcript or relative sequence.
+For accession based targets, this means variants are submitted with respect to a specific RefSeq or Ensembl transcript (e.g: ``NM_000546.5:c.215C>G``).
+When submitting accession based targets, MaveDB requires fully-qualified variants to ensure unambiguous mapping to the target sequence.
+
+For sequence-based targets, fully-qualified variants include the full sequence context of the variant. When you are submitting variants
+with respect to a single sequence-based target, your variants need not be fully-qualified. However, if you are submitting variants
+with respect to multiple sequence-based targets, MaveDB requires fully-qualified variants to ensure unambiguous mapping to the correct target sequence.
+You should use the target label as the prefix for the variant (e.g: ``target1:c.215C>G``).
+
+For more information on targets, see the :ref:`targets<targets>` section.
+
+.. _end-fully-qualified-variants:
+
+Base editor data
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _base-editor-data:
+
+If you are submitting data from a base editor experiment, you must also include a column ``guide_sequence`` in your score and/or count data table.
+This column should contain the guide RNA sequence used to generate each variant. This column is required for base editor datasets, and replaces the
+``hgvs_nt`` column as the primary key for variants. As such, it must be unique.
+
+.. _end-base-editor-data:
+
 Score table columns
 ############################
 
+.. _score-table-columns:
+
 All score tables must have a column named ``score`` that describes the score of that variant in the assay.
 Score tables may have any number of additional numeric columns.
 
@@ -41,6 +83,9 @@ Suggested numeric columns include a standard deviation or variance,
 or some other measure of uncertainty for the score such as a 95% confidence interval
 (represented as two columns, e.g. ``ci_lower`` and ``ci_upper``).
 
+.. warning::
+   Do not submit patient data or anything which could be used to identify individuals to MaveDB.
+
 Score sets that describe experiments with multiple replicates often include the score and standard deviation for each
 replicate as additional columns.
 
@@ -49,13 +94,17 @@ we recommend encoding the categories as integers and describing the mapping betw
 :ref:`free text methods<Free text metadata>`.
 Support for additional data columns with string data will be added in a future version to support this use case.
 
+.. _end-score-table-columns:
+
 Score table examples
 ----------------------------------
 
+.. _score-table-examples:
+
 Here is a short excerpt from the score table for
 `urn:mavedb:00000003-a-1 <https://mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/>`_.
 
-That this dataset uses ``hgvs_nt`` as the primary variant key.
+This dataset uses ``hgvs_nt`` as the primary variant key.
 It has several additional data columns with the scores and error estimates for multiple biological replicates.
 
 Note that some variants do not have a score.
@@ -78,11 +127,34 @@ such as a score in an individual replicate or some counts.
    c.[1G>T;97_99delinsGGG],NA,p.[Asp1Tyr;Pro33Gly],NA,NA,NA,0.159,-0.177,0.445,-0.583,0.500,-0.323,0.537,-0.470,NA,NA,0.284,0.188
    c.476G>T,NA,p.Gly159Val,-1.192,0.100,0.000,0.141,-1.050,0.079,-1.557,0.030,-0.969,0.114,-1.030,0.126,-1.264,0.168,-1.303
 
+.. _end-score-table-examples:
+
 Count table columns
 ##################################
 
+.. _count-table-columns:
+
 Count data are optional for MaveDB score sets, but are recommended.
 
 There are no required columns for count data,
 but uploaders should decide on an intuitive naming convention for the column names and describe it in the
 :ref:`free text methods<Free text metadata>`.
+
+.. _end-count-table-columns:
+
+Metadata files
+##################################
+
+.. _metadata-files:
+
+Users may also upload metadata files in JSON format to provide additional structured metadata about the columns in the score and count tables.
+These files should be named ``score_columns_metadata.json`` and ``count_columns_metadata.json`` respectively. These files are
+optional, but recommended.
+
+The metadata files should contain a JSON object where each key is a column name from the corresponding data table,
+and the value is another JSON object with additional metadata about that column. The additional JSON object may contain the following fields:
+
+* ``description``: A string describing the column.
+* ``details``: A string with additional details about the contents of the column (optional).
+
+.. _end-metadata-files:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/data_set_search.rst.txt b/public/docs/mavedb/_sources/data_set_search.rst.txt
new file mode 100644
index 00000000..0ed48c4b
--- /dev/null
+++ b/public/docs/mavedb/_sources/data_set_search.rst.txt
@@ -0,0 +1,9 @@
+Data Set Search
+===================================
+
+.. _data-set-search-intro:
+
+MaveDB provides a search interface to help users find relevant data sets.
+You can access the search page by clicking on the "Search" link in the top navigation bar.
+
+.. _end-data-set-search-intro:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/data_set_types/experiment_sets.rst.txt b/public/docs/mavedb/_sources/data_set_types/experiment_sets.rst.txt
new file mode 100644
index 00000000..972d5137
--- /dev/null
+++ b/public/docs/mavedb/_sources/data_set_types/experiment_sets.rst.txt
@@ -0,0 +1,11 @@
+Experiment sets
+###################################
+
+Experiment sets do not have their own data or metadata and are used to group related experiments,
+such as when different functional assays are performed on the same target and described in the same publication
+(`example experiment set <https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/>`_).
+
+In general, an experiment set should contain data for a single target.
+It is not necessary to include all data from a single publication or research project under one experiment set.
+
+Experiment sets are automatically created when the first associated experiment is saved.
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/data_set_types/experiments.rst.txt b/public/docs/mavedb/_sources/data_set_types/experiments.rst.txt
new file mode 100644
index 00000000..9714d595
--- /dev/null
+++ b/public/docs/mavedb/_sources/data_set_types/experiments.rst.txt
@@ -0,0 +1,21 @@
+Experiments
+============================================
+
+Experiments describe the data generated from performing a MAVE on a target.
+This includes all steps of the experimental procedure up to and including high-throughput sequencing.
+Library construction, assay design, and sequencing strategy are all described in the experiment
+(`example experiment <https://www.mavedb.org/#/experiments/urn:mavedb:00000003-a/>`_).
+
+.. seealso::
+   Data analysis steps including read filtering, read counting, and score calculation are described in a
+   :ref:`score set<Score sets>`.
+
+Publications that perform more than one functional assay should be represented as multiple experiments organized under
+a single experiment set, and each functional assay should be described in its own experiment record.
+This still applies to experimental designs where the differences between assays were relatively minor,
+such as varying the temperature or the concentration of a small molecule.
+
+To assign a new experiment to an existing experiment set, use the 'Add an experiment' button on the experiment set page.
+
+Replicate assays should not be reported as separate experiments,
+instead the number and nature of the replicates should be clearly stated in the experiment's methods section.
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/data_set_types/index.rst.txt b/public/docs/mavedb/_sources/data_set_types/index.rst.txt
new file mode 100644
index 00000000..7ae56e62
--- /dev/null
+++ b/public/docs/mavedb/_sources/data_set_types/index.rst.txt
@@ -0,0 +1,32 @@
+Data set types
+==================================
+
+MaveDB has three kinds of records: experiment set, experiment, and score set.
+These records are organized hierarchically.
+Each experiment set can contain multiple experiments and each experiment can contain multiple score sets.
+MaveDB also supports meta-analysis score sets, which are based on one or more existing score sets.
+Each of these record types are described in more detail below.
+
+.. figure:: ../images/brca1_mavedb_cartoon.svg
+   :name: experiment-set-cartoon
+   :alt: cartoon schematic of an experiment set with multiple experiments and score sets in MaveDB
+   :align: left
+
+   Schematic of an experiment set.
+
+   This cartoon shows the experiment set for
+   `urn:mavedb:00000003 <https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/>`_,
+   which describes two distinct assays performed on a single *BRCA1* variant library,
+   each with two associated score sets.
+   This nested structure is typical of a MaveDB record describing a complex study with multiple elements.
+   Note that each assay (symbolized by the yeast and bacteriophage and their associated sequencing instruments)
+   is described in its own experiment record,
+   and that each experiment has its own score set records that describe the analysis and results
+   (symbolized by the computer and data table).
+
+.. toctree::
+   :maxdepth: 2
+
+   experiment_sets
+   experiments
+   score_sets
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/data_set_types/score_sets.rst.txt b/public/docs/mavedb/_sources/data_set_types/score_sets.rst.txt
new file mode 100644
index 00000000..6eb46e74
--- /dev/null
+++ b/public/docs/mavedb/_sources/data_set_types/score_sets.rst.txt
@@ -0,0 +1,24 @@
+Score sets
+============================================
+
+Score sets are records that describe the scores generated from the raw data described in their associated experiment.
+This includes all steps following the high-throughput sequencing step, including read filtering, read counting, and
+score calculations (`example score set <https://www.mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/>`_).
+
+Multiple score sets should be used when distinct methods were used to calculate scores for raw data described by the
+experiment.
+The most common use case for multiple score sets is when scores are calculated at nucleotide resolution and amino
+acid resolution for deep mutational scanning data.
+
+To assign a new score set to an existing experiment, use the dropdown at the top of the score set form.
+
+When uploading results based on imputation or complex normalization,
+it's recommended to upload a more raw form of the scores (e.g. enrichment ratios) as a normal score set,
+and then use :ref:`meta-analysis score sets<Meta-analysis score sets>` to describe the imputed or normalized results.
+
+Meta-analysis score sets
+-----------------------------------
+
+Meta-analysis score sets have all the same attributes as a regular score set,
+but they are linked to existing score sets rather than an existing experiment
+(`example meta-analysis score set <https://www.mavedb.org/#/score-sets/urn:mavedb:00000055-0-1/>`_).
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/dataset_search.rst.txt b/public/docs/mavedb/_sources/dataset_search.rst.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/public/docs/mavedb/_sources/external_integrations.rst.txt b/public/docs/mavedb/_sources/external_integrations.rst.txt
new file mode 100644
index 00000000..4d0f95cb
--- /dev/null
+++ b/public/docs/mavedb/_sources/external_integrations.rst.txt
@@ -0,0 +1,44 @@
+External integrations
+===========================================
+
+.. _external-integrations-intro:
+
+MaveDB integrates with several external resources to enhance the usability and interoperability of the data it hosts.
+
+.. _end-external-integrations-intro:
+
+ClinGen
+-------------------------------------------
+
+.. _clingen-integration:
+
+
+
+.. _end-clingen-integration:
+
+
+ClinVar
+-------------------------------------------
+
+.. _clinvar-integration:
+
+
+.. _end-clinvar-integration:
+
+
+gnomAD
+-------------------------------------------
+
+.. _gnomad-integration:
+
+
+.. _end-gnomad-integration:
+
+
+GA4GH VRS
+-------------------------------------------
+
+.. _ga4gh-vrs-integration:
+
+
+.. _end-ga4gh-vrs-integration:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/faqs.rst.txt b/public/docs/mavedb/_sources/faqs.rst.txt
new file mode 100644
index 00000000..5e83361e
--- /dev/null
+++ b/public/docs/mavedb/_sources/faqs.rst.txt
@@ -0,0 +1,17 @@
+Frequently Asked Questions
+===================================
+
+.. _faqs:
+
+Where can I find help or contact support for MaveDB?
+-----------------------------------------------------
+
+.. _contact-support:
+
+The :ref:`MaveDB documentation` provides detailed information on various topics related to MaveDB.
+If you have specific questions, can't find what you're looking for or need further assistance, you can contact the MaveDB support team by messaging us on 
+Zulip at `MaveDB Zulip <https://mavedb.zulipchat.com/>`_. 
+
+If you have specific feature requests or bug reports, you can also create an issue on the `MaveDB issue tracker <https://github.com/VariantEffect/mavedb-api/issues>`_.
+
+.. _end-contact-support:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/getting_started.rst.txt b/public/docs/mavedb/_sources/getting_started.rst.txt
new file mode 100644
index 00000000..9d1fa2f6
--- /dev/null
+++ b/public/docs/mavedb/_sources/getting_started.rst.txt
@@ -0,0 +1,56 @@
+Getting started with MaveDB
+==================================
+
+.. _getting-started-intro:
+
+This documentation provides an overview of MaveDB and instructions for uploading, publishing, accessing and exploring datasets in addition
+to detailed descriptions of other MaveDB features.
+
+.. _end-getting-started-intro:
+
+What is MaveDB?
+-----------------------------------
+
+.. _what-is-mavedb:
+
+.. _end-what-is-mavedb:
+
+Uploading data
+###################################
+
+.. _getting-started-with-uploading-data:
+
+.. _end-getting-started-with-uploading-data:
+
+Publishing data
+###################################
+
+.. _getting-started-with-publishing-data:
+
+.. _end-getting-started-with-publishing-data:
+
+Accessing data
+###################################
+
+.. _getting-started-with-accessing-data:
+
+.. _end-getting-started-with-accessing-data:
+
+
+Exploring data
+###################################
+
+.. _getting-started-with-exploring-data:
+
+.. _end-getting-started-with-exploring-data:
+
+Additional resources
+###################################
+
+.. _getting-started-with-additional-resources:
+
+.. include:: ./mavemd/index.rst
+    :start-after: .. _mavemd-index:
+    :end-before: .. _end-mavemd-index
+
+.. _end-getting-started-with-additional-resources:
diff --git a/public/docs/mavedb/_sources/heatmap.rst.txt b/public/docs/mavedb/_sources/heatmap.rst.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/public/docs/mavedb/_sources/histogram.rst.txt b/public/docs/mavedb/_sources/histogram.rst.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/public/docs/mavedb/_sources/index.rst.txt b/public/docs/mavedb/_sources/index.rst.txt
index a9544163..0ffadcab 100644
--- a/public/docs/mavedb/_sources/index.rst.txt
+++ b/public/docs/mavedb/_sources/index.rst.txt
@@ -8,15 +8,31 @@ Source code is available from the `MaveDB GitHub`_ under the
 `AGPLv3 license <https://www.gnu.org/licenses/agpl-3.0.en.html>`_.
 To report issues or request new features, please use the `MaveDB issue tracker`_.
 
+.. _index:
+
 .. toctree::
    :maxdepth: 2
 
+   getting_started
    accounts
+   record_types/index
+   targets
+   score_calibrations
+   data_formats
+   controlled_vocabulary
+   variant_mapping
    upload_guide
    publishing
-   record_types
-   data_formats
-   target_sequences
+   data_set_search
+   bulk_downloads
+   collections
+   mavemd/index
+   assay_facts
+   visualizations
+   api/index
+   external_integrations
    accession_numbers
-   data_licensing
+   faqs
    citation
+
+.. _end-index:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/mapped_variants.rst.txt b/public/docs/mavedb/_sources/mapped_variants.rst.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/public/docs/mavedb/_sources/mavemd.rst.txt b/public/docs/mavedb/_sources/mavemd.rst.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/public/docs/mavedb/_sources/mavemd/clinical_view.rst.txt b/public/docs/mavedb/_sources/mavemd/clinical_view.rst.txt
new file mode 100644
index 00000000..cb3fab09
--- /dev/null
+++ b/public/docs/mavedb/_sources/mavemd/clinical_view.rst.txt
@@ -0,0 +1,8 @@
+Variant Clinical View
+===================================
+
+.. _clinical-view-intro:
+
+Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed euismod, urna eu tincidunt consectetur, nisi nisl aliquam eros, a facilisis enim leo nec urna. Mauris non tempor quam, et lacinia sapien. Mauris accumsan eros eget libero posuere vulputate.
+
+.. _end-clinical-view-intro:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/mavemd/curation.rst.txt b/public/docs/mavedb/_sources/mavemd/curation.rst.txt
new file mode 100644
index 00000000..799b8745
--- /dev/null
+++ b/public/docs/mavedb/_sources/mavemd/curation.rst.txt
@@ -0,0 +1,8 @@
+Data Set Curation
+===================================
+
+.. _data-set-curation-intro:
+
+Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed euismod, urna eu tincidunt consectetur, nisi nisl aliquam eros, a facilisis enim leo ac sapien. Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. Integer nec odio. Praesent libero. Sed cursus ante dapibus diam.
+
+.. _end-data-set-curation-intro:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/mavemd/evaluating_functional_assays.rst.txt b/public/docs/mavedb/_sources/mavemd/evaluating_functional_assays.rst.txt
new file mode 100644
index 00000000..11f17d8f
--- /dev/null
+++ b/public/docs/mavedb/_sources/mavemd/evaluating_functional_assays.rst.txt
@@ -0,0 +1,15 @@
+Evaluating functional assays
+===================================
+
+.. _evaluating-functional-assays-intro:
+
+When evaluating functional assays for their suitability in variant effect mapping studies,
+consideration should be given to several key factors that can influence the quality and interpretability of the
+results. These factors include the dimensionality of the assay, the method used, the biological mechanism
+assessed, and the model system employed.
+
+MaveDB uses a :ref:`controlled vocabulary<MAVE controlled vocabulary>` to capture these key aspects of functional assays
+and generate concise summaries of :ref:`assay facts<assay facts>` for each score set. These summaries can
+help users quickly assess the relevance and reliability of the data for their specific research questions.
+
+.. _end-evaluating-functional-assays-intro:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/mavemd/index.rst.txt b/public/docs/mavedb/_sources/mavemd/index.rst.txt
new file mode 100644
index 00000000..8a4b3204
--- /dev/null
+++ b/public/docs/mavedb/_sources/mavemd/index.rst.txt
@@ -0,0 +1,17 @@
+MaveMD
+==================================
+
+MaveMD refers to a suite of tools and features associated with MaveDB that facillitate the clinical interpretation
+of variants based on variant effect measurements from MAVE assays.
+
+.. _mavemd-index:
+
+.. toctree::
+   :maxdepth: 2
+
+   variant_search
+   curation
+   clinical_view
+   evaluating_functional_assays
+
+.. _end-mavemd-index:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/mavemd/variant_search.rst.txt b/public/docs/mavedb/_sources/mavemd/variant_search.rst.txt
new file mode 100644
index 00000000..ac87e35e
--- /dev/null
+++ b/public/docs/mavedb/_sources/mavemd/variant_search.rst.txt
@@ -0,0 +1,8 @@
+Variant Search
+===================================
+
+.. _variant-search-intro:
+
+Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed euismod, urna eu tincidunt consectetur, nisi nisl aliquam eros, a facilisis enim leo nec urna. Mauris non tempor quam, et lacinia sapien. Mauris accumsan eros eget libero posuere vulputate.
+
+.. _end-variant-search-intro:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/publishing.rst.txt b/public/docs/mavedb/_sources/publishing.rst.txt
index db97b953..5655da1a 100644
--- a/public/docs/mavedb/_sources/publishing.rst.txt
+++ b/public/docs/mavedb/_sources/publishing.rst.txt
@@ -1,21 +1,45 @@
 Making your data public
 ==================================
 
+.. _publishing-data:
+
 When first created, records are given a :ref:`temporary accession number<Temporary accession numbers>`
 beginning with ``tmp:`` instead of ``urn:mavedb:``.
 
-Temporary records are only visible to the uploader.
-If you want to access these datasets via API, you can create an API key on your user profile page.
+Temporary records are only visible to the uploader and to any :ref:`contributors<contributors>` that 
+have been added to the record.
+If you want to access these datasets via API, you can create an API key on your user profile page to enable authentication.
 
 When the record is ready to be made public, you can click on the padlock icon to "publish" the record.
-Note that when the data is published, several fields (including the target sequence, scores, and counts)
-will become un-editable.
-Most free-text metadata can still be revised after the dataset becomes public,
+
+.. warning::
+    Once a record is published, it cannot be unpublished. If you need to fix errors in a dataset after publication,
+    see: :ref:`deprecating score sets`.
+
+Once the data is published, several fields (including the :ref:`target<targets>`, scores, and counts)
+will become un-editable. However, most free-text metadata can still be revised after the dataset becomes public,
 and changes to these fields are tracked.
 
+.. note::
+    Score sets are the only record type that can be published. When the first score set associated with an experiment
+    is published, the associated experiment and experiment set will also become public.
+
+.. _end-publishing-data:
+
+Data licensing
+------------------------------------
+
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _data-licensing:
+   :end-before: .. _end-data-licensing:
+
 Deprecating score sets
-###################################
+------------------------------------
+
+.. _deprecating-data:
 
 If you need to fix an error after a dataset becomes public and is no longer editable,
 MaveDB supports the deprecation of score sets.
 When creating a new score set, the user can specify an existing score set to replace.
+
+.. _end-deprecating-data:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/record_types/experiment_sets.rst.txt b/public/docs/mavedb/_sources/record_types/experiment_sets.rst.txt
new file mode 100644
index 00000000..ccad0ecc
--- /dev/null
+++ b/public/docs/mavedb/_sources/record_types/experiment_sets.rst.txt
@@ -0,0 +1,16 @@
+Experiment sets
+###################################
+
+.. _experiment-sets-intro:
+
+Experiment sets do not have their own data or metadata and are used to group related experiments,
+such as when different functional assays are performed on the same target and described in the same publication
+(`example experiment set <https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/>`_).
+
+In general, an experiment set should contain data for a single target.
+It is not necessary to include all data from a single publication or research project under one experiment set.
+
+Experiment sets are automatically created when the first associated experiment is saved. To subsequently add
+an experiment to the experiment set, use the 'Add an experiment' button on the experiment set page.
+
+.. _end-experiment-sets-intro:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/record_types/experiments.rst.txt b/public/docs/mavedb/_sources/record_types/experiments.rst.txt
new file mode 100644
index 00000000..9708ae3a
--- /dev/null
+++ b/public/docs/mavedb/_sources/record_types/experiments.rst.txt
@@ -0,0 +1,92 @@
+Experiments
+============================================
+
+.. _experiment-intro:
+
+Experiments describe the data generated from performing a MAVE on a target.
+This includes all steps of the experimental procedure up to and including high-throughput sequencing.
+Library construction, assay design, and sequencing strategy are all described in the experiment record
+(`example experiment <https://www.mavedb.org/#/experiments/urn:mavedb:00000003-a/>`_).
+
+.. seealso::
+   Data analysis steps including read filtering, read counting, and score calculation are described in a
+   :ref:`score set<score sets>`.
+
+Publications that perform more than one functional assay should be represented as multiple experiments organized under
+a single :ref:`experiment set<experiment sets>`, and each functional assay should be described in its own experiment record.
+This still applies to experimental designs where the differences between assays were relatively minor,
+such as varying the temperature or the concentration of a small molecule.
+
+Replicate assays should not be reported as separate experiments,
+instead the number and nature of the replicates should be clearly stated in the experiment's methods section.
+
+.. _end-experiment-intro:
+
+To assign a new experiment to an existing experiment set, use the 'Add an experiment' button on the experiment set page.
+
+Experiment contributors
+-----------------------------------
+
+.. include:: ./metadata_guide.rst
+   :start-after: .. _data-set-contributors:
+   :end-before: .. _end-data-set-contributors:
+
+Experiment metadata
+------------------------------------
+
+.. _experiment-metadata:
+
+**Title**
+   The title of the experiment, to be displayed at the top of the experiment record page.
+
+**Short description**
+   A brief summary of the experiment. This should be one or two sentences that summarize the experiment and are displayed
+   in search results to give users an overview of the experiment.
+
+**Abstract**
+   A longer description of the experiment, including the motivation for performing it and a summary of the approach taken.
+   The focus should be on describing the MAVE experiment rather than the full study.
+   This field supports `Markdown <https://daringfireball.net/projects/markdown/>`_ formatting.
+
+   .. note::
+      It is common for experiments and score sets from the same study to share the same abstract text.
+
+**Methods**
+   A detailed description of the experimental methods used to generate the data, starting from raw sequence data.
+   This field should include information on:
+   * Variant library construction methods
+   * Description of the functional assay, including model system and selection type
+   * Sequencing strategy and sequencing technology
+   * Structure of biological or technical replicates (if applicable)
+
+**DOIs**
+   A list of `Digital Object Identifiers (DOIs) <https://www.doi.org/>`_ for any digital resources associated with the experiment.
+   
+   .. warning::
+      DOIs for publications should not be provided here; instead, they should be included in the publication identifiers section.
+
+**Contributors**
+   A list of the people who contributed to the experiment.
+   Each contributor should be identified by their ORCID iD.
+
+**Publication identifiers**
+   A list of identifiers for publications associated with the experiment. These may be DOIs, PubMed IDs, bioRxiv IDs, or
+   medRxiv IDs. If you are providing multiple identifiers, you may select one identifier as the primary identifier for the experiment.
+   This publication should be the main publication describing the experiment.
+
+**Raw read identifiers**
+   A list of accession numbers for the raw sequencing data generated from the experiment.
+   These should link to entries in public repositories such as the `Sequence Read Archive (SRA) <https://www.ncbi.nlm.nih.gov/sra>`__
+   or `Array Express <https://www.ebi.ac.uk/biostudies/arrayexpress>`__.
+   If multiple sequencing runs were performed as part of the experiment, all relevant accession numbers should be provided.
+
+**Extra metadata**
+   A JSON object containing any additional metadata relevant to the experiment that does not fit into the standard fields.
+   This may include information such as experimental conditions, protocols, or other details specific to the experiment.
+
+**Controlled Keywords**
+   A list of keywords relevant to the experiment.
+   These keywords will be used to improve searchability of the experiment within MaveDB. For additional guidance on selecting controlled keywords,
+   see the :ref:`Controlled Keywords<mave controlled vocabulary>` section.
+
+.. _end-experiment-metadata:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/record_types/index.rst.txt b/public/docs/mavedb/_sources/record_types/index.rst.txt
new file mode 100644
index 00000000..bc4b7a2a
--- /dev/null
+++ b/public/docs/mavedb/_sources/record_types/index.rst.txt
@@ -0,0 +1,41 @@
+Record types
+==================================
+
+.. _record-types:
+
+MaveDB has three kinds of records: :ref:`experiment sets<experiment sets>`, :ref:`experiments<experiments>`, and :ref:`score sets<score sets>`.
+These records are organized hierarchically.
+Each experiment set can contain multiple experiments and each experiment can contain multiple score sets.
+MaveDB also supports meta-analysis score sets, which are based on one or more existing score sets.
+Each of these record types are described in more detail below.
+
+.. _end-record-types:
+
+.. figure:: ../images/brca1_mavedb_cartoon.svg
+   :name: experiment-set-cartoon
+   :alt: cartoon schematic of an experiment set with multiple experiments and score sets in MaveDB
+   :align: left
+
+   Schematic of an experiment set.
+
+   This cartoon shows the experiment set for
+   `urn:mavedb:00000003 <https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/>`_,
+   which describes two distinct assays performed on a single *BRCA1* variant library,
+   each with two associated score sets.
+   This nested structure is typical of a MaveDB record describing a complex study with multiple elements.
+   Note that each assay (symbolized by the yeast and bacteriophage and their associated sequencing instruments)
+   is described in its own experiment record,
+   and that each experiment has its own score set records that describe the analysis and results
+   (symbolized by the computer and data table).
+
+.. _record-types-index:
+
+.. toctree::
+   :maxdepth: 2
+
+   experiment_sets
+   experiments
+   score_sets
+   metadata_guide
+
+.. _end-record-types-index:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt b/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt
new file mode 100644
index 00000000..c442aaff
--- /dev/null
+++ b/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt
@@ -0,0 +1,306 @@
+Data set metadata and properties
+-----------------------------------
+
+.. _data-set-metadata-intro:
+
+MaveDB experiment and score set records include required and optional metadata fields
+to describe the data being deposited.
+These metadata fields are described in detail below, along with formatting guidelines and a checklist of required information.
+
+.. _end-data-set-metadata-intro:
+.. _shared-metadata:
+
+Free text metadata
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _free-text-metadata:
+
+Experiments and score sets both have descriptive free text fields.
+These are the title, short description, abstract, and methods. 
+
+.. note::
+    These four fields are required when uploading an experiment or score set.
+
+While the title and short description are plain text, the abstract and methods support
+`Markdown <https://daringfireball.net/projects/markdown/>`_ formatting with embedded equations using
+`MathML <https://www.w3.org/Math/>`_, converted using `Pandoc <https://pandoc.org/>`_.
+
+Title
+    The title of the experiment or score set, to be displayed at the top of the record page.
+Short description
+    The short description is displayed in the search results table. It should summarize the entry at a high level in one
+    or two sentences.
+Abstract
+    The abstract should describe the motivation and approach for the dataset.
+    Some MaveDB abstracts include a summary of the results of the related publications but many do not.
+    The entry describes the MAVE data rather than a full study so the submitter should use their judgement when deciding
+    what details are most relevant.
+
+    .. note::
+        It is common that experiments and score sets share the same abstract text if they are from the same study.
+
+Methods
+    The methods section should describe the approach in a condensed form,
+    suitable for a specialist audience of MAVE researchers. The methods section for experiments and score sets
+    have different recommended content, as described below.
+
+    For an experiment, the methods section should include:
+
+    * Variant library construction methods
+    * Description of the functional assay, including model system and selection type
+    * Sequencing strategy and sequencing technology
+    * Structure of biological or technical replicates (if applicable)
+
+    For a score set, the methods section should include:
+
+    * Sequence read filtering approach
+    * Description of the statistical model for converting counts to scores, including normalization
+    * Description of additional data columns included in the score or count tables, including column naming conventions
+    * Details of how replicates were combined (if applicable)
+
+    For a meta-analysis score set, the methods section should include:
+
+    * Description of the statistical model for converting the linked scores or counts into the scores presented
+    * Description of additional data columns included in the score or count tables, including column naming conventions
+
+.. _end-free-text-metadata:
+
+Digital Object Identifiers (DOIs)
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _digital-object-identifiers:
+
+You may include a list of `DOIs <https://www.doi.org/>`_ for any digital resources associated with the experiment or score set.
+You might use this field to link to datasets stored in other repositories, code repositories containing analysis pipelines, etc.
+    
+.. warning::
+    DOIs for publications should not be provided here; instead, they should be included in the publication identifiers section.
+
+.. _end-digital-object-identifiers:
+
+Publication details
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _publication-details:
+
+Publications can be included by entering their `PubMed ID <https://pubmed.ncbi.nlm.nih.gov/>`_, `bioRxiv ID <https://www.biorxiv.org/>`_,
+`medRxiv ID <https://www.medrxiv.org/>`_, or `DOI <https://www.doi.org/>`_ and they will appear as formatted references.
+
+You will also have the option to indicate a primary publication for the experiment or score set. This publication will be more prominently displayed
+and should describe the research contribution to which this experiment or score set is most closely related.
+
+.. note::
+    Publications included in an experiment will be automatically linked to score sets associated with that experiment.
+
+.. _end-publication-details:
+
+Contributors
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _data-set-contributors:
+
+When a record in MaveDB is created and assigned a temporary accession number,
+it is only accessible to the "owner" user.
+
+The owner can add additional users to the record by editing the record and
+specifying that user's `ORCID iD <https://orcid.org/>`_ in the Contributors field.
+The prospective contributor must have logged into MaveDB at least once.
+
+.. note::
+    Contributors added to a dataset will not automatically be added as contributors to associated records.
+    You will need to add them separately in each record form.
+
+    For instance, contributors added to an experiment will not automatically be added as contributors to associated score sets, nor will
+    contributors added to a score set be added to the associated experiment. You will need to add them separately in each record form.
+
+Contributors have the same permissions on the dataset as the owner, with the exception that 
+users added to a record as contributors will not be able to delete the record. This permission is reserved
+for the record owner and MaveDB administrators only.
+
+.. _end-data-set-contributors:
+
+Optional structured metadata
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _optional-structured-metadata:
+
+Data sets also support the inclusion of optional `JSON <https://www.json.org/>`_-formatted metadata.
+This can be used to describe features like genomic coordinates for a target sequence or score cutoff ranges that the
+uploader would like to be more easily machine-readable than if this information was included in free text.
+
+If optional metadata is included, the uploader should describe it in the score set methods.
+
+.. _end-optional-structured-metadata:
+.. _end-shared-metadata:
+
+Experiment specific metadata
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _experiment-specific-metadata:
+
+In addition to the shared metadata fields described above, experiments also support the following specific metadata fields:
+
+Raw data accessions
+##################################
+
+.. _raw-data-accessions:
+
+Experimenters are encouraged to deposit their raw sequence data in a public repository and link it to the relevant
+experiment record(s).
+
+MaveDB currently supports accession numbers for:
+
+* `ArrayExpress <https://www.ebi.ac.uk/arrayexpress/>`_
+* `BioProject <https://www.ncbi.nlm.nih.gov/bioproject/>`_
+* `Gene Expression Omnibus <https://www.ncbi.nlm.nih.gov/geo/>`_
+* `Sequence Read Archive <https://www.ncbi.nlm.nih.gov/sra>`_
+
+Raw data that is stored elsewhere may be included via the DOI field.
+
+.. _end-raw-data-accessions:
+
+Keywords
+##################################
+
+.. _controlled-keywords:
+
+Experiments may be tagged with optional, :ref:`controlled keywords<MAVE controlled vocabulary>`.
+
+These keywords improve searchability of the records within MaveDB and facilitate the generation of
+:ref:`assay facts<assay facts>` summaries.
+
+.. note::
+    While keywords are optional, we strongly encourage you to include them when uploading an experiment or score set
+    given the contextual benefits they provide.
+
+    In a future release, providing a minimal set of controlled keywords may become a requirement for uploading new records.
+
+.. _end-controlled-keywords:
+.. _end-experiment-metadata:
+
+Score set specific metadata
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _score-set-specific-metadata:
+
+In addition to the shared metadata fields described above, score sets also support the following specific metadata fields:
+
+Licenses
+###################################
+
+.. _data-licensing:
+
+When uploading score set information to the database, the user can choose one of three licenses:
+
+* `CC0 (Public domain) <https://creativecommons.org/publicdomain/zero/1.0/>`_
+* `CC BY 4.0 (Attribution) license <https://creativecommons.org/licenses/by/4.0/>`_
+* `CC BY-SA 4.0 (Attribution-ShareAlike) <https://creativecommons.org/licenses/by-sa/4.0/>`_
+
+.. note::
+    Only datasets licensed under CC0 will be included as part of the :ref:`bulk download archive<Bulk downloads>`.
+
+By default, new score sets will have the CC0 license.
+The license can be changed after publication, but previously downloaded copies of the dataset will retain the license
+they were downloaded under.
+The license is listed in the header of downloaded CSV files and also in the API.
+
+Users also have the option of adding a free-text data usage policy to a score set, such as terms that dictate use of
+pre-publication data.
+For example, data producers may wish to assert their right to publish the results of certain analyses first.
+The data usage policy will be added to the header of any downloaded data files if one is present.
+
+.. _end-data-licensing:
+
+Score set targets
+###################################
+
+.. include:: ../targets.rst
+    :start-after: .. _targets-intro:
+    :end-before: .. _end-targets-intro:
+
+Score calibrations
+###################################
+:ref:`score calibrations`
+
+Variant tables
+###################################
+
+You must upload at least one variant score CSV file when creating a new score set. 
+Optionally, you may also upload a variant count CSV file.
+
+.. include:: ../data_formats.rst
+    :start-after: .. _variant-columns:
+    :end-before: .. _end-variant-columns:
+
+.. seealso::
+    Base editor data follows a slightly different format; see the :ref:`base editor data<base editor data>` section for details.
+
+Score table
+~~~~~~~~~~~~~~~
+.. include:: ../data_formats.rst
+    :start-after: .. _score-table-columns:
+    :end-before: .. _end-score-table-columns:
+
+Counts table
+~~~~~~~~~~~~~~~
+.. include:: ../data_formats.rst
+    :start-after: .. _count-table-columns:
+    :end-before: .. _end-count-table-columns:
+
+Metadata files
+################################
+
+.. include:: ../data_formats.rst
+    :start-after: .. _metadata-files:
+    :end-before: .. _end-metadata-files:
+
+.. _end-score-set-metadata:
+
+Metadata checklist
+-------------------------------------
+
+.. metadata-checklist:
+
+.. _data-set-required-metadata:
+
+For each experiment and score set, you are required to provide the following metadata:
+
+* `Free text metadata`_, including a title, short description, abstract, and methods.
+
+.. _end-data-set-required-metadata:
+.. _data-set-optional-metadata:
+
+You are not required to provide all optional metadata fields, but we strongly encourage you to do so
+to maximize the usability of your data:
+
+* `Digital Object Identifiers (DOIs)`_ for any digital resources associated with the data set.
+* `Publication details`_ for the study reference(s) and any related publications.
+
+.. _end-data-set-optional-metadata:
+.. _experiment-optional-metadata:
+
+For experiments, you are not required but strongly encouraged to provide:
+
+* `Raw data accessions`_ for any raw sequencing data associated with the experiment.
+* `Keywords`_ to improve searchability and facilitate generation of :ref:`assay facts<assay facts>` summaries.
+
+.. _end-experiment-optional-metadata:
+.. _score-set-required-metadata:
+
+For score sets, you are additionally required to provide:
+
+* :ref:`Targets<score set targets>` associated with the score set, including their sequences or accessions and any related metadata.
+* `Licenses`_ and data usage guidelines (if needed) for the score set.
+* `Score table`_ containing the variant scores.
+
+.. _end-score-set-required-metadata:
+.. _score-set-optional-metadata:
+
+You are encouraged to also provide:
+
+* `Score calibrations`_ to provide additional context for interpreting the scores.
+* `Counts table`_ containing the variant counts (if available).
+* `Metadata files`_ containing additional information about the score set.
+
+.. _end-score-set-optional-metadata:
+.. _end-metadata-checklist:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/record_types/score_sets.rst.txt b/public/docs/mavedb/_sources/record_types/score_sets.rst.txt
new file mode 100644
index 00000000..59645c60
--- /dev/null
+++ b/public/docs/mavedb/_sources/record_types/score_sets.rst.txt
@@ -0,0 +1,120 @@
+Score sets
+============================================
+
+.. _score-set-intro:
+
+Score sets are records that describe the scores generated from the raw data described in their associated experiment
+and the principal way that users will interact with the data deposited into MaveDB.
+This includes all steps following the high-throughput sequencing step, including read filtering, read counting, and
+score calculations (`example score set <https://www.mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/>`_). All score sets
+must be associated with an existing experiment.
+
+Multiple score sets should be used when distinct methods were used to calculate scores for raw data described by the
+experiment.
+The most common use case for multiple score sets is when scores are calculated at nucleotide resolution and amino
+acid resolution for deep mutational scanning data.
+
+When uploading results based on imputation or complex normalization,
+it's recommended to upload a more raw form of the scores (e.g. enrichment ratios) as a normal score set,
+and then use :ref:`meta-analysis score sets<meta-analysis-score-sets>` to describe the imputed or normalized results.
+
+.. _end-score-set-intro:
+
+To assign a new score set to an existing experiment, use the dropdown at the top of the score set form.
+
+Meta-analysis score sets
+-----------------------------------
+
+.. _meta-analysis-score-sets:
+
+Meta-analysis score sets have all the same attributes as a regular score set,
+but they are linked to existing score sets rather than an existing experiment
+(`example meta-analysis score set <https://www.mavedb.org/#/score-sets/urn:mavedb:00000055-0-1/>`_).
+
+.. _end-meta-analysis-score-sets:
+
+Score set contributors
+-----------------------------------
+
+.. include:: ./metadata_guide.rst
+   :start-after: .. _data-set-contributors:
+   :end-before: .. _end-data-set-contributors:
+
+Deprecating data
+-----------------------------------
+.. include:: ../publishing.rst
+   :start-after: .. _deprecating-data:
+   :end-before: .. _end-deprecating-data:
+
+Score set metadata
+-----------------------------------
+
+.. _score-set-metadata:
+
+**Title**
+   The title of the score set, to be displayed at the top of the score set record page.
+
+**Short description**
+   A brief summary of the score set. This should be one or two sentences that summarize the score set and are displayed
+   in search results to give users an overview of the score set.
+
+**Abstract**
+   A longer description of the score set, including the motivation for performing the analysis and a summary of the approach taken.
+   The focus should be on describing the score set rather than the full study.
+   This field supports `Markdown <https://daringfireball.net/projects/markdown/>`_ formatting.
+
+    .. note::
+        It is common for experiments and score sets from the same study to share the same abstract text.
+
+**Methods**
+    A detailed description of the data analysis methods used to generate the scores from the raw sequence data.
+    This field should include information on:
+
+    * Sequence read filtering approach
+    * Description of the statistical model for converting counts to scores, including normalization
+    * Description of additional data columns included in the score or count tables, including column naming conventions
+    * Details of how replicates were combined (if applicable)
+
+**License and Data usage guidelines**
+    The license under which the score set data is made available and any additional data usage guidelines.
+
+    .. seealso::
+       See the :ref:`licenses section <data licensing>` for more information on available licenses.
+
+**Contributors**
+   A list of the people who contributed to the score set.
+   Each contributor should be identified by their ORCID iD.
+
+**DOIs**
+   A list of `Digital Object Identifiers (DOIs) <https://www.doi.org/>`_ for any digital resources associated with the score set.
+   
+   .. warning::
+      DOIs for publications should not be provided here; instead, they should be included in the publication identifiers section.
+
+**Publication identifiers**
+   A list of identifiers for publications associated with the score set. These may be DOIs, PubMed IDs, bioRxiv IDs, or medRxiv IDs.
+   
+   You will also have the option to indicate a primary publication for the score set. This publication will be more prominently displayed
+   and should describe the research contribution to which this score set is most closely related.
+
+**Extra metadata**
+   An optional JSON object containing additional metadata about the score set. This may include information such as analysis parameters,
+   software versions, or other details specific to the score set. If you are providing additional metadata,,
+   it should be clearly described in the methods section.
+
+**Targets**
+   One or more :ref:`targets<targets>` associated with this score set.
+   Each score set must be associated with at least one target.
+   For experiments that describe variants relative to two or more distinct sequences,
+   such as protein-protein interaction assays that measure the effects of variants in both interacting proteins,
+   multiple targets may be associated with a single score set.
+
+**Score calibrations**
+   An optional list of score calibrations that provide additional context for interpreting the scores in this score set.
+   For more information, see the :ref:`Score calibrations<score calibrations>` section.
+
+**Variant scores and counts**
+   The variant scores and optional counts data tables associated with this score set.
+   For more information on the expected data formats, see the :ref:`Data table formats<data table formats>` section.
+
+.. _end-score-set-metadata:
diff --git a/public/docs/mavedb/_sources/score_calibrations.rst.txt b/public/docs/mavedb/_sources/score_calibrations.rst.txt
new file mode 100644
index 00000000..f3b913dd
--- /dev/null
+++ b/public/docs/mavedb/_sources/score_calibrations.rst.txt
@@ -0,0 +1,8 @@
+Score calibrations
+===================================
+
+.. _score-calibrations-intro:
+
+
+
+.. _end-score-calibrations-intro:
diff --git a/public/docs/mavedb/_sources/targets.rst.txt b/public/docs/mavedb/_sources/targets.rst.txt
new file mode 100644
index 00000000..971ee746
--- /dev/null
+++ b/public/docs/mavedb/_sources/targets.rst.txt
@@ -0,0 +1,177 @@
+Targets
+==================================
+
+.. _targets-intro:
+
+All variants in a MaveDB :ref:`score set<score sets>` are described relative to a target. This target
+should describe the sequence that was mutagenized to create the variant library. MaveDB supports two types
+of targets: :ref:`sequence-based targets<sequence-based targets>` and :ref:`accession-based targets<accession-based targets>`.
+
+Each score set in MaveDB must be associated with at least one target. Certain experiments may 
+describe variants relative to two or more distinct sequences, such as protein-protein interaction assays
+that measure the effects of variants in both interacting proteins. In these cases, multiple targets may be
+associated with a single score set.
+
+.. _end-targets-intro:
+
+Sequence-based targets
+-----------------------------------
+
+.. _sequence-based-targets:
+
+Sequence-based targets in MaveDB are based on the full sequence that was mutagenized to create the variant library, 
+which may or may not correspond to a known sequence in an external database. 
+
+You should use this type of target when the exact sequence used in the experiment is not available in an external database, 
+or when important differences exist between the sequence used in the experiment and the corresponding sequence in an 
+external database. Common examples include codon-optimized sequences, non-reference backgrounds, or synthetic sequences.
+
+For datasets that target a single functional domain, only that part of the gene should be included as the target.
+If multiple discontinuous functional domains were included in a single experiment,
+the target sequence should be given with the intervening sequence so that coordinates can be mapped back to a
+full-length reference.
+
+When uploading a sequence-based target to MaveDB, it is required that the uploader provide the target sequence.
+If the target is protein coding and variants are only described by their protein changes,
+the target sequence may be an amino acid sequence.
+If variants describing nucleotide changes are present, the target sequence must be a DNA sequence.
+
+Targets can also be linked to accession numbers in other databases, including `UniProt <https://www.uniprot.org/>`__,
+`RefSeq <https://www.ncbi.nlm.nih.gov/refseq/>`__, and `Ensembl <https://www.ensembl.org/>`__.
+If the target sequence provided to MaveDB starts partway through the linked sequence
+(such as an assay targeting a single functional domain), the target should have an "offset" term.
+The offset is the integer value that should be added to the MaveDB coordinates
+(which are relative to the target sequence) in order to match the coordinates in the linked sequence.
+
+For example, the target sequence for `urn:mavedb:00000002-a-1 <https://mavedb.org/#/score-sets/urn:mavedb:00000002-a-1/>`__
+is a codon optimized version of the WW domain of YAP1.
+This corresponds to UniProt identifier `P46937 <https://www.uniprot.org/uniprot/P46937>`__ with offset 169,
+meaning that position 1 in the MaveDB score set is position 170 in the UniProt sequence.
+
+.. note::
+   If you choose to link a sequence-based target to an external accession, you should consider whether using an accession-based
+   target (described below) is more appropriate.
+
+
+Sequence based target metadata
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _sequence-based-target-metadata:
+
+**Target name**
+   The name of the target sequence. This name will be displayed on the score set page and across the site when referring to this target. 
+   Most users will expect this to be a gene name or a protein name.
+
+**Functional category**
+   The functional category of the target sequence. This should be one of the following controlled vocabulary terms:
+
+   * protein coding
+   * regulatory
+   * other noncoding
+
+**UniProt ID and offset** (optional)
+   The `UniProt <https://www.uniprot.org/>`__ identifier corresponding to the target sequence, if applicable.
+
+**Ensembl ID and offset** (optional)
+   The `Ensembl <https://www.ensembl.org>`__ identifier corresponding to the target sequence, if applicable.
+
+**RefSeq ID and offset** (optional)
+   The `RefSeq <https://www.ncbi.nlm.nih.gov/refseq/>`__ identifier corresponding to the target sequence, if applicable.
+
+**Taxonomy**
+   The organism that the target sequence is derived from, if applicable. MaveDB uses the 
+   `NCBI Taxonomy <https://www.ncbi.nlm.nih.gov/taxonomy>`__ controlled vocabulary for organism names.
+
+**Sequence type**
+   The type of sequence provided for the target. This should be one of the following controlled vocabulary terms:
+
+   * DNA
+   * amino acid
+
+**Sequence**
+   The full sequence of the target used in the experiment. This should be provided as a plain text string
+   containing only valid characters for the specified sequence type (DNA or amino acid).
+
+
+.. _end-sequence-based-target-metadata:
+.. _end-sequence-based-targets:
+
+Accession-based targets
+------------------------------------
+
+.. _accession-based-targets:
+
+Accession-based targets in MaveDB are based on sequences that are fully described in an external database. If your
+variants were generated by editing the genome directly (e.g. using saturation genome editing) or by mutagenizing
+a known reference sequence without any other changes, this target type is appropriate.
+
+.. note::
+   When you use an accession-based target, all variants in the associated score set must be described relative to the
+   accession identifier you provide, regardless of whether there is only a single target for the assay. 
+   
+   For instance, while you might describe a variant as ``c.79A>T`` in a sequence-based target, the same variant would 
+   need to be described as ``NM__000546.6:c.79A>T`` if the target is accession-based using the RefSeq ID ``NM__000546.6``.
+
+   This requirement allows users to better understand the context of the variants in your score set.
+
+When uploading an accession-based target to MaveDB, you may supply either a `RefSeq <https://www.ncbi.nlm.nih.gov/refseq/>`__
+or `Ensembl <https://www.ensembl.org>`__ identifier. MaveDB will automatically retrieve the corresponding sequence and metadata
+from the appropriate external database. These identifiers may refer to either full chromosomes or to individual transcripts/genes.
+
+MaveDB uses both `CDOT <https://cdot.cc>`__ and `SeqRepo <https://github.com/biocommons/seqrepo>`__ to retrieve and cache sequences and metadata for 
+accession-based targets. For more information about how we use these services, see the :ref:`external integrations<external integrations>` section.
+
+.. seealso::
+   :ref:`Base editor score sets<base editor data>` use the same accession-based target format as other score sets. However, even though you will be providing an
+   ``hgvs_nt`` column for your variants, a special ``guide_sequence`` column in your uploaded scores and counts files that indicates the guide sequence used for each variant
+   will be the index column and should be unique.
+
+Accession based target metadata
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _accession-based-target-metadata:
+
+**Target name**
+   The name of the target sequence. This name will be displayed on the score set page and across the site when referring to this target. 
+   Most users will expect this to be a gene name or a protein name.
+
+**Gene name or Assembly name**
+   The gene name (for transcript or gene accessions) or assembly name (for chromosome accessions) corresponding to the target sequence.
+
+**Accession identifier**
+   The `RefSeq <https://www.ncbi.nlm.nih.gov/refseq/>`__ or `Ensembl <https://www.ensembl.org>`__ identifier that describes the target sequence.
+
+**Functional category**
+   The functional category of the target sequence. This should be one of the following controlled vocabulary terms:
+
+   * protein coding
+   * regulatory
+   * other noncoding
+
+.. _end-accession-based-target-metadata:
+.. _end-accession-based-targets:
+
+Multi-target score sets
+------------------------------------
+
+.. _multi-target-score-sets:
+
+Some experiments may describe variants relative to two or more distinct sequences, such as protein-protein interaction assays
+that measure the effects of variants in both interacting proteins. In these cases, multiple targets may be
+associated with a single score set. 
+
+Each target should be described using either the sequence-based or accession-based
+target format described above. A single score set may not mix sequence-based and accession-based targets; all targets
+associated with a given score set must use the same target format.
+
+When describing variants in a multi-target score set, each variant must indicate which target it is relative to. This is done
+by including a label for each target (e.g., "Target 1", "Target 2") and including this label in the variant notation as if it
+were a prefix to the variant. 
+
+For example, if a score set includes two targets labeled "TP53" and "MDM2", a variant
+affecting TP53 might be described as "TP53:p.R175H", while a variant affecting MDM2 might be described as "MDM2:p.G58S".
+
+While optional in single-target score sets, this label is a required field in multi-target score sets to ensure that each variant can be unambiguously
+mapped to the correct target.
+
+.. _end-multi-target-score-sets:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/upload_guide.rst.txt b/public/docs/mavedb/_sources/upload_guide.rst.txt
index 7865e3bb..75ee307e 100644
--- a/public/docs/mavedb/_sources/upload_guide.rst.txt
+++ b/public/docs/mavedb/_sources/upload_guide.rst.txt
@@ -1,151 +1,96 @@
 Depositing your data into MaveDB
 =======================================
 
+.. _uploading-data-intro:
+
 Creating a complete entry in MaveDB requires several pieces of data and metadata.
-This document includes a checklist of what is required to deposit a study and a description of the required metadata.
+This document includes a checklist of what is required to deposit a study and a description of the required metadata. 
+It also includes details about the optional metadata that we recommend be included to maximize the usability of your data.
 
 For more information on how a dataset in MaveDB is structured,
 including descriptions of experiment sets, experiments, and score sets,
-please see :ref:`Record types`.
-
-Metadata formatting
-###################################
+please see :ref:`record types<record-types>`.
 
-Experiment and score set records contain several different types of required and optional metadata,
-either free text or accession numbers for other databases.
-These elements are described in this section.
+.. _end-uploading-data-intro:
 
-Free text metadata
+Data upload wizard
 -----------------------------------
 
-Experiments and score sets both have descriptive free text fields.
-These are the title, short description, abstract, and methods.
+.. _data-upload-wizard:
 
-The title and short description are plain text.
-The abstract and methods support `Markdown <https://daringfireball.net/projects/markdown/>`_
-formatting with embedded equations using `MathML <https://www.w3.org/Math/>`_,
-converted using `Pandoc <https://pandoc.org/>`_.
+MaveDB provides a step-by-step data upload wizard to guide you through the process of depositing your data.
+To begin the upload process, log in to MaveDB and select either the "New experiment" or "New score set" option 
+in the toolbar at the top of the page.
 
-The title is displayed at the top of the record page, and should be quite brief.
+.. _end-data-upload-wizard:
 
-The short description is displayed in the search results table and should summarize the entry at a high level in one
-or two sentences.
+Uploading an experiment
+-----------------------------------------
 
-The abstract should describe the motivation and approach for the dataset.
-Some MaveDB abstracts include a summary of the results of the related publications but many do not.
-The entry describes the MAVE data rather than a full study so the submitter should use their judgement when deciding
-what details are most relevant.
-It is common that experiments and score sets share the same abstract text if they are from the same study.
+.. _uploading-an-experiment:
 
-The methods section should describe the approach in a condensed form,
-suitable for a specialist audience of MAVE researchers.
+What is an experiment?
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-For an experiment the methods section should include:
+.. include:: ./record_types/experiments.rst
+   :start-after: .. _experiment-intro:
+   :end-before: .. _end-experiment-intro:
 
-* Variant library construction methods
-* Description of the functional assay, including model system and selection type
-* Sequencing strategy and sequencing technology
-* Structure of biological or technical replicates (if applicable)
+What is required to upload an experiment?
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-For a score set the methods section should include:
+.. _experiment-upload-requirements:
 
-* Sequence read filtering approach
-* Description of the statistical model for converting counts to scores, including normalization
-* Description of additional data columns included in the score or count tables, including column naming conventions
-* Details of how replicates were combined (if applicable)
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _data-set-required-metadata:
+   :end-before: .. _end-data-set-required-metadata:
 
-For a meta-analysis score set the methods section should include:
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _data-set-optional-metadata:
+   :end-before: .. _end-data-set-optional-metadata:
 
-* Description of the statistical model for converting the linked scores or counts into the scores presented
-* Description of additional data columns included in the score or count tables, including column naming conventions
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _experiment-optional-metadata:
+   :end-before: .. _end-experiment-optional-metadata:
 
-Score sets can also include an optional free-text data usage policy intended for unpublished data.
-For example, data producers may wish to assert their right to publish the results of certain analyses first.
+.. _end-experiment-upload-requirements:
 
-Publication details
------------------------------------
+.. _end-uploading-an-experiment:
 
-Publications can be included by entering their `PubMed ID <https://pubmed.ncbi.nlm.nih.gov/>`_ and they will appear
-as formatted references.
-Publications included in an experiment will also be displayed on their associated score set pages.
+Uploading a score set
+-----------------------------------------
 
-Preprints or publications that are not indexed by PubMed can be included via the DOI field.
-Improved support for preprints (including displaying them as formatted references) is planned for a future release.
-
-Raw data accessions
------------------------------------
+.. _uploading-a-score-set:
 
-Experimenters are encouraged to deposit their raw sequence data in a public repository and link it to the relevant
-experiment record(s).
+What is a score set?
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-MaveDB currently supports accession numbers for:
-
-* `ArrayExpress <https://www.ebi.ac.uk/arrayexpress/>`_
-* `BioProject <https://www.ncbi.nlm.nih.gov/bioproject/>`_
-* `Gene Expression Omnibus <https://www.ncbi.nlm.nih.gov/geo/>`_
-* `Sequence Read Archive <https://www.ncbi.nlm.nih.gov/sra>`_
-
-Raw data that is stored elsewhere can be included via the DOI field.
-
-Keywords
------------------------------------
+.. include:: ./record_types/score_sets.rst
+   :start-after: .. _score-set-intro:
+   :end-before: .. _end-score-set-intro:
 
-Experiments and score sets can be tagged with optional, user-specified keywords.
+What is required to upload a score set?
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-In a future release, the keyword vocabulary will become restricted and keyword selection will be mandatory.
-This will improve the ability for data modellers to select appropriate MAVE datasets for their studies,
-and also facilitate more sophisticated tracking of the kind of data being generated by researchers.
+.. _score-set-upload-requirements:
 
-Data formatting
-###################################
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _data-set-required-metadata:
+   :end-before: .. _end-data-set-required-metadata:
 
-Score sets require detailed information about the target sequence, including the sequence,
-as well as a CSV-formatted file containing the variant scores
-(and optionally a second CSV-formatted file containing the variant counts).
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _score-set-required-metadata:
+   :end-before: .. _end-score-set-required-metadata:
 
-For more information including how to prepare your data for submission,
-see :ref:`Target sequence information` and :ref:`Data table formats`.
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _score-set-optional-metadata:
+   :end-before: .. _end-score-set-optional-metadata:
 
-Score set data must be given a license chosen from those listed on the :ref:`Data licensing` page.
+.. _end-uploading-a-score-set:
 
-Optional structured metadata
+Publishing your data
 -----------------------------------
 
-Score sets also support the inclusion of optional `JSON <https://www.json.org/>`_-formatted metadata.
-This can be used to describe features like genomic coordinates for a target sequence or score cutoff ranges that the
-uploader would like to be more easily machine-readable than if this information was included in free text.
-
-If optional metadata is included, the uploader should describe it in the score set methods.
-
-Required information checklist
-###################################
-
-For each experiment and score set:
-
-* `Free text metadata`_
-    * Title
-    * Short description (1-3 brief sentences)
-    * Abstract
-    * Methods
-* `Keywords`_
-* `PubMed IDs <https://pubmed.ncbi.nlm.nih.gov/>`_ for the study reference(s) or `DOIs <https://www.doi.org/>`_
-  for references not listed in PubMed (such as on `bioRxiv <https://www.biorxiv.org/>`_)
-
-For each experiment you will also want:
-
-* `Raw data accessions`_
-
-For each score set you will also want:
-
-* Target information
-    * Nucleotide sequence for the target
-    * The sequence type (coding, regulatory, other non-coding)
-    * Organism the sequence is derived from (if applicable)
-    * `UniProt ID <https://www.uniprot.org/>`_ (if applicable)
-    * `RefSeq ID <https://www.ncbi.nlm.nih.gov/refseq/>`_ (if applicable)
-    * `Ensembl ID <https://www.ensembl.org>`_ (if applicable)
-
-* Variant score table
-* Variant count table (if available)
-* Choice of data license (see :ref:`Data licensing`)
-* Data usage policy text (if needed)
+.. include:: ./publishing.rst
+   :start-after: .. _publishing-data:
+   :end-before: .. _end-publishing-data:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/variant_mapping.rst.txt b/public/docs/mavedb/_sources/variant_mapping.rst.txt
new file mode 100644
index 00000000..686f129a
--- /dev/null
+++ b/public/docs/mavedb/_sources/variant_mapping.rst.txt
@@ -0,0 +1,70 @@
+Variant Mapping
+===================================
+
+.. _variant-mapping-intro:
+
+MaveDB uses the variant descriptions provided in the score and count data tables
+to map variants to genomic coordinates. This mapping allows MaveDB to integrate with
+external resources such as :ref:`clingen`, :ref:`clinvar`, and :ref:`gnomad`.
+
+.. note::
+    Variant mapping is only performed for datasets with a human target sequence.
+
+This process was made possible by a novel method for mapping MAVE data written by 
+`Arbesfeld et al. (2025) <http://dx.doi.org/10.1186/s13059-025-03647-x>`_. The method 
+is described in detail in the linked publication, and summarized briefly below.
+
+.. _end-variant-mapping-intro:
+
+Mapping process
+-----------------------------------
+
+.. _mapping-process:
+
+Variants are mapped to genomic coordinates upon upload of a score set. The mapping process involves the following steps:
+
+1. **Target sequence alignment**: The target sequence provided with the score set is aligned to the reference genome using
+   `BLAT <https://genome.ucsc.edu/FAQ/FAQblat.html>`_. This step determines the genomic location of the target sequence and
+   identifies the corresponding transcript(s).
+2. **Transcript selection**: If multiple candidate transcripts are identified in the alignment step, the most appropriate transcript
+   is selected. Where possible, we prioritize MANE Select transcripts, followed by RefSeq Select transcripts, and then the longest
+   matching transcript.
+3. **Variant translation**: Each variant in the score and count data tables is converted from MAVE-HGVS format to standard HGVS format
+   and translated with respect to the selected transcript. This step accounts for any offset between the target sequence and the transcript.
+4. **VRS translation**: The HGVS variant descriptions are then converted to `GA4GH VRS <https://vrs.ga4gh.org/en/stable/>`_ format
+   using the `VRS-Python <https://github.com/ga4gh/vrs-python>`_ library. This standardized representation facilitates interoperability 
+   with other genomic databases and tools, as well as standardizing all output variant representations for future mapped variation.
+
+.. note::
+   In some cases, variants may not be successfully mapped due to issues such as ambiguous target sequences,
+   complex variant types, or discrepancies between the target and reference genome. MaveDB logs these instances
+   and provides feedback to data contributors to help resolve mapping issues. 
+   
+   Although some mapping failures
+   represent true limitations of the data, others can be addressed by correcting errors in the submitted variants
+   or target sequences.
+
+   **It is highly recommended that data contributors review the mapping results after uploading a score set
+   to ensure that variants have been accurately mapped.** Contributors can view mapping results on the score set page and download a report of mapped and unmapped variants.
+
+   Mapping failures do not prevent datasets from being published in MaveDB, but mapped variants
+   are required for certain features such as :ref:`variant search<variant-search>`, linkages with
+   certain :ref:`external resources<external integrations>`, and inclusion in :ref:`mavemd`.
+
+.. _end-mapping-process:
+
+Mapping integrations
+-----------------------------------
+
+.. _mapping-integrations:
+
+Mapped variants are integral to MaveDB's integration with :ref:`external data sources<external integrations>`. Whereas variants prior to mapping
+are only described with respect to the target sequence, mapped variants can be linked to
+genomic coordinates and transcripts, enabling connections to resources such as ClinVar, gnomAD,
+and ClinGen. Mapped variants also enable MaveDB to provide
+`GA4GH VRS <https://vrs.ga4gh.org/en/stable/>`_ representations of variants for download and programmatic access via the MaveDB API.
+
+This mapping and the integrations they facilitate enhance the utility of MaveDB and power MaveMD by enabling features 
+like :ref:`variant search<variant search>` and :ref:`score calibrations<score calibrations>`.
+
+.. _end-mapping-integrations:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/variant_search.rst.txt b/public/docs/mavedb/_sources/variant_search.rst.txt
new file mode 100644
index 00000000..e69de29b
diff --git a/public/docs/mavedb/_sources/visualizations.rst.txt b/public/docs/mavedb/_sources/visualizations.rst.txt
new file mode 100644
index 00000000..90baea27
--- /dev/null
+++ b/public/docs/mavedb/_sources/visualizations.rst.txt
@@ -0,0 +1,57 @@
+Visualizations
+=============================================
+
+.. _visualizations-intro:
+
+Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum at risus ac urna dapibus dapibus. Praesent congue, justo sit amet hendrerit varius, nibh nibh imperdiet lorem, non interdum turpis orci non odio. Integer vel mi euismod, varius erat non, feugiat augue.
+
+- Curabitur facilisis nibh quis arcu dignissim.
+- Sed non odio ut sapien iaculis accumsan.
+- Phasellus luctus urna a mauris faucibus.
+
+.. note::
+    Quisque vitae lectus eget nunc imperdiet feugiat. Morbi non mi sed magna sollicitudin sagittis.
+
+.. _end-visualizations-intro:
+
+Example
+-------
+
+.. code-block:: python
+
+    import matplotlib.pyplot as plt
+
+    data = [3, 1, 4, 2]
+    labels = ["A", "B", "C", "D"]
+
+    plt.bar(labels, data, color="#4C78A8")
+    plt.title("Sample Visualization")
+    plt.xlabel("Category")
+    plt.ylabel("Value")
+    plt.tight_layout()
+    plt.show()
+
+
+Heatmap
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _heatmap-viz:
+
+
+.. _end-heatmap-viz:
+
+Histogram
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _histogram-viz:
+
+
+.. _end-histogram-viz:
+
+Protein structure viewer
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _protein-structure-viz:
+
+
+.. _end-protein-structure-viz:
\ No newline at end of file
diff --git a/public/docs/mavedb/_static/documentation_options.js b/public/docs/mavedb/_static/documentation_options.js
index 53f87e65..e40c3088 100644
--- a/public/docs/mavedb/_static/documentation_options.js
+++ b/public/docs/mavedb/_static/documentation_options.js
@@ -1,5 +1,5 @@
 const DOCUMENTATION_OPTIONS = {
-    VERSION: '2023.2.0',
+    VERSION: '2025.5.2',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,
     BUILDER: 'html',
diff --git a/public/docs/mavedb/accession_numbers.html b/public/docs/mavedb/accession_numbers.html
index b859e17a..ffd4248d 100644
--- a/public/docs/mavedb/accession_numbers.html
+++ b/public/docs/mavedb/accession_numbers.html
@@ -5,18 +5,18 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>MaveDB accession numbers &#8212; MaveDB 2023.2.0 documentation</title>
+    <title>MaveDB accession numbers &#8212; MaveDB 2025.5.2 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
     <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
     <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
     <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
-    <script src="_static/documentation_options.js?v=953b8078"></script>
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Data licensing" href="data_licensing.html" />
-    <link rel="prev" title="Target sequence information" href="target_sequences.html" />
+    <link rel="next" title="Frequently Asked Questions" href="faqs.html" />
+    <link rel="prev" title="External integrations" href="external_integrations.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -32,12 +32,12 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="data_licensing.html" title="Data licensing"
+          <a href="faqs.html" title="Frequently Asked Questions"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="target_sequences.html" title="Target sequence information"
+          <a href="external_integrations.html" title="External integrations"
              accesskey="P">previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">MaveDB accession numbers</a></li> 
       </ul>
     </div>  
@@ -49,11 +49,12 @@ <h3>Navigation</h3>
             
   <section id="mavedb-accession-numbers">
 <h1>MaveDB accession numbers<a class="headerlink" href="#mavedb-accession-numbers" title="Link to this heading">¶</a></h1>
-<p>MaveDB accession numbers use the <a class="reference external" href="https://tools.ietf.org/html/rfc8141">URN (Uniform Resource Name) format</a>.
+<p id="accession-numbers-intro">MaveDB accession numbers use the <a class="reference external" href="https://tools.ietf.org/html/rfc8141">URN (Uniform Resource Name) format</a>.
 The accession numbers have a hierarchical structure that reflects the relationship between
-experiment sets, experiments, score sets, and individual variants in MaveDB.</p>
-<p>All public accession numbers start with the string <cite>urn:mavedb:</cite> followed by the experiment set number
-(eight digits, zero-padded).
+experiment sets, experiments, score sets, and individual variants in MaveDB. URNs are also used to uniquely identify
+other resources in MaveDB, such as calibrations and collections.</p>
+<p>URNs within the experiment set/experiment/score set/variant hierarchy start with the string <cite>urn:mavedb:</cite>
+followed by the experiment set number (eight digits, zero-padded).
 Experiments are indexed by letter within the experiment set.
 If necessary, <code class="docutils literal notranslate"><span class="pre">aa</span></code>, <code class="docutils literal notranslate"><span class="pre">ab</span></code>, etc. will follow <code class="docutils literal notranslate"><span class="pre">z</span></code>.
 Score sets are indexed by number within the experiment.</p>
@@ -83,19 +84,26 @@ <h1>MaveDB accession numbers<a class="headerlink" href="#mavedb-accession-number
 </tbody>
 </table>
 <section id="meta-analysis-accession-numbers">
-<h2>Meta-analysis accession numbers<a class="headerlink" href="#meta-analysis-accession-numbers" title="Link to this heading">¶</a></h2>
-<p>Meta-analysis score sets use the special <code class="docutils literal notranslate"><span class="pre">0</span></code> experiment instead of a letter.</p>
+<span id="end-accession-numbers-intro"></span><h2>Meta-analysis accession numbers<a class="headerlink" href="#meta-analysis-accession-numbers" title="Link to this heading">¶</a></h2>
+<p id="id1">Meta-analysis score sets use the special <code class="docutils literal notranslate"><span class="pre">0</span></code> experiment instead of a letter.</p>
 <p>Meta-analysis score sets that include data from a single experiment set will use that experiment set’s number.
 For meta-analyses that use data from multiple experiment sets,
 a new experiment set number will be assigned for all meta-analyses that include data from the same experiment sets.
 These meta-analysis-only experiment sets will only contain the <code class="docutils literal notranslate"><span class="pre">0</span></code> experiment.</p>
 </section>
 <section id="temporary-accession-numbers">
-<h2>Temporary accession numbers<a class="headerlink" href="#temporary-accession-numbers" title="Link to this heading">¶</a></h2>
-<p>When first uploaded, records are given a temporary accession number starting with <code class="docutils literal notranslate"><span class="pre">tmp:</span></code>.
+<span id="end-meta-analysis-accession-numbers"></span><h2>Temporary accession numbers<a class="headerlink" href="#temporary-accession-numbers" title="Link to this heading">¶</a></h2>
+<p id="id2">When first uploaded, records are given a temporary accession number starting with <code class="docutils literal notranslate"><span class="pre">tmp:</span></code>.
 These temporary accessions are not structured according to the record type.</p>
 <p>MaveDB URNs are created when the temporary records are made publicly viewable by publishing a score set.</p>
 </section>
+<section id="urns-for-other-resources">
+<span id="end-temporary-accession-numbers"></span><h2>URNs for other resources<a class="headerlink" href="#urns-for-other-resources" title="Link to this heading">¶</a></h2>
+<p id="other-resources-urns">Other resources in MaveDB that exists outside of the data set hierarchy, such as calibrations and collections, also use URNs starting with <code class="docutils literal notranslate"><span class="pre">urn:mavedb:</span></code>.
+This is followed by a resource type identifier (e.g., <code class="docutils literal notranslate"><span class="pre">calibration</span></code>, <code class="docutils literal notranslate"><span class="pre">collection</span></code>) and a unique
+resource identifier. For example, the URN for a calibration resource might be
+<code class="docutils literal notranslate"><span class="pre">urn:mavedb:calibration-11111111-2222-3333-aaaa-bbbbccccdddd</span></code>.</p>
+</section>
 </section>
 
 
@@ -111,6 +119,7 @@ <h3><a href="index.html">Table of Contents</a></h3>
 <li><a class="reference internal" href="#">MaveDB accession numbers</a><ul>
 <li><a class="reference internal" href="#meta-analysis-accession-numbers">Meta-analysis accession numbers</a></li>
 <li><a class="reference internal" href="#temporary-accession-numbers">Temporary accession numbers</a></li>
+<li><a class="reference internal" href="#urns-for-other-resources">URNs for other resources</a></li>
 </ul>
 </li>
 </ul>
@@ -118,13 +127,13 @@ <h3><a href="index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="target_sequences.html"
-                          title="previous chapter">Target sequence information</a></p>
+    <p class="topless"><a href="external_integrations.html"
+                          title="previous chapter">External integrations</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="data_licensing.html"
-                          title="next chapter">Data licensing</a></p>
+    <p class="topless"><a href="faqs.html"
+                          title="next chapter">Frequently Asked Questions</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -154,17 +163,17 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="data_licensing.html" title="Data licensing"
+          <a href="faqs.html" title="Frequently Asked Questions"
              >next</a> |</li>
         <li class="right" >
-          <a href="target_sequences.html" title="Target sequence information"
+          <a href="external_integrations.html" title="External integrations"
              >previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">MaveDB accession numbers</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2017-2023, Alan F Rubin et al..
+    &#169; Copyright 2017-2025, MaveDB Developers.
       Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
     </div>
   </body>
diff --git a/public/docs/mavedb/accounts.html b/public/docs/mavedb/accounts.html
index 242d5d4b..49b2ad3a 100644
--- a/public/docs/mavedb/accounts.html
+++ b/public/docs/mavedb/accounts.html
@@ -5,18 +5,18 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>User account management &#8212; MaveDB 2023.2.0 documentation</title>
+    <title>User account management &#8212; MaveDB 2025.5.2 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
     <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
     <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
     <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
-    <script src="_static/documentation_options.js?v=953b8078"></script>
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Depositing your data into MaveDB" href="upload_guide.html" />
-    <link rel="prev" title="MaveDB documentation" href="index.html" />
+    <link rel="next" title="Record types" href="record_types/index.html" />
+    <link rel="prev" title="Score calibrations" href="score_calibrations.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -32,12 +32,12 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="upload_guide.html" title="Depositing your data into MaveDB"
+          <a href="record_types/index.html" title="Record types"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="index.html" title="MaveDB documentation"
+          <a href="score_calibrations.html" title="Score calibrations"
              accesskey="P">previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">User account management</a></li> 
       </ul>
     </div>  
@@ -49,23 +49,23 @@ <h3>Navigation</h3>
             
   <section id="user-account-management">
 <h1>User account management<a class="headerlink" href="#user-account-management" title="Link to this heading">¶</a></h1>
-<p>User account authentication in MaveDB is handled through <a class="reference external" href="https://orcid.org/">ORCID iD</a>.
+<p id="user-accounts-intro">User account authentication in MaveDB is handled through <a class="reference external" href="https://orcid.org/">ORCID iD</a>.
 If you do not have an <a class="reference external" href="https://orcid.org/">ORCID iD</a>, you can register a new one for free using their service.</p>
 <p>Your MaveDB account will be created once you log in for the first time.</p>
+<p>You must have logged in at least once to MaveDB using your ORCID iD in order to be added as a <a class="reference internal" href="record_types/metadata_guide.html#data-set-contributors"><span class="std std-ref">contributor</span></a> to a dataset.</p>
 <section id="setting-an-email-address">
-<h2>Setting an email address<a class="headerlink" href="#setting-an-email-address" title="Link to this heading">¶</a></h2>
-<p>MaveDB can only view public email addresses associated with your <a class="reference external" href="https://orcid.org/">ORCID iD</a>.
+<span id="end-user-accounts-intro"></span><h2>Setting an email address<a class="headerlink" href="#setting-an-email-address" title="Link to this heading">¶</a></h2>
+<p id="setting-email-address">MaveDB can only view public email addresses associated with your <a class="reference external" href="https://orcid.org/">ORCID iD</a>.
 If you do not have one of these set and would like to receive emails from MaveDB,
 you can provide an email address using the <a class="reference external" href="https://www.mavedb.org/#/settings/">Profile settings page</a>
-(requires login).</p>
-<p>MaveDB will send automatic emails when upload tasks complete or when your dataset permissions are changed.
-MaveDB maintainers will also use this email address to notify you of important updates that affect the usability of
-your datasets.</p>
+(requires login). To upload datasets, you must provide an email address.</p>
 </section>
 <section id="api-access-tokens">
-<h2>API access tokens<a class="headerlink" href="#api-access-tokens" title="Link to this heading">¶</a></h2>
-<p>Users can generate an API access token to access <a class="reference internal" href="accession_numbers.html#temporary-accession-numbers"><span class="std std-ref">private datasets</span></a> via API
-using the <a class="reference external" href="https://www.mavedb.org/#/settings/">Profile settings page</a> (requires login).</p>
+<span id="end-setting-email-address"></span><h2>API access tokens<a class="headerlink" href="#api-access-tokens" title="Link to this heading">¶</a></h2>
+<p id="id3">Users may generate an API access token to authenticate with the <a class="reference external" href="https://api.mavedb.org/docs">MaveDB API</a>. This token
+will allow you to perform actions such as uploading and modifying datasets programmatically, fetching <a class="reference internal" href="accession_numbers.html#id2"><span class="std std-ref">private data sets</span></a>,
+or managing your account. You can generate and revoke API access tokens using the
+<a class="reference external" href="https://www.mavedb.org/#/settings/">Profile settings page</a> (requires login).</p>
 <p>Only one API access token can be active for a given account.
 Generating a new token will invalidate the old one.</p>
 </section>
@@ -91,13 +91,13 @@ <h3><a href="index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="index.html"
-                          title="previous chapter">MaveDB documentation</a></p>
+    <p class="topless"><a href="score_calibrations.html"
+                          title="previous chapter">Score calibrations</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="upload_guide.html"
-                          title="next chapter">Depositing your data into MaveDB</a></p>
+    <p class="topless"><a href="record_types/index.html"
+                          title="next chapter">Record types</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -127,17 +127,17 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="upload_guide.html" title="Depositing your data into MaveDB"
+          <a href="record_types/index.html" title="Record types"
              >next</a> |</li>
         <li class="right" >
-          <a href="index.html" title="MaveDB documentation"
+          <a href="score_calibrations.html" title="Score calibrations"
              >previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">User account management</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2017-2023, Alan F Rubin et al..
+    &#169; Copyright 2017-2025, MaveDB Developers.
       Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
     </div>
   </body>
diff --git a/public/docs/mavedb/api/index.html b/public/docs/mavedb/api/index.html
new file mode 100644
index 00000000..fb9766d4
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+++ b/public/docs/mavedb/api/index.html
@@ -0,0 +1,115 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>MaveDB API &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=4848ba22" />
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+            
+  <section id="mavedb-api">
+<h1>MaveDB API<a class="headerlink" href="#mavedb-api" title="Link to this heading">¶</a></h1>
+<p id="mavedb-api-intro">The MaveDB API provides programmatic access to MaveDB data and functionality.</p>
+<p>You can explore the API documentation at the following link: <a class="reference external" href="https://api.mavedb.org/docs">MaveDB API Documentation</a>.</p>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
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+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
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+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="../visualizations.html"
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+  </div>
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+    <h4>Next topic</h4>
+    <p class="topless"><a href="../external_integrations.html"
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+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="../_sources/api/index.rst.txt"
+            rel="nofollow">Show Source</a></li>
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+  <h3 id="searchlabel">Quick search</h3>
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+    <form class="search" action="../search.html" method="get">
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+<script>document.getElementById('searchbox').style.display = "block"</script>
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+          <a href="../genindex.html" title="General Index"
+             >index</a></li>
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+             >next</a> |</li>
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+    <div class="footer" role="contentinfo">
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+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/assay_facts.html b/public/docs/mavedb/assay_facts.html
new file mode 100644
index 00000000..4b441210
--- /dev/null
+++ b/public/docs/mavedb/assay_facts.html
@@ -0,0 +1,166 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Assay facts &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
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+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+    <link rel="next" title="Visualizations" href="visualizations.html" />
+    <link rel="prev" title="Evaluating functional assays" href="mavemd/evaluating_functional_assays.html" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
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+             accesskey="I">index</a></li>
+        <li class="right" >
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+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="mavemd/evaluating_functional_assays.html" title="Evaluating functional assays"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Assay facts</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="assay-facts">
+<h1>Assay facts<a class="headerlink" href="#assay-facts" title="Link to this heading">¶</a></h1>
+<p id="assay-facts-intro">MaveDB captures key facts about the experimental assay used to generate variant effect measurements
+from controlled keywords based on a <a class="reference internal" href="controlled_vocabulary.html#mave-controlled-vocabulary"><span class="std std-ref">controlled vocabulary</span></a>. This information is then used
+to generate a concise summary of assay facts that is displayed on the score set page.</p>
+<figure class="align-left" id="assay-facts-example">
+<img alt="Assay facts section from a MaveDB score set page" src="_images/brca1_assay_facts_example.png" />
+<figcaption>
+<p><span class="caption-number">Fig. 2 </span><span class="caption-text">Example of the assay facts section from a score set</span><a class="headerlink" href="#assay-facts-example" title="Link to this image">¶</a></p>
+<div class="legend">
+<p>This figure shows the assay facts section from
+<a class="reference external" href="https://mavedb.org/score-sets/urn:mavedb:00000097-0-2">urn:mavedb:00000097-0-2</a>,
+which describes saturation genome editing of <em>BRCA1</em>.</p>
+</div>
+</figcaption>
+</figure>
+<section id="assay-fact-sheet-properties">
+<span id="end-assay-facts-intro"></span><h2>Assay fact sheet properties<a class="headerlink" href="#assay-fact-sheet-properties" title="Link to this heading">¶</a></h2>
+<dl id="id1">
+<dt><strong>Gene Symbol</strong></dt><dd><p>The HGNC gene symbol for the target gene being assayed.</p>
+</dd>
+<dt><strong>Assay type</strong></dt><dd><p>The type of functional assay used to measure variant effects. This corresponds to the <a class="reference internal" href="controlled_vocabulary.html#phenotypic-assay-method"><span class="std std-ref">phenotypic assay method</span></a> controlled vocabulary term.</p>
+</dd>
+<dt><strong>Molecular mechanism</strong></dt><dd><p>The molecular mechanism by which the assay measures variant effects. This corresponds to the <a class="reference internal" href="controlled_vocabulary.html#molecular-mechanism-assessed"><span class="std std-ref">molecular mechanism</span></a> controlled vocabulary term.</p>
+</dd>
+<dt><strong>Variant consequences detected</strong></dt><dd><p>The types of variant consequences that the assay is capable of detecting. This corresponds to the <a class="reference internal" href="controlled_vocabulary.html#phenotypic-assay-mechanism"><span class="std std-ref">phenotypic assay mechanism</span></a> controlled vocabulary term.</p>
+</dd>
+<dt><strong>Model system</strong></dt><dd><p>The biological system in which the assay was performed. This corresponds to the <a class="reference internal" href="controlled_vocabulary.html#phenotypic-assay-model-system"><span class="std std-ref">model system</span></a> controlled vocabulary term.</p>
+</dd>
+<dt><strong>Detects splicing variants</strong></dt><dd><p>Whether the assay is capable of detecting splicing variants. Based on assay design, and inferred based on a combination of the <a class="reference internal" href="controlled_vocabulary.html#variant-library-creation-methods"><span class="std std-ref">variant library creation method</span></a> and
+other terms.</p>
+</dd>
+<dt><strong>Detects nonsense-mediated decay (NMD) variants</strong></dt><dd><p>Whether the assay is capable of detecting NMD variants. Based on assay design, and inferred based on a combination of the <a class="reference internal" href="controlled_vocabulary.html#variant-library-creation-methods"><span class="std std-ref">variant library creation method</span></a> and
+other terms.</p>
+</dd>
+<dt><strong>OddsPaths</strong></dt><dd><p>The Odds of Pathogenicity score calculated for abnormal and normal functional readouts, if applicable. These OddsPaths are based on the framework described in <a class="reference external" href="https://doi.org/10.1186/s13073-019-0690-2">Brnich et al., 2019</a>.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>OddsPath calculations are provided when available.</p>
+<p>For some assays, MaveDB maintainers may have selected OddsPaths other than those submitted by the data contributor,
+based on updated calibrations or reanalyses of the data. In these cases, the source of the OddsPath scores will be indicated on the score set page.</p>
+</div>
+</dd>
+</dl>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Assay facts</a><ul>
+<li><a class="reference internal" href="#assay-fact-sheet-properties">Assay fact sheet properties</a></li>
+</ul>
+</li>
+</ul>
+
+  </div>
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="mavemd/evaluating_functional_assays.html"
+                          title="previous chapter">Evaluating functional assays</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="visualizations.html"
+                          title="next chapter">Visualizations</a></p>
+  </div>
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+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/assay_facts.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
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+  <h3 id="searchlabel">Quick search</h3>
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+<script>document.getElementById('searchbox').style.display = "block"</script>
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+             >index</a></li>
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+             >next</a> |</li>
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+          <a href="mavemd/evaluating_functional_assays.html" title="Evaluating functional assays"
+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Assay facts</a></li> 
+      </ul>
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+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/bulk_downloads.html b/public/docs/mavedb/bulk_downloads.html
new file mode 100644
index 00000000..8ab4848c
--- /dev/null
+++ b/public/docs/mavedb/bulk_downloads.html
@@ -0,0 +1,135 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Bulk downloads &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
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+    <script src="_static/doctools.js?v=888ff710"></script>
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+    <link rel="index" title="Index" href="genindex.html" />
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+    <link rel="next" title="Data set collections" href="collections.html" />
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+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
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+          <a href="collections.html" title="Data set collections"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
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+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Bulk downloads</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="bulk-downloads">
+<h1>Bulk downloads<a class="headerlink" href="#bulk-downloads" title="Link to this heading">¶</a></h1>
+<p id="id1">A complete set of MaveDB data and metadata is available as a bulk download
+hosted on <a class="reference external" href="https://zenodo.org/">Zenodo</a>.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>The associated DOI for the most recent version of the archive is
+<a class="reference external" href="https://doi.org/10.5281/zenodo.11201736">10.5281/zenodo.11201736</a>.</p>
+<p>The archive will be updated twice yearly in May and November.</p>
+</div>
+<p>The archive contains a single JSON document called <code class="docutils literal notranslate"><span class="pre">main.json</span></code> that provides
+the structured metadata for every <a class="reference internal" href="record_types/experiment_sets.html#experiment-sets"><span class="std std-ref">experiment set</span></a>,
+<a class="reference internal" href="record_types/experiments.html#experiments"><span class="std std-ref">experiment</span></a>, and <a class="reference internal" href="record_types/score_sets.html#score-sets"><span class="std std-ref">score set</span></a>.
+Score set data is provided in <code class="docutils literal notranslate"><span class="pre">.csv</span></code> format,
+with separate score and count files for each record as appropriate.
+Each file is named using the <a class="reference internal" href="accession_numbers.html#mavedb-accession-numbers"><span class="std std-ref">score set urn</span></a>.</p>
+<p>Users who are interested in downloading a large number of MaveDB datasets are
+strongly encouraged to use and cite these archival releases,
+particularly for machine learning or AI-based studies where the associated data
+needs to be clearly identified for reproducibility.</p>
+<p>Datasets released using the <a class="reference external" href="https://creativecommons.org/public-domain/cc0/">CC0</a>
+public domain license are included in the archive, and this is the license
+applied to the archive itself.
+Datasets provided by MaveDB under other licenses are not currently included.</p>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
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+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="data_set_search.html"
+                          title="previous chapter">Data Set Search</a></p>
+  </div>
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+    <p class="topless"><a href="collections.html"
+                          title="next chapter">Data set collections</a></p>
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+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/bulk_downloads.rst.txt"
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+  <h3 id="searchlabel">Quick search</h3>
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+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
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+      <ul>
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+          <a href="genindex.html" title="General Index"
+             >index</a></li>
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+          <a href="collections.html" title="Data set collections"
+             >next</a> |</li>
+        <li class="right" >
+          <a href="data_set_search.html" title="Data Set Search"
+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
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+    &#169; Copyright 2017-2025, MaveDB Developers.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/citation.html b/public/docs/mavedb/citation.html
index a255a745..d880df83 100644
--- a/public/docs/mavedb/citation.html
+++ b/public/docs/mavedb/citation.html
@@ -5,17 +5,17 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Citing MaveDB &#8212; MaveDB 2023.2.0 documentation</title>
+    <title>Citing MaveDB &#8212; MaveDB 2025.5.2 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
     <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
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     <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
-    <script src="_static/documentation_options.js?v=953b8078"></script>
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="prev" title="Data licensing" href="data_licensing.html" />
+    <link rel="prev" title="Frequently Asked Questions" href="faqs.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
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 <!--[if lte IE 6]>
@@ -31,9 +31,9 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="data_licensing.html" title="Data licensing"
+          <a href="faqs.html" title="Frequently Asked Questions"
              accesskey="P">previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Citing MaveDB</a></li> 
       </ul>
     </div>  
@@ -45,7 +45,17 @@ <h3>Navigation</h3>
             
   <section id="citing-mavedb">
 <h1>Citing MaveDB<a class="headerlink" href="#citing-mavedb" title="Link to this heading">¶</a></h1>
-<p>When citing MaveDB, please refer to:</p>
+<p id="id1">When citing MaveDB, please refer to the most recent publication:</p>
+<p>Rubin AF, Stone J, Bianchi AH, Capodanno BJ, Da EY, Dias M, Esposito D,
+Frazer J, Fu Y, Grindstaff SB, Harrington MR, Li I, McEwen AE, Min JK, Moore N,
+Moscatelli OG, Ong J, Polunina PV, Rollins JE, Rollins NJ, Snyder AE,
+Tam A, Wakefield MJ, Ye SS, Starita LM, Bryant VL, Marks DS, Fowler DM.
+MaveDB 2024: a curated community database with over seven million variant effects from multiplexed functional assays.
+<em>Genome Biol.</em> 2025 Jan 21;26(1):13.
+doi: <a class="reference external" href="https://doi.org/10.1186/s13059-025-03476-y">10.1186/s13059-025-03476-y</a>.
+PMID: <a class="reference external" href="https://pubmed.ncbi.nlm.nih.gov/39838450/">39838450</a>;
+PMCID: <a class="reference external" href="http://www.ncbi.nlm.nih.gov/pmc/articles/pmc11753097/">PMC11753097</a>.</p>
+<p>The previous citation is:</p>
 <p>Esposito D, Weile J, Shendure J, Starita LM, Papenfuss AT, Roth FP, Fowler DM, Rubin AF.
 MaveDB: an open-source platform to distribute and interpret data from multiplexed assays of variant effect.
 <em>Genome Biol.</em> 2019 Nov 4;20(1):223.
@@ -66,8 +76,8 @@ <h1>Citing MaveDB<a class="headerlink" href="#citing-mavedb" title="Link to this
         <div class="sphinxsidebarwrapper">
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="data_licensing.html"
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+    <p class="topless"><a href="faqs.html"
+                          title="previous chapter">Frequently Asked Questions</a></p>
   </div>
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     <h3>This Page</h3>
@@ -97,14 +107,14 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="data_licensing.html" title="Data licensing"
+          <a href="faqs.html" title="Frequently Asked Questions"
              >previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Citing MaveDB</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2017-2023, Alan F Rubin et al..
+    &#169; Copyright 2017-2025, MaveDB Developers.
       Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
     </div>
   </body>
diff --git a/public/docs/mavedb/clinical_view.html b/public/docs/mavedb/clinical_view.html
new file mode 100644
index 00000000..2b4e9ba1
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+++ b/public/docs/mavedb/clinical_view.html
@@ -0,0 +1,86 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
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+    </ul>
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+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
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+      <div class="clearer"></div>
+    </div>
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+      <h3>Navigation</h3>
+      <ul>
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+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
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+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, Alan F Rubin et al..
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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\ No newline at end of file
diff --git a/public/docs/mavedb/collections.html b/public/docs/mavedb/collections.html
new file mode 100644
index 00000000..b10ebe2b
--- /dev/null
+++ b/public/docs/mavedb/collections.html
@@ -0,0 +1,191 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Data set collections &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
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+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
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+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+    <link rel="next" title="MaveMD" href="mavemd/index.html" />
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+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
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+<link rel="stylesheet" href="_static/ie6.css" type="text/css" media="screen" charset="utf-8" />
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+             accesskey="N">next</a> |</li>
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+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Data set collections</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="data-set-collections">
+<h1>Data set collections<a class="headerlink" href="#data-set-collections" title="Link to this heading">¶</a></h1>
+<p id="data-collections-intro">To make it easier to share, organize, and find related data sets that might not be part of the same experiment or study,
+MaveDB supports the concept of “collections”. A collection is a group of related <a class="reference internal" href="record_types/experiments.html#experiments"><span class="std std-ref">experiments</span></a>
+and <a class="reference internal" href="record_types/score_sets.html#score-sets"><span class="std std-ref">score sets</span></a> that can be browsed and shared together. Collections can be created for any
+purpose, such as grouping data sets from a specific publication, project, or research group.</p>
+<p>Collections which you are an owner or member of will show up on data set pages when the data set is a member of the collection.</p>
+<section id="creating-collections">
+<span id="end-data-collections-intro"></span><h2>Creating Collections<a class="headerlink" href="#creating-collections" title="Link to this heading">¶</a></h2>
+<p id="id1">To create a new collection, click on the dropdown menu under your user profile in the top-right corner of the MaveDB interface and select “Collections”.
+From there, you can click the “Add an empty collection” button. You will be prompted to provide a name and description for your collection,
+set its privacy level, and add any users you wish to share it with.</p>
+<p>Alternatively, when viewing an <a class="reference internal" href="record_types/experiments.html#experiments"><span class="std std-ref">experiment</span></a> or <a class="reference internal" href="record_types/score_sets.html#score-sets"><span class="std std-ref">score set</span></a>, you can add it to a new or existing collection by clicking the “Save to a collection” button
+that appears under the assay facts sheet.</p>
+</section>
+<section id="collection-privacy">
+<span id="end-creating-collections"></span><h2>Collection Privacy<a class="headerlink" href="#collection-privacy" title="Link to this heading">¶</a></h2>
+<p id="id2">When creating a collection, you can choose to make it either public or private. Public collections can be viewed by anyone visiting MaveDB, while private collections can only be accessed by you
+and the users you explicitly share them with.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Even if a collection is private, the individual <a class="reference internal" href="record_types/experiments.html#experiments"><span class="std std-ref">experiments</span></a> and <a class="reference internal" href="record_types/score_sets.html#score-sets"><span class="std std-ref">score sets</span></a> within it will still be subject to their own privacy settings.
+For example, if a private collection contains a public score set, that score set will still be accessible to anyone with its accession number, even if they cannot view the collection itself.</p>
+</div>
+<section id="collection-permissions">
+<span id="end-collection-privacy"></span><h3>Collection Permissions<a class="headerlink" href="#collection-permissions" title="Link to this heading">¶</a></h3>
+<p id="id3">When creating or managing a collection, you can specify which users have access to it. You can add other MaveDB users by their ORCiD. There are three levels of permissions you can assign to users for a collection:</p>
+<ul class="simple">
+<li><p><strong>Viewer</strong>: Users can view the collection and its contents but cannot make any changes.</p></li>
+<li><p><strong>Editor</strong>: Users can add or remove items from the collection and modify its metadata, but cannot change its permissions or privacy settings.</p></li>
+<li><p><strong>Admin</strong>: Users have full control over the collection, including managing permissions for other users and updating its privacy settings.</p></li>
+</ul>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>As a collection owner, you will always have admin permissions and cannot be removed from the collection. As the owner of the record, you are
+also the only user who may delete the collection.</p>
+</div>
+</section>
+</section>
+<section id="managing-collections">
+<span id="end-collection-permissions"></span><h2>Managing collections<a class="headerlink" href="#managing-collections" title="Link to this heading">¶</a></h2>
+<p id="id4">To edit or manage an existing collection, navigate to the collection page via the “Collections” link in the user profile dropdown menu.
+From there, you can update the collection’s name and description, change its privacy settings, manage user permissions,
+and add or remove experiments and score sets from the collection.</p>
+<section id="adding-and-removing-items-from-collections">
+<span id="end-managing-collections"></span><h3>Adding and removing items from collections<a class="headerlink" href="#adding-and-removing-items-from-collections" title="Link to this heading">¶</a></h3>
+<p id="add-to-collection"><span id="modifying-collections"></span>To add an <a class="reference internal" href="record_types/experiments.html#experiments"><span class="std std-ref">experiment</span></a> or <a class="reference internal" href="record_types/score_sets.html#score-sets"><span class="std std-ref">score set</span></a> to a collection, navigate to the item’s page and click the “Save to a collection” button located under the assay facts sheet.
+You can then select an existing collection or create a new one to add the item to. Alternatively, you can add items directly from the collection page by clicking the “Add items” button and pasting
+the <a class="reference internal" href="accession_numbers.html#mavedb-accession-numbers"><span class="std std-ref">accessions</span></a> for the desired experiments or score sets. You must have the requisite permissions on the item to add it to a collection.</p>
+<p id="remove-from-collection"><span id="end-add-to-collection"></span>To remove items from a collection, navigate to the collection page, click the edit icon next to the score set or experiment list, select the items you wish to remove, and click the “Remove” button.
+Changes are not saved until you click the “Save” button at the bottom of the dialog box.</p>
+<p id="sharing-collections"><span id="end-remove-from-collection"></span>If your collection is private, you can allow other MaveDB users to access it by <a class="reference internal" href="#id3"><span class="std std-ref">adding their users as viewers</span></a>. If your collection
+is public, anyone can view it without needing to be added explicitly. Simply share the URL of the collection page with others to give them access.</p>
+</section>
+</section>
+<section id="official-collections">
+<span id="end-modifying-collections"></span><span id="end-sharing-collections"></span><h2>Official Collections<a class="headerlink" href="#official-collections" title="Link to this heading">¶</a></h2>
+<p id="id5">Some collections in MaveDB are designated as “official” collections. These collections are curated by the MaveDB team and contain high-quality, well-annotated data sets that are of particular interest to the community.</p>
+<p>You can identify official collections by a special badge on their collection page, and they are often highlighted in MaveDB communications and promotions. These collections are also linked
+from any data set page that is included in the official collection.</p>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Data set collections</a><ul>
+<li><a class="reference internal" href="#creating-collections">Creating Collections</a></li>
+<li><a class="reference internal" href="#collection-privacy">Collection Privacy</a><ul>
+<li><a class="reference internal" href="#collection-permissions">Collection Permissions</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#managing-collections">Managing collections</a><ul>
+<li><a class="reference internal" href="#adding-and-removing-items-from-collections">Adding and removing items from collections</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#official-collections">Official Collections</a></li>
+</ul>
+</li>
+</ul>
+
+  </div>
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="bulk_downloads.html"
+                          title="previous chapter">Bulk downloads</a></p>
+  </div>
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+    <h4>Next topic</h4>
+    <p class="topless"><a href="mavemd/index.html"
+                          title="next chapter">MaveMD</a></p>
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+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/collections.rst.txt"
+            rel="nofollow">Show Source</a></li>
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+  <section id="mave-controlled-vocabulary">
+<h1>MAVE controlled vocabulary<a class="headerlink" href="#mave-controlled-vocabulary" title="Link to this heading">¶</a></h1>
+<p id="controlled-vocabulary-intro">Experiments may be tagged with a controlled set of terms. These keywords offer a structured vocabulary
+for describing key aspects of the experiment, such as the type of assay performed, the biological system used,
+or the specific techniques employed.</p>
+<p>Although such information may also be included in the free-text methods or abstract fields,
+using controlled keywords ensures consistency across experiments and facilitates more effective searches
+and visualizations for end users.</p>
+<p>For the information you submit to MaveDB to be maximally useful to others,
+we strongly encourage you to provide controlled keywords in the following four categories that describe key aspects of the assay:</p>
+<ol class="arabic simple">
+<li><p>The method and characteristics of genetic perturbation</p></li>
+<li><p>Details of the phenotypic assay used to assess variant effects</p></li>
+<li><p>Information about the cellular and environmental contexts of the assays</p></li>
+<li><p>The sequencing strategy for associating variants with effects.</p></li>
+</ol>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<p>For more information on how these controlled keywords are used in MaveDB, see the <a class="reference internal" href="assay_facts.html#assay-facts"><span class="std std-ref">Assay facts</span></a> section.</p>
+</div>
+<section id="available-controlled-vocabulary-terms">
+<span id="end-controlled-vocabulary-intro"></span><h2>Available controlled vocabulary terms<a class="headerlink" href="#available-controlled-vocabulary-terms" title="Link to this heading">¶</a></h2>
+<section id="variant-library-creation-methods">
+<span id="controlled-vocabulary-terms"></span><h3>Variant library creation methods<a class="headerlink" href="#variant-library-creation-methods" title="Link to this heading">¶</a></h3>
+<p id="id1">This category describes the method used to generate the variant library for the MAVE experiment.</p>
+<ul class="simple">
+<li><p>Endogenous locus library method</p></li>
+<li><p>In vitro construct library method</p></li>
+<li><p>N/A (for meta-analyses or other experiments without a variant library)</p></li>
+<li><p>Other (include a brief description)</p></li>
+</ul>
+<p>After selecting a method, you should also include both the method system and mechanism used to create the variant library.</p>
+</section>
+<section id="delivery-method">
+<span id="end-variant-library-creation-methods"></span><h3>Delivery method<a class="headerlink" href="#delivery-method" title="Link to this heading">¶</a></h3>
+<p id="id2">The delivery method describes how the variant induction machinery and/or the construct was delivered
+to the model system. Possible options include:</p>
+<ul class="simple">
+<li><p>Electroporation</p></li>
+<li><p>Nucleofection</p></li>
+<li><p>Chemical-based transfection</p></li>
+<li><p>Adeno-associated virus transduction</p></li>
+<li><p>Lentivirus transduction</p></li>
+<li><p>Chemical or heat shock transformation</p></li>
+<li><p>Other (include a brief description)</p></li>
+</ul>
+</section>
+<section id="phenotypic-assay-dimensionality">
+<span id="end-delivery-method"></span><h3>Phenotypic assay dimensionality<a class="headerlink" href="#phenotypic-assay-dimensionality" title="Link to this heading">¶</a></h3>
+<p id="id3">This category describes the dimensionality of the functional readouts of the assay.</p>
+<p>Possible types:</p>
+<ul class="simple">
+<li><p>Single-dimensional data (e.g., single fluorescence measurement)</p></li>
+<li><p>High-dimensional data (e.g., ML/AI-enabled imaging/classification)</p></li>
+<li><p>Combined functional data (multiple assays combined)</p></li>
+<li><p>Other (include a brief description)</p></li>
+</ul>
+</section>
+<section id="phenotypic-assay-method">
+<span id="end-phenotypic-assay-dimensionality"></span><h3>Phenotypic assay method<a class="headerlink" href="#phenotypic-assay-method" title="Link to this heading">¶</a></h3>
+<p id="id4">Assay method defining the molecular properties interrogated. Terms are aligned to OBI (root OBI_0000070: “assay”).</p>
+<p>Possible types:</p>
+<ul class="simple">
+<li><p>Promoter activity detection by reporter gene assay</p></li>
+<li><p>Bulk RNA-sequencing</p></li>
+<li><p>Single-cell RNA sequencing assay</p></li>
+<li><p>Fluorescence in-situ hybridization (FISH) assay</p></li>
+<li><p>Flow cytometry assay</p></li>
+<li><p>Imaging mass cytometry assay</p></li>
+<li><p>Systematic evolution of ligands by exponential enrichment assay</p></li>
+<li><p>Single cell imaging</p></li>
+<li><p>Multiplexed fluorescent antibody imaging</p></li>
+<li><p>Binding assay</p></li>
+<li><p>Cell proliferation assay</p></li>
+<li><p>Survival assessment assay</p></li>
+<li><p>Other (include a brief description)</p></li>
+</ul>
+</section>
+<section id="phenotypic-assay-mechanism">
+<span id="end-phenotypic-assay-method"></span><h3>Phenotypic assay mechanism<a class="headerlink" href="#phenotypic-assay-mechanism" title="Link to this heading">¶</a></h3>
+<p id="id5">The biological mechanism by which the assay detects variant effects. Terms are aligned to <a class="reference external" href="https://geneontology.org/">gene ontology</a> biological process terms.</p>
+<p>Possible types:</p>
+<ul class="simple">
+<li><p>Dominant-negative effect</p></li>
+<li><p>Gain of function</p></li>
+<li><p>Loss of function</p></li>
+<li><p>Gain or loss of function</p></li>
+<li><p>Loss of function or dominant-negative effect</p></li>
+<li><p>Other (include a brief description)</p></li>
+</ul>
+</section>
+<section id="phenotypic-assay-model-system">
+<span id="end-phenotypic-assay-mechanism"></span><h3>Phenotypic assay model system<a class="headerlink" href="#phenotypic-assay-model-system" title="Link to this heading">¶</a></h3>
+<p id="id6">Context influencing phenotype expression.</p>
+<p>Possible types:</p>
+<ul class="simple">
+<li><p>Immortalized human cells</p></li>
+<li><p>Murine primary cells</p></li>
+<li><p>Induced pluripotent stem cells from human male</p></li>
+<li><p>Induced pluripotent stem cells from human female</p></li>
+<li><p>Patient derived primary cells</p></li>
+<li><p>Yeast</p></li>
+<li><p>Bacteria</p></li>
+<li><p>Bacteriophage</p></li>
+<li><p>Molecular display</p></li>
+<li><p>Other (include a brief description)</p></li>
+</ul>
+<p>Optionally provide codings for specific cell lines (e.g., Cell Line Ontology) and taxonomy identifiers where applicable.</p>
+</section>
+<section id="phenotypic-assay-profiling-strategy">
+<span id="end-phenotypic-assay-model-system"></span><h3>Phenotypic assay profiling strategy<a class="headerlink" href="#phenotypic-assay-profiling-strategy" title="Link to this heading">¶</a></h3>
+<p id="id7">Variant profiling strategy used to capture variant frequency vs. assay outcome. Required.</p>
+<p>Possible types:</p>
+<ul class="simple">
+<li><p>Direct sequencing</p></li>
+<li><p>Shotgun sequencing</p></li>
+<li><p>Barcode sequencing</p></li>
+</ul>
+</section>
+<section id="phenotypic-assay-sequencing-read-type">
+<span id="end-phenotypic-assay-profiling-strategy"></span><h3>Phenotypic assay sequencing read type<a class="headerlink" href="#phenotypic-assay-sequencing-read-type" title="Link to this heading">¶</a></h3>
+<p id="id8">Sequencing read type used in the assay. Required.</p>
+<p>Possible types:</p>
+<ul class="simple">
+<li><p>Single-segment (short read)</p></li>
+<li><p>Single-segment (long read)</p></li>
+<li><p>Multi-segment</p></li>
+</ul>
+</section>
+<section id="molecular-mechanism-assessed">
+<span id="end-phenotypic-assay-sequencing-read-type"></span><h3>Molecular mechanism assessed<a class="headerlink" href="#molecular-mechanism-assessed" title="Link to this heading">¶</a></h3>
+<p id="id9">Molecular mechanism by which the assay measures variant effects.</p>
+<p>Possible types:</p>
+<ul class="simple">
+<li><p>Catalytic and Cysteine synthase activity</p></li>
+<li><p>Catalytic and Hydroxymethylbilane synthase activity</p></li>
+<li><p>Catalytic and Lipid phosphatase activity</p></li>
+<li><p>Catalytic and Thiamine diphosphokinase activity</p></li>
+<li><p>Cellular response to cisplatin, DNA repair and Double-strand break repair via homologous recombination</p></li>
+<li><p>DNA damage response, signal transduction by p53 class mediator and MDM2/MDM4 family protein binding</p></li>
+<li><p>DNA repair and Double-strand break repair via homologous recombination</p></li>
+<li><p>Double-strand break repair, damage response, signal transduction by p53 class mediator and Response to etoposide</p></li>
+<li><p>Molecular function</p></li>
+<li><p>Monoatomic ion transport and Potassium channel activity</p></li>
+<li><p>Sodium channel activity</p></li>
+<li><p>Calcium-mediated signaling</p></li>
+<li><p>Catalytic and Gluconokinase activity</p></li>
+<li><p>Catalytic activity and Ornithine carbamoyltransferase activity</p></li>
+<li><p>Core promoter sequence-specific DNA binding</p></li>
+<li><p>DNA damage checkpoint signaling</p></li>
+<li><p>DNA and Mismatch repair</p></li>
+<li><p>Molecular condensate scaffold activity</p></li>
+<li><p>Monoatomic ion transport and Sodium ion transport</p></li>
+<li><p>Oxidative phosphorylation</p></li>
+<li><p>Protein carboxylation</p></li>
+<li><p>Protein glycosylation</p></li>
+<li><p>Protein localization to plasma membrane</p></li>
+<li><p>Regulation of protein stability</p></li>
+<li><p>Response to misfolded protein</p></li>
+</ul>
+</section>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
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+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">MAVE controlled vocabulary</a><ul>
+<li><a class="reference internal" href="#available-controlled-vocabulary-terms">Available controlled vocabulary terms</a><ul>
+<li><a class="reference internal" href="#variant-library-creation-methods">Variant library creation methods</a></li>
+<li><a class="reference internal" href="#delivery-method">Delivery method</a></li>
+<li><a class="reference internal" href="#phenotypic-assay-dimensionality">Phenotypic assay dimensionality</a></li>
+<li><a class="reference internal" href="#phenotypic-assay-method">Phenotypic assay method</a></li>
+<li><a class="reference internal" href="#phenotypic-assay-mechanism">Phenotypic assay mechanism</a></li>
+<li><a class="reference internal" href="#phenotypic-assay-model-system">Phenotypic assay model system</a></li>
+<li><a class="reference internal" href="#phenotypic-assay-profiling-strategy">Phenotypic assay profiling strategy</a></li>
+<li><a class="reference internal" href="#phenotypic-assay-sequencing-read-type">Phenotypic assay sequencing read type</a></li>
+<li><a class="reference internal" href="#molecular-mechanism-assessed">Molecular mechanism assessed</a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+
+  </div>
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+    <p class="topless"><a href="data_formats.html"
+                          title="previous chapter">Data table formats</a></p>
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+    <h4>Next topic</h4>
+    <p class="topless"><a href="variant_mapping.html"
+                          title="next chapter">Variant Mapping</a></p>
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-    <link rel="prev" title="Record types" href="record_types.html" />
+    <link rel="next" title="MAVE controlled vocabulary" href="controlled_vocabulary.html" />
+    <link rel="prev" title="Targets" href="targets.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -32,12 +32,12 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="target_sequences.html" title="Target sequence information"
+          <a href="controlled_vocabulary.html" title="MAVE controlled vocabulary"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="record_types.html" title="Record types"
+          <a href="targets.html" title="Targets"
              accesskey="P">previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data table formats</a></li> 
       </ul>
     </div>  
@@ -49,19 +49,21 @@ <h3>Navigation</h3>
             
   <section id="data-table-formats">
 <h1>Data table formats<a class="headerlink" href="#data-table-formats" title="Link to this heading">¶</a></h1>
-<p>MaveDB accepts and provides data tables in CSV format.
-Each row of the data table describes a single variant, and variants are described using <a class="reference external" href="https://www.mavedb.org/docs/mavehgvs/index.html">MAVE-HGVS</a> format.
+<p id="data-table-formats-intro">MaveDB accepts and provides data tables in CSV format.
+Each row of the data table describes a single variant, and variants are described using <a class="reference external" href="https://www.mavedb.org/docs/mavehgvs">MAVE-HGVS</a> format.
 All other columns are expected to be floating point values.</p>
 <section id="variant-columns">
-<h2>Variant columns<a class="headerlink" href="#variant-columns" title="Link to this heading">¶</a></h2>
-<p>For both score and count data tables, there are three variant columns:</p>
+<span id="end-data-table-formats-intro"></span><h2>Variant columns<a class="headerlink" href="#variant-columns" title="Link to this heading">¶</a></h2>
+<p id="id1">For both score and count data tables, there are three variant columns:</p>
 <ul class="simple">
-<li><p><code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> describes variants with respect to the nucleotide <a class="reference internal" href="target_sequences.html#target-sequence-information"><span class="std std-ref">target sequence</span></a></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">hgvs_tx</span></code> describes variants with respect to a transcript model</p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">hgvs_pro</span></code> describes variants with respect to the amino acid <a class="reference internal" href="target_sequences.html#target-sequence-information"><span class="std std-ref">target sequence</span></a></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> describes variants with respect to the nucleotide <a class="reference internal" href="targets.html#targets"><span class="std std-ref">target sequence</span></a></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">hgvs_splice</span></code> describes variants with respect to a transcript model</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">hgvs_pro</span></code> describes variants with respect to the amino acid <a class="reference internal" href="targets.html#targets"><span class="std std-ref">target sequence</span></a></p></li>
 </ul>
-<p><code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> and <code class="docutils literal notranslate"><span class="pre">hgvs_pro</span></code> variants are required to be described in relation to the score set target sequence,
-rather than to an external reference sequence.</p>
+<p><code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> and <code class="docutils literal notranslate"><span class="pre">hgvs_pro</span></code> variants are required to be described in relation to the score set <a class="reference internal" href="targets.html#targets"><span class="std std-ref">target</span></a>.</p>
+<p>All variants must be described in <a class="reference external" href="https://www.mavedb.org/docs/mavehgvs">MAVE-HGVS</a> format, which is a subset of the <a class="reference external" href="https://varnomen.hgvs.org/">HGVS</a> format.
+This includes using the appropriate prefix (<code class="docutils literal notranslate"><span class="pre">c.</span></code> for coding DNA, <code class="docutils literal notranslate"><span class="pre">n.</span></code> for non-coding DNA, <code class="docutils literal notranslate"><span class="pre">p.</span></code> for protein) and
+using brackets for complex variants that affect multiple positions (e.g. <code class="docutils literal notranslate"><span class="pre">c.[123A&gt;G;125_T&gt;C]</span></code>).</p>
 <p>If <code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> is present, it will be used as the primary key for distinguishing variants and must be unique.
 Otherwise, <code class="docutils literal notranslate"><span class="pre">hgvs_pro</span></code> will be used as the primary key.</p>
 <div class="admonition note">
@@ -70,35 +72,54 @@ <h2>Variant columns<a class="headerlink" href="#variant-columns" title="Link to
 The target sequence will be translated using the
 <a class="reference external" href="https://www.ncbi.nlm.nih.gov/Taxonomy/Utils/wprintgc.cgi?chapter=cgencodes#SG1">standard amino acid translation table</a> for validation.</p>
 </div>
-<p>The <code class="docutils literal notranslate"><span class="pre">hgvs_tx</span></code> variants are not validated against a transcript model or target sequence.
-This is a convenience feature for datasets that contain splice variants; most datasets will not use <code class="docutils literal notranslate"><span class="pre">hgvs_tx</span></code>.
-Datasets that use <code class="docutils literal notranslate"><span class="pre">hgvs_tx</span></code> must also have <code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code>, which is used as the primary key,
+<p>The <code class="docutils literal notranslate"><span class="pre">hgvs_splice</span></code> variants are not validated against a transcript model or target sequence.
+This is a convenience feature for datasets that contain splice variants; most datasets will not use <code class="docutils literal notranslate"><span class="pre">hgvs_splice</span></code>.
+Datasets that use <code class="docutils literal notranslate"><span class="pre">hgvs_splice</span></code> must also have <code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code>, which is used as the primary key,
 and the <code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> variants must use the <code class="docutils literal notranslate"><span class="pre">'g.'</span></code> prefix.</p>
+<section id="fully-qualified-variants">
+<span id="end-variant-columns"></span><h3>Fully-qualified variants<a class="headerlink" href="#fully-qualified-variants" title="Link to this heading">¶</a></h3>
+<p id="id2">‘Fully-qualified variants’ refer to variants which are submitted with complete information about their transcript or relative sequence.
+For accession based targets, this means variants are submitted with respect to a specific RefSeq or Ensembl transcript (e.g: <code class="docutils literal notranslate"><span class="pre">NM_000546.5:c.215C&gt;G</span></code>).
+When submitting accession based targets, MaveDB requires fully-qualified variants to ensure unambiguous mapping to the target sequence.</p>
+<p>For sequence-based targets, fully-qualified variants include the full sequence context of the variant. When you are submitting variants
+with respect to a single sequence-based target, your variants need not be fully-qualified. However, if you are submitting variants
+with respect to multiple sequence-based targets, MaveDB requires fully-qualified variants to ensure unambiguous mapping to the correct target sequence.
+You should use the target label as the prefix for the variant (e.g: <code class="docutils literal notranslate"><span class="pre">target1:c.215C&gt;G</span></code>).</p>
+<p>For more information on targets, see the <a class="reference internal" href="targets.html#targets"><span class="std std-ref">targets</span></a> section.</p>
+</section>
+<section id="base-editor-data">
+<span id="end-fully-qualified-variants"></span><h3>Base editor data<a class="headerlink" href="#base-editor-data" title="Link to this heading">¶</a></h3>
+<p id="id3">If you are submitting data from a base editor experiment, you must also include a column <code class="docutils literal notranslate"><span class="pre">guide_sequence</span></code> in your score and/or count data table.
+This column should contain the guide RNA sequence used to generate each variant. This column is required for base editor datasets, and replaces the
+<code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> column as the primary key for variants. As such, it must be unique.</p>
+</section>
 </section>
 <section id="score-table-columns">
-<h2>Score table columns<a class="headerlink" href="#score-table-columns" title="Link to this heading">¶</a></h2>
-<p>All score tables must have a column named <code class="docutils literal notranslate"><span class="pre">score</span></code> that describes the score of that variant in the assay.
+<span id="end-base-editor-data"></span><h2>Score table columns<a class="headerlink" href="#score-table-columns" title="Link to this heading">¶</a></h2>
+<p id="id4">All score tables must have a column named <code class="docutils literal notranslate"><span class="pre">score</span></code> that describes the score of that variant in the assay.
 Score tables may have any number of additional numeric columns.</p>
 <p>Suggested numeric columns include a standard deviation or variance,
 or some other measure of uncertainty for the score such as a 95% confidence interval
 (represented as two columns, e.g. <code class="docutils literal notranslate"><span class="pre">ci_lower</span></code> and <code class="docutils literal notranslate"><span class="pre">ci_upper</span></code>).</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>Do not submit patient data or anything which could be used to identify individuals to MaveDB.</p>
+</div>
 <p>Score sets that describe experiments with multiple replicates often include the score and standard deviation for each
 replicate as additional columns.</p>
 <p>For datasets with categorical data,
 we recommend encoding the categories as integers and describing the mapping between integers and categories in the
-<a class="reference internal" href="upload_guide.html#free-text-metadata"><span class="std std-ref">free text methods</span></a>.
+<a class="reference internal" href="record_types/metadata_guide.html#free-text-metadata"><span class="std std-ref">free text methods</span></a>.
 Support for additional data columns with string data will be added in a future version to support this use case.</p>
-<section id="score-table-examples">
-<h3>Score table examples<a class="headerlink" href="#score-table-examples" title="Link to this heading">¶</a></h3>
-<p>Here is a short excerpt from the score table for
+<p id="score-table-examples"><span id="end-score-table-columns"></span>Here is a short excerpt from the score table for
 <a class="reference external" href="https://mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/">urn:mavedb:00000003-a-1</a>.</p>
-<p>That this dataset uses <code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> as the primary variant key.
+<p>This dataset uses <code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> as the primary variant key.
 It has several additional data columns with the scores and error estimates for multiple biological replicates.</p>
 <p>Note that some variants do not have a score.
 This is permitted (and encouraged) as long as there is some data provided for that variant,
 such as a score in an individual replicate or some counts.</p>
-<table class="docutils align-default" id="id1">
-<caption><span class="caption-number">Table 1 </span><span class="caption-text">Example Score Data</span><a class="headerlink" href="#id1" title="Link to this table">¶</a></caption>
+<table class="docutils align-default" id="id7">
+<caption><span class="caption-number">Table 1 </span><span class="caption-text">Example Score Data</span><a class="headerlink" href="#id7" title="Link to this table">¶</a></caption>
 <thead>
 <tr class="row-odd"><th class="head"><p>hgvs_nt</p></th>
 <th class="head"><p>hgvs_splice</p></th>
@@ -352,13 +373,24 @@ <h3>Score table examples<a class="headerlink" href="#score-table-examples" title
 </tbody>
 </table>
 </section>
-</section>
 <section id="count-table-columns">
-<h2>Count table columns<a class="headerlink" href="#count-table-columns" title="Link to this heading">¶</a></h2>
-<p>Count data are optional for MaveDB score sets, but are recommended.</p>
+<span id="end-score-table-examples"></span><h2>Count table columns<a class="headerlink" href="#count-table-columns" title="Link to this heading">¶</a></h2>
+<p id="id5">Count data are optional for MaveDB score sets, but are recommended.</p>
 <p>There are no required columns for count data,
 but uploaders should decide on an intuitive naming convention for the column names and describe it in the
-<a class="reference internal" href="upload_guide.html#free-text-metadata"><span class="std std-ref">free text methods</span></a>.</p>
+<a class="reference internal" href="record_types/metadata_guide.html#free-text-metadata"><span class="std std-ref">free text methods</span></a>.</p>
+</section>
+<section id="metadata-files">
+<span id="end-count-table-columns"></span><h2>Metadata files<a class="headerlink" href="#metadata-files" title="Link to this heading">¶</a></h2>
+<p id="id6">Users may also upload metadata files in JSON format to provide additional structured metadata about the columns in the score and count tables.
+These files should be named <code class="docutils literal notranslate"><span class="pre">score_columns_metadata.json</span></code> and <code class="docutils literal notranslate"><span class="pre">count_columns_metadata.json</span></code> respectively. These files are
+optional, but recommended.</p>
+<p>The metadata files should contain a JSON object where each key is a column name from the corresponding data table,
+and the value is another JSON object with additional metadata about that column. The additional JSON object may contain the following fields:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">description</span></code>: A string describing the column.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">details</span></code>: A string with additional details about the contents of the column (optional).</p></li>
+</ul>
 </section>
 </section>
 
@@ -373,12 +405,14 @@ <h2>Count table columns<a class="headerlink" href="#count-table-columns" title="
     <h3><a href="index.html">Table of Contents</a></h3>
     <ul>
 <li><a class="reference internal" href="#">Data table formats</a><ul>
-<li><a class="reference internal" href="#variant-columns">Variant columns</a></li>
-<li><a class="reference internal" href="#score-table-columns">Score table columns</a><ul>
-<li><a class="reference internal" href="#score-table-examples">Score table examples</a></li>
+<li><a class="reference internal" href="#variant-columns">Variant columns</a><ul>
+<li><a class="reference internal" href="#fully-qualified-variants">Fully-qualified variants</a></li>
+<li><a class="reference internal" href="#base-editor-data">Base editor data</a></li>
 </ul>
 </li>
+<li><a class="reference internal" href="#score-table-columns">Score table columns</a></li>
 <li><a class="reference internal" href="#count-table-columns">Count table columns</a></li>
+<li><a class="reference internal" href="#metadata-files">Metadata files</a></li>
 </ul>
 </li>
 </ul>
@@ -386,13 +420,13 @@ <h3><a href="index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="record_types.html"
-                          title="previous chapter">Record types</a></p>
+    <p class="topless"><a href="targets.html"
+                          title="previous chapter">Targets</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="target_sequences.html"
-                          title="next chapter">Target sequence information</a></p>
+    <p class="topless"><a href="controlled_vocabulary.html"
+                          title="next chapter">MAVE controlled vocabulary</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -422,17 +456,17 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="target_sequences.html" title="Target sequence information"
+          <a href="controlled_vocabulary.html" title="MAVE controlled vocabulary"
              >next</a> |</li>
         <li class="right" >
-          <a href="record_types.html" title="Record types"
+          <a href="targets.html" title="Targets"
              >previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data table formats</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2017-2023, Alan F Rubin et al..
+    &#169; Copyright 2017-2025, MaveDB Developers.
       Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
     </div>
   </body>
diff --git a/public/docs/mavedb/data_licensing.html b/public/docs/mavedb/data_licensing.html
index e4e74221..8913ee53 100644
--- a/public/docs/mavedb/data_licensing.html
+++ b/public/docs/mavedb/data_licensing.html
@@ -5,12 +5,12 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Data licensing &#8212; MaveDB 2023.2.0 documentation</title>
+    <title>Data licensing &#8212; MaveDB 2025.5.2 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
     <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
     <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
     <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
-    <script src="_static/documentation_options.js?v=953b8078"></script>
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
@@ -37,7 +37,7 @@ <h3>Navigation</h3>
         <li class="right" >
           <a href="accession_numbers.html" title="MaveDB accession numbers"
              accesskey="P">previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data licensing</a></li> 
       </ul>
     </div>  
@@ -115,12 +115,12 @@ <h3>Navigation</h3>
         <li class="right" >
           <a href="accession_numbers.html" title="MaveDB accession numbers"
              >previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data licensing</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2017-2023, Alan F Rubin et al..
+    &#169; Copyright 2017-2025, Alan F Rubin et al..
       Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
     </div>
   </body>
diff --git a/public/docs/mavedb/data_set_search.html b/public/docs/mavedb/data_set_search.html
new file mode 100644
index 00000000..ea3b0d8b
--- /dev/null
+++ b/public/docs/mavedb/data_set_search.html
@@ -0,0 +1,115 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Data Set Search &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
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+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+    <link rel="next" title="Bulk downloads" href="bulk_downloads.html" />
+    <link rel="prev" title="Making your data public" href="publishing.html" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<!--[if lte IE 6]>
+<link rel="stylesheet" href="_static/ie6.css" type="text/css" media="screen" charset="utf-8" />
+<![endif]-->
+
+  </head><body>
+
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="bulk_downloads.html" title="Bulk downloads"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="publishing.html" title="Making your data public"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Data Set Search</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="data-set-search">
+<h1>Data Set Search<a class="headerlink" href="#data-set-search" title="Link to this heading">¶</a></h1>
+<p id="data-set-search-intro">MaveDB provides a search interface to help users find relevant data sets.
+You can access the search page by clicking on the “Search” link in the top navigation bar.</p>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="publishing.html"
+                          title="previous chapter">Making your data public</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="bulk_downloads.html"
+                          title="next chapter">Bulk downloads</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/data_set_search.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
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diff --git a/public/docs/mavedb/data_set_types/experiment_sets.html b/public/docs/mavedb/data_set_types/experiment_sets.html
new file mode 100644
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--- /dev/null
+++ b/public/docs/mavedb/data_set_types/experiment_sets.html
@@ -0,0 +1,121 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Experiment sets &#8212; MaveDB 2025.5.2 documentation</title>
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+        <li class="right" >
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+             accesskey="N">next</a> |</li>
+        <li class="right" >
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+             accesskey="P">previous</a> |</li>
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+          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Data set types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Experiment sets</a></li> 
+      </ul>
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+
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+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="experiment-sets">
+<h1>Experiment sets<a class="headerlink" href="#experiment-sets" title="Link to this heading">¶</a></h1>
+<p>Experiment sets do not have their own data or metadata and are used to group related experiments,
+such as when different functional assays are performed on the same target and described in the same publication
+(<a class="reference external" href="https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/">example experiment set</a>).</p>
+<p>In general, an experiment set should contain data for a single target.
+It is not necessary to include all data from a single publication or research project under one experiment set.</p>
+<p>Experiment sets are automatically created when the first associated experiment is saved.</p>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="index.html"
+                          title="previous chapter">Data set types</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="experiments.html"
+                          title="next chapter">Experiments</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="../_sources/data_set_types/experiment_sets.rst.txt"
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+             >next</a> |</li>
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+          <a href="index.html" title="Data set types"
+             >previous</a> |</li>
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+          <li class="nav-item nav-item-1"><a href="index.html" >Data set types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Experiment sets</a></li> 
+      </ul>
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+    &#169; Copyright 2017-2025, Alan F Rubin et al..
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diff --git a/public/docs/mavedb/data_set_types/experiments.html b/public/docs/mavedb/data_set_types/experiments.html
new file mode 100644
index 00000000..fa1d69bd
--- /dev/null
+++ b/public/docs/mavedb/data_set_types/experiments.html
@@ -0,0 +1,131 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Experiments &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="../_static/pyramid.css?v=a5b9c134" />
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+      <h3>Navigation</h3>
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+        <li class="right" style="margin-right: 10px">
+          <a href="../genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="score_sets.html" title="Score sets"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="experiment_sets.html" title="Experiment sets"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Data set types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Experiments</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="experiments">
+<h1>Experiments<a class="headerlink" href="#experiments" title="Link to this heading">¶</a></h1>
+<p>Experiments describe the data generated from performing a MAVE on a target.
+This includes all steps of the experimental procedure up to and including high-throughput sequencing.
+Library construction, assay design, and sequencing strategy are all described in the experiment
+(<a class="reference external" href="https://www.mavedb.org/#/experiments/urn:mavedb:00000003-a/">example experiment</a>).</p>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<p>Data analysis steps including read filtering, read counting, and score calculation are described in a
+<a class="reference internal" href="score_sets.html#score-sets"><span class="std std-ref">score set</span></a>.</p>
+</div>
+<p>Publications that perform more than one functional assay should be represented as multiple experiments organized under
+a single experiment set, and each functional assay should be described in its own experiment record.
+This still applies to experimental designs where the differences between assays were relatively minor,
+such as varying the temperature or the concentration of a small molecule.</p>
+<p>To assign a new experiment to an existing experiment set, use the ‘Add an experiment’ button on the experiment set page.</p>
+<p>Replicate assays should not be reported as separate experiments,
+instead the number and nature of the replicates should be clearly stated in the experiment’s methods section.</p>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="experiment_sets.html"
+                          title="previous chapter">Experiment sets</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="score_sets.html"
+                          title="next chapter">Score sets</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="../_sources/data_set_types/experiments.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
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+  <h3 id="searchlabel">Quick search</h3>
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+        </div>
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+    </div>
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+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="../genindex.html" title="General Index"
+             >index</a></li>
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+          <a href="score_sets.html" title="Score sets"
+             >next</a> |</li>
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+          <a href="experiment_sets.html" title="Experiment sets"
+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" >Data set types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Experiments</a></li> 
+      </ul>
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+    &#169; Copyright 2017-2025, Alan F Rubin et al..
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/data_set_types/index.html b/public/docs/mavedb/data_set_types/index.html
new file mode 100644
index 00000000..cffac6a4
--- /dev/null
+++ b/public/docs/mavedb/data_set_types/index.html
@@ -0,0 +1,144 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Data set types &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="../_static/pyramid.css?v=a5b9c134" />
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+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Experiment sets" href="experiment_sets.html" />
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+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<!--[if lte IE 6]>
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+<![endif]-->
+
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+
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+      <h3>Navigation</h3>
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+          <a href="../genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="experiment_sets.html" title="Experiment sets"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="../publishing.html" title="Making your data public"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Data set types</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="data-set-types">
+<h1>Data set types<a class="headerlink" href="#data-set-types" title="Link to this heading">¶</a></h1>
+<p>MaveDB has three kinds of records: experiment set, experiment, and score set.
+These records are organized hierarchically.
+Each experiment set can contain multiple experiments and each experiment can contain multiple score sets.
+MaveDB also supports meta-analysis score sets, which are based on one or more existing score sets.
+Each of these record types are described in more detail below.</p>
+<figure class="align-left" id="experiment-set-cartoon">
+<img alt="cartoon schematic of an experiment set with multiple experiments and score sets in MaveDB" src="../_images/brca1_mavedb_cartoon.svg" /><figcaption>
+<p><span class="caption-number">Fig. 1 </span><span class="caption-text">Schematic of an experiment set.</span><a class="headerlink" href="#experiment-set-cartoon" title="Link to this image">¶</a></p>
+<div class="legend">
+<p>This cartoon shows the experiment set for
+<a class="reference external" href="https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/">urn:mavedb:00000003</a>,
+which describes two distinct assays performed on a single <em>BRCA1</em> variant library,
+each with two associated score sets.
+This nested structure is typical of a MaveDB record describing a complex study with multiple elements.
+Note that each assay (symbolized by the yeast and bacteriophage and their associated sequencing instruments)
+is described in its own experiment record,
+and that each experiment has its own score set records that describe the analysis and results
+(symbolized by the computer and data table).</p>
+</div>
+</figcaption>
+</figure>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="experiment_sets.html">Experiment sets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="experiments.html">Experiments</a></li>
+<li class="toctree-l1"><a class="reference internal" href="score_sets.html">Score sets</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="score_sets.html#meta-analysis-score-sets">Meta-analysis score sets</a></li>
+</ul>
+</li>
+</ul>
+</div>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
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+    <h4>Previous topic</h4>
+    <p class="topless"><a href="../publishing.html"
+                          title="previous chapter">Making your data public</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="experiment_sets.html"
+                          title="next chapter">Experiment sets</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="../_sources/data_set_types/index.rst.txt"
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+          <a href="../genindex.html" title="General Index"
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+      </ul>
+    </div>
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+    &#169; Copyright 2017-2025, Alan F Rubin et al..
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+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/data_set_types/score_sets.html b/public/docs/mavedb/data_set_types/score_sets.html
new file mode 100644
index 00000000..123d6b0d
--- /dev/null
+++ b/public/docs/mavedb/data_set_types/score_sets.html
@@ -0,0 +1,142 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
+  <head>
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Score sets &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=4848ba22" />
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+    <link rel="next" title="Data table formats" href="../data_formats.html" />
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+      <h3>Navigation</h3>
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+             accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="../data_formats.html" title="Data table formats"
+             accesskey="N">next</a> |</li>
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+             accesskey="P">previous</a> |</li>
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+          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Data set types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Score sets</a></li> 
+      </ul>
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+
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+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="score-sets">
+<h1>Score sets<a class="headerlink" href="#score-sets" title="Link to this heading">¶</a></h1>
+<p>Score sets are records that describe the scores generated from the raw data described in their associated experiment.
+This includes all steps following the high-throughput sequencing step, including read filtering, read counting, and
+score calculations (<a class="reference external" href="https://www.mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/">example score set</a>).</p>
+<p>Multiple score sets should be used when distinct methods were used to calculate scores for raw data described by the
+experiment.
+The most common use case for multiple score sets is when scores are calculated at nucleotide resolution and amino
+acid resolution for deep mutational scanning data.</p>
+<p>To assign a new score set to an existing experiment, use the dropdown at the top of the score set form.</p>
+<p>When uploading results based on imputation or complex normalization,
+it’s recommended to upload a more raw form of the scores (e.g. enrichment ratios) as a normal score set,
+and then use <a class="reference internal" href="#meta-analysis-score-sets"><span class="std std-ref">meta-analysis score sets</span></a> to describe the imputed or normalized results.</p>
+<section id="meta-analysis-score-sets">
+<h2>Meta-analysis score sets<a class="headerlink" href="#meta-analysis-score-sets" title="Link to this heading">¶</a></h2>
+<p>Meta-analysis score sets have all the same attributes as a regular score set,
+but they are linked to existing score sets rather than an existing experiment
+(<a class="reference external" href="https://www.mavedb.org/#/score-sets/urn:mavedb:00000055-0-1/">example meta-analysis score set</a>).</p>
+</section>
+</section>
+
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+    <h3><a href="../index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Score sets</a><ul>
+<li><a class="reference internal" href="#meta-analysis-score-sets">Meta-analysis score sets</a></li>
+</ul>
+</li>
+</ul>
+
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+                          title="previous chapter">Experiments</a></p>
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new file mode 100644
index 00000000..3308945b
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diff --git a/public/docs/mavedb/external_integrations.html b/public/docs/mavedb/external_integrations.html
new file mode 100644
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+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>External integrations &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
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+          <a href="accession_numbers.html" title="MaveDB accession numbers"
+             accesskey="N">next</a> |</li>
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+        <li class="nav-item nav-item-this"><a href="">External integrations</a></li> 
+      </ul>
+    </div>  
+
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+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="external-integrations">
+<h1>External integrations<a class="headerlink" href="#external-integrations" title="Link to this heading">¶</a></h1>
+<p id="external-integrations-intro">MaveDB integrates with several external resources to enhance the usability and interoperability of the data it hosts.</p>
+<section id="clingen">
+<span id="end-external-integrations-intro"></span><h2>ClinGen<a class="headerlink" href="#clingen" title="Link to this heading">¶</a></h2>
+</section>
+<section id="clinvar">
+<span id="end-clingen-integration"></span><span id="clingen-integration"></span><h2>ClinVar<a class="headerlink" href="#clinvar" title="Link to this heading">¶</a></h2>
+</section>
+<section id="gnomad">
+<span id="end-clinvar-integration"></span><span id="clinvar-integration"></span><h2>gnomAD<a class="headerlink" href="#gnomad" title="Link to this heading">¶</a></h2>
+</section>
+<section id="ga4gh-vrs">
+<span id="end-gnomad-integration"></span><span id="gnomad-integration"></span><h2>GA4GH VRS<a class="headerlink" href="#ga4gh-vrs" title="Link to this heading">¶</a></h2>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">External integrations</a><ul>
+<li><a class="reference internal" href="#clingen">ClinGen</a></li>
+<li><a class="reference internal" href="#clinvar">ClinVar</a></li>
+<li><a class="reference internal" href="#gnomad">gnomAD</a></li>
+<li><a class="reference internal" href="#ga4gh-vrs">GA4GH VRS</a></li>
+</ul>
+</li>
+</ul>
+
+  </div>
+  <div>
+    <h4>Previous topic</h4>
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+                          title="previous chapter">MaveDB API</a></p>
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new file mode 100644
index 00000000..fa16ac7a
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+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
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+        <div class="bodywrapper">
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+            
+  <section id="frequently-asked-questions">
+<h1>Frequently Asked Questions<a class="headerlink" href="#frequently-asked-questions" title="Link to this heading">¶</a></h1>
+<section id="where-can-i-find-help-or-contact-support-for-mavedb">
+<span id="faqs"></span><h2>Where can I find help or contact support for MaveDB?<a class="headerlink" href="#where-can-i-find-help-or-contact-support-for-mavedb" title="Link to this heading">¶</a></h2>
+<p id="contact-support">The <a class="reference internal" href="index.html#mavedb-documentation"><span class="std std-ref">MaveDB documentation</span></a> provides detailed information on various topics related to MaveDB.
+If you have specific questions, can’t find what you’re looking for or need further assistance, you can contact the MaveDB support team by messaging us on
+Zulip at <a class="reference external" href="https://mavedb.zulipchat.com/">MaveDB Zulip</a>.</p>
+<p>If you have specific feature requests or bug reports, you can also create an issue on the <a class="reference external" href="https://github.com/VariantEffect/mavedb-api/issues">MaveDB issue tracker</a>.</p>
+</section>
+</section>
+
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+</ul>
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+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/faqs.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
+      </div>
+      <div class="clearer"></div>
+    </div>
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="right" >
+          <a href="citation.html" title="Citing MaveDB"
+             >next</a> |</li>
+        <li class="right" >
+          <a href="accession_numbers.html" title="MaveDB accession numbers"
+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Frequently Asked Questions</a></li> 
+      </ul>
+    </div>
+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, MaveDB Developers.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/genindex.html b/public/docs/mavedb/genindex.html
index 25284af3..8707b141 100644
--- a/public/docs/mavedb/genindex.html
+++ b/public/docs/mavedb/genindex.html
@@ -4,12 +4,12 @@
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Index &#8212; MaveDB 2023.2.0 documentation</title>
+    <title>Index &#8212; MaveDB 2025.5.2 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
     <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
     <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
     <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
-    <script src="_static/documentation_options.js?v=953b8078"></script>
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="#" />
@@ -28,7 +28,7 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="#" title="General Index"
              accesskey="I">index</a></li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Index</a></li> 
       </ul>
     </div>  
@@ -72,12 +72,12 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="#" title="General Index"
              >index</a></li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Index</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2017-2023, Alan F Rubin et al..
+    &#169; Copyright 2017-2025, MaveDB Developers.
       Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
     </div>
   </body>
diff --git a/public/docs/mavedb/getting_started.html b/public/docs/mavedb/getting_started.html
new file mode 100644
index 00000000..2d97def9
--- /dev/null
+++ b/public/docs/mavedb/getting_started.html
@@ -0,0 +1,152 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Getting started with MaveDB &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+    <link rel="next" title="User account management" href="accounts.html" />
+    <link rel="prev" title="MaveDB documentation" href="index.html" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<!--[if lte IE 6]>
+<link rel="stylesheet" href="_static/ie6.css" type="text/css" media="screen" charset="utf-8" />
+<![endif]-->
+
+  </head><body>
+
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="accounts.html" title="User account management"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="index.html" title="MaveDB documentation"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Getting started with MaveDB</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="getting-started-with-mavedb">
+<h1>Getting started with MaveDB<a class="headerlink" href="#getting-started-with-mavedb" title="Link to this heading">¶</a></h1>
+<p id="getting-started-intro">This documentation provides an overview of MaveDB and instructions for uploading, publishing, accessing and exploring datasets in addition
+to detailed descriptions of other MaveDB features.</p>
+<section id="what-is-mavedb">
+<span id="end-getting-started-intro"></span><h2>What is MaveDB?<a class="headerlink" href="#what-is-mavedb" title="Link to this heading">¶</a></h2>
+<section id="uploading-data">
+<span id="end-what-is-mavedb"></span><span id="id1"></span><h3>Uploading data<a class="headerlink" href="#uploading-data" title="Link to this heading">¶</a></h3>
+</section>
+<section id="publishing-data">
+<span id="end-getting-started-with-uploading-data"></span><span id="getting-started-with-uploading-data"></span><h3>Publishing data<a class="headerlink" href="#publishing-data" title="Link to this heading">¶</a></h3>
+</section>
+<section id="accessing-data">
+<span id="end-getting-started-with-publishing-data"></span><span id="getting-started-with-publishing-data"></span><h3>Accessing data<a class="headerlink" href="#accessing-data" title="Link to this heading">¶</a></h3>
+</section>
+<section id="exploring-data">
+<span id="end-getting-started-with-accessing-data"></span><span id="getting-started-with-accessing-data"></span><h3>Exploring data<a class="headerlink" href="#exploring-data" title="Link to this heading">¶</a></h3>
+</section>
+<section id="additional-resources">
+<span id="end-getting-started-with-exploring-data"></span><span id="getting-started-with-exploring-data"></span><h3>Additional resources<a class="headerlink" href="#additional-resources" title="Link to this heading">¶</a></h3>
+<div class="toctree-wrapper compound" id="getting-started-with-additional-resources">
+</div>
+</section>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Getting started with MaveDB</a><ul>
+<li><a class="reference internal" href="#what-is-mavedb">What is MaveDB?</a><ul>
+<li><a class="reference internal" href="#uploading-data">Uploading data</a></li>
+<li><a class="reference internal" href="#publishing-data">Publishing data</a></li>
+<li><a class="reference internal" href="#accessing-data">Accessing data</a></li>
+<li><a class="reference internal" href="#exploring-data">Exploring data</a></li>
+<li><a class="reference internal" href="#additional-resources">Additional resources</a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+
+  </div>
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="index.html"
+                          title="previous chapter">MaveDB documentation</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="accounts.html"
+                          title="next chapter">User account management</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/getting_started.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
+      </div>
+      <div class="clearer"></div>
+    </div>
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="right" >
+          <a href="accounts.html" title="User account management"
+             >next</a> |</li>
+        <li class="right" >
+          <a href="index.html" title="MaveDB documentation"
+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Getting started with MaveDB</a></li> 
+      </ul>
+    </div>
+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, MaveDB Developers.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/heatmap.html b/public/docs/mavedb/heatmap.html
new file mode 100644
index 00000000..2582ea58
--- /dev/null
+++ b/public/docs/mavedb/heatmap.html
@@ -0,0 +1,86 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>&lt;no title&gt; &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<!--[if lte IE 6]>
+<link rel="stylesheet" href="_static/ie6.css" type="text/css" media="screen" charset="utf-8" />
+<![endif]-->
+
+  </head><body>
+
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/heatmap.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
+      </div>
+      <div class="clearer"></div>
+    </div>
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
+      </ul>
+    </div>
+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, Alan F Rubin et al..
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/histogram.html b/public/docs/mavedb/histogram.html
new file mode 100644
index 00000000..e1089c95
--- /dev/null
+++ b/public/docs/mavedb/histogram.html
@@ -0,0 +1,86 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>&lt;no title&gt; &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<!--[if lte IE 6]>
+<link rel="stylesheet" href="_static/ie6.css" type="text/css" media="screen" charset="utf-8" />
+<![endif]-->
+
+  </head><body>
+
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/histogram.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
+      </div>
+      <div class="clearer"></div>
+    </div>
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
+      </ul>
+    </div>
+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, Alan F Rubin et al..
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/index.html b/public/docs/mavedb/index.html
index fcf37acf..6f4db8a0 100644
--- a/public/docs/mavedb/index.html
+++ b/public/docs/mavedb/index.html
@@ -5,17 +5,17 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>MaveDB documentation &#8212; MaveDB 2023.2.0 documentation</title>
+    <title>MaveDB documentation &#8212; MaveDB 2025.5.2 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
     <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
     <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
     <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
-    <script src="_static/documentation_options.js?v=953b8078"></script>
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
     <script src="_static/doctools.js?v=888ff710"></script>
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="User account management" href="accounts.html" />
+    <link rel="next" title="Getting started with MaveDB" href="getting_started.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -31,9 +31,9 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="accounts.html" title="User account management"
+          <a href="getting_started.html" title="Getting started with MaveDB"
              accesskey="N">next</a> |</li>
-        <li class="nav-item nav-item-0"><a href="#">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="#">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">MaveDB documentation</a></li> 
       </ul>
     </div>  
@@ -47,45 +47,105 @@ <h3>Navigation</h3>
 <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title="Link to this heading">¶</a></h1>
 <p>MaveDB is a biological database for Multiplex Assays of Variant Effect (MAVE) datasets, such as those generated by
 Deep Mutational Scanning (DMS) or Massively Parallel Reporter Assays (MPRA).</p>
-<p>Source code is available from the <a class="reference external" href="https://github.com/VariantEffect/mavedb-ui">MaveDB GitHub</a> under the
+<p>Source code is available from the <a class="reference external" href="https://github.com/VariantEffect/mavedb-api">MaveDB GitHub</a> under the
 <a class="reference external" href="https://www.gnu.org/licenses/agpl-3.0.en.html">AGPLv3 license</a>.
-To report issues or request new features, please use the <a class="reference external" href="https://github.com/VariantEffect/mavedb-ui/issues">MaveDB issue tracker</a>.</p>
-<div class="toctree-wrapper compound">
+To report issues or request new features, please use the <a class="reference external" href="https://github.com/VariantEffect/mavedb-api/issues">MaveDB issue tracker</a>.</p>
+<div class="toctree-wrapper compound" id="index">
 <ul>
+<li class="toctree-l1"><a class="reference internal" href="getting_started.html">Getting started with MaveDB</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="getting_started.html#what-is-mavedb">What is MaveDB?</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="accounts.html">User account management</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="accounts.html#setting-an-email-address">Setting an email address</a></li>
 <li class="toctree-l2"><a class="reference internal" href="accounts.html#api-access-tokens">API access tokens</a></li>
 </ul>
 </li>
+<li class="toctree-l1"><a class="reference internal" href="record_types/index.html">Record types</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="record_types/experiment_sets.html">Experiment sets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="record_types/experiments.html">Experiments</a></li>
+<li class="toctree-l2"><a class="reference internal" href="record_types/score_sets.html">Score sets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="record_types/metadata_guide.html">Data set metadata and properties</a></li>
+<li class="toctree-l2"><a class="reference internal" href="record_types/metadata_guide.html#metadata-checklist">Metadata checklist</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="targets.html">Targets</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="targets.html#sequence-based-targets">Sequence-based targets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="targets.html#accession-based-targets">Accession-based targets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="targets.html#multi-target-score-sets">Multi-target score sets</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="score_calibrations.html">Score calibrations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="data_formats.html">Data table formats</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="data_formats.html#variant-columns">Variant columns</a></li>
+<li class="toctree-l2"><a class="reference internal" href="data_formats.html#score-table-columns">Score table columns</a></li>
+<li class="toctree-l2"><a class="reference internal" href="data_formats.html#count-table-columns">Count table columns</a></li>
+<li class="toctree-l2"><a class="reference internal" href="data_formats.html#metadata-files">Metadata files</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="controlled_vocabulary.html">MAVE controlled vocabulary</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="controlled_vocabulary.html#available-controlled-vocabulary-terms">Available controlled vocabulary terms</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="variant_mapping.html">Variant Mapping</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="variant_mapping.html#mapping-process">Mapping process</a></li>
+<li class="toctree-l2"><a class="reference internal" href="variant_mapping.html#mapping-integrations">Mapping integrations</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="upload_guide.html">Depositing your data into MaveDB</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="upload_guide.html#metadata-formatting">Metadata formatting</a></li>
-<li class="toctree-l2"><a class="reference internal" href="upload_guide.html#data-formatting">Data formatting</a></li>
-<li class="toctree-l2"><a class="reference internal" href="upload_guide.html#required-information-checklist">Required information checklist</a></li>
+<li class="toctree-l2"><a class="reference internal" href="upload_guide.html#data-upload-wizard">Data upload wizard</a></li>
+<li class="toctree-l2"><a class="reference internal" href="upload_guide.html#uploading-an-experiment">Uploading an experiment</a></li>
+<li class="toctree-l2"><a class="reference internal" href="upload_guide.html#uploading-a-score-set">Uploading a score set</a></li>
+<li class="toctree-l2"><a class="reference internal" href="upload_guide.html#publishing-your-data">Publishing your data</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="publishing.html">Making your data public</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="publishing.html#data-licensing">Data licensing</a></li>
 <li class="toctree-l2"><a class="reference internal" href="publishing.html#deprecating-score-sets">Deprecating score sets</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="record_types.html">Record types</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="record_types.html#experiment-sets">Experiment sets</a></li>
-<li class="toctree-l2"><a class="reference internal" href="record_types.html#experiments">Experiments</a></li>
-<li class="toctree-l2"><a class="reference internal" href="record_types.html#score-sets">Score sets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="data_set_search.html">Data Set Search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="bulk_downloads.html">Bulk downloads</a></li>
+<li class="toctree-l1"><a class="reference internal" href="collections.html">Data set collections</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="collections.html#creating-collections">Creating Collections</a></li>
+<li class="toctree-l2"><a class="reference internal" href="collections.html#collection-privacy">Collection Privacy</a></li>
+<li class="toctree-l2"><a class="reference internal" href="collections.html#managing-collections">Managing collections</a></li>
+<li class="toctree-l2"><a class="reference internal" href="collections.html#official-collections">Official Collections</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="data_formats.html">Data table formats</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="data_formats.html#variant-columns">Variant columns</a></li>
-<li class="toctree-l2"><a class="reference internal" href="data_formats.html#score-table-columns">Score table columns</a></li>
-<li class="toctree-l2"><a class="reference internal" href="data_formats.html#count-table-columns">Count table columns</a></li>
+<li class="toctree-l1"><a class="reference internal" href="mavemd/index.html">MaveMD</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="mavemd/variant_search.html">Variant Search</a></li>
+<li class="toctree-l2"><a class="reference internal" href="mavemd/curation.html">Data Set Curation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="mavemd/clinical_view.html">Variant Clinical View</a></li>
+<li class="toctree-l2"><a class="reference internal" href="mavemd/evaluating_functional_assays.html">Evaluating functional assays</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="assay_facts.html">Assay facts</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="assay_facts.html#assay-fact-sheet-properties">Assay fact sheet properties</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="visualizations.html">Visualizations</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="visualizations.html#example">Example</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="api/index.html">MaveDB API</a></li>
+<li class="toctree-l1"><a class="reference internal" href="external_integrations.html">External integrations</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="external_integrations.html#clingen">ClinGen</a></li>
+<li class="toctree-l2"><a class="reference internal" href="external_integrations.html#clinvar">ClinVar</a></li>
+<li class="toctree-l2"><a class="reference internal" href="external_integrations.html#gnomad">gnomAD</a></li>
+<li class="toctree-l2"><a class="reference internal" href="external_integrations.html#ga4gh-vrs">GA4GH VRS</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="target_sequences.html">Target sequence information</a></li>
 <li class="toctree-l1"><a class="reference internal" href="accession_numbers.html">MaveDB accession numbers</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="accession_numbers.html#meta-analysis-accession-numbers">Meta-analysis accession numbers</a></li>
 <li class="toctree-l2"><a class="reference internal" href="accession_numbers.html#temporary-accession-numbers">Temporary accession numbers</a></li>
+<li class="toctree-l2"><a class="reference internal" href="accession_numbers.html#urns-for-other-resources">URNs for other resources</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="faqs.html">Frequently Asked Questions</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="faqs.html#where-can-i-find-help-or-contact-support-for-mavedb">Where can I find help or contact support for MaveDB?</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="data_licensing.html">Data licensing</a></li>
 <li class="toctree-l1"><a class="reference internal" href="citation.html">Citing MaveDB</a></li>
 </ul>
 </div>
@@ -100,8 +160,8 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
         <div class="sphinxsidebarwrapper">
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="accounts.html"
-                          title="next chapter">User account management</a></p>
+    <p class="topless"><a href="getting_started.html"
+                          title="next chapter">Getting started with MaveDB</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -131,14 +191,14 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="accounts.html" title="User account management"
+          <a href="getting_started.html" title="Getting started with MaveDB"
              >next</a> |</li>
-        <li class="nav-item nav-item-0"><a href="#">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="#">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">MaveDB documentation</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2017-2023, Alan F Rubin et al..
+    &#169; Copyright 2017-2025, MaveDB Developers.
       Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
     </div>
   </body>
diff --git a/public/docs/mavedb/mapped_variants.html b/public/docs/mavedb/mapped_variants.html
new file mode 100644
index 00000000..270ea562
--- /dev/null
+++ b/public/docs/mavedb/mapped_variants.html
@@ -0,0 +1,86 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>&lt;no title&gt; &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
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+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<!--[if lte IE 6]>
+<link rel="stylesheet" href="_static/ie6.css" type="text/css" media="screen" charset="utf-8" />
+<![endif]-->
+
+  </head><body>
+
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+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/mapped_variants.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
+      </div>
+      <div class="clearer"></div>
+    </div>
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
+      </ul>
+    </div>
+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, Alan F Rubin et al..
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/mavemd.html b/public/docs/mavedb/mavemd.html
new file mode 100644
index 00000000..d717251c
--- /dev/null
+++ b/public/docs/mavedb/mavemd.html
@@ -0,0 +1,86 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>&lt;no title&gt; &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
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+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
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+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
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+<!--[if lte IE 6]>
+<link rel="stylesheet" href="_static/ie6.css" type="text/css" media="screen" charset="utf-8" />
+<![endif]-->
+
+  </head><body>
+
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+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/mavemd.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
+      </div>
+      <div class="clearer"></div>
+    </div>
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
+      </ul>
+    </div>
+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, Alan F Rubin et al..
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/mavemd/clinical_view.html b/public/docs/mavedb/mavemd/clinical_view.html
new file mode 100644
index 00000000..9068ac02
--- /dev/null
+++ b/public/docs/mavedb/mavemd/clinical_view.html
@@ -0,0 +1,116 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Variant Clinical View &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="../_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="../_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="../_static/styles.css?v=1cacb62a" />
+    <script src="../_static/documentation_options.js?v=ea53f692"></script>
+    <script src="../_static/doctools.js?v=888ff710"></script>
+    <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Evaluating functional assays" href="evaluating_functional_assays.html" />
+    <link rel="prev" title="Data Set Curation" href="curation.html" />
+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
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+<h1>Variant Clinical View<a class="headerlink" href="#variant-clinical-view" title="Link to this heading">¶</a></h1>
+<p id="clinical-view-intro">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed euismod, urna eu tincidunt consectetur, nisi nisl aliquam eros, a facilisis enim leo nec urna. Mauris non tempor quam, et lacinia sapien. Mauris accumsan eros eget libero posuere vulputate.</p>
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diff --git a/public/docs/mavedb/mavemd/curation.html b/public/docs/mavedb/mavemd/curation.html
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+        <li class="right" >
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+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">MaveMD</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Data Set Curation</a></li> 
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+
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+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="data-set-curation">
+<h1>Data Set Curation<a class="headerlink" href="#data-set-curation" title="Link to this heading">¶</a></h1>
+<p id="data-set-curation-intro">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed euismod, urna eu tincidunt consectetur, nisi nisl aliquam eros, a facilisis enim leo ac sapien. Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. Integer nec odio. Praesent libero. Sed cursus ante dapibus diam.</p>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
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+      </div>
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+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="variant_search.html"
+                          title="previous chapter">Variant Search</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="clinical_view.html"
+                          title="next chapter">Variant Clinical View</a></p>
+  </div>
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+    <h3>This Page</h3>
+    <ul class="this-page-menu">
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+      <h3>Navigation</h3>
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+          <a href="clinical_view.html" title="Variant Clinical View"
+             >next</a> |</li>
+        <li class="right" >
+          <a href="variant_search.html" title="Variant Search"
+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" >MaveMD</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Data Set Curation</a></li> 
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diff --git a/public/docs/mavedb/mavemd/evaluating_functional_assays.html b/public/docs/mavedb/mavemd/evaluating_functional_assays.html
new file mode 100644
index 00000000..1aa16d14
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+++ b/public/docs/mavedb/mavemd/evaluating_functional_assays.html
@@ -0,0 +1,122 @@
+<!DOCTYPE html>
+
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
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+    <link rel="index" title="Index" href="../genindex.html" />
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+    <link rel="next" title="Assay facts" href="../assay_facts.html" />
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+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="clinical_view.html" title="Variant Clinical View"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">MaveMD</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Evaluating functional assays</a></li> 
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+
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+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="evaluating-functional-assays">
+<h1>Evaluating functional assays<a class="headerlink" href="#evaluating-functional-assays" title="Link to this heading">¶</a></h1>
+<p id="evaluating-functional-assays-intro">When evaluating functional assays for their suitability in variant effect mapping studies,
+consideration should be given to several key factors that can influence the quality and interpretability of the
+results. These factors include the dimensionality of the assay, the method used, the biological mechanism
+assessed, and the model system employed.</p>
+<p>MaveDB uses a <a class="reference internal" href="../controlled_vocabulary.html#mave-controlled-vocabulary"><span class="std std-ref">controlled vocabulary</span></a> to capture these key aspects of functional assays
+and generate concise summaries of <a class="reference internal" href="../assay_facts.html#assay-facts"><span class="std std-ref">assay facts</span></a> for each score set. These summaries can
+help users quickly assess the relevance and reliability of the data for their specific research questions.</p>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="clinical_view.html"
+                          title="previous chapter">Variant Clinical View</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="../assay_facts.html"
+                          title="next chapter">Assay facts</a></p>
+  </div>
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+    <h3>This Page</h3>
+    <ul class="this-page-menu">
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+          <a href="../assay_facts.html" title="Assay facts"
+             >next</a> |</li>
+        <li class="right" >
+          <a href="clinical_view.html" title="Variant Clinical View"
+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" >MaveMD</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Evaluating functional assays</a></li> 
+      </ul>
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diff --git a/public/docs/mavedb/mavemd/index.html b/public/docs/mavedb/mavemd/index.html
new file mode 100644
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+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
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+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>MaveMD &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="../_static/pyramid.css?v=a5b9c134" />
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+        <li class="right" style="margin-right: 10px">
+          <a href="../genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="variant_search.html" title="Variant Search"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="../collections.html" title="Data set collections"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">MaveMD</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="mavemd">
+<h1>MaveMD<a class="headerlink" href="#mavemd" title="Link to this heading">¶</a></h1>
+<p>MaveMD refers to a suite of tools and features associated with MaveDB that facillitate the clinical interpretation
+of variants based on variant effect measurements from MAVE assays.</p>
+<div class="toctree-wrapper compound" id="mavemd-index">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="variant_search.html">Variant Search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="curation.html">Data Set Curation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="clinical_view.html">Variant Clinical View</a></li>
+<li class="toctree-l1"><a class="reference internal" href="evaluating_functional_assays.html">Evaluating functional assays</a></li>
+</ul>
+</div>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="../collections.html"
+                          title="previous chapter">Data set collections</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="variant_search.html"
+                          title="next chapter">Variant Search</a></p>
+  </div>
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+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="../_sources/mavemd/index.rst.txt"
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+    <form class="search" action="../search.html" method="get">
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+<script>document.getElementById('searchbox').style.display = "block"</script>
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+      <h3>Navigation</h3>
+      <ul>
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+          <a href="../genindex.html" title="General Index"
+             >index</a></li>
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+          <a href="variant_search.html" title="Variant Search"
+             >next</a> |</li>
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diff --git a/public/docs/mavedb/mavemd/variant_search.html b/public/docs/mavedb/mavemd/variant_search.html
new file mode 100644
index 00000000..4e547d79
--- /dev/null
+++ b/public/docs/mavedb/mavemd/variant_search.html
@@ -0,0 +1,116 @@
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+  <section id="variant-search">
+<h1>Variant Search<a class="headerlink" href="#variant-search" title="Link to this heading">¶</a></h1>
+<p id="variant-search-intro">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed euismod, urna eu tincidunt consectetur, nisi nisl aliquam eros, a facilisis enim leo nec urna. Mauris non tempor quam, et lacinia sapien. Mauris accumsan eros eget libero posuere vulputate.</p>
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     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Making your data public &#8212; MaveDB 2023.2.0 documentation</title>
+    <title>Making your data public &#8212; MaveDB 2025.5.2 documentation</title>
     <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
     <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
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     <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
-    <script src="_static/documentation_options.js?v=953b8078"></script>
+    <script src="_static/documentation_options.js?v=ea53f692"></script>
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     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Record types" href="record_types.html" />
+    <link rel="next" title="Data Set Search" href="data_set_search.html" />
     <link rel="prev" title="Depositing your data into MaveDB" href="upload_guide.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
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@@ -32,12 +32,12 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="record_types.html" title="Record types"
+          <a href="data_set_search.html" title="Data Set Search"
              accesskey="N">next</a> |</li>
         <li class="right" >
           <a href="upload_guide.html" title="Depositing your data into MaveDB"
              accesskey="P">previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Making your data public</a></li> 
       </ul>
     </div>  
@@ -49,18 +49,49 @@ <h3>Navigation</h3>
             
   <section id="making-your-data-public">
 <h1>Making your data public<a class="headerlink" href="#making-your-data-public" title="Link to this heading">¶</a></h1>
-<p>When first created, records are given a <a class="reference internal" href="accession_numbers.html#temporary-accession-numbers"><span class="std std-ref">temporary accession number</span></a>
+<p id="publishing-data">When first created, records are given a <a class="reference internal" href="accession_numbers.html#temporary-accession-numbers"><span class="std std-ref">temporary accession number</span></a>
 beginning with <code class="docutils literal notranslate"><span class="pre">tmp:</span></code> instead of <code class="docutils literal notranslate"><span class="pre">urn:mavedb:</span></code>.</p>
-<p>Temporary records are only visible to the uploader.
-If you want to access these datasets via API, you can create an API key on your user profile page.</p>
-<p>When the record is ready to be made public, you can click on the padlock icon to “publish” the record.
-Note that when the data is published, several fields (including the target sequence, scores, and counts)
-will become un-editable.
-Most free-text metadata can still be revised after the dataset becomes public,
+<p>Temporary records are only visible to the uploader and to any <a class="reference internal" href="record_types/metadata_guide.html#contributors"><span class="std std-ref">contributors</span></a> that
+have been added to the record.
+If you want to access these datasets via API, you can create an API key on your user profile page to enable authentication.</p>
+<p>When the record is ready to be made public, you can click on the padlock icon to “publish” the record.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>Once a record is published, it cannot be unpublished. If you need to fix errors in a dataset after publication,
+see: <a class="reference internal" href="#deprecating-score-sets"><span class="std std-ref">Deprecating score sets</span></a>.</p>
+</div>
+<p>Once the data is published, several fields (including the <a class="reference internal" href="targets.html#targets"><span class="std std-ref">target</span></a>, scores, and counts)
+will become un-editable. However, most free-text metadata can still be revised after the dataset becomes public,
 and changes to these fields are tracked.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Score sets are the only record type that can be published. When the first score set associated with an experiment
+is published, the associated experiment and experiment set will also become public.</p>
+</div>
+<section id="data-licensing">
+<span id="end-publishing-data"></span><h2>Data licensing<a class="headerlink" href="#data-licensing" title="Link to this heading">¶</a></h2>
+<p>When uploading score set information to the database, the user can choose one of three licenses:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://creativecommons.org/publicdomain/zero/1.0/">CC0 (Public domain)</a></p></li>
+<li><p><a class="reference external" href="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0 (Attribution) license</a></p></li>
+<li><p><a class="reference external" href="https://creativecommons.org/licenses/by-sa/4.0/">CC BY-SA 4.0 (Attribution-ShareAlike)</a></p></li>
+</ul>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Only datasets licensed under CC0 will be included as part of the <a class="reference internal" href="bulk_downloads.html#bulk-downloads"><span class="std std-ref">bulk download archive</span></a>.</p>
+</div>
+<p>By default, new score sets will have the CC0 license.
+The license can be changed after publication, but previously downloaded copies of the dataset will retain the license
+they were downloaded under.
+The license is listed in the header of downloaded CSV files and also in the API.</p>
+<p>Users also have the option of adding a free-text data usage policy to a score set, such as terms that dictate use of
+pre-publication data.
+For example, data producers may wish to assert their right to publish the results of certain analyses first.
+The data usage policy will be added to the header of any downloaded data files if one is present.</p>
+</section>
 <section id="deprecating-score-sets">
 <h2>Deprecating score sets<a class="headerlink" href="#deprecating-score-sets" title="Link to this heading">¶</a></h2>
-<p>If you need to fix an error after a dataset becomes public and is no longer editable,
+<p id="deprecating-data">If you need to fix an error after a dataset becomes public and is no longer editable,
 MaveDB supports the deprecation of score sets.
 When creating a new score set, the user can specify an existing score set to replace.</p>
 </section>
@@ -77,6 +108,7 @@ <h2>Deprecating score sets<a class="headerlink" href="#deprecating-score-sets" t
     <h3><a href="index.html">Table of Contents</a></h3>
     <ul>
 <li><a class="reference internal" href="#">Making your data public</a><ul>
+<li><a class="reference internal" href="#data-licensing">Data licensing</a></li>
 <li><a class="reference internal" href="#deprecating-score-sets">Deprecating score sets</a></li>
 </ul>
 </li>
@@ -90,8 +122,8 @@ <h4>Previous topic</h4>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="record_types.html"
-                          title="next chapter">Record types</a></p>
+    <p class="topless"><a href="data_set_search.html"
+                          title="next chapter">Data Set Search</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -121,17 +153,17 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="record_types.html" title="Record types"
+          <a href="data_set_search.html" title="Data Set Search"
              >next</a> |</li>
         <li class="right" >
           <a href="upload_guide.html" title="Depositing your data into MaveDB"
              >previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Making your data public</a></li> 
       </ul>
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     <div class="footer" role="contentinfo">
-    &#169; Copyright 2017-2023, Alan F Rubin et al..
+    &#169; Copyright 2017-2025, MaveDB Developers.
       Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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diff --git a/public/docs/mavedb/record_types/experiment_sets.html b/public/docs/mavedb/record_types/experiment_sets.html
new file mode 100644
index 00000000..c38def1a
--- /dev/null
+++ b/public/docs/mavedb/record_types/experiment_sets.html
@@ -0,0 +1,122 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Experiment sets &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="../_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="../_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="../_static/styles.css?v=1cacb62a" />
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+    <link rel="next" title="Experiments" href="experiments.html" />
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+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="index.html" title="Record types"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Record types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Experiment sets</a></li> 
+      </ul>
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+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="experiment-sets">
+<h1>Experiment sets<a class="headerlink" href="#experiment-sets" title="Link to this heading">¶</a></h1>
+<p id="experiment-sets-intro">Experiment sets do not have their own data or metadata and are used to group related experiments,
+such as when different functional assays are performed on the same target and described in the same publication
+(<a class="reference external" href="https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/">example experiment set</a>).</p>
+<p>In general, an experiment set should contain data for a single target.
+It is not necessary to include all data from a single publication or research project under one experiment set.</p>
+<p>Experiment sets are automatically created when the first associated experiment is saved. To subsequently add
+an experiment to the experiment set, use the ‘Add an experiment’ button on the experiment set page.</p>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="index.html"
+                          title="previous chapter">Record types</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="experiments.html"
+                          title="next chapter">Experiments</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="../_sources/record_types/experiment_sets.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
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+    <form class="search" action="../search.html" method="get">
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+<script>document.getElementById('searchbox').style.display = "block"</script>
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+        <li class="right" style="margin-right: 10px">
+          <a href="../genindex.html" title="General Index"
+             >index</a></li>
+        <li class="right" >
+          <a href="experiments.html" title="Experiments"
+             >next</a> |</li>
+        <li class="right" >
+          <a href="index.html" title="Record types"
+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" >Record types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Experiment sets</a></li> 
+      </ul>
+    </div>
+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, MaveDB Developers.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/record_types/experiments.html b/public/docs/mavedb/record_types/experiments.html
new file mode 100644
index 00000000..63bcaaa0
--- /dev/null
+++ b/public/docs/mavedb/record_types/experiments.html
@@ -0,0 +1,210 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="../">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Experiments &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="../_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="../_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="../_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="../_static/styles.css?v=1cacb62a" />
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+    <script src="../_static/doctools.js?v=888ff710"></script>
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+    <link rel="index" title="Index" href="../genindex.html" />
+    <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Score sets" href="score_sets.html" />
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+<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
+<!--[if lte IE 6]>
+<link rel="stylesheet" href="../_static/ie6.css" type="text/css" media="screen" charset="utf-8" />
+<![endif]-->
+
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+
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+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="../genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="score_sets.html" title="Score sets"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="experiment_sets.html" title="Experiment sets"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Record types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Experiments</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="experiments">
+<h1>Experiments<a class="headerlink" href="#experiments" title="Link to this heading">¶</a></h1>
+<p id="experiment-intro">Experiments describe the data generated from performing a MAVE on a target.
+This includes all steps of the experimental procedure up to and including high-throughput sequencing.
+Library construction, assay design, and sequencing strategy are all described in the experiment record
+(<a class="reference external" href="https://www.mavedb.org/#/experiments/urn:mavedb:00000003-a/">example experiment</a>).</p>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<p>Data analysis steps including read filtering, read counting, and score calculation are described in a
+<a class="reference internal" href="score_sets.html#score-sets"><span class="std std-ref">score set</span></a>.</p>
+</div>
+<p>Publications that perform more than one functional assay should be represented as multiple experiments organized under
+a single <a class="reference internal" href="experiment_sets.html#experiment-sets"><span class="std std-ref">experiment set</span></a>, and each functional assay should be described in its own experiment record.
+This still applies to experimental designs where the differences between assays were relatively minor,
+such as varying the temperature or the concentration of a small molecule.</p>
+<p>Replicate assays should not be reported as separate experiments,
+instead the number and nature of the replicates should be clearly stated in the experiment’s methods section.</p>
+<p id="end-experiment-intro">To assign a new experiment to an existing experiment set, use the ‘Add an experiment’ button on the experiment set page.</p>
+<section id="experiment-contributors">
+<h2>Experiment contributors<a class="headerlink" href="#experiment-contributors" title="Link to this heading">¶</a></h2>
+<p>When a record in MaveDB is created and assigned a temporary accession number,
+it is only accessible to the “owner” user.</p>
+<p>The owner can add additional users to the record by editing the record and
+specifying that user’s <a class="reference external" href="https://orcid.org/">ORCID iD</a> in the Contributors field.
+The prospective contributor must have logged into MaveDB at least once.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Contributors added to a dataset will not automatically be added as contributors to associated records.
+You will need to add them separately in each record form.</p>
+<p>For instance, contributors added to an experiment will not automatically be added as contributors to associated score sets, nor will
+contributors added to a score set be added to the associated experiment. You will need to add them separately in each record form.</p>
+</div>
+<p>Contributors have the same permissions on the dataset as the owner, with the exception that
+users added to a record as contributors will not be able to delete the record. This permission is reserved
+for the record owner and MaveDB administrators only.</p>
+</section>
+<section id="experiment-metadata">
+<h2>Experiment metadata<a class="headerlink" href="#experiment-metadata" title="Link to this heading">¶</a></h2>
+<dl id="id1">
+<dt><strong>Title</strong></dt><dd><p>The title of the experiment, to be displayed at the top of the experiment record page.</p>
+</dd>
+<dt><strong>Short description</strong></dt><dd><p>A brief summary of the experiment. This should be one or two sentences that summarize the experiment and are displayed
+in search results to give users an overview of the experiment.</p>
+</dd>
+<dt><strong>Abstract</strong></dt><dd><p>A longer description of the experiment, including the motivation for performing it and a summary of the approach taken.
+The focus should be on describing the MAVE experiment rather than the full study.
+This field supports <a class="reference external" href="https://daringfireball.net/projects/markdown/">Markdown</a> formatting.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>It is common for experiments and score sets from the same study to share the same abstract text.</p>
+</div>
+</dd>
+<dt><strong>Methods</strong></dt><dd><p>A detailed description of the experimental methods used to generate the data, starting from raw sequence data.
+This field should include information on:
+* Variant library construction methods
+* Description of the functional assay, including model system and selection type
+* Sequencing strategy and sequencing technology
+* Structure of biological or technical replicates (if applicable)</p>
+</dd>
+<dt><strong>DOIs</strong></dt><dd><p>A list of <a class="reference external" href="https://www.doi.org/">Digital Object Identifiers (DOIs)</a> for any digital resources associated with the experiment.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>DOIs for publications should not be provided here; instead, they should be included in the publication identifiers section.</p>
+</div>
+</dd>
+<dt><strong>Contributors</strong></dt><dd><p>A list of the people who contributed to the experiment.
+Each contributor should be identified by their ORCID iD.</p>
+</dd>
+<dt><strong>Publication identifiers</strong></dt><dd><p>A list of identifiers for publications associated with the experiment. These may be DOIs, PubMed IDs, bioRxiv IDs, or
+medRxiv IDs. If you are providing multiple identifiers, you may select one identifier as the primary identifier for the experiment.
+This publication should be the main publication describing the experiment.</p>
+</dd>
+<dt><strong>Raw read identifiers</strong></dt><dd><p>A list of accession numbers for the raw sequencing data generated from the experiment.
+These should link to entries in public repositories such as the <a class="reference external" href="https://www.ncbi.nlm.nih.gov/sra">Sequence Read Archive (SRA)</a>
+or <a class="reference external" href="https://www.ebi.ac.uk/biostudies/arrayexpress">Array Express</a>.
+If multiple sequencing runs were performed as part of the experiment, all relevant accession numbers should be provided.</p>
+</dd>
+<dt><strong>Extra metadata</strong></dt><dd><p>A JSON object containing any additional metadata relevant to the experiment that does not fit into the standard fields.
+This may include information such as experimental conditions, protocols, or other details specific to the experiment.</p>
+</dd>
+<dt><strong>Controlled Keywords</strong></dt><dd><p>A list of keywords relevant to the experiment.
+These keywords will be used to improve searchability of the experiment within MaveDB. For additional guidance on selecting controlled keywords,
+see the <a class="reference internal" href="../controlled_vocabulary.html#mave-controlled-vocabulary"><span class="std std-ref">Controlled Keywords</span></a> section.</p>
+</dd>
+</dl>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="../index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Experiments</a><ul>
+<li><a class="reference internal" href="#experiment-contributors">Experiment contributors</a></li>
+<li><a class="reference internal" href="#experiment-metadata">Experiment metadata</a></li>
+</ul>
+</li>
+</ul>
+
+  </div>
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="experiment_sets.html"
+                          title="previous chapter">Experiment sets</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="score_sets.html"
+                          title="next chapter">Score sets</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="../_sources/record_types/experiments.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="../search.html" method="get">
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+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="../genindex.html" title="General Index"
+             >index</a></li>
+        <li class="right" >
+          <a href="score_sets.html" title="Score sets"
+             >next</a> |</li>
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+          <li class="nav-item nav-item-1"><a href="index.html" >Record types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Experiments</a></li> 
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+<!DOCTYPE html>
+
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+    <title>Record types &#8212; MaveDB 2025.5.2 documentation</title>
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+          <a href="../genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="experiment_sets.html" title="Experiment sets"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="../accounts.html" title="User account management"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Record types</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="record-types">
+<h1>Record types<a class="headerlink" href="#record-types" title="Link to this heading">¶</a></h1>
+<p id="id1">MaveDB has three kinds of records: <a class="reference internal" href="experiment_sets.html#experiment-sets"><span class="std std-ref">experiment sets</span></a>, <a class="reference internal" href="experiments.html#experiments"><span class="std std-ref">experiments</span></a>, and <a class="reference internal" href="score_sets.html#score-sets"><span class="std std-ref">score sets</span></a>.
+These records are organized hierarchically.
+Each experiment set can contain multiple experiments and each experiment can contain multiple score sets.
+MaveDB also supports meta-analysis score sets, which are based on one or more existing score sets.
+Each of these record types are described in more detail below.</p>
+<figure class="align-left" id="experiment-set-cartoon">
+<span id="end-record-types"></span><img alt="cartoon schematic of an experiment set with multiple experiments and score sets in MaveDB" src="../_images/brca1_mavedb_cartoon.svg" /><figcaption>
+<p><span class="caption-number">Fig. 1 </span><span class="caption-text">Schematic of an experiment set.</span><a class="headerlink" href="#experiment-set-cartoon" title="Link to this image">¶</a></p>
+<div class="legend">
+<p>This cartoon shows the experiment set for
+<a class="reference external" href="https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/">urn:mavedb:00000003</a>,
+which describes two distinct assays performed on a single <em>BRCA1</em> variant library,
+each with two associated score sets.
+This nested structure is typical of a MaveDB record describing a complex study with multiple elements.
+Note that each assay (symbolized by the yeast and bacteriophage and their associated sequencing instruments)
+is described in its own experiment record,
+and that each experiment has its own score set records that describe the analysis and results
+(symbolized by the computer and data table).</p>
+</div>
+</figcaption>
+</figure>
+<div class="toctree-wrapper compound" id="record-types-index">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="experiment_sets.html">Experiment sets</a></li>
+<li class="toctree-l1"><a class="reference internal" href="experiments.html">Experiments</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="experiments.html#experiment-contributors">Experiment contributors</a></li>
+<li class="toctree-l2"><a class="reference internal" href="experiments.html#experiment-metadata">Experiment metadata</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="score_sets.html">Score sets</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="score_sets.html#meta-analysis-score-sets">Meta-analysis score sets</a></li>
+<li class="toctree-l2"><a class="reference internal" href="score_sets.html#score-set-contributors">Score set contributors</a></li>
+<li class="toctree-l2"><a class="reference internal" href="score_sets.html#deprecating-data">Deprecating data</a></li>
+<li class="toctree-l2"><a class="reference internal" href="score_sets.html#score-set-metadata">Score set metadata</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="metadata_guide.html">Data set metadata and properties</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="metadata_guide.html#free-text-metadata">Free text metadata</a></li>
+<li class="toctree-l2"><a class="reference internal" href="metadata_guide.html#digital-object-identifiers-dois">Digital Object Identifiers (DOIs)</a></li>
+<li class="toctree-l2"><a class="reference internal" href="metadata_guide.html#publication-details">Publication details</a></li>
+<li class="toctree-l2"><a class="reference internal" href="metadata_guide.html#contributors">Contributors</a></li>
+<li class="toctree-l2"><a class="reference internal" href="metadata_guide.html#optional-structured-metadata">Optional structured metadata</a></li>
+<li class="toctree-l2"><a class="reference internal" href="metadata_guide.html#experiment-specific-metadata">Experiment specific metadata</a></li>
+<li class="toctree-l2"><a class="reference internal" href="metadata_guide.html#score-set-specific-metadata">Score set specific metadata</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="metadata_guide.html#metadata-checklist">Metadata checklist</a></li>
+</ul>
+</div>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
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+    <h4>Previous topic</h4>
+    <p class="topless"><a href="../accounts.html"
+                          title="previous chapter">User account management</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="experiment_sets.html"
+                          title="next chapter">Experiment sets</a></p>
+  </div>
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+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="../_sources/record_types/index.rst.txt"
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+  <h3 id="searchlabel">Quick search</h3>
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Data set metadata and properties &#8212; MaveDB 2025.5.2 documentation</title>
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+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="../genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Data set metadata and properties</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="data-set-metadata-and-properties">
+<h1>Data set metadata and properties<a class="headerlink" href="#data-set-metadata-and-properties" title="Link to this heading">¶</a></h1>
+<p id="data-set-metadata-intro">MaveDB experiment and score set records include required and optional metadata fields
+to describe the data being deposited.
+These metadata fields are described in detail below, along with formatting guidelines and a checklist of required information.</p>
+<section id="free-text-metadata">
+<span id="shared-metadata"></span><span id="end-data-set-metadata-intro"></span><h2>Free text metadata<a class="headerlink" href="#free-text-metadata" title="Link to this heading">¶</a></h2>
+<p id="id1">Experiments and score sets both have descriptive free text fields.
+These are the title, short description, abstract, and methods.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>These four fields are required when uploading an experiment or score set.</p>
+</div>
+<p>While the title and short description are plain text, the abstract and methods support
+<a class="reference external" href="https://daringfireball.net/projects/markdown/">Markdown</a> formatting with embedded equations using
+<a class="reference external" href="https://www.w3.org/Math/">MathML</a>, converted using <a class="reference external" href="https://pandoc.org/">Pandoc</a>.</p>
+<dl>
+<dt>Title</dt><dd><p>The title of the experiment or score set, to be displayed at the top of the record page.</p>
+</dd>
+<dt>Short description</dt><dd><p>The short description is displayed in the search results table. It should summarize the entry at a high level in one
+or two sentences.</p>
+</dd>
+<dt>Abstract</dt><dd><p>The abstract should describe the motivation and approach for the dataset.
+Some MaveDB abstracts include a summary of the results of the related publications but many do not.
+The entry describes the MAVE data rather than a full study so the submitter should use their judgement when deciding
+what details are most relevant.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>It is common that experiments and score sets share the same abstract text if they are from the same study.</p>
+</div>
+</dd>
+<dt>Methods</dt><dd><p>The methods section should describe the approach in a condensed form,
+suitable for a specialist audience of MAVE researchers. The methods section for experiments and score sets
+have different recommended content, as described below.</p>
+<p>For an experiment, the methods section should include:</p>
+<ul class="simple">
+<li><p>Variant library construction methods</p></li>
+<li><p>Description of the functional assay, including model system and selection type</p></li>
+<li><p>Sequencing strategy and sequencing technology</p></li>
+<li><p>Structure of biological or technical replicates (if applicable)</p></li>
+</ul>
+<p>For a score set, the methods section should include:</p>
+<ul class="simple">
+<li><p>Sequence read filtering approach</p></li>
+<li><p>Description of the statistical model for converting counts to scores, including normalization</p></li>
+<li><p>Description of additional data columns included in the score or count tables, including column naming conventions</p></li>
+<li><p>Details of how replicates were combined (if applicable)</p></li>
+</ul>
+<p>For a meta-analysis score set, the methods section should include:</p>
+<ul class="simple">
+<li><p>Description of the statistical model for converting the linked scores or counts into the scores presented</p></li>
+<li><p>Description of additional data columns included in the score or count tables, including column naming conventions</p></li>
+</ul>
+</dd>
+</dl>
+</section>
+<section id="digital-object-identifiers-dois">
+<span id="end-free-text-metadata"></span><h2>Digital Object Identifiers (DOIs)<a class="headerlink" href="#digital-object-identifiers-dois" title="Link to this heading">¶</a></h2>
+<p id="digital-object-identifiers">You may include a list of <a class="reference external" href="https://www.doi.org/">DOIs</a> for any digital resources associated with the experiment or score set.
+You might use this field to link to datasets stored in other repositories, code repositories containing analysis pipelines, etc.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>DOIs for publications should not be provided here; instead, they should be included in the publication identifiers section.</p>
+</div>
+</section>
+<section id="publication-details">
+<span id="end-digital-object-identifiers"></span><h2>Publication details<a class="headerlink" href="#publication-details" title="Link to this heading">¶</a></h2>
+<p id="id2">Publications can be included by entering their <a class="reference external" href="https://pubmed.ncbi.nlm.nih.gov/">PubMed ID</a>, <a class="reference external" href="https://www.biorxiv.org/">bioRxiv ID</a>,
+<a class="reference external" href="https://www.medrxiv.org/">medRxiv ID</a>, or <a class="reference external" href="https://www.doi.org/">DOI</a> and they will appear as formatted references.</p>
+<p>You will also have the option to indicate a primary publication for the experiment or score set. This publication will be more prominently displayed
+and should describe the research contribution to which this experiment or score set is most closely related.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Publications included in an experiment will be automatically linked to score sets associated with that experiment.</p>
+</div>
+</section>
+<section id="contributors">
+<span id="end-publication-details"></span><h2>Contributors<a class="headerlink" href="#contributors" title="Link to this heading">¶</a></h2>
+<p id="data-set-contributors">When a record in MaveDB is created and assigned a temporary accession number,
+it is only accessible to the “owner” user.</p>
+<p>The owner can add additional users to the record by editing the record and
+specifying that user’s <a class="reference external" href="https://orcid.org/">ORCID iD</a> in the Contributors field.
+The prospective contributor must have logged into MaveDB at least once.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Contributors added to a dataset will not automatically be added as contributors to associated records.
+You will need to add them separately in each record form.</p>
+<p>For instance, contributors added to an experiment will not automatically be added as contributors to associated score sets, nor will
+contributors added to a score set be added to the associated experiment. You will need to add them separately in each record form.</p>
+</div>
+<p>Contributors have the same permissions on the dataset as the owner, with the exception that
+users added to a record as contributors will not be able to delete the record. This permission is reserved
+for the record owner and MaveDB administrators only.</p>
+</section>
+<section id="optional-structured-metadata">
+<span id="end-data-set-contributors"></span><h2>Optional structured metadata<a class="headerlink" href="#optional-structured-metadata" title="Link to this heading">¶</a></h2>
+<p id="id3">Data sets also support the inclusion of optional <a class="reference external" href="https://www.json.org/">JSON</a>-formatted metadata.
+This can be used to describe features like genomic coordinates for a target sequence or score cutoff ranges that the
+uploader would like to be more easily machine-readable than if this information was included in free text.</p>
+<p>If optional metadata is included, the uploader should describe it in the score set methods.</p>
+</section>
+<section id="experiment-specific-metadata">
+<span id="end-shared-metadata"></span><span id="end-optional-structured-metadata"></span><h2>Experiment specific metadata<a class="headerlink" href="#experiment-specific-metadata" title="Link to this heading">¶</a></h2>
+<p id="id4">In addition to the shared metadata fields described above, experiments also support the following specific metadata fields:</p>
+<section id="raw-data-accessions">
+<h3>Raw data accessions<a class="headerlink" href="#raw-data-accessions" title="Link to this heading">¶</a></h3>
+<p id="id5">Experimenters are encouraged to deposit their raw sequence data in a public repository and link it to the relevant
+experiment record(s).</p>
+<p>MaveDB currently supports accession numbers for:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://www.ebi.ac.uk/arrayexpress/">ArrayExpress</a></p></li>
+<li><p><a class="reference external" href="https://www.ncbi.nlm.nih.gov/bioproject/">BioProject</a></p></li>
+<li><p><a class="reference external" href="https://www.ncbi.nlm.nih.gov/geo/">Gene Expression Omnibus</a></p></li>
+<li><p><a class="reference external" href="https://www.ncbi.nlm.nih.gov/sra">Sequence Read Archive</a></p></li>
+</ul>
+<p>Raw data that is stored elsewhere may be included via the DOI field.</p>
+</section>
+<section id="keywords">
+<span id="end-raw-data-accessions"></span><h3>Keywords<a class="headerlink" href="#keywords" title="Link to this heading">¶</a></h3>
+<p id="controlled-keywords">Experiments may be tagged with optional, <a class="reference internal" href="../controlled_vocabulary.html#mave-controlled-vocabulary"><span class="std std-ref">controlled keywords</span></a>.</p>
+<p>These keywords improve searchability of the records within MaveDB and facilitate the generation of
+<a class="reference internal" href="../assay_facts.html#assay-facts"><span class="std std-ref">assay facts</span></a> summaries.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>While keywords are optional, we strongly encourage you to include them when uploading an experiment or score set
+given the contextual benefits they provide.</p>
+<p>In a future release, providing a minimal set of controlled keywords may become a requirement for uploading new records.</p>
+</div>
+</section>
+</section>
+<section id="score-set-specific-metadata">
+<span id="end-experiment-metadata"></span><span id="end-controlled-keywords"></span><h2>Score set specific metadata<a class="headerlink" href="#score-set-specific-metadata" title="Link to this heading">¶</a></h2>
+<p id="id6">In addition to the shared metadata fields described above, score sets also support the following specific metadata fields:</p>
+<section id="licenses">
+<h3>Licenses<a class="headerlink" href="#licenses" title="Link to this heading">¶</a></h3>
+<p id="data-licensing">When uploading score set information to the database, the user can choose one of three licenses:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://creativecommons.org/publicdomain/zero/1.0/">CC0 (Public domain)</a></p></li>
+<li><p><a class="reference external" href="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0 (Attribution) license</a></p></li>
+<li><p><a class="reference external" href="https://creativecommons.org/licenses/by-sa/4.0/">CC BY-SA 4.0 (Attribution-ShareAlike)</a></p></li>
+</ul>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Only datasets licensed under CC0 will be included as part of the <a class="reference internal" href="../bulk_downloads.html#bulk-downloads"><span class="std std-ref">bulk download archive</span></a>.</p>
+</div>
+<p>By default, new score sets will have the CC0 license.
+The license can be changed after publication, but previously downloaded copies of the dataset will retain the license
+they were downloaded under.
+The license is listed in the header of downloaded CSV files and also in the API.</p>
+<p>Users also have the option of adding a free-text data usage policy to a score set, such as terms that dictate use of
+pre-publication data.
+For example, data producers may wish to assert their right to publish the results of certain analyses first.
+The data usage policy will be added to the header of any downloaded data files if one is present.</p>
+</section>
+<section id="score-set-targets">
+<span id="end-data-licensing"></span><h3>Score set targets<a class="headerlink" href="#score-set-targets" title="Link to this heading">¶</a></h3>
+<p>All variants in a MaveDB <a class="reference internal" href="score_sets.html#score-sets"><span class="std std-ref">score set</span></a> are described relative to a target. This target
+should describe the sequence that was mutagenized to create the variant library. MaveDB supports two types
+of targets: <a class="reference internal" href="../targets.html#sequence-based-targets"><span class="std std-ref">sequence-based targets</span></a> and <a class="reference internal" href="../targets.html#accession-based-targets"><span class="std std-ref">accession-based targets</span></a>.</p>
+<p>Each score set in MaveDB must be associated with at least one target. Certain experiments may
+describe variants relative to two or more distinct sequences, such as protein-protein interaction assays
+that measure the effects of variants in both interacting proteins. In these cases, multiple targets may be
+associated with a single score set.</p>
+</section>
+<section id="score-calibrations">
+<h3>Score calibrations<a class="headerlink" href="#score-calibrations" title="Link to this heading">¶</a></h3>
+<p><a class="reference internal" href="../score_calibrations.html#score-calibrations"><span class="std std-ref">Score calibrations</span></a></p>
+</section>
+<section id="variant-tables">
+<h3>Variant tables<a class="headerlink" href="#variant-tables" title="Link to this heading">¶</a></h3>
+<p>You must upload at least one variant score CSV file when creating a new score set.
+Optionally, you may also upload a variant count CSV file.</p>
+<p>For both score and count data tables, there are three variant columns:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> describes variants with respect to the nucleotide <a class="reference internal" href="../targets.html#targets"><span class="std std-ref">target sequence</span></a></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">hgvs_splice</span></code> describes variants with respect to a transcript model</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">hgvs_pro</span></code> describes variants with respect to the amino acid <a class="reference internal" href="../targets.html#targets"><span class="std std-ref">target sequence</span></a></p></li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> and <code class="docutils literal notranslate"><span class="pre">hgvs_pro</span></code> variants are required to be described in relation to the score set <a class="reference internal" href="../targets.html#targets"><span class="std std-ref">target</span></a>.</p>
+<p>All variants must be described in <a class="reference external" href="https://www.mavedb.org/docs/mavehgvs">MAVE-HGVS</a> format, which is a subset of the <a class="reference external" href="https://varnomen.hgvs.org/">HGVS</a> format.
+This includes using the appropriate prefix (<code class="docutils literal notranslate"><span class="pre">c.</span></code> for coding DNA, <code class="docutils literal notranslate"><span class="pre">n.</span></code> for non-coding DNA, <code class="docutils literal notranslate"><span class="pre">p.</span></code> for protein) and
+using brackets for complex variants that affect multiple positions (e.g. <code class="docutils literal notranslate"><span class="pre">c.[123A&gt;G;125_T&gt;C]</span></code>).</p>
+<p>If <code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> is present, it will be used as the primary key for distinguishing variants and must be unique.
+Otherwise, <code class="docutils literal notranslate"><span class="pre">hgvs_pro</span></code> will be used as the primary key.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Datasets with only <code class="docutils literal notranslate"><span class="pre">hgvs_pro</span></code> variants can specify nucleotide target sequences.
+The target sequence will be translated using the
+<a class="reference external" href="https://www.ncbi.nlm.nih.gov/Taxonomy/Utils/wprintgc.cgi?chapter=cgencodes#SG1">standard amino acid translation table</a> for validation.</p>
+</div>
+<p>The <code class="docutils literal notranslate"><span class="pre">hgvs_splice</span></code> variants are not validated against a transcript model or target sequence.
+This is a convenience feature for datasets that contain splice variants; most datasets will not use <code class="docutils literal notranslate"><span class="pre">hgvs_splice</span></code>.
+Datasets that use <code class="docutils literal notranslate"><span class="pre">hgvs_splice</span></code> must also have <code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code>, which is used as the primary key,
+and the <code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> variants must use the <code class="docutils literal notranslate"><span class="pre">'g.'</span></code> prefix.</p>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<p>Base editor data follows a slightly different format; see the <a class="reference internal" href="../data_formats.html#base-editor-data"><span class="std std-ref">base editor data</span></a> section for details.</p>
+</div>
+<section id="score-table">
+<h4>Score table<a class="headerlink" href="#score-table" title="Link to this heading">¶</a></h4>
+<p>All score tables must have a column named <code class="docutils literal notranslate"><span class="pre">score</span></code> that describes the score of that variant in the assay.
+Score tables may have any number of additional numeric columns.</p>
+<p>Suggested numeric columns include a standard deviation or variance,
+or some other measure of uncertainty for the score such as a 95% confidence interval
+(represented as two columns, e.g. <code class="docutils literal notranslate"><span class="pre">ci_lower</span></code> and <code class="docutils literal notranslate"><span class="pre">ci_upper</span></code>).</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>Do not submit patient data or anything which could be used to identify individuals to MaveDB.</p>
+</div>
+<p>Score sets that describe experiments with multiple replicates often include the score and standard deviation for each
+replicate as additional columns.</p>
+<p>For datasets with categorical data,
+we recommend encoding the categories as integers and describing the mapping between integers and categories in the
+<a class="reference internal" href="#free-text-metadata"><span class="std std-ref">free text methods</span></a>.
+Support for additional data columns with string data will be added in a future version to support this use case.</p>
+</section>
+<section id="counts-table">
+<h4>Counts table<a class="headerlink" href="#counts-table" title="Link to this heading">¶</a></h4>
+<p>Count data are optional for MaveDB score sets, but are recommended.</p>
+<p>There are no required columns for count data,
+but uploaders should decide on an intuitive naming convention for the column names and describe it in the
+<a class="reference internal" href="#free-text-metadata"><span class="std std-ref">free text methods</span></a>.</p>
+</section>
+</section>
+<section id="metadata-files">
+<h3>Metadata files<a class="headerlink" href="#metadata-files" title="Link to this heading">¶</a></h3>
+<p>Users may also upload metadata files in JSON format to provide additional structured metadata about the columns in the score and count tables.
+These files should be named <code class="docutils literal notranslate"><span class="pre">score_columns_metadata.json</span></code> and <code class="docutils literal notranslate"><span class="pre">count_columns_metadata.json</span></code> respectively. These files are
+optional, but recommended.</p>
+<p>The metadata files should contain a JSON object where each key is a column name from the corresponding data table,
+and the value is another JSON object with additional metadata about that column. The additional JSON object may contain the following fields:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">description</span></code>: A string describing the column.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">details</span></code>: A string with additional details about the contents of the column (optional).</p></li>
+</ul>
+</section>
+</section>
+</section>
+<section id="metadata-checklist">
+<span id="end-score-set-metadata"></span><h1>Metadata checklist<a class="headerlink" href="#metadata-checklist" title="Link to this heading">¶</a></h1>
+<p id="data-set-required-metadata">For each experiment and score set, you are required to provide the following metadata:</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#free-text-metadata">Free text metadata</a>, including a title, short description, abstract, and methods.</p></li>
+</ul>
+<p id="data-set-optional-metadata"><span id="end-data-set-required-metadata"></span>You are not required to provide all optional metadata fields, but we strongly encourage you to do so
+to maximize the usability of your data:</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#digital-object-identifiers-dois">Digital Object Identifiers (DOIs)</a> for any digital resources associated with the data set.</p></li>
+<li><p><a class="reference internal" href="#publication-details">Publication details</a> for the study reference(s) and any related publications.</p></li>
+</ul>
+<p id="experiment-optional-metadata"><span id="end-data-set-optional-metadata"></span>For experiments, you are not required but strongly encouraged to provide:</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#raw-data-accessions">Raw data accessions</a> for any raw sequencing data associated with the experiment.</p></li>
+<li><p><a class="reference internal" href="#keywords">Keywords</a> to improve searchability and facilitate generation of <a class="reference internal" href="../assay_facts.html#assay-facts"><span class="std std-ref">assay facts</span></a> summaries.</p></li>
+</ul>
+<p id="score-set-required-metadata"><span id="end-experiment-optional-metadata"></span>For score sets, you are additionally required to provide:</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#score-set-targets"><span class="std std-ref">Targets</span></a> associated with the score set, including their sequences or accessions and any related metadata.</p></li>
+<li><p><a class="reference internal" href="#licenses">Licenses</a> and data usage guidelines (if needed) for the score set.</p></li>
+<li><p><a class="reference internal" href="#score-table">Score table</a> containing the variant scores.</p></li>
+</ul>
+<p id="score-set-optional-metadata"><span id="end-score-set-required-metadata"></span>You are encouraged to also provide:</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#score-calibrations">Score calibrations</a> to provide additional context for interpreting the scores.</p></li>
+<li><p><a class="reference internal" href="#counts-table">Counts table</a> containing the variant counts (if available).</p></li>
+<li><p><a class="reference internal" href="#metadata-files">Metadata files</a> containing additional information about the score set.</p></li>
+</ul>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="../index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Data set metadata and properties</a><ul>
+<li><a class="reference internal" href="#free-text-metadata">Free text metadata</a></li>
+<li><a class="reference internal" href="#digital-object-identifiers-dois">Digital Object Identifiers (DOIs)</a></li>
+<li><a class="reference internal" href="#publication-details">Publication details</a></li>
+<li><a class="reference internal" href="#contributors">Contributors</a></li>
+<li><a class="reference internal" href="#optional-structured-metadata">Optional structured metadata</a></li>
+<li><a class="reference internal" href="#experiment-specific-metadata">Experiment specific metadata</a><ul>
+<li><a class="reference internal" href="#raw-data-accessions">Raw data accessions</a></li>
+<li><a class="reference internal" href="#keywords">Keywords</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#score-set-specific-metadata">Score set specific metadata</a><ul>
+<li><a class="reference internal" href="#licenses">Licenses</a></li>
+<li><a class="reference internal" href="#score-set-targets">Score set targets</a></li>
+<li><a class="reference internal" href="#score-calibrations">Score calibrations</a></li>
+<li><a class="reference internal" href="#variant-tables">Variant tables</a><ul>
+<li><a class="reference internal" href="#score-table">Score table</a></li>
+<li><a class="reference internal" href="#counts-table">Counts table</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#metadata-files">Metadata files</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><a class="reference internal" href="#metadata-checklist">Metadata checklist</a></li>
+</ul>
+
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="../_sources/record_types/metadata_guide.rst.txt"
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+          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Record types</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Score sets</a></li> 
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+            
+  <section id="score-sets">
+<h1>Score sets<a class="headerlink" href="#score-sets" title="Link to this heading">¶</a></h1>
+<p id="score-set-intro">Score sets are records that describe the scores generated from the raw data described in their associated experiment
+and the principal way that users will interact with the data deposited into MaveDB.
+This includes all steps following the high-throughput sequencing step, including read filtering, read counting, and
+score calculations (<a class="reference external" href="https://www.mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/">example score set</a>). All score sets
+must be associated with an existing experiment.</p>
+<p>Multiple score sets should be used when distinct methods were used to calculate scores for raw data described by the
+experiment.
+The most common use case for multiple score sets is when scores are calculated at nucleotide resolution and amino
+acid resolution for deep mutational scanning data.</p>
+<p>When uploading results based on imputation or complex normalization,
+it’s recommended to upload a more raw form of the scores (e.g. enrichment ratios) as a normal score set,
+and then use <a class="reference internal" href="#id1"><span class="std std-ref">meta-analysis score sets</span></a> to describe the imputed or normalized results.</p>
+<p id="end-score-set-intro">To assign a new score set to an existing experiment, use the dropdown at the top of the score set form.</p>
+<section id="meta-analysis-score-sets">
+<h2>Meta-analysis score sets<a class="headerlink" href="#meta-analysis-score-sets" title="Link to this heading">¶</a></h2>
+<p id="id1">Meta-analysis score sets have all the same attributes as a regular score set,
+but they are linked to existing score sets rather than an existing experiment
+(<a class="reference external" href="https://www.mavedb.org/#/score-sets/urn:mavedb:00000055-0-1/">example meta-analysis score set</a>).</p>
+</section>
+<section id="score-set-contributors">
+<span id="end-meta-analysis-score-sets"></span><h2>Score set contributors<a class="headerlink" href="#score-set-contributors" title="Link to this heading">¶</a></h2>
+<p>When a record in MaveDB is created and assigned a temporary accession number,
+it is only accessible to the “owner” user.</p>
+<p>The owner can add additional users to the record by editing the record and
+specifying that user’s <a class="reference external" href="https://orcid.org/">ORCID iD</a> in the Contributors field.
+The prospective contributor must have logged into MaveDB at least once.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Contributors added to a dataset will not automatically be added as contributors to associated records.
+You will need to add them separately in each record form.</p>
+<p>For instance, contributors added to an experiment will not automatically be added as contributors to associated score sets, nor will
+contributors added to a score set be added to the associated experiment. You will need to add them separately in each record form.</p>
+</div>
+<p>Contributors have the same permissions on the dataset as the owner, with the exception that
+users added to a record as contributors will not be able to delete the record. This permission is reserved
+for the record owner and MaveDB administrators only.</p>
+</section>
+<section id="deprecating-data">
+<h2>Deprecating data<a class="headerlink" href="#deprecating-data" title="Link to this heading">¶</a></h2>
+<p>If you need to fix an error after a dataset becomes public and is no longer editable,
+MaveDB supports the deprecation of score sets.
+When creating a new score set, the user can specify an existing score set to replace.</p>
+</section>
+<section id="score-set-metadata">
+<h2>Score set metadata<a class="headerlink" href="#score-set-metadata" title="Link to this heading">¶</a></h2>
+<dl id="id2">
+<dt><strong>Title</strong></dt><dd><p>The title of the score set, to be displayed at the top of the score set record page.</p>
+</dd>
+<dt><strong>Short description</strong></dt><dd><p>A brief summary of the score set. This should be one or two sentences that summarize the score set and are displayed
+in search results to give users an overview of the score set.</p>
+</dd>
+<dt><strong>Abstract</strong></dt><dd><p>A longer description of the score set, including the motivation for performing the analysis and a summary of the approach taken.
+The focus should be on describing the score set rather than the full study.
+This field supports <a class="reference external" href="https://daringfireball.net/projects/markdown/">Markdown</a> formatting.</p>
+<blockquote>
+<div><div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>It is common for experiments and score sets from the same study to share the same abstract text.</p>
+</div>
+</div></blockquote>
+</dd>
+<dt><strong>Methods</strong></dt><dd><p>A detailed description of the data analysis methods used to generate the scores from the raw sequence data.
+This field should include information on:</p>
+<ul class="simple">
+<li><p>Sequence read filtering approach</p></li>
+<li><p>Description of the statistical model for converting counts to scores, including normalization</p></li>
+<li><p>Description of additional data columns included in the score or count tables, including column naming conventions</p></li>
+<li><p>Details of how replicates were combined (if applicable)</p></li>
+</ul>
+</dd>
+<dt><strong>License and Data usage guidelines</strong></dt><dd><p>The license under which the score set data is made available and any additional data usage guidelines.</p>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<p>See the <a class="reference internal" href="../publishing.html#data-licensing"><span class="std std-ref">licenses section</span></a> for more information on available licenses.</p>
+</div>
+</dd>
+<dt><strong>Contributors</strong></dt><dd><p>A list of the people who contributed to the score set.
+Each contributor should be identified by their ORCID iD.</p>
+</dd>
+<dt><strong>DOIs</strong></dt><dd><p>A list of <a class="reference external" href="https://www.doi.org/">Digital Object Identifiers (DOIs)</a> for any digital resources associated with the score set.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>DOIs for publications should not be provided here; instead, they should be included in the publication identifiers section.</p>
+</div>
+</dd>
+<dt><strong>Publication identifiers</strong></dt><dd><p>A list of identifiers for publications associated with the score set. These may be DOIs, PubMed IDs, bioRxiv IDs, or medRxiv IDs.</p>
+<p>You will also have the option to indicate a primary publication for the score set. This publication will be more prominently displayed
+and should describe the research contribution to which this score set is most closely related.</p>
+</dd>
+<dt><strong>Extra metadata</strong></dt><dd><p>An optional JSON object containing additional metadata about the score set. This may include information such as analysis parameters,
+software versions, or other details specific to the score set. If you are providing additional metadata,,
+it should be clearly described in the methods section.</p>
+</dd>
+<dt><strong>Targets</strong></dt><dd><p>One or more <a class="reference internal" href="../targets.html#targets"><span class="std std-ref">targets</span></a> associated with this score set.
+Each score set must be associated with at least one target.
+For experiments that describe variants relative to two or more distinct sequences,
+such as protein-protein interaction assays that measure the effects of variants in both interacting proteins,
+multiple targets may be associated with a single score set.</p>
+</dd>
+<dt><strong>Score calibrations</strong></dt><dd><p>An optional list of score calibrations that provide additional context for interpreting the scores in this score set.
+For more information, see the <a class="reference internal" href="../score_calibrations.html#score-calibrations"><span class="std std-ref">Score calibrations</span></a> section.</p>
+</dd>
+<dt><strong>Variant scores and counts</strong></dt><dd><p>The variant scores and optional counts data tables associated with this score set.
+For more information on the expected data formats, see the <a class="reference internal" href="../data_formats.html#data-table-formats"><span class="std std-ref">Data table formats</span></a> section.</p>
+</dd>
+</dl>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="../index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Score sets</a><ul>
+<li><a class="reference internal" href="#meta-analysis-score-sets">Meta-analysis score sets</a></li>
+<li><a class="reference internal" href="#score-set-contributors">Score set contributors</a></li>
+<li><a class="reference internal" href="#deprecating-data">Deprecating data</a></li>
+<li><a class="reference internal" href="#score-set-metadata">Score set metadata</a></li>
+</ul>
+</li>
+</ul>
+
+  </div>
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="experiments.html"
+                          title="previous chapter">Experiments</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="../targets.html"
+                          title="next chapter">Targets</a></p>
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diff --git a/public/docs/mavedb/score_calibrations.html b/public/docs/mavedb/score_calibrations.html
new file mode 100644
index 00000000..923eb1f5
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diff --git a/public/docs/mavedb/search.html b/public/docs/mavedb/search.html
index 31df697e..785a8dcf 100644
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@@ -4,13 +4,13 @@
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+  <section id="targets">
+<h1>Targets<a class="headerlink" href="#targets" title="Link to this heading">¶</a></h1>
+<p id="targets-intro">All variants in a MaveDB <a class="reference internal" href="record_types/score_sets.html#score-sets"><span class="std std-ref">score set</span></a> are described relative to a target. This target
+should describe the sequence that was mutagenized to create the variant library. MaveDB supports two types
+of targets: <a class="reference internal" href="#sequence-based-targets"><span class="std std-ref">sequence-based targets</span></a> and <a class="reference internal" href="#accession-based-targets"><span class="std std-ref">accession-based targets</span></a>.</p>
+<p>Each score set in MaveDB must be associated with at least one target. Certain experiments may
+describe variants relative to two or more distinct sequences, such as protein-protein interaction assays
+that measure the effects of variants in both interacting proteins. In these cases, multiple targets may be
+associated with a single score set.</p>
+<section id="sequence-based-targets">
+<span id="end-targets-intro"></span><h2>Sequence-based targets<a class="headerlink" href="#sequence-based-targets" title="Link to this heading">¶</a></h2>
+<p id="id1">Sequence-based targets in MaveDB are based on the full sequence that was mutagenized to create the variant library,
+which may or may not correspond to a known sequence in an external database.</p>
+<p>You should use this type of target when the exact sequence used in the experiment is not available in an external database,
+or when important differences exist between the sequence used in the experiment and the corresponding sequence in an
+external database. Common examples include codon-optimized sequences, non-reference backgrounds, or synthetic sequences.</p>
+<p>For datasets that target a single functional domain, only that part of the gene should be included as the target.
+If multiple discontinuous functional domains were included in a single experiment,
+the target sequence should be given with the intervening sequence so that coordinates can be mapped back to a
+full-length reference.</p>
+<p>When uploading a sequence-based target to MaveDB, it is required that the uploader provide the target sequence.
+If the target is protein coding and variants are only described by their protein changes,
+the target sequence may be an amino acid sequence.
+If variants describing nucleotide changes are present, the target sequence must be a DNA sequence.</p>
+<p>Targets can also be linked to accession numbers in other databases, including <a class="reference external" href="https://www.uniprot.org/">UniProt</a>,
+<a class="reference external" href="https://www.ncbi.nlm.nih.gov/refseq/">RefSeq</a>, and <a class="reference external" href="https://www.ensembl.org/">Ensembl</a>.
+If the target sequence provided to MaveDB starts partway through the linked sequence
+(such as an assay targeting a single functional domain), the target should have an “offset” term.
+The offset is the integer value that should be added to the MaveDB coordinates
+(which are relative to the target sequence) in order to match the coordinates in the linked sequence.</p>
+<p>For example, the target sequence for <a class="reference external" href="https://mavedb.org/#/score-sets/urn:mavedb:00000002-a-1/">urn:mavedb:00000002-a-1</a>
+is a codon optimized version of the WW domain of YAP1.
+This corresponds to UniProt identifier <a class="reference external" href="https://www.uniprot.org/uniprot/P46937">P46937</a> with offset 169,
+meaning that position 1 in the MaveDB score set is position 170 in the UniProt sequence.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>If you choose to link a sequence-based target to an external accession, you should consider whether using an accession-based
+target (described below) is more appropriate.</p>
+</div>
+<section id="sequence-based-target-metadata">
+<h3>Sequence based target metadata<a class="headerlink" href="#sequence-based-target-metadata" title="Link to this heading">¶</a></h3>
+<dl class="simple" id="id2">
+<dt><strong>Target name</strong></dt><dd><p>The name of the target sequence. This name will be displayed on the score set page and across the site when referring to this target.
+Most users will expect this to be a gene name or a protein name.</p>
+</dd>
+<dt><strong>Functional category</strong></dt><dd><p>The functional category of the target sequence. This should be one of the following controlled vocabulary terms:</p>
+<ul class="simple">
+<li><p>protein coding</p></li>
+<li><p>regulatory</p></li>
+<li><p>other noncoding</p></li>
+</ul>
+</dd>
+<dt><strong>UniProt ID and offset</strong> (optional)</dt><dd><p>The <a class="reference external" href="https://www.uniprot.org/">UniProt</a> identifier corresponding to the target sequence, if applicable.</p>
+</dd>
+<dt><strong>Ensembl ID and offset</strong> (optional)</dt><dd><p>The <a class="reference external" href="https://www.ensembl.org">Ensembl</a> identifier corresponding to the target sequence, if applicable.</p>
+</dd>
+<dt><strong>RefSeq ID and offset</strong> (optional)</dt><dd><p>The <a class="reference external" href="https://www.ncbi.nlm.nih.gov/refseq/">RefSeq</a> identifier corresponding to the target sequence, if applicable.</p>
+</dd>
+<dt><strong>Taxonomy</strong></dt><dd><p>The organism that the target sequence is derived from, if applicable. MaveDB uses the
+<a class="reference external" href="https://www.ncbi.nlm.nih.gov/taxonomy">NCBI Taxonomy</a> controlled vocabulary for organism names.</p>
+</dd>
+<dt><strong>Sequence type</strong></dt><dd><p>The type of sequence provided for the target. This should be one of the following controlled vocabulary terms:</p>
+<ul class="simple">
+<li><p>DNA</p></li>
+<li><p>amino acid</p></li>
+</ul>
+</dd>
+<dt><strong>Sequence</strong></dt><dd><p>The full sequence of the target used in the experiment. This should be provided as a plain text string
+containing only valid characters for the specified sequence type (DNA or amino acid).</p>
+</dd>
+</dl>
+</section>
+</section>
+<section id="accession-based-targets">
+<span id="end-sequence-based-targets"></span><span id="end-sequence-based-target-metadata"></span><h2>Accession-based targets<a class="headerlink" href="#accession-based-targets" title="Link to this heading">¶</a></h2>
+<p id="id3">Accession-based targets in MaveDB are based on sequences that are fully described in an external database. If your
+variants were generated by editing the genome directly (e.g. using saturation genome editing) or by mutagenizing
+a known reference sequence without any other changes, this target type is appropriate.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>When you use an accession-based target, all variants in the associated score set must be described relative to the
+accession identifier you provide, regardless of whether there is only a single target for the assay.</p>
+<p>For instance, while you might describe a variant as <code class="docutils literal notranslate"><span class="pre">c.79A&gt;T</span></code> in a sequence-based target, the same variant would
+need to be described as <code class="docutils literal notranslate"><span class="pre">NM__000546.6:c.79A&gt;T</span></code> if the target is accession-based using the RefSeq ID <code class="docutils literal notranslate"><span class="pre">NM__000546.6</span></code>.</p>
+<p>This requirement allows users to better understand the context of the variants in your score set.</p>
+</div>
+<p>When uploading an accession-based target to MaveDB, you may supply either a <a class="reference external" href="https://www.ncbi.nlm.nih.gov/refseq/">RefSeq</a>
+or <a class="reference external" href="https://www.ensembl.org">Ensembl</a> identifier. MaveDB will automatically retrieve the corresponding sequence and metadata
+from the appropriate external database. These identifiers may refer to either full chromosomes or to individual transcripts/genes.</p>
+<p>MaveDB uses both <a class="reference external" href="https://cdot.cc">CDOT</a> and <a class="reference external" href="https://github.com/biocommons/seqrepo">SeqRepo</a> to retrieve and cache sequences and metadata for
+accession-based targets. For more information about how we use these services, see the <a class="reference internal" href="external_integrations.html#external-integrations"><span class="std std-ref">external integrations</span></a> section.</p>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<p><a class="reference internal" href="data_formats.html#base-editor-data"><span class="std std-ref">Base editor score sets</span></a> use the same accession-based target format as other score sets. However, even though you will be providing an
+<code class="docutils literal notranslate"><span class="pre">hgvs_nt</span></code> column for your variants, a special <code class="docutils literal notranslate"><span class="pre">guide_sequence</span></code> column in your uploaded scores and counts files that indicates the guide sequence used for each variant
+will be the index column and should be unique.</p>
+</div>
+<section id="accession-based-target-metadata">
+<h3>Accession based target metadata<a class="headerlink" href="#accession-based-target-metadata" title="Link to this heading">¶</a></h3>
+<dl class="simple" id="id4">
+<dt><strong>Target name</strong></dt><dd><p>The name of the target sequence. This name will be displayed on the score set page and across the site when referring to this target.
+Most users will expect this to be a gene name or a protein name.</p>
+</dd>
+<dt><strong>Gene name or Assembly name</strong></dt><dd><p>The gene name (for transcript or gene accessions) or assembly name (for chromosome accessions) corresponding to the target sequence.</p>
+</dd>
+<dt><strong>Accession identifier</strong></dt><dd><p>The <a class="reference external" href="https://www.ncbi.nlm.nih.gov/refseq/">RefSeq</a> or <a class="reference external" href="https://www.ensembl.org">Ensembl</a> identifier that describes the target sequence.</p>
+</dd>
+<dt><strong>Functional category</strong></dt><dd><p>The functional category of the target sequence. This should be one of the following controlled vocabulary terms:</p>
+<ul class="simple">
+<li><p>protein coding</p></li>
+<li><p>regulatory</p></li>
+<li><p>other noncoding</p></li>
+</ul>
+</dd>
+</dl>
+</section>
+</section>
+<section id="multi-target-score-sets">
+<span id="end-accession-based-targets"></span><span id="end-accession-based-target-metadata"></span><h2>Multi-target score sets<a class="headerlink" href="#multi-target-score-sets" title="Link to this heading">¶</a></h2>
+<p id="id5">Some experiments may describe variants relative to two or more distinct sequences, such as protein-protein interaction assays
+that measure the effects of variants in both interacting proteins. In these cases, multiple targets may be
+associated with a single score set.</p>
+<p>Each target should be described using either the sequence-based or accession-based
+target format described above. A single score set may not mix sequence-based and accession-based targets; all targets
+associated with a given score set must use the same target format.</p>
+<p>When describing variants in a multi-target score set, each variant must indicate which target it is relative to. This is done
+by including a label for each target (e.g., “Target 1”, “Target 2”) and including this label in the variant notation as if it
+were a prefix to the variant.</p>
+<p>For example, if a score set includes two targets labeled “TP53” and “MDM2”, a variant
+affecting TP53 might be described as “TP53:p.R175H”, while a variant affecting MDM2 might be described as “MDM2:p.G58S”.</p>
+<p>While optional in single-target score sets, this label is a required field in multi-target score sets to ensure that each variant can be unambiguously
+mapped to the correct target.</p>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Targets</a><ul>
+<li><a class="reference internal" href="#sequence-based-targets">Sequence-based targets</a><ul>
+<li><a class="reference internal" href="#sequence-based-target-metadata">Sequence based target metadata</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#accession-based-targets">Accession-based targets</a><ul>
+<li><a class="reference internal" href="#accession-based-target-metadata">Accession based target metadata</a></li>
+</ul>
+</li>
+<li><a class="reference internal" href="#multi-target-score-sets">Multi-target score sets</a></li>
+</ul>
+</li>
+</ul>
+
+  </div>
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="record_types/score_sets.html"
+                          title="previous chapter">Score sets</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="data_formats.html"
+                          title="next chapter">Data table formats</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/targets.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
+      </div>
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+    </div>
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+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="right" >
+          <a href="data_formats.html" title="Data table formats"
+             >next</a> |</li>
+        <li class="right" >
+          <a href="record_types/score_sets.html" title="Score sets"
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+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Targets</a></li> 
+      </ul>
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+    &#169; Copyright 2017-2025, MaveDB Developers.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/upload_guide.html b/public/docs/mavedb/upload_guide.html
index a3772dbf..28a9fbdf 100644
--- a/public/docs/mavedb/upload_guide.html
+++ b/public/docs/mavedb/upload_guide.html
@@ -5,18 +5,18 @@
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
 
-    <title>Depositing your data into MaveDB &#8212; MaveDB 2023.2.0 documentation</title>
+    <title>Depositing your data into MaveDB &#8212; MaveDB 2025.5.2 documentation</title>
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-    <link rel="prev" title="User account management" href="accounts.html" />
+    <link rel="prev" title="Variant Mapping" href="variant_mapping.html" />
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              accesskey="N">next</a> |</li>
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-          <a href="accounts.html" title="User account management"
+          <a href="variant_mapping.html" title="Variant Mapping"
              accesskey="P">previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Depositing your data into MaveDB</a></li> 
       </ul>
     </div>  
@@ -49,143 +49,116 @@ <h3>Navigation</h3>
             
   <section id="depositing-your-data-into-mavedb">
 <h1>Depositing your data into MaveDB<a class="headerlink" href="#depositing-your-data-into-mavedb" title="Link to this heading">¶</a></h1>
-<p>Creating a complete entry in MaveDB requires several pieces of data and metadata.
-This document includes a checklist of what is required to deposit a study and a description of the required metadata.</p>
+<p id="uploading-data-intro">Creating a complete entry in MaveDB requires several pieces of data and metadata.
+This document includes a checklist of what is required to deposit a study and a description of the required metadata.
+It also includes details about the optional metadata that we recommend be included to maximize the usability of your data.</p>
 <p>For more information on how a dataset in MaveDB is structured,
 including descriptions of experiment sets, experiments, and score sets,
-please see <a class="reference internal" href="record_types.html#record-types"><span class="std std-ref">Record types</span></a>.</p>
-<section id="metadata-formatting">
-<h2>Metadata formatting<a class="headerlink" href="#metadata-formatting" title="Link to this heading">¶</a></h2>
-<p>Experiment and score set records contain several different types of required and optional metadata,
-either free text or accession numbers for other databases.
-These elements are described in this section.</p>
-<section id="free-text-metadata">
-<h3>Free text metadata<a class="headerlink" href="#free-text-metadata" title="Link to this heading">¶</a></h3>
-<p>Experiments and score sets both have descriptive free text fields.
-These are the title, short description, abstract, and methods.</p>
-<p>The title and short description are plain text.
-The abstract and methods support <a class="reference external" href="https://daringfireball.net/projects/markdown/">Markdown</a>
-formatting with embedded equations using <a class="reference external" href="https://www.w3.org/Math/">MathML</a>,
-converted using <a class="reference external" href="https://pandoc.org/">Pandoc</a>.</p>
-<p>The title is displayed at the top of the record page, and should be quite brief.</p>
-<p>The short description is displayed in the search results table and should summarize the entry at a high level in one
-or two sentences.</p>
-<p>The abstract should describe the motivation and approach for the dataset.
-Some MaveDB abstracts include a summary of the results of the related publications but many do not.
-The entry describes the MAVE data rather than a full study so the submitter should use their judgement when deciding
-what details are most relevant.
-It is common that experiments and score sets share the same abstract text if they are from the same study.</p>
-<p>The methods section should describe the approach in a condensed form,
-suitable for a specialist audience of MAVE researchers.</p>
-<p>For an experiment the methods section should include:</p>
+please see <a class="reference internal" href="record_types/index.html#id1"><span class="std std-ref">record types</span></a>.</p>
+<section id="data-upload-wizard">
+<span id="end-uploading-data-intro"></span><h2>Data upload wizard<a class="headerlink" href="#data-upload-wizard" title="Link to this heading">¶</a></h2>
+<p id="id1">MaveDB provides a step-by-step data upload wizard to guide you through the process of depositing your data.
+To begin the upload process, log in to MaveDB and select either the “New experiment” or “New score set” option
+in the toolbar at the top of the page.</p>
+</section>
+<section id="uploading-an-experiment">
+<span id="end-data-upload-wizard"></span><h2>Uploading an experiment<a class="headerlink" href="#uploading-an-experiment" title="Link to this heading">¶</a></h2>
+<section id="what-is-an-experiment">
+<span id="id2"></span><h3>What is an experiment?<a class="headerlink" href="#what-is-an-experiment" title="Link to this heading">¶</a></h3>
+<p>Experiments describe the data generated from performing a MAVE on a target.
+This includes all steps of the experimental procedure up to and including high-throughput sequencing.
+Library construction, assay design, and sequencing strategy are all described in the experiment record
+(<a class="reference external" href="https://www.mavedb.org/#/experiments/urn:mavedb:00000003-a/">example experiment</a>).</p>
+<div class="admonition seealso">
+<p class="admonition-title">See also</p>
+<p>Data analysis steps including read filtering, read counting, and score calculation are described in a
+<a class="reference internal" href="record_types/score_sets.html#score-sets"><span class="std std-ref">score set</span></a>.</p>
+</div>
+<p>Publications that perform more than one functional assay should be represented as multiple experiments organized under
+a single <a class="reference internal" href="record_types/experiment_sets.html#experiment-sets"><span class="std std-ref">experiment set</span></a>, and each functional assay should be described in its own experiment record.
+This still applies to experimental designs where the differences between assays were relatively minor,
+such as varying the temperature or the concentration of a small molecule.</p>
+<p>Replicate assays should not be reported as separate experiments,
+instead the number and nature of the replicates should be clearly stated in the experiment’s methods section.</p>
+</section>
+<section id="what-is-required-to-upload-an-experiment">
+<h3>What is required to upload an experiment?<a class="headerlink" href="#what-is-required-to-upload-an-experiment" title="Link to this heading">¶</a></h3>
+<p id="experiment-upload-requirements">For each experiment and score set, you are required to provide the following metadata:</p>
 <ul class="simple">
-<li><p>Variant library construction methods</p></li>
-<li><p>Description of the functional assay, including model system and selection type</p></li>
-<li><p>Sequencing strategy and sequencing technology</p></li>
-<li><p>Structure of biological or technical replicates (if applicable)</p></li>
+<li><p><a href="#id4"><span class="problematic" id="id5">`Free text metadata`_</span></a>, including a title, short description, abstract, and methods.</p></li>
 </ul>
-<p>For a score set the methods section should include:</p>
+<p>You are not required to provide all optional metadata fields, but we strongly encourage you to do so
+to maximize the usability of your data:</p>
 <ul class="simple">
-<li><p>Sequence read filtering approach</p></li>
-<li><p>Description of the statistical model for converting counts to scores, including normalization</p></li>
-<li><p>Description of additional data columns included in the score or count tables, including column naming conventions</p></li>
-<li><p>Details of how replicates were combined (if applicable)</p></li>
+<li><p><a href="#id6"><span class="problematic" id="id7">`Digital Object Identifiers (DOIs)`_</span></a> for any digital resources associated with the data set.</p></li>
+<li><p><a href="#id8"><span class="problematic" id="id9">`Publication details`_</span></a> for the study reference(s) and any related publications.</p></li>
 </ul>
-<p>For a meta-analysis score set the methods section should include:</p>
+<p>For experiments, you are not required but strongly encouraged to provide:</p>
 <ul class="simple">
-<li><p>Description of the statistical model for converting the linked scores or counts into the scores presented</p></li>
-<li><p>Description of additional data columns included in the score or count tables, including column naming conventions</p></li>
+<li><p><a href="#id10"><span class="problematic" id="id11">`Raw data accessions`_</span></a> for any raw sequencing data associated with the experiment.</p></li>
+<li><p><a href="#id12"><span class="problematic" id="id13">`Keywords`_</span></a> to improve searchability and facilitate generation of <a class="reference internal" href="assay_facts.html#assay-facts"><span class="std std-ref">assay facts</span></a> summaries.</p></li>
 </ul>
-<p>Score sets can also include an optional free-text data usage policy intended for unpublished data.
-For example, data producers may wish to assert their right to publish the results of certain analyses first.</p>
-</section>
-<section id="publication-details">
-<h3>Publication details<a class="headerlink" href="#publication-details" title="Link to this heading">¶</a></h3>
-<p>Publications can be included by entering their <a class="reference external" href="https://pubmed.ncbi.nlm.nih.gov/">PubMed ID</a> and they will appear
-as formatted references.
-Publications included in an experiment will also be displayed on their associated score set pages.</p>
-<p>Preprints or publications that are not indexed by PubMed can be included via the DOI field.
-Improved support for preprints (including displaying them as formatted references) is planned for a future release.</p>
-</section>
-<section id="raw-data-accessions">
-<h3>Raw data accessions<a class="headerlink" href="#raw-data-accessions" title="Link to this heading">¶</a></h3>
-<p>Experimenters are encouraged to deposit their raw sequence data in a public repository and link it to the relevant
-experiment record(s).</p>
-<p>MaveDB currently supports accession numbers for:</p>
-<ul class="simple">
-<li><p><a class="reference external" href="https://www.ebi.ac.uk/arrayexpress/">ArrayExpress</a></p></li>
-<li><p><a class="reference external" href="https://www.ncbi.nlm.nih.gov/bioproject/">BioProject</a></p></li>
-<li><p><a class="reference external" href="https://www.ncbi.nlm.nih.gov/geo/">Gene Expression Omnibus</a></p></li>
-<li><p><a class="reference external" href="https://www.ncbi.nlm.nih.gov/sra">Sequence Read Archive</a></p></li>
-</ul>
-<p>Raw data that is stored elsewhere can be included via the DOI field.</p>
-</section>
-<section id="keywords">
-<h3>Keywords<a class="headerlink" href="#keywords" title="Link to this heading">¶</a></h3>
-<p>Experiments and score sets can be tagged with optional, user-specified keywords.</p>
-<p>In a future release, the keyword vocabulary will become restricted and keyword selection will be mandatory.
-This will improve the ability for data modellers to select appropriate MAVE datasets for their studies,
-and also facilitate more sophisticated tracking of the kind of data being generated by researchers.</p>
-</section>
 </section>
-<section id="data-formatting">
-<h2>Data formatting<a class="headerlink" href="#data-formatting" title="Link to this heading">¶</a></h2>
-<p>Score sets require detailed information about the target sequence, including the sequence,
-as well as a CSV-formatted file containing the variant scores
-(and optionally a second CSV-formatted file containing the variant counts).</p>
-<p>For more information including how to prepare your data for submission,
-see <a class="reference internal" href="target_sequences.html#target-sequence-information"><span class="std std-ref">Target sequence information</span></a> and <a class="reference internal" href="data_formats.html#data-table-formats"><span class="std std-ref">Data table formats</span></a>.</p>
-<p>Score set data must be given a license chosen from those listed on the <a class="reference internal" href="data_licensing.html#data-licensing"><span class="std std-ref">Data licensing</span></a> page.</p>
-<section id="optional-structured-metadata">
-<h3>Optional structured metadata<a class="headerlink" href="#optional-structured-metadata" title="Link to this heading">¶</a></h3>
-<p>Score sets also support the inclusion of optional <a class="reference external" href="https://www.json.org/">JSON</a>-formatted metadata.
-This can be used to describe features like genomic coordinates for a target sequence or score cutoff ranges that the
-uploader would like to be more easily machine-readable than if this information was included in free text.</p>
-<p>If optional metadata is included, the uploader should describe it in the score set methods.</p>
 </section>
+<section id="uploading-a-score-set">
+<span id="end-uploading-an-experiment"></span><span id="end-experiment-upload-requirements"></span><h2>Uploading a score set<a class="headerlink" href="#uploading-a-score-set" title="Link to this heading">¶</a></h2>
+<section id="what-is-a-score-set">
+<span id="id3"></span><h3>What is a score set?<a class="headerlink" href="#what-is-a-score-set" title="Link to this heading">¶</a></h3>
+<p>Score sets are records that describe the scores generated from the raw data described in their associated experiment
+and the principal way that users will interact with the data deposited into MaveDB.
+This includes all steps following the high-throughput sequencing step, including read filtering, read counting, and
+score calculations (<a class="reference external" href="https://www.mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/">example score set</a>). All score sets
+must be associated with an existing experiment.</p>
+<p>Multiple score sets should be used when distinct methods were used to calculate scores for raw data described by the
+experiment.
+The most common use case for multiple score sets is when scores are calculated at nucleotide resolution and amino
+acid resolution for deep mutational scanning data.</p>
+<p>When uploading results based on imputation or complex normalization,
+it’s recommended to upload a more raw form of the scores (e.g. enrichment ratios) as a normal score set,
+and then use <a class="reference internal" href="record_types/score_sets.html#id1"><span class="std std-ref">meta-analysis score sets</span></a> to describe the imputed or normalized results.</p>
 </section>
-<section id="required-information-checklist">
-<h2>Required information checklist<a class="headerlink" href="#required-information-checklist" title="Link to this heading">¶</a></h2>
-<p>For each experiment and score set:</p>
+<section id="what-is-required-to-upload-a-score-set">
+<h3>What is required to upload a score set?<a class="headerlink" href="#what-is-required-to-upload-a-score-set" title="Link to this heading">¶</a></h3>
+<p id="score-set-upload-requirements">For each experiment and score set, you are required to provide the following metadata:</p>
 <ul class="simple">
-<li><dl class="simple">
-<dt><a class="reference internal" href="#free-text-metadata">Free text metadata</a></dt><dd><ul>
-<li><p>Title</p></li>
-<li><p>Short description (1-3 brief sentences)</p></li>
-<li><p>Abstract</p></li>
-<li><p>Methods</p></li>
+<li><p><a href="#id14"><span class="problematic" id="id15">`Free text metadata`_</span></a>, including a title, short description, abstract, and methods.</p></li>
 </ul>
-</dd>
-</dl>
-</li>
-<li><p><a class="reference internal" href="#keywords">Keywords</a></p></li>
-<li><p><a class="reference external" href="https://pubmed.ncbi.nlm.nih.gov/">PubMed IDs</a> for the study reference(s) or <a class="reference external" href="https://www.doi.org/">DOIs</a>
-for references not listed in PubMed (such as on <a class="reference external" href="https://www.biorxiv.org/">bioRxiv</a>)</p></li>
-</ul>
-<p>For each experiment you will also want:</p>
+<p>For score sets, you are additionally required to provide:</p>
 <ul class="simple">
-<li><p><a class="reference internal" href="#raw-data-accessions">Raw data accessions</a></p></li>
+<li><p><a class="reference internal" href="record_types/metadata_guide.html#score-set-targets"><span class="std std-ref">Targets</span></a> associated with the score set, including their sequences or accessions and any related metadata.</p></li>
+<li><p><a href="#id16"><span class="problematic" id="id17">`Licenses`_</span></a> and data usage guidelines (if needed) for the score set.</p></li>
+<li><p><a href="#id18"><span class="problematic" id="id19">`Score table`_</span></a> containing the variant scores.</p></li>
 </ul>
-<p>For each score set you will also want:</p>
+<p>You are encouraged to also provide:</p>
 <ul class="simple">
-<li><dl class="simple">
-<dt>Target information</dt><dd><ul>
-<li><p>Nucleotide sequence for the target</p></li>
-<li><p>The sequence type (coding, regulatory, other non-coding)</p></li>
-<li><p>Organism the sequence is derived from (if applicable)</p></li>
-<li><p><a class="reference external" href="https://www.uniprot.org/">UniProt ID</a> (if applicable)</p></li>
-<li><p><a class="reference external" href="https://www.ncbi.nlm.nih.gov/refseq/">RefSeq ID</a> (if applicable)</p></li>
-<li><p><a class="reference external" href="https://www.ensembl.org">Ensembl ID</a> (if applicable)</p></li>
-</ul>
-</dd>
-</dl>
-</li>
-<li><p>Variant score table</p></li>
-<li><p>Variant count table (if available)</p></li>
-<li><p>Choice of data license (see <a class="reference internal" href="data_licensing.html#data-licensing"><span class="std std-ref">Data licensing</span></a>)</p></li>
-<li><p>Data usage policy text (if needed)</p></li>
+<li><p><a href="#id20"><span class="problematic" id="id21">`Score calibrations`_</span></a> to provide additional context for interpreting the scores.</p></li>
+<li><p><a href="#id22"><span class="problematic" id="id23">`Counts table`_</span></a> containing the variant counts (if available).</p></li>
+<li><p><a href="#id24"><span class="problematic" id="id25">`Metadata files`_</span></a> containing additional information about the score set.</p></li>
 </ul>
 </section>
+</section>
+<section id="publishing-your-data">
+<span id="end-uploading-a-score-set"></span><h2>Publishing your data<a class="headerlink" href="#publishing-your-data" title="Link to this heading">¶</a></h2>
+<p>When first created, records are given a <a class="reference internal" href="accession_numbers.html#temporary-accession-numbers"><span class="std std-ref">temporary accession number</span></a>
+beginning with <code class="docutils literal notranslate"><span class="pre">tmp:</span></code> instead of <code class="docutils literal notranslate"><span class="pre">urn:mavedb:</span></code>.</p>
+<p>Temporary records are only visible to the uploader and to any <a class="reference internal" href="record_types/metadata_guide.html#contributors"><span class="std std-ref">contributors</span></a> that
+have been added to the record.
+If you want to access these datasets via API, you can create an API key on your user profile page to enable authentication.</p>
+<p>When the record is ready to be made public, you can click on the padlock icon to “publish” the record.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>Once a record is published, it cannot be unpublished. If you need to fix errors in a dataset after publication,
+see: <a class="reference internal" href="publishing.html#deprecating-score-sets"><span class="std std-ref">Deprecating score sets</span></a>.</p>
+</div>
+<p>Once the data is published, several fields (including the <a class="reference internal" href="targets.html#targets"><span class="std std-ref">target</span></a>, scores, and counts)
+will become un-editable. However, most free-text metadata can still be revised after the dataset becomes public,
+and changes to these fields are tracked.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Score sets are the only record type that can be published. When the first score set associated with an experiment
+is published, the associated experiment and experiment set will also become public.</p>
+</div>
+</section>
 </section>
 
 
@@ -199,18 +172,18 @@ <h2>Required information checklist<a class="headerlink" href="#required-informat
     <h3><a href="index.html">Table of Contents</a></h3>
     <ul>
 <li><a class="reference internal" href="#">Depositing your data into MaveDB</a><ul>
-<li><a class="reference internal" href="#metadata-formatting">Metadata formatting</a><ul>
-<li><a class="reference internal" href="#free-text-metadata">Free text metadata</a></li>
-<li><a class="reference internal" href="#publication-details">Publication details</a></li>
-<li><a class="reference internal" href="#raw-data-accessions">Raw data accessions</a></li>
-<li><a class="reference internal" href="#keywords">Keywords</a></li>
+<li><a class="reference internal" href="#data-upload-wizard">Data upload wizard</a></li>
+<li><a class="reference internal" href="#uploading-an-experiment">Uploading an experiment</a><ul>
+<li><a class="reference internal" href="#what-is-an-experiment">What is an experiment?</a></li>
+<li><a class="reference internal" href="#what-is-required-to-upload-an-experiment">What is required to upload an experiment?</a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#data-formatting">Data formatting</a><ul>
-<li><a class="reference internal" href="#optional-structured-metadata">Optional structured metadata</a></li>
+<li><a class="reference internal" href="#uploading-a-score-set">Uploading a score set</a><ul>
+<li><a class="reference internal" href="#what-is-a-score-set">What is a score set?</a></li>
+<li><a class="reference internal" href="#what-is-required-to-upload-a-score-set">What is required to upload a score set?</a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#required-information-checklist">Required information checklist</a></li>
+<li><a class="reference internal" href="#publishing-your-data">Publishing your data</a></li>
 </ul>
 </li>
 </ul>
@@ -218,8 +191,8 @@ <h3><a href="index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="accounts.html"
-                          title="previous chapter">User account management</a></p>
+    <p class="topless"><a href="variant_mapping.html"
+                          title="previous chapter">Variant Mapping</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
@@ -257,14 +230,14 @@ <h3>Navigation</h3>
           <a href="publishing.html" title="Making your data public"
              >next</a> |</li>
         <li class="right" >
-          <a href="accounts.html" title="User account management"
+          <a href="variant_mapping.html" title="Variant Mapping"
              >previous</a> |</li>
-        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2023.2.0 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Depositing your data into MaveDB</a></li> 
       </ul>
     </div>
     <div class="footer" role="contentinfo">
-    &#169; Copyright 2017-2023, Alan F Rubin et al..
+    &#169; Copyright 2017-2025, MaveDB Developers.
       Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
     </div>
   </body>
diff --git a/public/docs/mavedb/variant_mapping.html b/public/docs/mavedb/variant_mapping.html
new file mode 100644
index 00000000..9214dd44
--- /dev/null
+++ b/public/docs/mavedb/variant_mapping.html
@@ -0,0 +1,175 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
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+
+    <title>Variant Mapping &#8212; MaveDB 2025.5.2 documentation</title>
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+            
+  <section id="variant-mapping">
+<h1>Variant Mapping<a class="headerlink" href="#variant-mapping" title="Link to this heading">¶</a></h1>
+<p id="variant-mapping-intro">MaveDB uses the variant descriptions provided in the score and count data tables
+to map variants to genomic coordinates. This mapping allows MaveDB to integrate with
+external resources such as <a class="reference internal" href="external_integrations.html#clingen"><span class="std std-ref">ClinGen</span></a>, <a class="reference internal" href="external_integrations.html#clinvar"><span class="std std-ref">ClinVar</span></a>, and <a class="reference internal" href="external_integrations.html#gnomad"><span class="std std-ref">gnomAD</span></a>.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Variant mapping is only performed for datasets with a human target sequence.</p>
+</div>
+<p>This process was made possible by a novel method for mapping MAVE data written by
+<a class="reference external" href="http://dx.doi.org/10.1186/s13059-025-03647-x">Arbesfeld et al. (2025)</a>. The method
+is described in detail in the linked publication, and summarized briefly below.</p>
+<section id="mapping-process">
+<span id="end-variant-mapping-intro"></span><h2>Mapping process<a class="headerlink" href="#mapping-process" title="Link to this heading">¶</a></h2>
+<p id="id1">Variants are mapped to genomic coordinates upon upload of a score set. The mapping process involves the following steps:</p>
+<ol class="arabic simple">
+<li><p><strong>Target sequence alignment</strong>: The target sequence provided with the score set is aligned to the reference genome using
+<a class="reference external" href="https://genome.ucsc.edu/FAQ/FAQblat.html">BLAT</a>. This step determines the genomic location of the target sequence and
+identifies the corresponding transcript(s).</p></li>
+<li><p><strong>Transcript selection</strong>: If multiple candidate transcripts are identified in the alignment step, the most appropriate transcript
+is selected. Where possible, we prioritize MANE Select transcripts, followed by RefSeq Select transcripts, and then the longest
+matching transcript.</p></li>
+<li><p><strong>Variant translation</strong>: Each variant in the score and count data tables is converted from MAVE-HGVS format to standard HGVS format
+and translated with respect to the selected transcript. This step accounts for any offset between the target sequence and the transcript.</p></li>
+<li><p><strong>VRS translation</strong>: The HGVS variant descriptions are then converted to <a class="reference external" href="https://vrs.ga4gh.org/en/stable/">GA4GH VRS</a> format
+using the <a class="reference external" href="https://github.com/ga4gh/vrs-python">VRS-Python</a> library. This standardized representation facilitates interoperability
+with other genomic databases and tools, as well as standardizing all output variant representations for future mapped variation.</p></li>
+</ol>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>In some cases, variants may not be successfully mapped due to issues such as ambiguous target sequences,
+complex variant types, or discrepancies between the target and reference genome. MaveDB logs these instances
+and provides feedback to data contributors to help resolve mapping issues.</p>
+<p>Although some mapping failures
+represent true limitations of the data, others can be addressed by correcting errors in the submitted variants
+or target sequences.</p>
+<p><strong>It is highly recommended that data contributors review the mapping results after uploading a score set
+to ensure that variants have been accurately mapped.</strong> Contributors can view mapping results on the score set page and download a report of mapped and unmapped variants.</p>
+<p>Mapping failures do not prevent datasets from being published in MaveDB, but mapped variants
+are required for certain features such as <span class="xref std std-ref">variant search</span>, linkages with
+certain <a class="reference internal" href="external_integrations.html#external-integrations"><span class="std std-ref">external resources</span></a>, and inclusion in <a class="reference internal" href="mavemd/index.html#mavemd"><span class="std std-ref">MaveMD</span></a>.</p>
+</div>
+</section>
+<section id="mapping-integrations">
+<span id="end-mapping-process"></span><h2>Mapping integrations<a class="headerlink" href="#mapping-integrations" title="Link to this heading">¶</a></h2>
+<p id="id2">Mapped variants are integral to MaveDB’s integration with <a class="reference internal" href="external_integrations.html#external-integrations"><span class="std std-ref">external data sources</span></a>. Whereas variants prior to mapping
+are only described with respect to the target sequence, mapped variants can be linked to
+genomic coordinates and transcripts, enabling connections to resources such as ClinVar, gnomAD,
+and ClinGen. Mapped variants also enable MaveDB to provide
+<a class="reference external" href="https://vrs.ga4gh.org/en/stable/">GA4GH VRS</a> representations of variants for download and programmatic access via the MaveDB API.</p>
+<p>This mapping and the integrations they facilitate enhance the utility of MaveDB and power MaveMD by enabling features
+like <a class="reference internal" href="mavemd/variant_search.html#variant-search"><span class="std std-ref">variant search</span></a> and <a class="reference internal" href="score_calibrations.html#score-calibrations"><span class="std std-ref">score calibrations</span></a>.</p>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Variant Mapping</a><ul>
+<li><a class="reference internal" href="#mapping-process">Mapping process</a></li>
+<li><a class="reference internal" href="#mapping-integrations">Mapping integrations</a></li>
+</ul>
+</li>
+</ul>
+
+  </div>
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="controlled_vocabulary.html"
+                          title="previous chapter">MAVE controlled vocabulary</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="upload_guide.html"
+                          title="next chapter">Depositing your data into MaveDB</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/variant_mapping.rst.txt"
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+    </ul>
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+             >next</a> |</li>
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+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Variant Mapping</a></li> 
+      </ul>
+    </div>
+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, MaveDB Developers.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
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+</html>
\ No newline at end of file
diff --git a/public/docs/mavedb/variant_search.html b/public/docs/mavedb/variant_search.html
new file mode 100644
index 00000000..1652f893
--- /dev/null
+++ b/public/docs/mavedb/variant_search.html
@@ -0,0 +1,86 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
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+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>&lt;no title&gt; &#8212; MaveDB 2025.5.2 documentation</title>
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+             accesskey="I">index</a></li>
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+    <ul class="this-page-menu">
+      <li><a href="_sources/variant_search.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
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+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
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+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
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+      <h3>Navigation</h3>
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+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">&lt;no title&gt;</a></li> 
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+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, Alan F Rubin et al..
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\ No newline at end of file
diff --git a/public/docs/mavedb/visualizations.html b/public/docs/mavedb/visualizations.html
new file mode 100644
index 00000000..4db589e5
--- /dev/null
+++ b/public/docs/mavedb/visualizations.html
@@ -0,0 +1,163 @@
+<!DOCTYPE html>
+
+<html lang="en" data-content_root="./">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Visualizations &#8212; MaveDB 2025.5.2 documentation</title>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=4848ba22" />
+    <link rel="stylesheet" type="text/css" href="_static/pyramid.css?v=a5b9c134" />
+    <link rel="stylesheet" type="text/css" href="_static/graphviz.css?v=eafc0fe6" />
+    <link rel="stylesheet" type="text/css" href="_static/styles.css?v=1cacb62a" />
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+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+    <link rel="next" title="MaveDB API" href="api/index.html" />
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+<![endif]-->
+
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+      <h3>Navigation</h3>
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+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="api/index.html" title="MaveDB API"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="assay_facts.html" title="Assay facts"
+             accesskey="P">previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Visualizations</a></li> 
+      </ul>
+    </div>  
+
+    <div class="document">
+      <div class="documentwrapper">
+        <div class="bodywrapper">
+          <div class="body" role="main">
+            
+  <section id="visualizations">
+<h1>Visualizations<a class="headerlink" href="#visualizations" title="Link to this heading">¶</a></h1>
+<p id="visualizations-intro">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum at risus ac urna dapibus dapibus. Praesent congue, justo sit amet hendrerit varius, nibh nibh imperdiet lorem, non interdum turpis orci non odio. Integer vel mi euismod, varius erat non, feugiat augue.</p>
+<ul class="simple">
+<li><p>Curabitur facilisis nibh quis arcu dignissim.</p></li>
+<li><p>Sed non odio ut sapien iaculis accumsan.</p></li>
+<li><p>Phasellus luctus urna a mauris faucibus.</p></li>
+</ul>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Quisque vitae lectus eget nunc imperdiet feugiat. Morbi non mi sed magna sollicitudin sagittis.</p>
+</div>
+<section id="example">
+<span id="end-visualizations-intro"></span><h2>Example<a class="headerlink" href="#example" title="Link to this heading">¶</a></h2>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+
+<span class="n">data</span> <span class="o">=</span> <span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span>
+<span class="n">labels</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">,</span> <span class="s2">&quot;B&quot;</span><span class="p">,</span> <span class="s2">&quot;C&quot;</span><span class="p">,</span> <span class="s2">&quot;D&quot;</span><span class="p">]</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">labels</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;#4C78A8&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Sample Visualization&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Category&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Value&quot;</span><span class="p">)</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
+<section id="heatmap">
+<h3>Heatmap<a class="headerlink" href="#heatmap" title="Link to this heading">¶</a></h3>
+</section>
+<section id="histogram">
+<span id="end-heatmap-viz"></span><span id="heatmap-viz"></span><h3>Histogram<a class="headerlink" href="#histogram" title="Link to this heading">¶</a></h3>
+</section>
+<section id="protein-structure-viewer">
+<span id="end-histogram-viz"></span><span id="histogram-viz"></span><h3>Protein structure viewer<a class="headerlink" href="#protein-structure-viewer" title="Link to this heading">¶</a></h3>
+</section>
+</section>
+</section>
+
+
+            <div class="clearer"></div>
+          </div>
+        </div>
+      </div>
+      <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
+        <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Visualizations</a><ul>
+<li><a class="reference internal" href="#example">Example</a><ul>
+<li><a class="reference internal" href="#heatmap">Heatmap</a></li>
+<li><a class="reference internal" href="#histogram">Histogram</a></li>
+<li><a class="reference internal" href="#protein-structure-viewer">Protein structure viewer</a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+
+  </div>
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="assay_facts.html"
+                          title="previous chapter">Assay facts</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="api/index.html"
+                          title="next chapter">MaveDB API</a></p>
+  </div>
+  <div role="note" aria-label="source link">
+    <h3>This Page</h3>
+    <ul class="this-page-menu">
+      <li><a href="_sources/visualizations.rst.txt"
+            rel="nofollow">Show Source</a></li>
+    </ul>
+   </div>
+<div id="searchbox" style="display: none" role="search">
+  <h3 id="searchlabel">Quick search</h3>
+    <div class="searchformwrapper">
+    <form class="search" action="search.html" method="get">
+      <input type="text" name="q" aria-labelledby="searchlabel" autocomplete="off" autocorrect="off" autocapitalize="off" spellcheck="false"/>
+      <input type="submit" value="Go" />
+    </form>
+    </div>
+</div>
+<script>document.getElementById('searchbox').style.display = "block"</script>
+        </div>
+      </div>
+      <div class="clearer"></div>
+    </div>
+    <div class="related" role="navigation" aria-label="related navigation">
+      <h3>Navigation</h3>
+      <ul>
+        <li class="right" style="margin-right: 10px">
+          <a href="genindex.html" title="General Index"
+             >index</a></li>
+        <li class="right" >
+          <a href="api/index.html" title="MaveDB API"
+             >next</a> |</li>
+        <li class="right" >
+          <a href="assay_facts.html" title="Assay facts"
+             >previous</a> |</li>
+        <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+        <li class="nav-item nav-item-this"><a href="">Visualizations</a></li> 
+      </ul>
+    </div>
+    <div class="footer" role="contentinfo">
+    &#169; Copyright 2017-2025, MaveDB Developers.
+      Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 7.2.6.
+    </div>
+  </body>
+</html>
\ No newline at end of file
diff --git a/src/docs/mavedb/accession_numbers.rst b/src/docs/mavedb/accession_numbers.rst
index 2663f41d..93e6f80a 100644
--- a/src/docs/mavedb/accession_numbers.rst
+++ b/src/docs/mavedb/accession_numbers.rst
@@ -1,12 +1,15 @@
 MaveDB accession numbers
 ============================
 
+.. _accession-numbers-intro:
+
 MaveDB accession numbers use the `URN (Uniform Resource Name) format <https://tools.ietf.org/html/rfc8141>`_.
 The accession numbers have a hierarchical structure that reflects the relationship between
-experiment sets, experiments, score sets, and individual variants in MaveDB.
+experiment sets, experiments, score sets, and individual variants in MaveDB. URNs are also used to uniquely identify
+other resources in MaveDB, such as calibrations and collections.
 
-All public accession numbers start with the string `urn:mavedb:` followed by the experiment set number
-(eight digits, zero-padded).
+URNs within the experiment set/experiment/score set/variant hierarchy start with the string `urn:mavedb:` 
+followed by the experiment set number (eight digits, zero-padded).
 Experiments are indexed by letter within the experiment set.
 If necessary, ``aa``, ``ab``, etc. will follow ``z``.
 Score sets are indexed by number within the experiment.
@@ -28,9 +31,13 @@ Score sets are indexed by number within the experiment.
    * - ``tmp:446191af-c1f8-4891-9f67-de152e9d328b``
      - temporary accession number
 
+.. _end-accession-numbers-intro:
+
 Meta-analysis accession numbers
 ####################################
 
+.. _meta-analysis-accession-numbers:
+
 Meta-analysis score sets use the special ``0`` experiment instead of a letter.
 
 Meta-analysis score sets that include data from a single experiment set will use that experiment set's number.
@@ -38,10 +45,28 @@ For meta-analyses that use data from multiple experiment sets,
 a new experiment set number will be assigned for all meta-analyses that include data from the same experiment sets.
 These meta-analysis-only experiment sets will only contain the ``0`` experiment.
 
+.. _end-meta-analysis-accession-numbers:
+
 Temporary accession numbers
 ###################################
 
+.. _temporary-accession-numbers:
+
 When first uploaded, records are given a temporary accession number starting with ``tmp:``.
 These temporary accessions are not structured according to the record type.
 
 MaveDB URNs are created when the temporary records are made publicly viewable by publishing a score set.
+
+.. _end-temporary-accession-numbers:
+
+URNs for other resources
+###################################
+
+.. _other-resources-urns:
+
+Other resources in MaveDB that exists outside of the data set hierarchy, such as calibrations and collections, also use URNs starting with ``urn:mavedb:``.
+This is followed by a resource type identifier (e.g., ``calibration``, ``collection``) and a unique
+resource identifier. For example, the URN for a calibration resource might be
+``urn:mavedb:calibration-11111111-2222-3333-aaaa-bbbbccccdddd``.
+
+.. _end-other-resources-urns:
\ No newline at end of file
diff --git a/src/docs/mavedb/accounts.rst b/src/docs/mavedb/accounts.rst
index 7bafc213..f2d00b91 100644
--- a/src/docs/mavedb/accounts.rst
+++ b/src/docs/mavedb/accounts.rst
@@ -1,28 +1,40 @@
 User account management
 ==================================
 
+.. _user-accounts-intro:
+
 User account authentication in MaveDB is handled through `ORCID iD <https://orcid.org/>`_.
 If you do not have an `ORCID iD <https://orcid.org/>`_, you can register a new one for free using their service.
 
 Your MaveDB account will be created once you log in for the first time.
 
+You must have logged in at least once to MaveDB using your ORCID iD in order to be added as a :ref:`contributor<data-set-contributors>` to a dataset.
+
+.. _end-user-accounts-intro:
+
 Setting an email address
 ###################################
 
+.. _setting-email-address:
+
 MaveDB can only view public email addresses associated with your `ORCID iD <https://orcid.org/>`_.
 If you do not have one of these set and would like to receive emails from MaveDB,
 you can provide an email address using the `Profile settings page <https://www.mavedb.org/#/settings/>`_
-(requires login).
+(requires login). To upload datasets, you must provide an email address.
 
-MaveDB will send automatic emails when upload tasks complete or when your dataset permissions are changed.
-MaveDB maintainers will also use this email address to notify you of important updates that affect the usability of
-your datasets.
+.. _end-setting-email-address:
 
 API access tokens
 ###################################
 
-Users can generate an API access token to access :ref:`private datasets<Temporary accession numbers>` via API
-using the `Profile settings page <https://www.mavedb.org/#/settings/>`_ (requires login).
+.. _api-access-tokens:
+
+Users may generate an API access token to authenticate with the `MaveDB API <https://api.mavedb.org/docs>`_. This token
+will allow you to perform actions such as uploading and modifying datasets programmatically, fetching :ref:`private data sets<temporary-accession-numbers>`, 
+or managing your account. You can generate and revoke API access tokens using the 
+`Profile settings page <https://www.mavedb.org/#/settings/>`_ (requires login). 
 
 Only one API access token can be active for a given account.
-Generating a new token will invalidate the old one.
\ No newline at end of file
+Generating a new token will invalidate the old one.
+
+.. _end-api-access-tokens:
\ No newline at end of file
diff --git a/src/docs/mavedb/api/index.rst b/src/docs/mavedb/api/index.rst
new file mode 100644
index 00000000..18c70a33
--- /dev/null
+++ b/src/docs/mavedb/api/index.rst
@@ -0,0 +1,10 @@
+MaveDB API
+==================================
+
+.. _mavedb-api-intro:
+
+The MaveDB API provides programmatic access to MaveDB data and functionality.
+
+You can explore the API documentation at the following link: `MaveDB API Documentation <https://api.mavedb.org/docs>`_.
+
+.. _end-mavedb-api-intro:
\ No newline at end of file
diff --git a/src/docs/mavedb/assay_facts.rst b/src/docs/mavedb/assay_facts.rst
new file mode 100644
index 00000000..ffc643e5
--- /dev/null
+++ b/src/docs/mavedb/assay_facts.rst
@@ -0,0 +1,60 @@
+Assay facts
+===================================
+
+.. _assay-facts-intro:
+
+MaveDB captures key facts about the experimental assay used to generate variant effect measurements
+from controlled keywords based on a :ref:`controlled vocabulary<mave controlled vocabulary>`. This information is then used
+to generate a concise summary of assay facts that is displayed on the score set page.
+
+.. figure:: images/brca1_assay_facts_example.png
+   :name: assay-facts-example
+   :alt: Assay facts section from a MaveDB score set page
+   :align: left
+
+   Example of the assay facts section from a score set
+
+   This figure shows the assay facts section from 
+   `urn:mavedb:00000097-0-2 <https://mavedb.org/score-sets/urn:mavedb:00000097-0-2>`_,
+   which describes saturation genome editing of *BRCA1*.
+
+.. _end-assay-facts-intro:
+
+Assay fact sheet properties
+------------------------------------
+
+.. _assay-fact-sheet-properties:
+
+**Gene Symbol**
+    The HGNC gene symbol for the target gene being assayed.
+
+**Assay type**
+   The type of functional assay used to measure variant effects. This corresponds to the :ref:`phenotypic assay method<phenotypic assay method>` controlled vocabulary term.
+
+**Molecular mechanism**
+   The molecular mechanism by which the assay measures variant effects. This corresponds to the :ref:`molecular mechanism<molecular mechanism assessed>` controlled vocabulary term.
+
+**Variant consequences detected**
+    The types of variant consequences that the assay is capable of detecting. This corresponds to the :ref:`phenotypic assay mechanism<phenotypic assay mechanism>` controlled vocabulary term.
+
+**Model system**
+    The biological system in which the assay was performed. This corresponds to the :ref:`model system<phenotypic assay model system>` controlled vocabulary term.
+
+**Detects splicing variants**
+   Whether the assay is capable of detecting splicing variants. Based on assay design, and inferred based on a combination of the :ref:`variant library creation method<variant library creation methods>` and
+   other terms.
+
+**Detects nonsense-mediated decay (NMD) variants**
+   Whether the assay is capable of detecting NMD variants. Based on assay design, and inferred based on a combination of the :ref:`variant library creation method<variant library creation methods>` and
+   other terms.
+
+**OddsPaths**
+    The Odds of Pathogenicity score calculated for abnormal and normal functional readouts, if applicable. These OddsPaths are based on the framework described in `Brnich et al., 2019 <https://doi.org/10.1186/s13073-019-0690-2>`_.
+
+    .. note::
+       OddsPath calculations are provided when available. 
+       
+       For some assays, MaveDB maintainers may have selected OddsPaths other than those submitted by the data contributor,
+       based on updated calibrations or reanalyses of the data. In these cases, the source of the OddsPath scores will be indicated on the score set page.
+
+.. _end-assay-fact-sheet-properties:
\ No newline at end of file
diff --git a/src/docs/mavedb/bulk_downloads.rst b/src/docs/mavedb/bulk_downloads.rst
new file mode 100644
index 00000000..f193d493
--- /dev/null
+++ b/src/docs/mavedb/bulk_downloads.rst
@@ -0,0 +1,32 @@
+Bulk downloads
+==================================
+
+.. _bulk-downloads:
+
+A complete set of MaveDB data and metadata is available as a bulk download 
+hosted on `Zenodo <https://zenodo.org/>`_.
+
+.. note::
+   The associated DOI for the most recent version of the archive is
+   `10.5281/zenodo.11201736 <https://doi.org/10.5281/zenodo.11201736>`_.
+
+   The archive will be updated twice yearly in May and November.
+
+The archive contains a single JSON document called ``main.json`` that provides
+the structured metadata for every :ref:`experiment set<experiment sets>`,
+:ref:`experiment<experiments>`, and :ref:`score set<score sets>`.
+Score set data is provided in ``.csv`` format,
+with separate score and count files for each record as appropriate.
+Each file is named using the :ref:`score set urn<mavedb accession numbers>`.
+
+Users who are interested in downloading a large number of MaveDB datasets are
+strongly encouraged to use and cite these archival releases, 
+particularly for machine learning or AI-based studies where the associated data
+needs to be clearly identified for reproducibility.
+
+Datasets released using the `CC0 <https://creativecommons.org/public-domain/cc0/>`_
+public domain license are included in the archive, and this is the license
+applied to the archive itself.
+Datasets provided by MaveDB under other licenses are not currently included.
+
+.. _end-bulk-downloads:
\ No newline at end of file
diff --git a/src/docs/mavedb/citation.rst b/src/docs/mavedb/citation.rst
index cfc359ec..caa8b2b9 100644
--- a/src/docs/mavedb/citation.rst
+++ b/src/docs/mavedb/citation.rst
@@ -1,7 +1,21 @@
 Citing MaveDB
 ==================================
 
-When citing MaveDB, please refer to:
+.. _citing-mavedb:
+
+When citing MaveDB, please refer to the most recent publication:
+
+Rubin AF, Stone J, Bianchi AH, Capodanno BJ, Da EY, Dias M, Esposito D, 
+Frazer J, Fu Y, Grindstaff SB, Harrington MR, Li I, McEwen AE, Min JK, Moore N, 
+Moscatelli OG, Ong J, Polunina PV, Rollins JE, Rollins NJ, Snyder AE, 
+Tam A, Wakefield MJ, Ye SS, Starita LM, Bryant VL, Marks DS, Fowler DM. 
+MaveDB 2024: a curated community database with over seven million variant effects from multiplexed functional assays. 
+*Genome Biol.* 2025 Jan 21;26(1):13. 
+doi: `10.1186/s13059-025-03476-y <https://doi.org/10.1186/s13059-025-03476-y>`_.
+PMID: `39838450 <https://pubmed.ncbi.nlm.nih.gov/39838450/>`_;
+PMCID: `PMC11753097 <http://www.ncbi.nlm.nih.gov/pmc/articles/pmc11753097/>`_.
+
+The previous citation is:
 
 Esposito D, Weile J, Shendure J, Starita LM, Papenfuss AT, Roth FP, Fowler DM, Rubin AF.
 MaveDB: an open-source platform to distribute and interpret data from multiplexed assays of variant effect.
@@ -13,3 +27,5 @@ PMCID: `PMC6827219 <http://www.ncbi.nlm.nih.gov/pmc/articles/pmc6827219/>`_.
 When citing data downloaded from MaveDB, please refer to the MaveDB publication (above) as well as the original
 publications where the datasets were reported.
 These citations are usually available on the associated experiment and score set pages.
+
+.. _end-citing-mavedb:
\ No newline at end of file
diff --git a/src/docs/mavedb/collections.rst b/src/docs/mavedb/collections.rst
new file mode 100644
index 00000000..cf824a0b
--- /dev/null
+++ b/src/docs/mavedb/collections.rst
@@ -0,0 +1,106 @@
+Data set collections
+============================================
+
+.. _data-collections-intro:
+
+To make it easier to share, organize, and find related data sets that might not be part of the same experiment or study, 
+MaveDB supports the concept of "collections". A collection is a group of related :ref:`experiments<experiments>` 
+and :ref:`score sets<score sets>` that can be browsed and shared together. Collections can be created for any 
+purpose, such as grouping data sets from a specific publication, project, or research group.
+
+Collections which you are an owner or member of will show up on data set pages when the data set is a member of the collection.
+
+.. _end-data-collections-intro:
+
+Creating Collections
+--------------------------------------------
+
+.. _creating-collections:
+
+To create a new collection, click on the dropdown menu under your user profile in the top-right corner of the MaveDB interface and select "Collections".
+From there, you can click the "Add an empty collection" button. You will be prompted to provide a name and description for your collection, 
+set its privacy level, and add any users you wish to share it with.
+
+Alternatively, when viewing an :ref:`experiment<experiments>` or :ref:`score set<score sets>`, you can add it to a new or existing collection by clicking the "Save to a collection" button
+that appears under the assay facts sheet.
+
+.. _end-creating-collections:
+
+Collection Privacy
+--------------------------------------------
+
+.. _collection-privacy:
+
+When creating a collection, you can choose to make it either public or private. Public collections can be viewed by anyone visiting MaveDB, while private collections can only be accessed by you 
+and the users you explicitly share them with.
+
+.. note::
+    Even if a collection is private, the individual :ref:`experiments<experiments>` and :ref:`score sets<score sets>` within it will still be subject to their own privacy settings.
+    For example, if a private collection contains a public score set, that score set will still be accessible to anyone with its accession number, even if they cannot view the collection itself.
+
+.. _end-collection-privacy:
+
+Collection Permissions
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _collection-permissions:
+
+When creating or managing a collection, you can specify which users have access to it. You can add other MaveDB users by their ORCiD. There are three levels of permissions you can assign to users for a collection:
+
+* **Viewer**: Users can view the collection and its contents but cannot make any changes.
+* **Editor**: Users can add or remove items from the collection and modify its metadata, but cannot change its permissions or privacy settings.
+* **Admin**: Users have full control over the collection, including managing permissions for other users and updating its privacy settings.
+
+.. note::
+    As a collection owner, you will always have admin permissions and cannot be removed from the collection. As the owner of the record, you are
+    also the only user who may delete the collection.
+
+.. _end-collection-permissions:
+
+Managing collections
+--------------------------------------------
+
+.. _managing-collections:
+
+To edit or manage an existing collection, navigate to the collection page via the "Collections" link in the user profile dropdown menu.
+From there, you can update the collection's name and description, change its privacy settings, manage user permissions, 
+and add or remove experiments and score sets from the collection.
+
+.. _end-managing-collections:
+
+Adding and removing items from collections
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _modifying-collections:
+.. _add-to-collection:
+
+To add an :ref:`experiment<experiments>` or :ref:`score set<score sets>` to a collection, navigate to the item's page and click the "Save to a collection" button located under the assay facts sheet.
+You can then select an existing collection or create a new one to add the item to. Alternatively, you can add items directly from the collection page by clicking the "Add items" button and pasting 
+the :ref:`accessions<mavedb accession numbers>` for the desired experiments or score sets. You must have the requisite permissions on the item to add it to a collection.
+
+.. _end-add-to-collection:
+.. _remove-from-collection:
+
+To remove items from a collection, navigate to the collection page, click the edit icon next to the score set or experiment list, select the items you wish to remove, and click the "Remove" button.
+Changes are not saved until you click the "Save" button at the bottom of the dialog box.
+
+.. _end-remove-from-collection:
+.. _sharing-collections:
+
+If your collection is private, you can allow other MaveDB users to access it by :ref:`adding their users as viewers<collection-permissions>`. If your collection
+is public, anyone can view it without needing to be added explicitly. Simply share the URL of the collection page with others to give them access.
+
+.. _end-sharing-collections:
+.. _end-modifying-collections:
+
+Official Collections
+--------------------------------------------
+
+.. _official-collections:
+
+Some collections in MaveDB are designated as "official" collections. These collections are curated by the MaveDB team and contain high-quality, well-annotated data sets that are of particular interest to the community.
+
+You can identify official collections by a special badge on their collection page, and they are often highlighted in MaveDB communications and promotions. These collections are also linked
+from any data set page that is included in the official collection.
+
+.. _end-official-collections:
\ No newline at end of file
diff --git a/src/docs/mavedb/conf.py b/src/docs/mavedb/conf.py
index a1102c06..675620d1 100644
--- a/src/docs/mavedb/conf.py
+++ b/src/docs/mavedb/conf.py
@@ -1,30 +1,17 @@
 import json
-
-# Configuration file for the Sphinx documentation builder.
-#
-# This file only contains a selection of the most common options. For a full
-# list see the documentation:
-# https://www.sphinx-doc.org/en/master/usage/configuration.html
-
-# -- Path setup --------------------------------------------------------------
-
-# If extensions (or modules to document with autodoc) are in another directory,
-# add these directories to sys.path here. If the directory is relative to the
-# documentation root, use os.path.abspath to make it absolute, like shown here.
-#
-# import os
-# import sys
-# sys.path.insert(0, os.path.abspath('.'))
+import os
 
 
 # -- Project information -----------------------------------------------------
 
 project = "MaveDB"
-copyright = "2017-2023, Alan F Rubin et al."
-author = "Alan F Rubin et al."
+copyright = "2017-2025, MaveDB Developers"
+author = "MaveDB Developers"
 
 # The full version, including alpha/beta/rc tags
-release = json.load(open("../../../package.json", "rt"))["version"]
+release = os.getenv("MAVEDB_VERSION")
+if release is None:
+    raise ValueError("$MAVEDB_VERSION not set")
 
 
 # -- General configuration ---------------------------------------------------
@@ -41,12 +28,12 @@
 numfig = True
 
 # Add any paths that contain templates here, relative to this directory.
-templates_path = ["_templates"]
+templates_path = ["templates"]
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.
 # This pattern also affects html_static_path and html_extra_path.
-exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
+exclude_patterns = ["build", "images", "static", "Thumbs.db", ".DS_Store"]
 
 
 # -- Options for HTML output -------------------------------------------------
@@ -63,8 +50,8 @@
 
 # -- General substitutions and link targets ----------------------------------
 rst_epilog = """
-.. _MaveDB issue tracker: https://github.com/VariantEffect/mavedb-ui/issues
-.. _MaveDB GitHub: https://github.com/VariantEffect/mavedb-ui
+.. _MaveDB issue tracker: https://github.com/VariantEffect/mavedb-api/issues
+.. _MaveDB GitHub: https://github.com/VariantEffect/mavedb-api
 .. _MAVE-HGVS: https://www.mavedb.org/docs/mavehgvs
 """
 
diff --git a/src/docs/mavedb/controlled_vocabulary.rst b/src/docs/mavedb/controlled_vocabulary.rst
new file mode 100644
index 00000000..398b750e
--- /dev/null
+++ b/src/docs/mavedb/controlled_vocabulary.rst
@@ -0,0 +1,215 @@
+MAVE controlled vocabulary
+===================================
+
+.. _controlled-vocabulary-intro:
+
+Experiments may be tagged with a controlled set of terms. These keywords offer a structured vocabulary 
+for describing key aspects of the experiment, such as the type of assay performed, the biological system used, 
+or the specific techniques employed.
+
+Although such information may also be included in the free-text methods or abstract fields,
+using controlled keywords ensures consistency across experiments and facilitates more effective searches
+and visualizations for end users.
+
+For the information you submit to MaveDB to be maximally useful to others,
+we strongly encourage you to provide controlled keywords in the following four categories that describe key aspects of the assay:
+
+(1) The method and characteristics of genetic perturbation
+(2) Details of the phenotypic assay used to assess variant effects
+(3) Information about the cellular and environmental contexts of the assays 
+(4) The sequencing strategy for associating variants with effects.
+
+.. seealso::
+    For more information on how these controlled keywords are used in MaveDB, see the :ref:`Assay facts` section.
+    
+.. _end-controlled-vocabulary-intro:
+
+Available controlled vocabulary terms
+***************************************
+
+.. _controlled-vocabulary-terms:
+
+Variant library creation methods
+#######################################
+
+.. _variant-library-creation-methods:
+
+This category describes the method used to generate the variant library for the MAVE experiment. 
+
+* Endogenous locus library method
+* In vitro construct library method
+* N/A (for meta-analyses or other experiments without a variant library)
+* Other (include a brief description)
+
+After selecting a method, you should also include both the method system and mechanism used to create the variant library.
+
+.. _end-variant-library-creation-methods:
+
+Delivery method
+#######################################
+
+.. _delivery-method:
+
+The delivery method describes how the variant induction machinery and/or the construct was delivered
+to the model system. Possible options include:
+
+* Electroporation
+* Nucleofection
+* Chemical-based transfection
+* Adeno-associated virus transduction
+* Lentivirus transduction
+* Chemical or heat shock transformation
+* Other (include a brief description)
+
+.. _end-delivery-method:
+    
+Phenotypic assay dimensionality
+#######################################
+
+.. _phenotypic-assay-dimensionality:
+
+This category describes the dimensionality of the functional readouts of the assay.
+
+Possible types:
+
+* Single-dimensional data (e.g., single fluorescence measurement)
+* High-dimensional data (e.g., ML/AI-enabled imaging/classification)
+* Combined functional data (multiple assays combined)
+* Other (include a brief description)
+
+.. _end-phenotypic-assay-dimensionality:
+
+Phenotypic assay method
+#######################################
+
+.. _phenotypic-assay-method:
+
+Assay method defining the molecular properties interrogated. Terms are aligned to OBI (root OBI_0000070: “assay”).
+
+Possible types:
+
+* Promoter activity detection by reporter gene assay
+* Bulk RNA-sequencing
+* Single-cell RNA sequencing assay
+* Fluorescence in-situ hybridization (FISH) assay
+* Flow cytometry assay
+* Imaging mass cytometry assay
+* Systematic evolution of ligands by exponential enrichment assay
+* Single cell imaging
+* Multiplexed fluorescent antibody imaging
+* Binding assay
+* Cell proliferation assay
+* Survival assessment assay
+* Other (include a brief description)
+
+.. _end-phenotypic-assay-method:
+
+Phenotypic assay mechanism
+#######################################
+
+.. _phenotypic-assay-mechanism:
+
+The biological mechanism by which the assay detects variant effects. Terms are aligned to `gene ontology <https://geneontology.org/>`_ biological process terms.
+
+Possible types:
+
+* Dominant-negative effect
+* Gain of function
+* Loss of function
+* Gain or loss of function
+* Loss of function or dominant-negative effect
+* Other (include a brief description)
+
+.. _end-phenotypic-assay-mechanism:
+
+Phenotypic assay model system
+#######################################
+
+.. _phenotypic-assay-model-system:
+
+Context influencing phenotype expression.
+
+Possible types:
+
+* Immortalized human cells
+* Murine primary cells
+* Induced pluripotent stem cells from human male
+* Induced pluripotent stem cells from human female
+* Patient derived primary cells
+* Yeast
+* Bacteria
+* Bacteriophage
+* Molecular display
+* Other (include a brief description)
+
+Optionally provide codings for specific cell lines (e.g., Cell Line Ontology) and taxonomy identifiers where applicable.
+
+.. _end-phenotypic-assay-model-system:
+
+Phenotypic assay profiling strategy
+#######################################
+
+.. _phenotypic-assay-profiling-strategy:
+
+Variant profiling strategy used to capture variant frequency vs. assay outcome. Required.
+
+Possible types:
+
+* Direct sequencing
+* Shotgun sequencing
+* Barcode sequencing
+
+.. _end-phenotypic-assay-profiling-strategy:
+
+Phenotypic assay sequencing read type
+#######################################
+
+.. _phenotypic-assay-sequencing-read-type:
+
+Sequencing read type used in the assay. Required.
+
+Possible types:
+
+* Single-segment (short read)
+* Single-segment (long read)
+* Multi-segment
+
+.. _end-phenotypic-assay-sequencing-read-type:
+
+Molecular mechanism assessed
+#######################################
+
+.. _molecular-mechanism-assessed:
+
+Molecular mechanism by which the assay measures variant effects.
+
+Possible types:
+
+* Catalytic and Cysteine synthase activity
+* Catalytic and Hydroxymethylbilane synthase activity
+* Catalytic and Lipid phosphatase activity
+* Catalytic and Thiamine diphosphokinase activity
+* Cellular response to cisplatin, DNA repair and Double-strand break repair via homologous recombination
+* DNA damage response, signal transduction by p53 class mediator and MDM2/MDM4 family protein binding
+* DNA repair and Double-strand break repair via homologous recombination
+* Double-strand break repair, damage response, signal transduction by p53 class mediator and Response to etoposide
+* Molecular function
+* Monoatomic ion transport and Potassium channel activity
+* Sodium channel activity
+* Calcium-mediated signaling
+* Catalytic and Gluconokinase activity
+* Catalytic activity and Ornithine carbamoyltransferase activity
+* Core promoter sequence-specific DNA binding
+* DNA damage checkpoint signaling
+* DNA and Mismatch repair
+* Molecular condensate scaffold activity
+* Monoatomic ion transport and Sodium ion transport
+* Oxidative phosphorylation
+* Protein carboxylation
+* Protein glycosylation
+* Protein localization to plasma membrane
+* Regulation of protein stability
+* Response to misfolded protein
+
+.. _end-molecular-mechanism-assessed:
+.. _end-controlled-vocabulary-terms:
\ No newline at end of file
diff --git a/src/docs/mavedb/data_formats.rst b/src/docs/mavedb/data_formats.rst
index 7dd70ea2..ccf23ba6 100644
--- a/src/docs/mavedb/data_formats.rst
+++ b/src/docs/mavedb/data_formats.rst
@@ -1,21 +1,30 @@
 Data table formats
 ============================
 
+.. _data-table-formats-intro:
+
 MaveDB accepts and provides data tables in CSV format.
 Each row of the data table describes a single variant, and variants are described using `MAVE-HGVS`_ format.
 All other columns are expected to be floating point values.
 
+.. _end-data-table-formats-intro:
+
 Variant columns
 ############################
 
+.. _variant-columns:
+
 For both score and count data tables, there are three variant columns:
 
-* ``hgvs_nt`` describes variants with respect to the nucleotide :ref:`target sequence<Target sequence information>`
-* ``hgvs_tx`` describes variants with respect to a transcript model
-* ``hgvs_pro`` describes variants with respect to the amino acid :ref:`target sequence<Target sequence information>`
+* ``hgvs_nt`` describes variants with respect to the nucleotide :ref:`target sequence<targets>`
+* ``hgvs_splice`` describes variants with respect to a transcript model
+* ``hgvs_pro`` describes variants with respect to the amino acid :ref:`target sequence<targets>`
+
+``hgvs_nt`` and ``hgvs_pro`` variants are required to be described in relation to the score set :ref:`target<targets>`.
 
-``hgvs_nt`` and ``hgvs_pro`` variants are required to be described in relation to the score set target sequence,
-rather than to an external reference sequence.
+All variants must be described in `MAVE-HGVS`_ format, which is a subset of the `HGVS <https://varnomen.hgvs.org/>`_ format.
+This includes using the appropriate prefix (``c.`` for coding DNA, ``n.`` for non-coding DNA, ``p.`` for protein) and
+using brackets for complex variants that affect multiple positions (e.g. ``c.[123A>G;125_T>C]``).
 
 If ``hgvs_nt`` is present, it will be used as the primary key for distinguishing variants and must be unique.
 Otherwise, ``hgvs_pro`` will be used as the primary key.
@@ -26,14 +35,47 @@ Otherwise, ``hgvs_pro`` will be used as the primary key.
    `standard amino acid translation table
    <https://www.ncbi.nlm.nih.gov/Taxonomy/Utils/wprintgc.cgi?chapter=cgencodes#SG1>`_ for validation.
 
-The ``hgvs_tx`` variants are not validated against a transcript model or target sequence.
-This is a convenience feature for datasets that contain splice variants; most datasets will not use ``hgvs_tx``.
-Datasets that use ``hgvs_tx`` must also have ``hgvs_nt``, which is used as the primary key,
+The ``hgvs_splice`` variants are not validated against a transcript model or target sequence.
+This is a convenience feature for datasets that contain splice variants; most datasets will not use ``hgvs_splice``.
+Datasets that use ``hgvs_splice`` must also have ``hgvs_nt``, which is used as the primary key,
 and the ``hgvs_nt`` variants must use the ``'g.'`` prefix.
 
+.. _end-variant-columns:
+
+Fully-qualified variants 
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _fully-qualified-variants:
+
+'Fully-qualified variants' refer to variants which are submitted with complete information about their transcript or relative sequence.
+For accession based targets, this means variants are submitted with respect to a specific RefSeq or Ensembl transcript (e.g: ``NM_000546.5:c.215C>G``).
+When submitting accession based targets, MaveDB requires fully-qualified variants to ensure unambiguous mapping to the target sequence.
+
+For sequence-based targets, fully-qualified variants include the full sequence context of the variant. When you are submitting variants
+with respect to a single sequence-based target, your variants need not be fully-qualified. However, if you are submitting variants
+with respect to multiple sequence-based targets, MaveDB requires fully-qualified variants to ensure unambiguous mapping to the correct target sequence.
+You should use the target label as the prefix for the variant (e.g: ``target1:c.215C>G``).
+
+For more information on targets, see the :ref:`targets<targets>` section.
+
+.. _end-fully-qualified-variants:
+
+Base editor data
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _base-editor-data:
+
+If you are submitting data from a base editor experiment, you must also include a column ``guide_sequence`` in your score and/or count data table.
+This column should contain the guide RNA sequence used to generate each variant. This column is required for base editor datasets, and replaces the
+``hgvs_nt`` column as the primary key for variants. As such, it must be unique.
+
+.. _end-base-editor-data:
+
 Score table columns
 ############################
 
+.. _score-table-columns:
+
 All score tables must have a column named ``score`` that describes the score of that variant in the assay.
 Score tables may have any number of additional numeric columns.
 
@@ -41,6 +83,9 @@ Suggested numeric columns include a standard deviation or variance,
 or some other measure of uncertainty for the score such as a 95% confidence interval
 (represented as two columns, e.g. ``ci_lower`` and ``ci_upper``).
 
+.. warning::
+   Do not submit patient data or anything which could be used to identify individuals to MaveDB.
+
 Score sets that describe experiments with multiple replicates often include the score and standard deviation for each
 replicate as additional columns.
 
@@ -49,13 +94,17 @@ we recommend encoding the categories as integers and describing the mapping betw
 :ref:`free text methods<Free text metadata>`.
 Support for additional data columns with string data will be added in a future version to support this use case.
 
+.. _end-score-table-columns:
+
 Score table examples
 ----------------------------------
 
+.. _score-table-examples:
+
 Here is a short excerpt from the score table for
 `urn:mavedb:00000003-a-1 <https://mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/>`_.
 
-That this dataset uses ``hgvs_nt`` as the primary variant key.
+This dataset uses ``hgvs_nt`` as the primary variant key.
 It has several additional data columns with the scores and error estimates for multiple biological replicates.
 
 Note that some variants do not have a score.
@@ -78,11 +127,34 @@ such as a score in an individual replicate or some counts.
    c.[1G>T;97_99delinsGGG],NA,p.[Asp1Tyr;Pro33Gly],NA,NA,NA,0.159,-0.177,0.445,-0.583,0.500,-0.323,0.537,-0.470,NA,NA,0.284,0.188
    c.476G>T,NA,p.Gly159Val,-1.192,0.100,0.000,0.141,-1.050,0.079,-1.557,0.030,-0.969,0.114,-1.030,0.126,-1.264,0.168,-1.303
 
+.. _end-score-table-examples:
+
 Count table columns
 ##################################
 
+.. _count-table-columns:
+
 Count data are optional for MaveDB score sets, but are recommended.
 
 There are no required columns for count data,
 but uploaders should decide on an intuitive naming convention for the column names and describe it in the
 :ref:`free text methods<Free text metadata>`.
+
+.. _end-count-table-columns:
+
+Metadata files
+##################################
+
+.. _metadata-files:
+
+Users may also upload metadata files in JSON format to provide additional structured metadata about the columns in the score and count tables.
+These files should be named ``score_columns_metadata.json`` and ``count_columns_metadata.json`` respectively. These files are
+optional, but recommended.
+
+The metadata files should contain a JSON object where each key is a column name from the corresponding data table,
+and the value is another JSON object with additional metadata about that column. The additional JSON object may contain the following fields:
+
+* ``description``: A string describing the column.
+* ``details``: A string with additional details about the contents of the column (optional).
+
+.. _end-metadata-files:
\ No newline at end of file
diff --git a/src/docs/mavedb/data_licensing.rst b/src/docs/mavedb/data_licensing.rst
deleted file mode 100644
index 45f4f354..00000000
--- a/src/docs/mavedb/data_licensing.rst
+++ /dev/null
@@ -1,18 +0,0 @@
-Data licensing
-============================
-
-When uploading score set information to the database, the user can choose one of three licenses:
-
-* `CC BY-NC-SA 4.0 (Attribution-NonCommercial-ShareAlike) <https://creativecommons.org/licenses/by-nc-sa/4.0/>`_
-* `CC BY 4.0 (Attribution) license <https://creativecommons.org/licenses/by/4.0/>`_
-* `CC0 (Public domain) <https://creativecommons.org/publicdomain/zero/1.0/>`_
-
-By default, new score sets will have the non-commercial license.
-The license can be changed after publication, but previously-downloaded copies of the dataset will retain the license
-they were downloaded under.
-The license is listed in the header of downloaded CSV files and also in the API.
-
-Users also have the option of adding a free-text data usage policy to a score set, such as terms that dictate use of
-pre-publication data.
-For example, data producers may wish to assert their right to publish the results of certain analyses first.
-The data usage policy will be added to the header of any downloaded data files if one is present.
diff --git a/src/docs/mavedb/data_set_search.rst b/src/docs/mavedb/data_set_search.rst
new file mode 100644
index 00000000..0ed48c4b
--- /dev/null
+++ b/src/docs/mavedb/data_set_search.rst
@@ -0,0 +1,9 @@
+Data Set Search
+===================================
+
+.. _data-set-search-intro:
+
+MaveDB provides a search interface to help users find relevant data sets.
+You can access the search page by clicking on the "Search" link in the top navigation bar.
+
+.. _end-data-set-search-intro:
\ No newline at end of file
diff --git a/src/docs/mavedb/external_integrations.rst b/src/docs/mavedb/external_integrations.rst
new file mode 100644
index 00000000..4d0f95cb
--- /dev/null
+++ b/src/docs/mavedb/external_integrations.rst
@@ -0,0 +1,44 @@
+External integrations
+===========================================
+
+.. _external-integrations-intro:
+
+MaveDB integrates with several external resources to enhance the usability and interoperability of the data it hosts.
+
+.. _end-external-integrations-intro:
+
+ClinGen
+-------------------------------------------
+
+.. _clingen-integration:
+
+
+
+.. _end-clingen-integration:
+
+
+ClinVar
+-------------------------------------------
+
+.. _clinvar-integration:
+
+
+.. _end-clinvar-integration:
+
+
+gnomAD
+-------------------------------------------
+
+.. _gnomad-integration:
+
+
+.. _end-gnomad-integration:
+
+
+GA4GH VRS
+-------------------------------------------
+
+.. _ga4gh-vrs-integration:
+
+
+.. _end-ga4gh-vrs-integration:
\ No newline at end of file
diff --git a/src/docs/mavedb/faqs.rst b/src/docs/mavedb/faqs.rst
new file mode 100644
index 00000000..5e83361e
--- /dev/null
+++ b/src/docs/mavedb/faqs.rst
@@ -0,0 +1,17 @@
+Frequently Asked Questions
+===================================
+
+.. _faqs:
+
+Where can I find help or contact support for MaveDB?
+-----------------------------------------------------
+
+.. _contact-support:
+
+The :ref:`MaveDB documentation` provides detailed information on various topics related to MaveDB.
+If you have specific questions, can't find what you're looking for or need further assistance, you can contact the MaveDB support team by messaging us on 
+Zulip at `MaveDB Zulip <https://mavedb.zulipchat.com/>`_. 
+
+If you have specific feature requests or bug reports, you can also create an issue on the `MaveDB issue tracker <https://github.com/VariantEffect/mavedb-api/issues>`_.
+
+.. _end-contact-support:
\ No newline at end of file
diff --git a/src/docs/mavedb/getting_started.rst b/src/docs/mavedb/getting_started.rst
new file mode 100644
index 00000000..9d1fa2f6
--- /dev/null
+++ b/src/docs/mavedb/getting_started.rst
@@ -0,0 +1,56 @@
+Getting started with MaveDB
+==================================
+
+.. _getting-started-intro:
+
+This documentation provides an overview of MaveDB and instructions for uploading, publishing, accessing and exploring datasets in addition
+to detailed descriptions of other MaveDB features.
+
+.. _end-getting-started-intro:
+
+What is MaveDB?
+-----------------------------------
+
+.. _what-is-mavedb:
+
+.. _end-what-is-mavedb:
+
+Uploading data
+###################################
+
+.. _getting-started-with-uploading-data:
+
+.. _end-getting-started-with-uploading-data:
+
+Publishing data
+###################################
+
+.. _getting-started-with-publishing-data:
+
+.. _end-getting-started-with-publishing-data:
+
+Accessing data
+###################################
+
+.. _getting-started-with-accessing-data:
+
+.. _end-getting-started-with-accessing-data:
+
+
+Exploring data
+###################################
+
+.. _getting-started-with-exploring-data:
+
+.. _end-getting-started-with-exploring-data:
+
+Additional resources
+###################################
+
+.. _getting-started-with-additional-resources:
+
+.. include:: ./mavemd/index.rst
+    :start-after: .. _mavemd-index:
+    :end-before: .. _end-mavemd-index
+
+.. _end-getting-started-with-additional-resources:
diff --git a/src/docs/mavedb/images/brca1_assay_facts_example.png b/src/docs/mavedb/images/brca1_assay_facts_example.png
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HcmV?d00001

diff --git a/src/docs/mavedb/index.rst b/src/docs/mavedb/index.rst
index a9544163..0ffadcab 100644
--- a/src/docs/mavedb/index.rst
+++ b/src/docs/mavedb/index.rst
@@ -8,15 +8,31 @@ Source code is available from the `MaveDB GitHub`_ under the
 `AGPLv3 license <https://www.gnu.org/licenses/agpl-3.0.en.html>`_.
 To report issues or request new features, please use the `MaveDB issue tracker`_.
 
+.. _index:
+
 .. toctree::
    :maxdepth: 2
 
+   getting_started
    accounts
+   record_types/index
+   targets
+   score_calibrations
+   data_formats
+   controlled_vocabulary
+   variant_mapping
    upload_guide
    publishing
-   record_types
-   data_formats
-   target_sequences
+   data_set_search
+   bulk_downloads
+   collections
+   mavemd/index
+   assay_facts
+   visualizations
+   api/index
+   external_integrations
    accession_numbers
-   data_licensing
+   faqs
    citation
+
+.. _end-index:
\ No newline at end of file
diff --git a/src/docs/mavedb/mavemd/clinical_view.rst b/src/docs/mavedb/mavemd/clinical_view.rst
new file mode 100644
index 00000000..cb3fab09
--- /dev/null
+++ b/src/docs/mavedb/mavemd/clinical_view.rst
@@ -0,0 +1,8 @@
+Variant Clinical View
+===================================
+
+.. _clinical-view-intro:
+
+Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed euismod, urna eu tincidunt consectetur, nisi nisl aliquam eros, a facilisis enim leo nec urna. Mauris non tempor quam, et lacinia sapien. Mauris accumsan eros eget libero posuere vulputate.
+
+.. _end-clinical-view-intro:
\ No newline at end of file
diff --git a/src/docs/mavedb/mavemd/curation.rst b/src/docs/mavedb/mavemd/curation.rst
new file mode 100644
index 00000000..799b8745
--- /dev/null
+++ b/src/docs/mavedb/mavemd/curation.rst
@@ -0,0 +1,8 @@
+Data Set Curation
+===================================
+
+.. _data-set-curation-intro:
+
+Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed euismod, urna eu tincidunt consectetur, nisi nisl aliquam eros, a facilisis enim leo ac sapien. Pellentesque habitant morbi tristique senectus et netus et malesuada fames ac turpis egestas. Integer nec odio. Praesent libero. Sed cursus ante dapibus diam.
+
+.. _end-data-set-curation-intro:
\ No newline at end of file
diff --git a/src/docs/mavedb/mavemd/evaluating_functional_assays.rst b/src/docs/mavedb/mavemd/evaluating_functional_assays.rst
new file mode 100644
index 00000000..11f17d8f
--- /dev/null
+++ b/src/docs/mavedb/mavemd/evaluating_functional_assays.rst
@@ -0,0 +1,15 @@
+Evaluating functional assays
+===================================
+
+.. _evaluating-functional-assays-intro:
+
+When evaluating functional assays for their suitability in variant effect mapping studies,
+consideration should be given to several key factors that can influence the quality and interpretability of the
+results. These factors include the dimensionality of the assay, the method used, the biological mechanism
+assessed, and the model system employed.
+
+MaveDB uses a :ref:`controlled vocabulary<MAVE controlled vocabulary>` to capture these key aspects of functional assays
+and generate concise summaries of :ref:`assay facts<assay facts>` for each score set. These summaries can
+help users quickly assess the relevance and reliability of the data for their specific research questions.
+
+.. _end-evaluating-functional-assays-intro:
\ No newline at end of file
diff --git a/src/docs/mavedb/mavemd/index.rst b/src/docs/mavedb/mavemd/index.rst
new file mode 100644
index 00000000..8a4b3204
--- /dev/null
+++ b/src/docs/mavedb/mavemd/index.rst
@@ -0,0 +1,17 @@
+MaveMD
+==================================
+
+MaveMD refers to a suite of tools and features associated with MaveDB that facillitate the clinical interpretation
+of variants based on variant effect measurements from MAVE assays.
+
+.. _mavemd-index:
+
+.. toctree::
+   :maxdepth: 2
+
+   variant_search
+   curation
+   clinical_view
+   evaluating_functional_assays
+
+.. _end-mavemd-index:
\ No newline at end of file
diff --git a/src/docs/mavedb/mavemd/variant_search.rst b/src/docs/mavedb/mavemd/variant_search.rst
new file mode 100644
index 00000000..ac87e35e
--- /dev/null
+++ b/src/docs/mavedb/mavemd/variant_search.rst
@@ -0,0 +1,8 @@
+Variant Search
+===================================
+
+.. _variant-search-intro:
+
+Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed euismod, urna eu tincidunt consectetur, nisi nisl aliquam eros, a facilisis enim leo nec urna. Mauris non tempor quam, et lacinia sapien. Mauris accumsan eros eget libero posuere vulputate.
+
+.. _end-variant-search-intro:
\ No newline at end of file
diff --git a/src/docs/mavedb/publishing.rst b/src/docs/mavedb/publishing.rst
index db97b953..5655da1a 100644
--- a/src/docs/mavedb/publishing.rst
+++ b/src/docs/mavedb/publishing.rst
@@ -1,21 +1,45 @@
 Making your data public
 ==================================
 
+.. _publishing-data:
+
 When first created, records are given a :ref:`temporary accession number<Temporary accession numbers>`
 beginning with ``tmp:`` instead of ``urn:mavedb:``.
 
-Temporary records are only visible to the uploader.
-If you want to access these datasets via API, you can create an API key on your user profile page.
+Temporary records are only visible to the uploader and to any :ref:`contributors<contributors>` that 
+have been added to the record.
+If you want to access these datasets via API, you can create an API key on your user profile page to enable authentication.
 
 When the record is ready to be made public, you can click on the padlock icon to "publish" the record.
-Note that when the data is published, several fields (including the target sequence, scores, and counts)
-will become un-editable.
-Most free-text metadata can still be revised after the dataset becomes public,
+
+.. warning::
+    Once a record is published, it cannot be unpublished. If you need to fix errors in a dataset after publication,
+    see: :ref:`deprecating score sets`.
+
+Once the data is published, several fields (including the :ref:`target<targets>`, scores, and counts)
+will become un-editable. However, most free-text metadata can still be revised after the dataset becomes public,
 and changes to these fields are tracked.
 
+.. note::
+    Score sets are the only record type that can be published. When the first score set associated with an experiment
+    is published, the associated experiment and experiment set will also become public.
+
+.. _end-publishing-data:
+
+Data licensing
+------------------------------------
+
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _data-licensing:
+   :end-before: .. _end-data-licensing:
+
 Deprecating score sets
-###################################
+------------------------------------
+
+.. _deprecating-data:
 
 If you need to fix an error after a dataset becomes public and is no longer editable,
 MaveDB supports the deprecation of score sets.
 When creating a new score set, the user can specify an existing score set to replace.
+
+.. _end-deprecating-data:
\ No newline at end of file
diff --git a/src/docs/mavedb/record_types.rst b/src/docs/mavedb/record_types.rst
deleted file mode 100644
index 7ea6fb22..00000000
--- a/src/docs/mavedb/record_types.rst
+++ /dev/null
@@ -1,84 +0,0 @@
-Record types
-============================
-
-MaveDB has three kinds of records: experiment set, experiment, and score set.
-These records are organized hierarchically.
-Each experiment set can contain multiple experiments and each experiment can contain multiple score sets.
-MaveDB also supports meta-analysis score sets, which are based on one or more existing score sets.
-Each of these record types are described in more detail below.
-
-.. figure:: images/brca1_mavedb_cartoon.svg
-   :name: experiment-set-cartoon
-   :alt: cartoon schematic of an experiment set with multiple experiments and score sets in MaveDB
-   :align: left
-
-   Schematic of an experiment set.
-
-   This cartoon shows the experiment set for
-   `urn:mavedb:00000003 <https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/>`_,
-   which describes two distinct assays performed on a single *BRCA1* variant library,
-   each with two associated score sets.
-   This nested structure is typical of a MaveDB record describing a complex study with multiple elements.
-   Note that each assay (symbolized by the yeast and bacteriophage and their associated sequencing instruments)
-   is described in its own experiment record,
-   and that each experiment has its own score set records that describe the analysis and results
-   (symbolized by the computer and data table).
-
-Experiment sets
-###################################
-
-Experiment sets do not have their own data or metadata and are used to group related experiments,
-such as when different functional assays are performed on the same target and described in the same publication
-(`example experiment set <https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/>`_).
-
-In general, an experiment set should contain data for a single target.
-It is not necessary to include all data from a single publication or research project under one experiment set.
-
-Experiment sets are automatically created when the first associated experiment is saved.
-
-Experiments
-###################################
-
-Experiments describe the data generated from performing a MAVE on a target.
-This includes all steps of the experimental procedure up to and including high-throughput sequencing.
-Library construction, assay design, and sequencing strategy are all described in the experiment
-(`example experiment <https://www.mavedb.org/#/experiments/urn:mavedb:00000003-a/>`_).
-
-.. seealso::
-   Data analysis steps including read filtering, read counting, and score calculation are described in a
-   :ref:`score set<Score sets>`.
-
-Publications that perform more than one functional assay should be represented as multiple experiments organized under
-a single experiment set, and each functional assay should be described in its own experiment record.
-This still applies to experimental designs where the differences between assays were relatively minor,
-such as varying the temperature or the concentration of a small molecule.
-
-To assign a new experiment to an existing experiment set, use the 'Add an experiment' button on the experiment set page.
-
-Replicate assays should not be reported as separate experiments,
-instead the number and nature of the replicates should be clearly stated in the experiment's methods section.
-
-Score sets
-###################################
-
-Score sets are records that describe the scores generated from the raw data described in their associated experiment.
-This includes all steps following the high-throughput sequencing step, including read filtering, read counting, and
-score calculations (`example score set <https://www.mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/>`_).
-
-Multiple score sets should be used when distinct methods were used to calculate scores for raw data described by the
-experiment.
-The most common use case for multiple score sets is when scores are calculated at nucleotide resolution and amino
-acid resolution for deep mutational scanning data.
-
-To assign a new score set to an existing experiment, use the dropdown at the top of the score set form.
-
-When uploading results based on imputation or complex normalization,
-it's recommended to upload a more raw form of the scores (e.g. enrichment ratios) as a normal score set,
-and then use :ref:`meta-analysis score sets<Meta-analysis score sets>` to describe the imputed or normalized results.
-
-Meta-analysis score sets
------------------------------------
-
-Meta-analysis score sets have all the same attributes as a regular score set,
-but they are linked to existing score sets rather than an existing experiment
-(`example meta-analysis score set <https://www.mavedb.org/#/score-sets/urn:mavedb:00000055-0-1/>`_).
diff --git a/src/docs/mavedb/record_types/experiment_sets.rst b/src/docs/mavedb/record_types/experiment_sets.rst
new file mode 100644
index 00000000..ccad0ecc
--- /dev/null
+++ b/src/docs/mavedb/record_types/experiment_sets.rst
@@ -0,0 +1,16 @@
+Experiment sets
+###################################
+
+.. _experiment-sets-intro:
+
+Experiment sets do not have their own data or metadata and are used to group related experiments,
+such as when different functional assays are performed on the same target and described in the same publication
+(`example experiment set <https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/>`_).
+
+In general, an experiment set should contain data for a single target.
+It is not necessary to include all data from a single publication or research project under one experiment set.
+
+Experiment sets are automatically created when the first associated experiment is saved. To subsequently add
+an experiment to the experiment set, use the 'Add an experiment' button on the experiment set page.
+
+.. _end-experiment-sets-intro:
\ No newline at end of file
diff --git a/src/docs/mavedb/record_types/experiments.rst b/src/docs/mavedb/record_types/experiments.rst
new file mode 100644
index 00000000..9708ae3a
--- /dev/null
+++ b/src/docs/mavedb/record_types/experiments.rst
@@ -0,0 +1,92 @@
+Experiments
+============================================
+
+.. _experiment-intro:
+
+Experiments describe the data generated from performing a MAVE on a target.
+This includes all steps of the experimental procedure up to and including high-throughput sequencing.
+Library construction, assay design, and sequencing strategy are all described in the experiment record
+(`example experiment <https://www.mavedb.org/#/experiments/urn:mavedb:00000003-a/>`_).
+
+.. seealso::
+   Data analysis steps including read filtering, read counting, and score calculation are described in a
+   :ref:`score set<score sets>`.
+
+Publications that perform more than one functional assay should be represented as multiple experiments organized under
+a single :ref:`experiment set<experiment sets>`, and each functional assay should be described in its own experiment record.
+This still applies to experimental designs where the differences between assays were relatively minor,
+such as varying the temperature or the concentration of a small molecule.
+
+Replicate assays should not be reported as separate experiments,
+instead the number and nature of the replicates should be clearly stated in the experiment's methods section.
+
+.. _end-experiment-intro:
+
+To assign a new experiment to an existing experiment set, use the 'Add an experiment' button on the experiment set page.
+
+Experiment contributors
+-----------------------------------
+
+.. include:: ./metadata_guide.rst
+   :start-after: .. _data-set-contributors:
+   :end-before: .. _end-data-set-contributors:
+
+Experiment metadata
+------------------------------------
+
+.. _experiment-metadata:
+
+**Title**
+   The title of the experiment, to be displayed at the top of the experiment record page.
+
+**Short description**
+   A brief summary of the experiment. This should be one or two sentences that summarize the experiment and are displayed
+   in search results to give users an overview of the experiment.
+
+**Abstract**
+   A longer description of the experiment, including the motivation for performing it and a summary of the approach taken.
+   The focus should be on describing the MAVE experiment rather than the full study.
+   This field supports `Markdown <https://daringfireball.net/projects/markdown/>`_ formatting.
+
+   .. note::
+      It is common for experiments and score sets from the same study to share the same abstract text.
+
+**Methods**
+   A detailed description of the experimental methods used to generate the data, starting from raw sequence data.
+   This field should include information on:
+   * Variant library construction methods
+   * Description of the functional assay, including model system and selection type
+   * Sequencing strategy and sequencing technology
+   * Structure of biological or technical replicates (if applicable)
+
+**DOIs**
+   A list of `Digital Object Identifiers (DOIs) <https://www.doi.org/>`_ for any digital resources associated with the experiment.
+   
+   .. warning::
+      DOIs for publications should not be provided here; instead, they should be included in the publication identifiers section.
+
+**Contributors**
+   A list of the people who contributed to the experiment.
+   Each contributor should be identified by their ORCID iD.
+
+**Publication identifiers**
+   A list of identifiers for publications associated with the experiment. These may be DOIs, PubMed IDs, bioRxiv IDs, or
+   medRxiv IDs. If you are providing multiple identifiers, you may select one identifier as the primary identifier for the experiment.
+   This publication should be the main publication describing the experiment.
+
+**Raw read identifiers**
+   A list of accession numbers for the raw sequencing data generated from the experiment.
+   These should link to entries in public repositories such as the `Sequence Read Archive (SRA) <https://www.ncbi.nlm.nih.gov/sra>`__
+   or `Array Express <https://www.ebi.ac.uk/biostudies/arrayexpress>`__.
+   If multiple sequencing runs were performed as part of the experiment, all relevant accession numbers should be provided.
+
+**Extra metadata**
+   A JSON object containing any additional metadata relevant to the experiment that does not fit into the standard fields.
+   This may include information such as experimental conditions, protocols, or other details specific to the experiment.
+
+**Controlled Keywords**
+   A list of keywords relevant to the experiment.
+   These keywords will be used to improve searchability of the experiment within MaveDB. For additional guidance on selecting controlled keywords,
+   see the :ref:`Controlled Keywords<mave controlled vocabulary>` section.
+
+.. _end-experiment-metadata:
\ No newline at end of file
diff --git a/src/docs/mavedb/record_types/index.rst b/src/docs/mavedb/record_types/index.rst
new file mode 100644
index 00000000..bc4b7a2a
--- /dev/null
+++ b/src/docs/mavedb/record_types/index.rst
@@ -0,0 +1,41 @@
+Record types
+==================================
+
+.. _record-types:
+
+MaveDB has three kinds of records: :ref:`experiment sets<experiment sets>`, :ref:`experiments<experiments>`, and :ref:`score sets<score sets>`.
+These records are organized hierarchically.
+Each experiment set can contain multiple experiments and each experiment can contain multiple score sets.
+MaveDB also supports meta-analysis score sets, which are based on one or more existing score sets.
+Each of these record types are described in more detail below.
+
+.. _end-record-types:
+
+.. figure:: ../images/brca1_mavedb_cartoon.svg
+   :name: experiment-set-cartoon
+   :alt: cartoon schematic of an experiment set with multiple experiments and score sets in MaveDB
+   :align: left
+
+   Schematic of an experiment set.
+
+   This cartoon shows the experiment set for
+   `urn:mavedb:00000003 <https://www.mavedb.org/#/experiment-sets/urn:mavedb:00000003/>`_,
+   which describes two distinct assays performed on a single *BRCA1* variant library,
+   each with two associated score sets.
+   This nested structure is typical of a MaveDB record describing a complex study with multiple elements.
+   Note that each assay (symbolized by the yeast and bacteriophage and their associated sequencing instruments)
+   is described in its own experiment record,
+   and that each experiment has its own score set records that describe the analysis and results
+   (symbolized by the computer and data table).
+
+.. _record-types-index:
+
+.. toctree::
+   :maxdepth: 2
+
+   experiment_sets
+   experiments
+   score_sets
+   metadata_guide
+
+.. _end-record-types-index:
\ No newline at end of file
diff --git a/src/docs/mavedb/record_types/metadata_guide.rst b/src/docs/mavedb/record_types/metadata_guide.rst
new file mode 100644
index 00000000..c442aaff
--- /dev/null
+++ b/src/docs/mavedb/record_types/metadata_guide.rst
@@ -0,0 +1,306 @@
+Data set metadata and properties
+-----------------------------------
+
+.. _data-set-metadata-intro:
+
+MaveDB experiment and score set records include required and optional metadata fields
+to describe the data being deposited.
+These metadata fields are described in detail below, along with formatting guidelines and a checklist of required information.
+
+.. _end-data-set-metadata-intro:
+.. _shared-metadata:
+
+Free text metadata
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _free-text-metadata:
+
+Experiments and score sets both have descriptive free text fields.
+These are the title, short description, abstract, and methods. 
+
+.. note::
+    These four fields are required when uploading an experiment or score set.
+
+While the title and short description are plain text, the abstract and methods support
+`Markdown <https://daringfireball.net/projects/markdown/>`_ formatting with embedded equations using
+`MathML <https://www.w3.org/Math/>`_, converted using `Pandoc <https://pandoc.org/>`_.
+
+Title
+    The title of the experiment or score set, to be displayed at the top of the record page.
+Short description
+    The short description is displayed in the search results table. It should summarize the entry at a high level in one
+    or two sentences.
+Abstract
+    The abstract should describe the motivation and approach for the dataset.
+    Some MaveDB abstracts include a summary of the results of the related publications but many do not.
+    The entry describes the MAVE data rather than a full study so the submitter should use their judgement when deciding
+    what details are most relevant.
+
+    .. note::
+        It is common that experiments and score sets share the same abstract text if they are from the same study.
+
+Methods
+    The methods section should describe the approach in a condensed form,
+    suitable for a specialist audience of MAVE researchers. The methods section for experiments and score sets
+    have different recommended content, as described below.
+
+    For an experiment, the methods section should include:
+
+    * Variant library construction methods
+    * Description of the functional assay, including model system and selection type
+    * Sequencing strategy and sequencing technology
+    * Structure of biological or technical replicates (if applicable)
+
+    For a score set, the methods section should include:
+
+    * Sequence read filtering approach
+    * Description of the statistical model for converting counts to scores, including normalization
+    * Description of additional data columns included in the score or count tables, including column naming conventions
+    * Details of how replicates were combined (if applicable)
+
+    For a meta-analysis score set, the methods section should include:
+
+    * Description of the statistical model for converting the linked scores or counts into the scores presented
+    * Description of additional data columns included in the score or count tables, including column naming conventions
+
+.. _end-free-text-metadata:
+
+Digital Object Identifiers (DOIs)
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _digital-object-identifiers:
+
+You may include a list of `DOIs <https://www.doi.org/>`_ for any digital resources associated with the experiment or score set.
+You might use this field to link to datasets stored in other repositories, code repositories containing analysis pipelines, etc.
+    
+.. warning::
+    DOIs for publications should not be provided here; instead, they should be included in the publication identifiers section.
+
+.. _end-digital-object-identifiers:
+
+Publication details
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _publication-details:
+
+Publications can be included by entering their `PubMed ID <https://pubmed.ncbi.nlm.nih.gov/>`_, `bioRxiv ID <https://www.biorxiv.org/>`_,
+`medRxiv ID <https://www.medrxiv.org/>`_, or `DOI <https://www.doi.org/>`_ and they will appear as formatted references.
+
+You will also have the option to indicate a primary publication for the experiment or score set. This publication will be more prominently displayed
+and should describe the research contribution to which this experiment or score set is most closely related.
+
+.. note::
+    Publications included in an experiment will be automatically linked to score sets associated with that experiment.
+
+.. _end-publication-details:
+
+Contributors
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _data-set-contributors:
+
+When a record in MaveDB is created and assigned a temporary accession number,
+it is only accessible to the "owner" user.
+
+The owner can add additional users to the record by editing the record and
+specifying that user's `ORCID iD <https://orcid.org/>`_ in the Contributors field.
+The prospective contributor must have logged into MaveDB at least once.
+
+.. note::
+    Contributors added to a dataset will not automatically be added as contributors to associated records.
+    You will need to add them separately in each record form.
+
+    For instance, contributors added to an experiment will not automatically be added as contributors to associated score sets, nor will
+    contributors added to a score set be added to the associated experiment. You will need to add them separately in each record form.
+
+Contributors have the same permissions on the dataset as the owner, with the exception that 
+users added to a record as contributors will not be able to delete the record. This permission is reserved
+for the record owner and MaveDB administrators only.
+
+.. _end-data-set-contributors:
+
+Optional structured metadata
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _optional-structured-metadata:
+
+Data sets also support the inclusion of optional `JSON <https://www.json.org/>`_-formatted metadata.
+This can be used to describe features like genomic coordinates for a target sequence or score cutoff ranges that the
+uploader would like to be more easily machine-readable than if this information was included in free text.
+
+If optional metadata is included, the uploader should describe it in the score set methods.
+
+.. _end-optional-structured-metadata:
+.. _end-shared-metadata:
+
+Experiment specific metadata
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _experiment-specific-metadata:
+
+In addition to the shared metadata fields described above, experiments also support the following specific metadata fields:
+
+Raw data accessions
+##################################
+
+.. _raw-data-accessions:
+
+Experimenters are encouraged to deposit their raw sequence data in a public repository and link it to the relevant
+experiment record(s).
+
+MaveDB currently supports accession numbers for:
+
+* `ArrayExpress <https://www.ebi.ac.uk/arrayexpress/>`_
+* `BioProject <https://www.ncbi.nlm.nih.gov/bioproject/>`_
+* `Gene Expression Omnibus <https://www.ncbi.nlm.nih.gov/geo/>`_
+* `Sequence Read Archive <https://www.ncbi.nlm.nih.gov/sra>`_
+
+Raw data that is stored elsewhere may be included via the DOI field.
+
+.. _end-raw-data-accessions:
+
+Keywords
+##################################
+
+.. _controlled-keywords:
+
+Experiments may be tagged with optional, :ref:`controlled keywords<MAVE controlled vocabulary>`.
+
+These keywords improve searchability of the records within MaveDB and facilitate the generation of
+:ref:`assay facts<assay facts>` summaries.
+
+.. note::
+    While keywords are optional, we strongly encourage you to include them when uploading an experiment or score set
+    given the contextual benefits they provide.
+
+    In a future release, providing a minimal set of controlled keywords may become a requirement for uploading new records.
+
+.. _end-controlled-keywords:
+.. _end-experiment-metadata:
+
+Score set specific metadata
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _score-set-specific-metadata:
+
+In addition to the shared metadata fields described above, score sets also support the following specific metadata fields:
+
+Licenses
+###################################
+
+.. _data-licensing:
+
+When uploading score set information to the database, the user can choose one of three licenses:
+
+* `CC0 (Public domain) <https://creativecommons.org/publicdomain/zero/1.0/>`_
+* `CC BY 4.0 (Attribution) license <https://creativecommons.org/licenses/by/4.0/>`_
+* `CC BY-SA 4.0 (Attribution-ShareAlike) <https://creativecommons.org/licenses/by-sa/4.0/>`_
+
+.. note::
+    Only datasets licensed under CC0 will be included as part of the :ref:`bulk download archive<Bulk downloads>`.
+
+By default, new score sets will have the CC0 license.
+The license can be changed after publication, but previously downloaded copies of the dataset will retain the license
+they were downloaded under.
+The license is listed in the header of downloaded CSV files and also in the API.
+
+Users also have the option of adding a free-text data usage policy to a score set, such as terms that dictate use of
+pre-publication data.
+For example, data producers may wish to assert their right to publish the results of certain analyses first.
+The data usage policy will be added to the header of any downloaded data files if one is present.
+
+.. _end-data-licensing:
+
+Score set targets
+###################################
+
+.. include:: ../targets.rst
+    :start-after: .. _targets-intro:
+    :end-before: .. _end-targets-intro:
+
+Score calibrations
+###################################
+:ref:`score calibrations`
+
+Variant tables
+###################################
+
+You must upload at least one variant score CSV file when creating a new score set. 
+Optionally, you may also upload a variant count CSV file.
+
+.. include:: ../data_formats.rst
+    :start-after: .. _variant-columns:
+    :end-before: .. _end-variant-columns:
+
+.. seealso::
+    Base editor data follows a slightly different format; see the :ref:`base editor data<base editor data>` section for details.
+
+Score table
+~~~~~~~~~~~~~~~
+.. include:: ../data_formats.rst
+    :start-after: .. _score-table-columns:
+    :end-before: .. _end-score-table-columns:
+
+Counts table
+~~~~~~~~~~~~~~~
+.. include:: ../data_formats.rst
+    :start-after: .. _count-table-columns:
+    :end-before: .. _end-count-table-columns:
+
+Metadata files
+################################
+
+.. include:: ../data_formats.rst
+    :start-after: .. _metadata-files:
+    :end-before: .. _end-metadata-files:
+
+.. _end-score-set-metadata:
+
+Metadata checklist
+-------------------------------------
+
+.. metadata-checklist:
+
+.. _data-set-required-metadata:
+
+For each experiment and score set, you are required to provide the following metadata:
+
+* `Free text metadata`_, including a title, short description, abstract, and methods.
+
+.. _end-data-set-required-metadata:
+.. _data-set-optional-metadata:
+
+You are not required to provide all optional metadata fields, but we strongly encourage you to do so
+to maximize the usability of your data:
+
+* `Digital Object Identifiers (DOIs)`_ for any digital resources associated with the data set.
+* `Publication details`_ for the study reference(s) and any related publications.
+
+.. _end-data-set-optional-metadata:
+.. _experiment-optional-metadata:
+
+For experiments, you are not required but strongly encouraged to provide:
+
+* `Raw data accessions`_ for any raw sequencing data associated with the experiment.
+* `Keywords`_ to improve searchability and facilitate generation of :ref:`assay facts<assay facts>` summaries.
+
+.. _end-experiment-optional-metadata:
+.. _score-set-required-metadata:
+
+For score sets, you are additionally required to provide:
+
+* :ref:`Targets<score set targets>` associated with the score set, including their sequences or accessions and any related metadata.
+* `Licenses`_ and data usage guidelines (if needed) for the score set.
+* `Score table`_ containing the variant scores.
+
+.. _end-score-set-required-metadata:
+.. _score-set-optional-metadata:
+
+You are encouraged to also provide:
+
+* `Score calibrations`_ to provide additional context for interpreting the scores.
+* `Counts table`_ containing the variant counts (if available).
+* `Metadata files`_ containing additional information about the score set.
+
+.. _end-score-set-optional-metadata:
+.. _end-metadata-checklist:
\ No newline at end of file
diff --git a/src/docs/mavedb/record_types/score_sets.rst b/src/docs/mavedb/record_types/score_sets.rst
new file mode 100644
index 00000000..59645c60
--- /dev/null
+++ b/src/docs/mavedb/record_types/score_sets.rst
@@ -0,0 +1,120 @@
+Score sets
+============================================
+
+.. _score-set-intro:
+
+Score sets are records that describe the scores generated from the raw data described in their associated experiment
+and the principal way that users will interact with the data deposited into MaveDB.
+This includes all steps following the high-throughput sequencing step, including read filtering, read counting, and
+score calculations (`example score set <https://www.mavedb.org/#/score-sets/urn:mavedb:00000003-a-1/>`_). All score sets
+must be associated with an existing experiment.
+
+Multiple score sets should be used when distinct methods were used to calculate scores for raw data described by the
+experiment.
+The most common use case for multiple score sets is when scores are calculated at nucleotide resolution and amino
+acid resolution for deep mutational scanning data.
+
+When uploading results based on imputation or complex normalization,
+it's recommended to upload a more raw form of the scores (e.g. enrichment ratios) as a normal score set,
+and then use :ref:`meta-analysis score sets<meta-analysis-score-sets>` to describe the imputed or normalized results.
+
+.. _end-score-set-intro:
+
+To assign a new score set to an existing experiment, use the dropdown at the top of the score set form.
+
+Meta-analysis score sets
+-----------------------------------
+
+.. _meta-analysis-score-sets:
+
+Meta-analysis score sets have all the same attributes as a regular score set,
+but they are linked to existing score sets rather than an existing experiment
+(`example meta-analysis score set <https://www.mavedb.org/#/score-sets/urn:mavedb:00000055-0-1/>`_).
+
+.. _end-meta-analysis-score-sets:
+
+Score set contributors
+-----------------------------------
+
+.. include:: ./metadata_guide.rst
+   :start-after: .. _data-set-contributors:
+   :end-before: .. _end-data-set-contributors:
+
+Deprecating data
+-----------------------------------
+.. include:: ../publishing.rst
+   :start-after: .. _deprecating-data:
+   :end-before: .. _end-deprecating-data:
+
+Score set metadata
+-----------------------------------
+
+.. _score-set-metadata:
+
+**Title**
+   The title of the score set, to be displayed at the top of the score set record page.
+
+**Short description**
+   A brief summary of the score set. This should be one or two sentences that summarize the score set and are displayed
+   in search results to give users an overview of the score set.
+
+**Abstract**
+   A longer description of the score set, including the motivation for performing the analysis and a summary of the approach taken.
+   The focus should be on describing the score set rather than the full study.
+   This field supports `Markdown <https://daringfireball.net/projects/markdown/>`_ formatting.
+
+    .. note::
+        It is common for experiments and score sets from the same study to share the same abstract text.
+
+**Methods**
+    A detailed description of the data analysis methods used to generate the scores from the raw sequence data.
+    This field should include information on:
+
+    * Sequence read filtering approach
+    * Description of the statistical model for converting counts to scores, including normalization
+    * Description of additional data columns included in the score or count tables, including column naming conventions
+    * Details of how replicates were combined (if applicable)
+
+**License and Data usage guidelines**
+    The license under which the score set data is made available and any additional data usage guidelines.
+
+    .. seealso::
+       See the :ref:`licenses section <data licensing>` for more information on available licenses.
+
+**Contributors**
+   A list of the people who contributed to the score set.
+   Each contributor should be identified by their ORCID iD.
+
+**DOIs**
+   A list of `Digital Object Identifiers (DOIs) <https://www.doi.org/>`_ for any digital resources associated with the score set.
+   
+   .. warning::
+      DOIs for publications should not be provided here; instead, they should be included in the publication identifiers section.
+
+**Publication identifiers**
+   A list of identifiers for publications associated with the score set. These may be DOIs, PubMed IDs, bioRxiv IDs, or medRxiv IDs.
+   
+   You will also have the option to indicate a primary publication for the score set. This publication will be more prominently displayed
+   and should describe the research contribution to which this score set is most closely related.
+
+**Extra metadata**
+   An optional JSON object containing additional metadata about the score set. This may include information such as analysis parameters,
+   software versions, or other details specific to the score set. If you are providing additional metadata,,
+   it should be clearly described in the methods section.
+
+**Targets**
+   One or more :ref:`targets<targets>` associated with this score set.
+   Each score set must be associated with at least one target.
+   For experiments that describe variants relative to two or more distinct sequences,
+   such as protein-protein interaction assays that measure the effects of variants in both interacting proteins,
+   multiple targets may be associated with a single score set.
+
+**Score calibrations**
+   An optional list of score calibrations that provide additional context for interpreting the scores in this score set.
+   For more information, see the :ref:`Score calibrations<score calibrations>` section.
+
+**Variant scores and counts**
+   The variant scores and optional counts data tables associated with this score set.
+   For more information on the expected data formats, see the :ref:`Data table formats<data table formats>` section.
+
+.. _end-score-set-metadata:
diff --git a/src/docs/mavedb/score_calibrations.rst b/src/docs/mavedb/score_calibrations.rst
new file mode 100644
index 00000000..f3b913dd
--- /dev/null
+++ b/src/docs/mavedb/score_calibrations.rst
@@ -0,0 +1,8 @@
+Score calibrations
+===================================
+
+.. _score-calibrations-intro:
+
+
+
+.. _end-score-calibrations-intro:
diff --git a/src/docs/mavedb/target_sequences.rst b/src/docs/mavedb/target_sequences.rst
deleted file mode 100644
index d2d962d8..00000000
--- a/src/docs/mavedb/target_sequences.rst
+++ /dev/null
@@ -1,36 +0,0 @@
-Target sequence information
-===========================================
-
-All variants in a MaveDB :ref:`score set<Score sets>` are described relative to a target sequence.
-This target sequence should be the sequence that was mutagenized to create the variant library.
-
-For datasets that target a single functional domain, only that part of the gene should be included as the target.
-If multiple discontinuous functional domains were included in a single experiment,
-the target sequence should be given with the intervening sequence so that coordinates can be mapped back to a
-full-length reference.
-
-While some target sequences match those that appear in sequence databases, others have important differences.
-Examples include codon optimized sequences or non-reference backgrounds.
-Other sequences may not appear in any database, such as synthetic or designed proteins.
-
-When uploading a dataset to MaveDB, it is required that the uploader provide the target sequence.
-If the target is protein coding and variants are only described by their protein changes,
-the target sequence can be an amino acid sequence.
-If variants describing nucleotide changes are present, the target sequence must be a DNA sequence.
-
-.. note::
-   When entering target information for a new score set, users will have the option to use an existing target.
-   Typically users will only want to use an existing target that they created themselves,
-   as even targets with the same name may specify a different part of the gene or alternative sequence.
-
-Targets can also be linked to accession numbers in other databases, including `UniProt <https://www.uniprot.org/>`_,
-`RefSeq <https://www.ncbi.nlm.nih.gov/refseq/>`_, and `Ensembl <https://www.ensembl.org/>`_.
-If the target sequence provided to MaveDB starts partway through the linked sequence
-(such as an assay targeting a single functional domain), the target should have an "offset" term.
-The offset is the integer value that should be added to the MaveDB coordinates
-(which are relative to the target sequence) in order to match the coordinates in the linked sequence.
-
-For example, the target sequence for `urn:mavedb:00000002-a-1 <https://mavedb.org/#/score-sets/urn:mavedb:00000002-a-1/>`_
-is a codon optimized version of the WW domain of YAP1.
-This corresponds to UniProt identifier `P46937 <https://www.uniprot.org/uniprot/P46937>`_ with offset 169,
-meaning that position 1 in the MaveDB score set is position 170 in the UniProt sequence.
diff --git a/src/docs/mavedb/targets.rst b/src/docs/mavedb/targets.rst
new file mode 100644
index 00000000..971ee746
--- /dev/null
+++ b/src/docs/mavedb/targets.rst
@@ -0,0 +1,177 @@
+Targets
+==================================
+
+.. _targets-intro:
+
+All variants in a MaveDB :ref:`score set<score sets>` are described relative to a target. This target
+should describe the sequence that was mutagenized to create the variant library. MaveDB supports two types
+of targets: :ref:`sequence-based targets<sequence-based targets>` and :ref:`accession-based targets<accession-based targets>`.
+
+Each score set in MaveDB must be associated with at least one target. Certain experiments may 
+describe variants relative to two or more distinct sequences, such as protein-protein interaction assays
+that measure the effects of variants in both interacting proteins. In these cases, multiple targets may be
+associated with a single score set.
+
+.. _end-targets-intro:
+
+Sequence-based targets
+-----------------------------------
+
+.. _sequence-based-targets:
+
+Sequence-based targets in MaveDB are based on the full sequence that was mutagenized to create the variant library, 
+which may or may not correspond to a known sequence in an external database. 
+
+You should use this type of target when the exact sequence used in the experiment is not available in an external database, 
+or when important differences exist between the sequence used in the experiment and the corresponding sequence in an 
+external database. Common examples include codon-optimized sequences, non-reference backgrounds, or synthetic sequences.
+
+For datasets that target a single functional domain, only that part of the gene should be included as the target.
+If multiple discontinuous functional domains were included in a single experiment,
+the target sequence should be given with the intervening sequence so that coordinates can be mapped back to a
+full-length reference.
+
+When uploading a sequence-based target to MaveDB, it is required that the uploader provide the target sequence.
+If the target is protein coding and variants are only described by their protein changes,
+the target sequence may be an amino acid sequence.
+If variants describing nucleotide changes are present, the target sequence must be a DNA sequence.
+
+Targets can also be linked to accession numbers in other databases, including `UniProt <https://www.uniprot.org/>`__,
+`RefSeq <https://www.ncbi.nlm.nih.gov/refseq/>`__, and `Ensembl <https://www.ensembl.org/>`__.
+If the target sequence provided to MaveDB starts partway through the linked sequence
+(such as an assay targeting a single functional domain), the target should have an "offset" term.
+The offset is the integer value that should be added to the MaveDB coordinates
+(which are relative to the target sequence) in order to match the coordinates in the linked sequence.
+
+For example, the target sequence for `urn:mavedb:00000002-a-1 <https://mavedb.org/#/score-sets/urn:mavedb:00000002-a-1/>`__
+is a codon optimized version of the WW domain of YAP1.
+This corresponds to UniProt identifier `P46937 <https://www.uniprot.org/uniprot/P46937>`__ with offset 169,
+meaning that position 1 in the MaveDB score set is position 170 in the UniProt sequence.
+
+.. note::
+   If you choose to link a sequence-based target to an external accession, you should consider whether using an accession-based
+   target (described below) is more appropriate.
+
+
+Sequence based target metadata
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _sequence-based-target-metadata:
+
+**Target name**
+   The name of the target sequence. This name will be displayed on the score set page and across the site when referring to this target. 
+   Most users will expect this to be a gene name or a protein name.
+
+**Functional category**
+   The functional category of the target sequence. This should be one of the following controlled vocabulary terms:
+
+   * protein coding
+   * regulatory
+   * other noncoding
+
+**UniProt ID and offset** (optional)
+   The `UniProt <https://www.uniprot.org/>`__ identifier corresponding to the target sequence, if applicable.
+
+**Ensembl ID and offset** (optional)
+   The `Ensembl <https://www.ensembl.org>`__ identifier corresponding to the target sequence, if applicable.
+
+**RefSeq ID and offset** (optional)
+   The `RefSeq <https://www.ncbi.nlm.nih.gov/refseq/>`__ identifier corresponding to the target sequence, if applicable.
+
+**Taxonomy**
+   The organism that the target sequence is derived from, if applicable. MaveDB uses the 
+   `NCBI Taxonomy <https://www.ncbi.nlm.nih.gov/taxonomy>`__ controlled vocabulary for organism names.
+
+**Sequence type**
+   The type of sequence provided for the target. This should be one of the following controlled vocabulary terms:
+
+   * DNA
+   * amino acid
+
+**Sequence**
+   The full sequence of the target used in the experiment. This should be provided as a plain text string
+   containing only valid characters for the specified sequence type (DNA or amino acid).
+
+
+.. _end-sequence-based-target-metadata:
+.. _end-sequence-based-targets:
+
+Accession-based targets
+------------------------------------
+
+.. _accession-based-targets:
+
+Accession-based targets in MaveDB are based on sequences that are fully described in an external database. If your
+variants were generated by editing the genome directly (e.g. using saturation genome editing) or by mutagenizing
+a known reference sequence without any other changes, this target type is appropriate.
+
+.. note::
+   When you use an accession-based target, all variants in the associated score set must be described relative to the
+   accession identifier you provide, regardless of whether there is only a single target for the assay. 
+   
+   For instance, while you might describe a variant as ``c.79A>T`` in a sequence-based target, the same variant would 
+   need to be described as ``NM__000546.6:c.79A>T`` if the target is accession-based using the RefSeq ID ``NM__000546.6``.
+
+   This requirement allows users to better understand the context of the variants in your score set.
+
+When uploading an accession-based target to MaveDB, you may supply either a `RefSeq <https://www.ncbi.nlm.nih.gov/refseq/>`__
+or `Ensembl <https://www.ensembl.org>`__ identifier. MaveDB will automatically retrieve the corresponding sequence and metadata
+from the appropriate external database. These identifiers may refer to either full chromosomes or to individual transcripts/genes.
+
+MaveDB uses both `CDOT <https://cdot.cc>`__ and `SeqRepo <https://github.com/biocommons/seqrepo>`__ to retrieve and cache sequences and metadata for 
+accession-based targets. For more information about how we use these services, see the :ref:`external integrations<external integrations>` section.
+
+.. seealso::
+   :ref:`Base editor score sets<base editor data>` use the same accession-based target format as other score sets. However, even though you will be providing an
+   ``hgvs_nt`` column for your variants, a special ``guide_sequence`` column in your uploaded scores and counts files that indicates the guide sequence used for each variant
+   will be the index column and should be unique.
+
+Accession based target metadata
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _accession-based-target-metadata:
+
+**Target name**
+   The name of the target sequence. This name will be displayed on the score set page and across the site when referring to this target. 
+   Most users will expect this to be a gene name or a protein name.
+
+**Gene name or Assembly name**
+   The gene name (for transcript or gene accessions) or assembly name (for chromosome accessions) corresponding to the target sequence.
+
+**Accession identifier**
+   The `RefSeq <https://www.ncbi.nlm.nih.gov/refseq/>`__ or `Ensembl <https://www.ensembl.org>`__ identifier that describes the target sequence.
+
+**Functional category**
+   The functional category of the target sequence. This should be one of the following controlled vocabulary terms:
+
+   * protein coding
+   * regulatory
+   * other noncoding
+
+.. _end-accession-based-target-metadata:
+.. _end-accession-based-targets:
+
+Multi-target score sets
+------------------------------------
+
+.. _multi-target-score-sets:
+
+Some experiments may describe variants relative to two or more distinct sequences, such as protein-protein interaction assays
+that measure the effects of variants in both interacting proteins. In these cases, multiple targets may be
+associated with a single score set. 
+
+Each target should be described using either the sequence-based or accession-based
+target format described above. A single score set may not mix sequence-based and accession-based targets; all targets
+associated with a given score set must use the same target format.
+
+When describing variants in a multi-target score set, each variant must indicate which target it is relative to. This is done
+by including a label for each target (e.g., "Target 1", "Target 2") and including this label in the variant notation as if it
+were a prefix to the variant. 
+
+For example, if a score set includes two targets labeled "TP53" and "MDM2", a variant
+affecting TP53 might be described as "TP53:p.R175H", while a variant affecting MDM2 might be described as "MDM2:p.G58S".
+
+While optional in single-target score sets, this label is a required field in multi-target score sets to ensure that each variant can be unambiguously
+mapped to the correct target.
+
+.. _end-multi-target-score-sets:
\ No newline at end of file
diff --git a/src/docs/mavedb/upload_guide.rst b/src/docs/mavedb/upload_guide.rst
index 7865e3bb..75ee307e 100644
--- a/src/docs/mavedb/upload_guide.rst
+++ b/src/docs/mavedb/upload_guide.rst
@@ -1,151 +1,96 @@
 Depositing your data into MaveDB
 =======================================
 
+.. _uploading-data-intro:
+
 Creating a complete entry in MaveDB requires several pieces of data and metadata.
-This document includes a checklist of what is required to deposit a study and a description of the required metadata.
+This document includes a checklist of what is required to deposit a study and a description of the required metadata. 
+It also includes details about the optional metadata that we recommend be included to maximize the usability of your data.
 
 For more information on how a dataset in MaveDB is structured,
 including descriptions of experiment sets, experiments, and score sets,
-please see :ref:`Record types`.
-
-Metadata formatting
-###################################
+please see :ref:`record types<record-types>`.
 
-Experiment and score set records contain several different types of required and optional metadata,
-either free text or accession numbers for other databases.
-These elements are described in this section.
+.. _end-uploading-data-intro:
 
-Free text metadata
+Data upload wizard
 -----------------------------------
 
-Experiments and score sets both have descriptive free text fields.
-These are the title, short description, abstract, and methods.
+.. _data-upload-wizard:
 
-The title and short description are plain text.
-The abstract and methods support `Markdown <https://daringfireball.net/projects/markdown/>`_
-formatting with embedded equations using `MathML <https://www.w3.org/Math/>`_,
-converted using `Pandoc <https://pandoc.org/>`_.
+MaveDB provides a step-by-step data upload wizard to guide you through the process of depositing your data.
+To begin the upload process, log in to MaveDB and select either the "New experiment" or "New score set" option 
+in the toolbar at the top of the page.
 
-The title is displayed at the top of the record page, and should be quite brief.
+.. _end-data-upload-wizard:
 
-The short description is displayed in the search results table and should summarize the entry at a high level in one
-or two sentences.
+Uploading an experiment
+-----------------------------------------
 
-The abstract should describe the motivation and approach for the dataset.
-Some MaveDB abstracts include a summary of the results of the related publications but many do not.
-The entry describes the MAVE data rather than a full study so the submitter should use their judgement when deciding
-what details are most relevant.
-It is common that experiments and score sets share the same abstract text if they are from the same study.
+.. _uploading-an-experiment:
 
-The methods section should describe the approach in a condensed form,
-suitable for a specialist audience of MAVE researchers.
+What is an experiment?
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-For an experiment the methods section should include:
+.. include:: ./record_types/experiments.rst
+   :start-after: .. _experiment-intro:
+   :end-before: .. _end-experiment-intro:
 
-* Variant library construction methods
-* Description of the functional assay, including model system and selection type
-* Sequencing strategy and sequencing technology
-* Structure of biological or technical replicates (if applicable)
+What is required to upload an experiment?
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-For a score set the methods section should include:
+.. _experiment-upload-requirements:
 
-* Sequence read filtering approach
-* Description of the statistical model for converting counts to scores, including normalization
-* Description of additional data columns included in the score or count tables, including column naming conventions
-* Details of how replicates were combined (if applicable)
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _data-set-required-metadata:
+   :end-before: .. _end-data-set-required-metadata:
 
-For a meta-analysis score set the methods section should include:
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _data-set-optional-metadata:
+   :end-before: .. _end-data-set-optional-metadata:
 
-* Description of the statistical model for converting the linked scores or counts into the scores presented
-* Description of additional data columns included in the score or count tables, including column naming conventions
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _experiment-optional-metadata:
+   :end-before: .. _end-experiment-optional-metadata:
 
-Score sets can also include an optional free-text data usage policy intended for unpublished data.
-For example, data producers may wish to assert their right to publish the results of certain analyses first.
+.. _end-experiment-upload-requirements:
 
-Publication details
------------------------------------
+.. _end-uploading-an-experiment:
 
-Publications can be included by entering their `PubMed ID <https://pubmed.ncbi.nlm.nih.gov/>`_ and they will appear
-as formatted references.
-Publications included in an experiment will also be displayed on their associated score set pages.
+Uploading a score set
+-----------------------------------------
 
-Preprints or publications that are not indexed by PubMed can be included via the DOI field.
-Improved support for preprints (including displaying them as formatted references) is planned for a future release.
-
-Raw data accessions
------------------------------------
+.. _uploading-a-score-set:
 
-Experimenters are encouraged to deposit their raw sequence data in a public repository and link it to the relevant
-experiment record(s).
+What is a score set?
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-MaveDB currently supports accession numbers for:
-
-* `ArrayExpress <https://www.ebi.ac.uk/arrayexpress/>`_
-* `BioProject <https://www.ncbi.nlm.nih.gov/bioproject/>`_
-* `Gene Expression Omnibus <https://www.ncbi.nlm.nih.gov/geo/>`_
-* `Sequence Read Archive <https://www.ncbi.nlm.nih.gov/sra>`_
-
-Raw data that is stored elsewhere can be included via the DOI field.
-
-Keywords
------------------------------------
+.. include:: ./record_types/score_sets.rst
+   :start-after: .. _score-set-intro:
+   :end-before: .. _end-score-set-intro:
 
-Experiments and score sets can be tagged with optional, user-specified keywords.
+What is required to upload a score set?
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-In a future release, the keyword vocabulary will become restricted and keyword selection will be mandatory.
-This will improve the ability for data modellers to select appropriate MAVE datasets for their studies,
-and also facilitate more sophisticated tracking of the kind of data being generated by researchers.
+.. _score-set-upload-requirements:
 
-Data formatting
-###################################
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _data-set-required-metadata:
+   :end-before: .. _end-data-set-required-metadata:
 
-Score sets require detailed information about the target sequence, including the sequence,
-as well as a CSV-formatted file containing the variant scores
-(and optionally a second CSV-formatted file containing the variant counts).
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _score-set-required-metadata:
+   :end-before: .. _end-score-set-required-metadata:
 
-For more information including how to prepare your data for submission,
-see :ref:`Target sequence information` and :ref:`Data table formats`.
+.. include:: ./record_types/metadata_guide.rst
+   :start-after: .. _score-set-optional-metadata:
+   :end-before: .. _end-score-set-optional-metadata:
 
-Score set data must be given a license chosen from those listed on the :ref:`Data licensing` page.
+.. _end-uploading-a-score-set:
 
-Optional structured metadata
+Publishing your data
 -----------------------------------
 
-Score sets also support the inclusion of optional `JSON <https://www.json.org/>`_-formatted metadata.
-This can be used to describe features like genomic coordinates for a target sequence or score cutoff ranges that the
-uploader would like to be more easily machine-readable than if this information was included in free text.
-
-If optional metadata is included, the uploader should describe it in the score set methods.
-
-Required information checklist
-###################################
-
-For each experiment and score set:
-
-* `Free text metadata`_
-    * Title
-    * Short description (1-3 brief sentences)
-    * Abstract
-    * Methods
-* `Keywords`_
-* `PubMed IDs <https://pubmed.ncbi.nlm.nih.gov/>`_ for the study reference(s) or `DOIs <https://www.doi.org/>`_
-  for references not listed in PubMed (such as on `bioRxiv <https://www.biorxiv.org/>`_)
-
-For each experiment you will also want:
-
-* `Raw data accessions`_
-
-For each score set you will also want:
-
-* Target information
-    * Nucleotide sequence for the target
-    * The sequence type (coding, regulatory, other non-coding)
-    * Organism the sequence is derived from (if applicable)
-    * `UniProt ID <https://www.uniprot.org/>`_ (if applicable)
-    * `RefSeq ID <https://www.ncbi.nlm.nih.gov/refseq/>`_ (if applicable)
-    * `Ensembl ID <https://www.ensembl.org>`_ (if applicable)
-
-* Variant score table
-* Variant count table (if available)
-* Choice of data license (see :ref:`Data licensing`)
-* Data usage policy text (if needed)
+.. include:: ./publishing.rst
+   :start-after: .. _publishing-data:
+   :end-before: .. _end-publishing-data:
\ No newline at end of file
diff --git a/src/docs/mavedb/variant_mapping.rst b/src/docs/mavedb/variant_mapping.rst
new file mode 100644
index 00000000..686f129a
--- /dev/null
+++ b/src/docs/mavedb/variant_mapping.rst
@@ -0,0 +1,70 @@
+Variant Mapping
+===================================
+
+.. _variant-mapping-intro:
+
+MaveDB uses the variant descriptions provided in the score and count data tables
+to map variants to genomic coordinates. This mapping allows MaveDB to integrate with
+external resources such as :ref:`clingen`, :ref:`clinvar`, and :ref:`gnomad`.
+
+.. note::
+    Variant mapping is only performed for datasets with a human target sequence.
+
+This process was made possible by a novel method for mapping MAVE data written by 
+`Arbesfeld et al. (2025) <http://dx.doi.org/10.1186/s13059-025-03647-x>`_. The method 
+is described in detail in the linked publication, and summarized briefly below.
+
+.. _end-variant-mapping-intro:
+
+Mapping process
+-----------------------------------
+
+.. _mapping-process:
+
+Variants are mapped to genomic coordinates upon upload of a score set. The mapping process involves the following steps:
+
+1. **Target sequence alignment**: The target sequence provided with the score set is aligned to the reference genome using
+   `BLAT <https://genome.ucsc.edu/FAQ/FAQblat.html>`_. This step determines the genomic location of the target sequence and
+   identifies the corresponding transcript(s).
+2. **Transcript selection**: If multiple candidate transcripts are identified in the alignment step, the most appropriate transcript
+   is selected. Where possible, we prioritize MANE Select transcripts, followed by RefSeq Select transcripts, and then the longest
+   matching transcript.
+3. **Variant translation**: Each variant in the score and count data tables is converted from MAVE-HGVS format to standard HGVS format
+   and translated with respect to the selected transcript. This step accounts for any offset between the target sequence and the transcript.
+4. **VRS translation**: The HGVS variant descriptions are then converted to `GA4GH VRS <https://vrs.ga4gh.org/en/stable/>`_ format
+   using the `VRS-Python <https://github.com/ga4gh/vrs-python>`_ library. This standardized representation facilitates interoperability 
+   with other genomic databases and tools, as well as standardizing all output variant representations for future mapped variation.
+
+.. note::
+   In some cases, variants may not be successfully mapped due to issues such as ambiguous target sequences,
+   complex variant types, or discrepancies between the target and reference genome. MaveDB logs these instances
+   and provides feedback to data contributors to help resolve mapping issues. 
+   
+   Although some mapping failures
+   represent true limitations of the data, others can be addressed by correcting errors in the submitted variants
+   or target sequences.
+
+   **It is highly recommended that data contributors review the mapping results after uploading a score set
+   to ensure that variants have been accurately mapped.** Contributors can view mapping results on the score set page and download a report of mapped and unmapped variants.
+
+   Mapping failures do not prevent datasets from being published in MaveDB, but mapped variants
+   are required for certain features such as :ref:`variant search<variant-search>`, linkages with
+   certain :ref:`external resources<external integrations>`, and inclusion in :ref:`mavemd`.
+
+.. _end-mapping-process:
+
+Mapping integrations
+-----------------------------------
+
+.. _mapping-integrations:
+
+Mapped variants are integral to MaveDB's integration with :ref:`external data sources<external integrations>`. Whereas variants prior to mapping
+are only described with respect to the target sequence, mapped variants can be linked to
+genomic coordinates and transcripts, enabling connections to resources such as ClinVar, gnomAD,
+and ClinGen. Mapped variants also enable MaveDB to provide
+`GA4GH VRS <https://vrs.ga4gh.org/en/stable/>`_ representations of variants for download and programmatic access via the MaveDB API.
+
+This mapping and the integrations they facilitate enhance the utility of MaveDB and power MaveMD by enabling features 
+like :ref:`variant search<variant search>` and :ref:`score calibrations<score calibrations>`.
+
+.. _end-mapping-integrations:
\ No newline at end of file
diff --git a/src/docs/mavedb/visualizations.rst b/src/docs/mavedb/visualizations.rst
new file mode 100644
index 00000000..90baea27
--- /dev/null
+++ b/src/docs/mavedb/visualizations.rst
@@ -0,0 +1,57 @@
+Visualizations
+=============================================
+
+.. _visualizations-intro:
+
+Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum at risus ac urna dapibus dapibus. Praesent congue, justo sit amet hendrerit varius, nibh nibh imperdiet lorem, non interdum turpis orci non odio. Integer vel mi euismod, varius erat non, feugiat augue.
+
+- Curabitur facilisis nibh quis arcu dignissim.
+- Sed non odio ut sapien iaculis accumsan.
+- Phasellus luctus urna a mauris faucibus.
+
+.. note::
+    Quisque vitae lectus eget nunc imperdiet feugiat. Morbi non mi sed magna sollicitudin sagittis.
+
+.. _end-visualizations-intro:
+
+Example
+-------
+
+.. code-block:: python
+
+    import matplotlib.pyplot as plt
+
+    data = [3, 1, 4, 2]
+    labels = ["A", "B", "C", "D"]
+
+    plt.bar(labels, data, color="#4C78A8")
+    plt.title("Sample Visualization")
+    plt.xlabel("Category")
+    plt.ylabel("Value")
+    plt.tight_layout()
+    plt.show()
+
+
+Heatmap
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _heatmap-viz:
+
+
+.. _end-heatmap-viz:
+
+Histogram
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _histogram-viz:
+
+
+.. _end-histogram-viz:
+
+Protein structure viewer
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _protein-structure-viz:
+
+
+.. _end-protein-structure-viz:
\ No newline at end of file

From 2f2fe4a2176d2318ad54e4ffe89ed7bbee54763c Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 9 Dec 2025 17:03:39 -0800
Subject: [PATCH 011/157] fix: Update release version retrieval method in
 configuration

---
 src/docs/mavedb/conf.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/src/docs/mavedb/conf.py b/src/docs/mavedb/conf.py
index 675620d1..df66f723 100644
--- a/src/docs/mavedb/conf.py
+++ b/src/docs/mavedb/conf.py
@@ -9,9 +9,7 @@
 author = "MaveDB Developers"
 
 # The full version, including alpha/beta/rc tags
-release = os.getenv("MAVEDB_VERSION")
-if release is None:
-    raise ValueError("$MAVEDB_VERSION not set")
+release = json.load(open("../../../package.json", "rt"))["version"]
 
 
 # -- General configuration ---------------------------------------------------

From a1988107b292cbd29273fbffb7c2348c41b8f8b2 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 8 Dec 2025 20:55:00 -0800
Subject: [PATCH 012/157] Updating components and CSS post-upgrade to PrimeVue4
 and tailwindCSS

Multiple pages and components were impacted by the upgrade to PriveVue 4. These changes are to help restore the look and feel of those prior to the upgrade.

This includes the use of the theme.css file that is specific to PrimeVue 3 to maintain consistency with CSS classes already in use throughout the application. Going forward, PrimeVue 3 specific class names should be phased out in favor of PrimeVue 4 Aura theme and tailwind CSS plus any additional custom classes that are needed.
---
 src/assets/.DS_Store                         | Bin 6148 -> 0 bytes
 src/assets/app.css                           |  56 +++++++
 src/assets/forms.css                         |   2 +-
 {public => src/assets}/theme.css             |  38 ++---
 src/components/layout/DefaultLayout.vue      |   1 +
 src/components/layout/Toolbar.vue            |   7 +-
 src/components/screens/ExperimentCreator.vue | 167 +++++++++++--------
 src/components/screens/ExperimentEditor.vue  |  14 +-
 8 files changed, 185 insertions(+), 100 deletions(-)
 delete mode 100644 src/assets/.DS_Store
 rename {public => src/assets}/theme.css (99%)

diff --git a/src/assets/.DS_Store b/src/assets/.DS_Store
deleted file mode 100644
index 2d338bc6068770747924a2c7369e6c48cf680f6b..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/src/assets/app.css b/src/assets/app.css
index 11dbacdd..1811defa 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -29,3 +29,59 @@ body .p-button {
 .p-badge {
   text-align: center;
 }
+
+
+/* Float label styles to match PrimeVue 3 theme */
+
+.p-float-label {
+  position: relative;
+  display: block;
+}
+/* Base label positioning - add missing properties to existing rule */
+.p-float-label > label {
+  position: absolute;
+  left: 0.75rem;
+  top: 1.5rem;
+  transform: translateY(-50%);
+  color: rgba(0, 0, 0, 0.6);
+  transition-duration: 0.2s;
+  transition-property: top, transform, font-size, color, background-color;
+  pointer-events: none;
+  font-size: 1rem;
+  line-height: 1;
+  z-index: 1;
+}
+
+/* Enhanced focused/filled label positioning */
+.p-float-label input:focus ~ label,
+.p-float-label input.p-filled ~ label,
+.p-float-label textarea:focus ~ label,
+.p-float-label textarea.p-filled ~ label,
+.p-float-label .p-inputwrapper-focus ~ label,
+.p-float-label .p-inputwrapper-filled ~ label {
+  top: -0.5rem !important;
+  transform: none;
+  font-size: 0.75rem;
+  background-color: #ffffff;
+  padding: 2px 4px;
+  margin-left: -4px;
+  margin-top: 0;
+}
+
+/* Hide placeholder text in float label components since label acts as placeholder */
+.p-float-label input::placeholder,
+.p-float-label textarea::placeholder,
+.p-float-label .p-chips-multiple-container input::placeholder {
+  color: transparent !important;
+}
+
+/* Show placeholder text when label is floated (focused or filled) */
+.p-float-label input:focus::placeholder,
+.p-float-label input.p-filled::placeholder,
+.p-float-label textarea:focus::placeholder,
+.p-float-label textarea.p-filled::placeholder,
+.p-float-label .p-inputwrapper-focus input::placeholder,
+.p-float-label .p-inputwrapper-filled input::placeholder,
+.p-float-label .p-chips-multiple-container input:focus::placeholder {
+  color: rgba(0, 0, 0, 0.6) !important;
+}
diff --git a/src/assets/forms.css b/src/assets/forms.css
index 80686fde..c2952f32 100644
--- a/src/assets/forms.css
+++ b/src/assets/forms.css
@@ -53,7 +53,7 @@
 }
 
 .field:deep(.p-tabview .p-tabview-nav) {
-  flex-direction: column;
+  flex-direction: column !important;
   padding-left: 5px;
   border: 0 none;
   background: transparent;
diff --git a/public/theme.css b/src/assets/theme.css
similarity index 99%
rename from public/theme.css
rename to src/assets/theme.css
index 3a0e20d7..b94f71aa 100644
--- a/public/theme.css
+++ b/src/assets/theme.css
@@ -1012,14 +1012,14 @@
 .p-inputtext.p-invalid.p-component {
   border-color: #B00020;
 }
-.p-inputtext.p-inputtext-sm {
+/* .p-inputtext.p-inputtext-sm {
   font-size: 0.875rem;
   padding: 0.65625rem 0.65625rem;
-}
-.p-inputtext.p-inputtext-lg {
+} */
+/* .p-inputtext.p-inputtext-lg {
   font-size: 1.25rem;
   padding: 0.9375rem 0.9375rem;
-}
+} */
 
 .p-float-label > label {
   left: 0.75rem;
@@ -1526,7 +1526,7 @@
 .p-button {
   color: #ffffff;
   background: #3F51B5;
-  border: 0 none;
+  border: 0 none !important;
   padding: 0.571rem 0.75rem;
   font-size: 1rem;
   transition: background-color 0.2s, border-color 0.2s, color 0.2s, box-shadow 0.2s, background-size 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
@@ -1570,19 +1570,19 @@
   color: rgba(0, 0, 0, 0.6);
 }
 .p-button.p-button-text {
-  background-color: transparent;
-  color: #3F51B5;
-  border-color: transparent;
+  background-color: transparent !important;
+  color: #3F51B5 !important;
+  border-color: transparent !important;
 }
 .p-button.p-button-text:enabled:hover {
-  background: rgba(63, 81, 181, 0.04);
-  color: #3F51B5;
-  border-color: transparent;
+  background: rgba(63, 81, 181, 0.04) !important;
+  color: #3F51B5 !important;
+  border-color: transparent !important;
 }
 .p-button.p-button-text:enabled:active {
-  background: rgba(63, 81, 181, 0.16);
-  color: #3F51B5;
-  border-color: transparent;
+  background: rgba(63, 81, 181, 0.16) !important;
+  color: #3F51B5 !important;
+  border-color: transparent !important;
 }
 .p-button.p-button-text.p-button-plain {
   color: rgba(0, 0, 0, 0.6);
@@ -5110,19 +5110,19 @@
 }
 
 .p-button.p-button-help:enabled:focus, .p-buttonset.p-button-help > .p-button:enabled:focus, .p-splitbutton.p-button-help > .p-button:enabled:focus {
-  background: rgba(156, 39, 176, 0.76);
+  background: rgba(156, 39, 176, 0.76) !important;
 }
 .p-button.p-button-help:enabled:active, .p-buttonset.p-button-help > .p-button:enabled:active, .p-splitbutton.p-button-help > .p-button:enabled:active {
-  background: rgba(156, 39, 176, 0.68);
+  background: rgba(156, 39, 176, 0.68) !important;
 }
 .p-button.p-button-help.p-button-text:enabled:focus, .p-button.p-button-help.p-button-outlined:enabled:focus, .p-buttonset.p-button-help > .p-button.p-button-text:enabled:focus, .p-buttonset.p-button-help > .p-button.p-button-outlined:enabled:focus, .p-splitbutton.p-button-help > .p-button.p-button-text:enabled:focus, .p-splitbutton.p-button-help > .p-button.p-button-outlined:enabled:focus {
-  background: rgba(156, 39, 176, 0.12);
+  background: rgba(156, 39, 176, 0.12) !important;
 }
 .p-button.p-button-help.p-button-text:enabled:active, .p-button.p-button-help.p-button-outlined:enabled:active, .p-buttonset.p-button-help > .p-button.p-button-text:enabled:active, .p-buttonset.p-button-help > .p-button.p-button-outlined:enabled:active, .p-splitbutton.p-button-help > .p-button.p-button-text:enabled:active, .p-splitbutton.p-button-help > .p-button.p-button-outlined:enabled:active {
-  background: rgba(156, 39, 176, 0.16);
+  background: rgba(156, 39, 176, 0.16) !important;
 }
 .p-button.p-button-help.p-button-text .p-ink, .p-button.p-button-help.p-button-outlined .p-ink, .p-buttonset.p-button-help > .p-button.p-button-text .p-ink, .p-buttonset.p-button-help > .p-button.p-button-outlined .p-ink, .p-splitbutton.p-button-help > .p-button.p-button-text .p-ink, .p-splitbutton.p-button-help > .p-button.p-button-outlined .p-ink {
-  background-color: rgba(156, 39, 176, 0.16);
+  background-color: rgba(156, 39, 176, 0.16) !important;
 }
 
 .p-button.p-button-danger:enabled:focus, .p-buttonset.p-button-danger > .p-button:enabled:focus, .p-splitbutton.p-button-danger > .p-button:enabled:focus {
diff --git a/src/components/layout/DefaultLayout.vue b/src/components/layout/DefaultLayout.vue
index c791399b..324ce6e5 100644
--- a/src/components/layout/DefaultLayout.vue
+++ b/src/components/layout/DefaultLayout.vue
@@ -29,6 +29,7 @@
 import '@fontsource/raleway'
 
 import '@/assets/app.css'
+import '@/assets/theme.css'
 import Toolbar from '@/components/layout/Toolbar.vue'
 import Footer from '@/components/layout/Footer.vue'
 import EmailPrompt from '@/components/common/EmailPrompt.vue'
diff --git a/src/components/layout/Toolbar.vue b/src/components/layout/Toolbar.vue
index 2335a43f..80f688c0 100644
--- a/src/components/layout/Toolbar.vue
+++ b/src/components/layout/Toolbar.vue
@@ -19,20 +19,21 @@
           <img v-else alt="MaveDB" src="@/assets/logo-mavedb.png" />
         </router-link>
         <div style="display: inline-block; margin-left: 40px">
-          <div class="p-inputgroup" style="max-width: 300px; width: 300px">
+          <div class="p-inputgroup" style="max-width: 300px; width: 300px; display: flex; align-items: stretch;">
             <InputText
               ref="searchTextInput"
               v-model="searchText"
               class="p-inputtext-sm !rounded-r-none"
               placeholder="Search"
-              style="width: 200px"
+              style="width: 200px; height: auto;"
               type="search"
               @keyup.enter="search"
             />
             <Button
-              class="p-button-default p-button-sm !rounded-l-none pt-1 pb-2"
+              class="p-button-default p-button-sm !rounded-l-none"
               :enabled="searchText && searchText.length > 0"
               icon="pi pi-search"
+              style="height: auto;"
               @click="search"
             />
           </div>
diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index bc61e04a..7e3b73a8 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -10,7 +10,7 @@
         <div class="mave-screen-title">Edit experiment {{ item.urn }}</div>
         <div v-if="item" class="mavedb-screen-title-controls">
           <Button @click="saveEditContent">Save changes</Button>
-          <Button class="p-button-help" @click="resetForm">Clear</Button>
+          <Button severity="help" @click="resetForm">Clear</Button>
           <Button class="p-button-warning" @click="viewItem">Cancel</Button>
         </div>
       </div>
@@ -18,30 +18,23 @@
         <div class="mave-screen-title">Create a new experiment</div>
         <div class="mavedb-screen-title-controls">
           <Button @click="validateAndSave">Save</Button>
-          <Button class="p-button-help" @click="resetForm">Clear</Button>
+          <Button severity="help" @click="resetForm">Clear</Button>
           <Button class="p-button-warning" @click="backDashboard">Cancel</Button>
         </div>
       </div>
       <div class="mavedb-wizard">
-        <Stepper v-model:active-step="activeWizardStep">
-          <StepperPanel>
-            <template #header="{index, clickCallback}">
-              <button
-                class="p-stepper-action"
-                :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                role="tab"
-                @click="clickCallback"
-              >
-                <span class="p-stepper-number">{{ index + 1 }}</span>
-                <span class="p-stepper-title">Experiment information</span>
-              </button>
-            </template>
-            <template #content="{nextCallback: showNextWizardStep}">
+        <Stepper v-model:value="activeWizardStep">
+          <StepList>
+              <Step :value="1">Experiment information</Step>
+              <Step :disabled="maxWizardStepEntered < activeWizardStep || maxWizardStepValidated < activeWizardStep - 1" :value="2">Keywords</Step>
+          </StepList>
+          <StepPanels>
+            <StepPanel v-slot="{ value, activateCallback }" :value="1">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div class="mavedb-wizard-row">
                   <div class="mavedb-wizard-content-pane">
-                    <Message severity="info">
+                    <Message closable severity="info">
                       You are currently adding an experiment to a new experiment set. To add an experiment to an
                       existing experiment set, navigate to the existing experiment set and click the "Add experiment"
                       button.
@@ -99,18 +92,24 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <TabView>
-                      <TabPanel header="Edit">
-                        <span class="p-float-label">
-                          <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="10" />
-                          <label :for="scopedId('input-abstractText')">Abstract</label>
-                        </span>
-                      </TabPanel>
-                      <TabPanel header="Preview">
-                        <!-- eslint-disable-next-line vue/no-v-html -->
-                        <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(abstractText)"></div>
-                      </TabPanel>
-                    </TabView>
+                    <Tabs value="0">
+                      <TabList>
+                        <Tab value="0"> Edit </Tab>
+                        <Tab value="1"> Preview </Tab>
+                      </TabList>
+                      <TabPanels>
+                        <TabPanel header="Edit" value="0">
+                          <span class="p-float-label">
+                            <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="10" />
+                            <label :for="scopedId('input-abstractText')">Abstract</label>
+                          </span>
+                        </TabPanel>
+                        <TabPanel header="Preview" value="1">
+                          <!-- eslint-disable-next-line vue/no-v-html -->
+                          <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(abstractText)"></div>
+                        </TabPanel>
+                      </TabPanels>
+                    </Tabs>
                     <span v-if="validationErrors.abstractText" class="mave-field-error">{{
                       validationErrors.abstractText
                     }}</span>
@@ -135,18 +134,24 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <TabView>
-                      <TabPanel header="Edit">
-                        <span class="p-float-label">
-                          <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
-                          <label :for="scopedId('input-methodText')">Methods</label>
-                        </span>
-                      </TabPanel>
-                      <TabPanel header="Preview">
-                        <!-- eslint-disable-next-line vue/no-v-html -->
-                        <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(methodText)"></div>
-                      </TabPanel>
-                    </TabView>
+                    <Tabs value="0">
+                      <TabList>
+                        <Tab value="0"> Edit </Tab>
+                        <Tab value="1"> Preview </Tab>
+                      </TabList>
+                      <TabPanels>
+                        <TabPanel header="Edit" value="0">
+                          <span class="p-float-label">
+                            <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
+                            <label :for="scopedId('input-methodText')">Methods</label>
+                          </span>
+                        </TabPanel>
+                        <TabPanel header="Preview" value="1">
+                          <!-- eslint-disable-next-line vue/no-v-html -->
+                          <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(methodText)"></div>
+                        </TabPanel>
+                      </TabPanels>
+                    </Tabs>
                     <span v-if="validationErrors.methodText" class="mave-field-error">{{
                       validationErrors.methodText
                     }}</span>
@@ -388,26 +393,13 @@
                     icon="pi pi-arrow-right"
                     icon-pos="right"
                     label="Next"
-                    @click="showNextWizardStepIfValid(showNextWizardStep)"
+                    @click="showNextWizardStepIfValid(activateCallback)"
                   />
                 </div>
               </div>
-            </template>
-          </StepperPanel>
-          <StepperPanel v-if="itemStatus == 'NotLoaded' || item.private" header="Keywords">
-            <template #header="{index, clickCallback}">
-              <button
-                class="p-stepper-action"
-                :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                role="tab"
-                @click="clickCallback"
-              >
-                <span class="p-stepper-number">{{ index + 1 }}</span>
-                <span class="p-stepper-title">Keywords</span>
-              </button>
-            </template>
-            <template #content="{prevCallback: showPreviousWizardStep}">
-              <Message>
+            </StepPanel>
+            <StepPanel v-if="itemStatus == 'NotLoaded' || item.private" v-slot="{ activateCallback }" :value="2">
+              <Message closable>
                 Experiments can be tagged with optional keywords. In a future release, the keyword vocabulary will
                 become restricted and keyword selection will be mandatory.
               </Message>
@@ -482,9 +474,9 @@
               </div>
               <div class="mavedb-wizard-step-controls-row">
                 <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="showPreviousWizardStep" />
+                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
                   <Button
-                    :disabled="maxWizardStepValidated < activeWizardStep"
+                    :disabled="maxWizardStepValidated == -2"
                     icon="pi pi-arrow-right"
                     icon-pos="right"
                     label="Save"
@@ -492,8 +484,8 @@
                   />
                 </div>
               </div>
-            </template>
-          </StepperPanel>
+            </StepPanel>
+          </StepPanels>
         </Stepper>
       </div>
     </div>
@@ -516,8 +508,15 @@ import Message from 'primevue/message'
 import Multiselect from 'primevue/multiselect'
 import ProgressSpinner from 'primevue/progressspinner'
 import Stepper from 'primevue/stepper'
+import StepPanel from 'primevue/steppanel'
+import StepPanels from 'primevue/steppanels'
+import StepList from 'primevue/steplist'
+import Step from 'primevue/step'
+import Tabs from 'primevue/tabs'
+import Tab from 'primevue/tab'
+import TabList from 'primevue/tablist'
+import TabPanels from 'primevue/tabpanels'
 import TabPanel from 'primevue/tabpanel'
-import TabView from 'primevue/tabview'
 import Textarea from 'primevue/textarea'
 import {useHead} from '@unhead/vue'
 
@@ -631,8 +630,15 @@ export default {
     Multiselect,
     ProgressSpinner,
     Stepper,
+    StepPanel,
+    StepPanels,
+    StepList,
+    Step,
+    Tabs,
+    Tab,
+    TabList,
+    TabPanels,
     TabPanel,
-    TabView,
     Textarea
   },
 
@@ -735,10 +741,10 @@ export default {
     },
 
     /** The currently active step. */
-    activeWizardStep: 0,
+    activeWizardStep: 1,
 
     /** The highest step that the user has entered. This can be used to prevent the user from jumping ahead. */
-    maxWizardStepEntered: 0,
+    maxWizardStepEntered: 1,
 
     stepFields: [
       [
@@ -912,12 +918,12 @@ export default {
 
     minStepWithError: function () {
       const numSteps = this.stepFields.length
-      for (let i = 0; i < numSteps; i++) {
+      for (let i = 1; i < numSteps + 1; i++) {
         if (this.wizardStepHasError(i)) {
           return i
         }
       }
-      return numSteps - 1
+      return numSteps
     },
 
     wizardStepHasError: function (step) {
@@ -938,7 +944,7 @@ export default {
     showNextWizardStepIfValid: function (navigate) {
       if (this.maxWizardStepValidated >= this.activeWizardStep) {
         this.maxWizardStepEntered = Math.max(this.maxWizardStepEntered, this.activeWizardStep + 1)
-        navigate()
+        navigate(this.activeWizardStep + 1)
       }
     },
 
@@ -1339,7 +1345,7 @@ export default {
 }
 </script>
 
-<style scoped src="../../assets/forms.css"></style>
+<style src="../../assets/forms.css"></style>
 
 <style scoped>
 /* Cards */
@@ -1370,8 +1376,10 @@ export default {
 
 .keyword-button {
   margin-left: 8px;
-  height: 32px;
-  width: 32px;
+  height: 32px !important;
+  width: 32px !important;
+  min-width: 32px !important;
+  padding: 0 !important;
 }
 
 .keyword-button:deep(.p-button-icon) {
@@ -1401,6 +1409,7 @@ export default {
 .mavedb-wizard-form {
   position: relative;
   z-index: 0;
+  background-color: #f7f7f7;
 }
 
 /* Give the right side of the wizard a white background, without gaps between rows. */
@@ -1452,7 +1461,7 @@ export default {
 .mavedb-wizard-content-pane {
   float: right;
   width: 676px;
-  padding: 0 10px;
+  padding: 10px 10px;
   background-color: #fff;
 }
 
@@ -1471,6 +1480,7 @@ export default {
 .mavedb-wizard-step-controls {
   padding-left: 10px;
   max-width: 100vw;
+  background-color: #f7f7f7;
 }
 
 .field:deep(.mavedb-wizard-rendered-markdown) {
@@ -1489,4 +1499,15 @@ export default {
   right: 5px;
   z-index: 1001;
 }
+
+.p-inputwrapper, .p-textarea, .p-inputtext {
+  width: 100%;
+}
+
+/* Fix list bullets in help text */
+.mavedb-help-small ul {
+  list-style-type: disc;
+  list-style-position: inside;
+  padding-left: 1rem;
+}
 </style>
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 53163711..74829785 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -1141,7 +1141,7 @@ export default {
 }
 </script>
 
-<style scoped src="../../assets/forms.css"></style>
+<style src="../../assets/forms.css"></style>
 
 <style scoped>
 /* Cards */
@@ -1170,7 +1170,7 @@ export default {
 /* Keywords */
 
 .keyword-dropdown {
-  width: 450px;
+  width: 450px !important;
   height: 45px;
 }
 
@@ -1181,8 +1181,10 @@ export default {
 
 .keyword-description-button {
   margin-left: 8px;
-  height: 32px;
-  width: 32px;
+  height: 32px !important;
+  width: 32px !important;
+  min-width: 32px !important;
+  padding: 0 !important;
 }
 
 .keyword-description-button:deep(.p-button-icon) {
@@ -1202,4 +1204,8 @@ export default {
 .padded-button {
   margin-left: 5px;
 }
+
+.p-inputwrapper, .p-textarea, .p-inputtext {
+  width: 100%;
+}
 </style>

From 925028e4baf8548b2d95c07e968875e50a985667 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 9 Dec 2025 09:27:23 -0800
Subject: [PATCH 013/157] Updates to DashboardView to fix styling issues from
 upgrade to PrimeVue 4

PrimeVue 4 upgrade impacted styling on DashboardView page, so these changes are to match the look and feel prior to the upgrade. Also adds a progress spinner that is displayed when searching published score sets.
---
 src/components/screens/DashboardView.vue | 46 ++++++++++++++++++------
 1 file changed, 36 insertions(+), 10 deletions(-)

diff --git a/src/components/screens/DashboardView.vue b/src/components/screens/DashboardView.vue
index caba6f0f..6f136a2d 100644
--- a/src/components/screens/DashboardView.vue
+++ b/src/components/screens/DashboardView.vue
@@ -1,25 +1,46 @@
 <template>
   <DefaultLayout :require-auth="true">
-    <h1>Welcome to MaveDB</h1>
+    <h1 class="text-4xl font-bold py-4">Welcome to MaveDB</h1>
     <TabView>
       <TabPanel header="Published">
         <div class="mavedb-search-view">
-          <div class="mavedb-search-header" style="display: none">
-            <h1>Search MaveDB Experiments and Score Sets</h1>
-          </div>
-          <h2 class="mave-score-set-section-title">Published Score sets</h2>
+          <h2 class="text-xl font-bold py-2">Published Score sets</h2>
           <div class="mavedb-search-form">
-            <span class="p-input-icon-left">
+            <!-- <span class="p-input-icon-left">
               <i class="pi pi-search" />
               <InputText ref="searchTextInput" v-model="searchText" placeholder="Search" type="text" @change="search" />
-            </span>
+            </span> -->
+            <div style="display: inline-block; margin-left: 40px">
+              <div class="p-inputgroup" style="max-width: 300px; width: 300px; display: flex; align-items: stretch;">
+                <InputText
+                  ref="searchTextInput"
+                  v-model="searchText"
+                  class="p-inputtext-sm rounded-r-none!"
+                  placeholder="Search"
+                  style="width: 200px; height: auto;"
+                  type="text"
+                  @change="search"
+                />
+                <Button
+                  class="p-button-default p-button-sm rounded-l-none!"
+                  :enabled="searchText && searchText.length > 0"
+                  icon="pi pi-search"
+                  @click="search"
+                />
+                <ProgressSpinner
+                  v-if="isSearching"
+                  class="size-8! m-1"
+                />
+              </div>
+            </div>
           </div>
+
           <ScoreSetTable :data="publishedScoreSets" :language="language" :scroll-x="true" :scroll-y="true" />
         </div>
       </TabPanel>
       <TabPanel header="Unpublished">
         <div class="mavedb-search-view">
-          <h2 class="mave-score-set-section-title">Unpublished Score sets</h2>
+          <h2 class="text-xl font-bold py-2">Unpublished Score sets</h2>
           <ScoreSetTable :data="unpublishedScoreSets" :language="language" :scroll-x="true" :scroll-y="true" />
         </div>
       </TabPanel>
@@ -33,6 +54,8 @@ import InputText from 'primevue/inputtext'
 import TabPanel from 'primevue/tabpanel'
 import TabView from 'primevue/tabview'
 import {useHead} from '@unhead/vue'
+import Button from 'primevue/button'
+import ProgressSpinner from 'primevue/progressspinner'
 
 import config from '@/config'
 import ScoreSetTable from '@/components/ScoreSetTable.vue'
@@ -41,7 +64,7 @@ import DefaultLayout from '@/components/layout/DefaultLayout'
 export default {
   name: 'HomeView',
 
-  components: {DefaultLayout, ScoreSetTable, InputText, TabView, TabPanel},
+  components: {DefaultLayout, ScoreSetTable, InputText, TabView, TabPanel, Button, ProgressSpinner},
 
   setup: () => {
     useHead({title: 'My dashboard'})
@@ -57,7 +80,8 @@ export default {
       displayedUnplublishedScoreSets: false,
       language: {
         emptyTable: 'You do not have any score sets matching the request.'
-      }
+      },
+      isSearching: false,
     }
   },
 
@@ -77,7 +101,9 @@ export default {
 
   methods: {
     search: async function () {
+      this.isSearching = true
       await this.fetchSearchResults()
+      this.isSearching = false
       /*
       if (this.searchText && this.searchText.length > 0) {
         await this.fetchSearchResults()

From db586e3253088bc6630d60beafd4de7e75542780 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 9 Dec 2025 16:17:14 -0800
Subject: [PATCH 014/157] Updating score set create, edit, view components and
 CSS post-upgrade to PrimeVue4 and tailwindCSS

Additional changes to CSS and ScoreSetCreator, ScoreSetEditor, ScoreSetView components that were impacted by the upgrade to PriveVue 4. These changes are to help restore the look and feel of those prior to the upgrade.
---
 src/assets/app.css                         |    6 +-
 src/assets/theme.css                       |    4 +-
 src/components/screens/ScoreSetCreator.vue | 2503 ++++++++++----------
 src/components/screens/ScoreSetEditor.vue  |  525 ++--
 src/components/screens/ScoreSetView.vue    |   56 +-
 5 files changed, 1595 insertions(+), 1499 deletions(-)

diff --git a/src/assets/app.css b/src/assets/app.css
index 1811defa..082608e4 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -71,7 +71,8 @@ body .p-button {
 /* Hide placeholder text in float label components since label acts as placeholder */
 .p-float-label input::placeholder,
 .p-float-label textarea::placeholder,
-.p-float-label .p-chips-multiple-container input::placeholder {
+.p-float-label .p-chips-multiple-container input::placeholder,
+.p-float-label .p-multiselect-label {
   color: transparent !important;
 }
 
@@ -82,6 +83,7 @@ body .p-button {
 .p-float-label textarea.p-filled::placeholder,
 .p-float-label .p-inputwrapper-focus input::placeholder,
 .p-float-label .p-inputwrapper-filled input::placeholder,
-.p-float-label .p-chips-multiple-container input:focus::placeholder {
+.p-float-label .p-chips-multiple-container input:focus::placeholder,
+.p-float-label .p-multiselect:focus-within .p-multiselect-label {
   color: rgba(0, 0, 0, 0.6) !important;
 }
diff --git a/src/assets/theme.css b/src/assets/theme.css
index b94f71aa..5a6f2474 100644
--- a/src/assets/theme.css
+++ b/src/assets/theme.css
@@ -1545,7 +1545,7 @@
 .p-button.p-button-outlined {
   background-color: transparent;
   color: #3F51B5;
-  border: 1px solid;
+  border: 1px solid !important;
 }
 .p-button.p-button-outlined:enabled:hover {
   background: rgba(63, 81, 181, 0.04);
@@ -1640,7 +1640,7 @@
 }
 .p-button.p-button-sm {
   font-size: 0.875rem;
-  padding: 0.499625rem 0.65625rem;
+  padding: 0.2rem 0.4rem;
 }
 .p-button.p-button-sm .p-button-icon {
   font-size: 0.875rem;
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index e75c9a0a..4f3a0cd8 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -13,1459 +13,1474 @@
         </div>
       </div>
       <div class="mavedb-wizard">
-        <Stepper v-model:active-step="activeWizardStep">
-          <StepperPanel>
-            <template #header="{index, clickCallback}">
-              <button
-                class="p-stepper-action"
-                :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                role="tab"
-                @click="clickCallback"
-              >
-                <span class="p-stepper-number">{{ index + 1 }}</span>
-                <span class="p-stepper-title">Parent experiment and context</span>
-              </button>
-            </template>
-            <template #content="{nextCallback: showNextWizardStep}">
-              <div class="mavedb-wizard-form">
-                <div class="mavedb-wizard-form-content-background"></div>
-                <div v-if="experimentUrn && experiment">
+        <Stepper v-model:value="activeWizardStep">
+          <StepList>
+            <Step :value="0">Parent experiment and context</Step>
+            <Step :value="1">Score set information</Step>
+            <Step :value="2">Targets</Step>
+            <Step v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 3">Target {{ targetIdx + 1 }}</Step>
+            <Step :value="numTargets + 3">Score Calibration</Step>
+            <Step :value="numTargets + 4">Variant Scores</Step>
+          </StepList>
+          <StepPanels>
+            <StepPanel v-slot="{ activateCallback }" :value="0">
+              <!-- <template #header="{index, clickCallback}">
+                <button
+                  class="p-stepper-action"
+                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
+                  role="tab"
+                  @click="clickCallback"
+                >
+                  <span class="p-stepper-number">{{ index + 1 }}</span>
+                  <span class="p-stepper-title">Parent experiment and context</span>
+                </button>
+              </template> -->
+              <!-- <template #content="{nextCallback: showNextWizardStep}"> -->
+                <div class="mavedb-wizard-form">
+                  <div class="mavedb-wizard-form-content-background"></div>
+                  <div v-if="experimentUrn && experiment">
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-experiment')"> Experiment: {{ experimentUrn }} </label>
+                        <div class="mavedb-help-small">
+                          To add a score set to a different experiment, supercede a score set or add a score set to
+                          meta-analysis, please navigate to "New score set". For more on the relationship between score
+                          sets and experiments, see the
+                          <a :href="`${config.appBaseUrl}/docs/mavedb/record_types.html#record-types`" target="_blank"
+                            >documentation</a
+                          >.
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        Experiment title:
+                        <router-link :to="{name: 'experiment', params: {urn: experimentUrn}}">
+                          {{ experiment.title }}
+                        </router-link>
+                      </div>
+                    </div>
+                  </div>
+                  <div v-else>
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-superseding-score-set-label')">
+                          Does this score set correct errors in and replace a score set previously published on MaveDB
+                          that you created?
+                        </label>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <InputSwitch
+                          v-model="isSupersedingScoreSet"
+                          :aria-labelledby="scopedId('input-superseding-score-set-label')"
+                        />
+                        <div class="mavedb-switch-value">
+                          {{
+                            isSupersedingScoreSet
+                              ? 'Yes, this supersedes another score set'
+                              : 'No, this does not supersede another score set'
+                          }}
+                        </div>
+                      </div>
+                    </div>
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-is-meta-analysis-label')">Is this score set a meta-analysis?</label>
+                        <div class="mavedb-help-small">
+                          Meta-analyses are score sets derived from data in other score sets that were created by you or
+                          other users. For example:
+                          <ul>
+                            <li>a score set that combines data from two other score sets to produce new scores, or</li>
+                            <li>a score set that adds imputed missing values to the scores in another score set.</li>
+                          </ul>
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <InputSwitch
+                          v-model="isMetaAnalysis"
+                          :aria-labelledby="scopedId('input-is-meta-analysis-label')"
+                        />
+                        <div class="mavedb-switch-value">
+                          {{ isMetaAnalysis ? 'Yes, this is a meta-analysis' : 'No, this is not a meta-analysis' }}
+                        </div>
+                      </div>
+                    </div>
+                    <div v-if="!isSupersedingScoreSet && !isMetaAnalysis" class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        To which experiment does this score set belong?
+                        <div class="mavedb-help-small">
+                          For more on the relationship between score sets and experiments, see the
+                          <a :href="`${config.appBaseUrl}/docs/mavedb/record_types.html#record-types`" target="_blank"
+                            >documentation</a
+                          >.
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <div style="position: relative">
+                          <span class="p-float-label">
+                            <Dropdown
+                              :id="scopedId('input-experiment')"
+                              ref="experimentInput"
+                              v-model="experiment"
+                              filter
+                              option-label="title"
+                              :options="editableExperiments"
+                              style="width: 100%"
+                              :virtual-scroller-options="{itemSize: 50}"
+                              @change="populateExperimentMetadata"
+                            >
+                              <template #option="slotProps">
+                                {{ slotProps.option.urn }}: {{ slotProps.option.title }}
+                              </template>
+                              <template #empty>
+                                <div style="padding: 10px; text-align: center">No experiments found.</div>
+                              </template>
+                            </Dropdown>
+                            <label :for="scopedId('input-experiment')">Experiment</label>
+                          </span>
+                          <span v-if="validationErrors.experiment" class="mave-field-error">{{
+                            validationErrors.experiment
+                          }}</span>
+                        </div>
+                      </div>
+                    </div>
+                    <div v-if="isSupersedingScoreSet" class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        What score set does this supersede?
+                        <div class="mavedb-help-small">
+                          Type the superseded score set's MaveDB URN here and select it from the list.
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <div class="field">
+                          <span class="p-float-label">
+                            <AutoComplete
+                              :id="scopedId('input-supersededScoreSet')"
+                              ref="supersededScoreSetInput"
+                              v-model="supersededScoreSet"
+                              field="title"
+                              :force-selection="true"
+                              :suggestions="supersededScoreSetSuggestionsList"
+                              @change="populateSupersededScoreSetMetadata"
+                              @complete="searchSupersededScoreSets"
+                            >
+                              <template #item="slotProps">
+                                {{ slotProps.item.urn }}: {{ slotProps.item.title }}
+                              </template>
+                            </AutoComplete>
+                            <label :for="scopedId('input-supersededScoreSet')">Supersedes</label>
+                          </span>
+                          <span v-if="validationErrors.supersededScoreSetUrn" class="mave-field-error">{{
+                            validationErrors.supersededScoreSetUrn
+                          }}</span>
+                        </div>
+                      </div>
+                    </div>
+                    <div v-if="isMetaAnalysis" class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        What score set(s) does this score set analyze?
+                        <div class="mavedb-help-small">
+                          Type a score set's MaveDB URN here and select it from the list. You may choose more than one
+                          score set.
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <div class="field">
+                          <span class="p-float-label">
+                            <AutoComplete
+                              :id="scopedId('input-metaAnalyzesScoreSets')"
+                              ref="metaAnalyzesScoreSetsInput"
+                              v-model="metaAnalyzesScoreSets"
+                              field="title"
+                              :force-selection="true"
+                              :multiple="true"
+                              :suggestions="metaAnalyzesScoreSetSuggestionsList"
+                              @complete="searchMetaAnalyzesScoreSets"
+                            >
+                              <template #item="slotProps">
+                                {{ slotProps.item.urn }}: {{ slotProps.item.title }}
+                              </template>
+                            </AutoComplete>
+                            <label :for="scopedId('input-metaAnalyzesScoreSets')">Meta-analysis for</label>
+                          </span>
+                          <span v-if="validationErrors.metaAnalyzesScoreSetUrns" class="mave-field-error">{{
+                            validationErrors.metaAnalyzesScoreSetUrns
+                          }}</span>
+                        </div>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+                <div class="mavedb-wizard-step-controls-row">
+                  <div class="flex justify-content-end mavedb-wizard-step-controls pt-4">
+                    <Button
+                      :disabled="maxWizardStepValidated < activeWizardStep"
+                      icon="pi pi-arrow-right"
+                      icon-pos="right"
+                      label="Next"
+                      @click="showNextWizardStepIfValid(activateCallback)"
+                    />
+                  </div>
+                </div>
+              <!-- </template> -->
+            </StepPanel>
+            <StepPanel v-slot="{ activateCallback }" :value="1" >
+              <!-- <template #header="{index, clickCallback}">
+                <button
+                  class="p-stepper-action"
+                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
+                  role="tab"
+                  @click="clickCallback"
+                >
+                  <span class="p-stepper-number">{{ index + 1 }}</span>
+                  <span class="p-stepper-title">Score set information</span>
+                </button>
+              </template> -->
+              <!-- <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}"> -->
+                <div class="mavedb-wizard-form">
+                  <div class="mavedb-wizard-form-content-background"></div>
+                  <div v-if="experiment" class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-content-pane">
+                      <Message closable severity="info">
+                        Some fields were autopopulated based on the selected experiment and should be inspected to ensure
+                        they are still relevant to this score set.
+                      </Message>
+                    </div>
+                  </div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-experiment')"> Experiment: {{ experimentUrn }} </label>
+                      <label
+                        >A short title for the score set, to be displayed at the top of the score set's own page.</label
+                      >
                       <div class="mavedb-help-small">
-                        To add a score set to a different experiment, supercede a score set or add a score set to
-                        meta-analysis, please navigate to "New score set". For more on the relationship between score
-                        sets and experiments, see the
-                        <a :href="`${config.appBaseUrl}/docs/mavedb/record_types.html#record-types`" target="_blank"
-                          >documentation</a
-                        >.
+                        Examples: CBS low-B6 imputed and refined, NUDT15 protein stability assay, Arrestin-1 binding,
+                        SpCas9 positive selection
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content">
-                      Experiment title:
-                      <router-link :to="{name: 'experiment', params: {urn: experimentUrn}}">
-                        {{ experiment.title }}
-                      </router-link>
+                    <div class="mavedb-wizard-content field">
+                      <span class="p-float-label">
+                        <InputText :id="scopedId('input-title')" v-model="title" />
+                        <label :for="scopedId('input-title')">Title</label>
+                      </span>
+                      <span v-if="validationErrors.title" class="mave-field-error">{{ validationErrors.title }}</span>
                     </div>
                   </div>
-                </div>
-                <div v-else>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-superseding-score-set-label')">
-                        Does this score set correct errors in and replace a score set previously published on MaveDB
-                        that you created?
+                      <label>
+                        A high-level description of the score set in one or two sentences, to be displayed in search
+                        results.
                       </label>
-                    </div>
-                    <div class="mavedb-wizard-content">
-                      <InputSwitch
-                        v-model="isSupersedingScoreSet"
-                        :aria-labelledby="scopedId('input-superseding-score-set-label')"
-                      />
-                      <div class="mavedb-switch-value">
-                        {{
-                          isSupersedingScoreSet
-                            ? 'Yes, this supersedes another score set'
-                            : 'No, this does not supersede another score set'
-                        }}
+                      <div class="mavedb-help-small">
+                        Example: A Deep Mutational Scan of the human cystathionine-beta-synthase (CBS) using functional
+                        complementation in yeast via DMS-TileSeq at low levels of Vitamin B6.
                       </div>
                     </div>
+                    <div class="mavedb-wizard-content field">
+                      <span class="p-float-label">
+                        <Textarea :id="scopedId('input-shortDescription')" v-model="shortDescription" rows="4" />
+                        <label :for="scopedId('input-shortDescription')">Short description</label>
+                      </span>
+                      <span v-if="validationErrors.shortDescription" class="mave-field-error">{{
+                        validationErrors.shortDescription
+                      }}</span>
+                    </div>
                   </div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-is-meta-analysis-label')">Is this score set a meta-analysis?</label>
+                      <label> The motivation for and approach of the score set. </label>
                       <div class="mavedb-help-small">
-                        Meta-analyses are score sets derived from data in other score sets that were created by you or
-                        other users. For example:
-                        <ul>
-                          <li>a score set that combines data from two other score sets to produce new scores, or</li>
-                          <li>a score set that adds imputed missing values to the scores in another score set.</li>
-                        </ul>
+                        May be formatted using
+                        <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. It is
+                        common for a score set to have the same abstract text as the experiment that it belongs to. The
+                        focus should be on the MAVE data, rather than the full research contribution, so use your
+                        judgement when deciding what details are relevant.
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content">
-                      <InputSwitch
-                        v-model="isMetaAnalysis"
-                        :aria-labelledby="scopedId('input-is-meta-analysis-label')"
-                      />
-                      <div class="mavedb-switch-value">
-                        {{ isMetaAnalysis ? 'Yes, this is a meta-analysis' : 'No, this is not a meta-analysis' }}
-                      </div>
+                    <div class="mavedb-wizard-content field">
+                      <Tabs value="0">
+                        <TabList>
+                          <Tab value="0">Edit</Tab>
+                          <Tab value="1">Preview</Tab>
+                        </TabList>
+                        <TabPanels>
+                          <TabPanel header="Edit" value="0">
+                            <span class="p-float-label">
+                              <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="10" />
+                              <label :for="scopedId('input-abstractText')">Abstract</label>
+                            </span>
+                          </TabPanel>
+                          <TabPanel header="Preview" value="1">
+                            <!-- eslint-disable-next-line vue/no-v-html -->
+                            <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(abstractText)"></div>
+                          </TabPanel>
+                        </TabPanels>
+                      </Tabs>
+                      <span v-if="validationErrors.abstractText" class="mave-field-error">{{
+                        validationErrors.abstractText
+                      }}</span>
                     </div>
                   </div>
-                  <div v-if="!isSupersedingScoreSet && !isMetaAnalysis" class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      To which experiment does this score set belong?
+                      <label>
+                        A condensed description of the data analysis, starting from raw sequence data, suitable for a
+                        specialist audience of MAVE researchers.
+                      </label>
                       <div class="mavedb-help-small">
-                        For more on the relationship between score sets and experiments, see the
-                        <a :href="`${config.appBaseUrl}/docs/mavedb/record_types.html#record-types`" target="_blank"
-                          >documentation</a
-                        >.
+                        May be formatted using
+                        <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. Should
+                        include:
+                        <ul>
+                          <template v-if="isMetaAnalysis">
+                            <li>
+                              a description of how the scores in this score set were generated from the data in the
+                              analyzed score sets, and
+                            </li>
+                          </template>
+                          <template v-else>
+                            <li>
+                              a description of how scores were generated from raw data, including any normalization,
+                            </li>
+                            <li>the sequence read filtering approach used,</li>
+                            <li>details of how replicates were combined (if applicable), and</li>
+                          </template>
+                          <li>
+                            a description of any additional data columns included in the score and count tables, including
+                            column naming conventions.
+                          </li>
+                        </ul>
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content">
-                      <div style="position: relative">
+                    <div class="mavedb-wizard-content field">
+                      <TabView>
+                        <TabPanel header="Edit">
+                          <span class="p-float-label">
+                            <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
+                            <label :for="scopedId('input-methodText')">Methods</label>
+                          </span>
+                        </TabPanel>
+                        <TabPanel header="Preview">
+                          <!-- eslint-disable-next-line vue/no-v-html -->
+                          <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(methodText)"></div>
+                        </TabPanel>
+                      </TabView>
+                      <span v-if="validationErrors.methodText" class="mave-field-error">{{
+                        validationErrors.methodText
+                      }}</span>
+                    </div>
+                  </div>
+                  <div>
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label>
+                          The license under which the data in the score set is made available to the public.
+                        </label>
+                        <div class="mavedb-help-small">
+                          For more on data licensing in MaveDB, see the
+                          <a :href="`${config.appBaseUrl}/docs/mavedb/data_licensing.html#data-licensing`" target="_blank"
+                            >documentation</a
+                          >.
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content field">
                         <span class="p-float-label">
                           <Dropdown
-                            :id="scopedId('input-experiment')"
-                            ref="experimentInput"
-                            v-model="experiment"
-                            filter
-                            option-label="title"
-                            :options="editableExperiments"
-                            style="width: 100%"
-                            :virtual-scroller-options="{itemSize: 50}"
-                            @change="populateExperimentMetadata"
+                            :id="scopedId('input-targetLicenseId')"
+                            v-model="licenseId"
+                            option-label="longName"
+                            option-value="id"
+                            :options="licenses"
+                            style="min-width: 500px"
+                          />
+                          <label :for="scopedId('input-targetLicenseId')">License</label>
+                        </span>
+                        <Message
+                          v-if="licenseId && licenses && licenses.find((l) => l.id == licenseId)?.shortName != 'CC0'"
+                          closable
+                          severity="warn"
+                        >
+                          Choosing a license with these restrictions may cause your score set to be excluded from data
+                          federation and aggregation by MaveDB collaborators.
+                        </Message>
+                      </div>
+                    </div>
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        Would you like to define any additional restrictions governing the usage of data within this score
+                        set?
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <InputSwitch
+                          v-model="hasCustomUsagePolicy"
+                          :aria-labelledby="scopedId('input-has-custom-usage-policy')"
+                        />
+                        <div class="mavedb-switch-value">
+                          {{
+                            hasCustomUsagePolicy
+                              ? 'Yes, I would like to define additional usage guidelines'
+                              : 'No, I do not need to define additional usage guidenlines'
+                          }}
+                        </div>
+                      </div>
+                    </div>
+                    <div v-if="hasCustomUsagePolicy" class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label> Any additional guidelines governing the usage of the data in this score set. </label>
+                        <div class="mavedb-help-small">
+                          This may assert, for example, the original author's right to publish the data first.
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content field">
+                        <span class="p-float-label">
+                          <Textarea :id="scopedId('input-dataUsagePolicy')" v-model="dataUsagePolicy" rows="4" />
+                          <label :for="scopedId('input-dataUsagePolicy')">Data usage guidelines</label>
+                        </span>
+                        <span v-if="validationErrors.dataUsagePolicy" class="mave-field-error">{{
+                          validationErrors.dataUsagePolicy
+                        }}</span>
+                      </div>
+                    </div>
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label>
+                          Contributors who may edit this score set. Enter each contributor's
+                          <a href="https://orcid.org" target="_blank">ORCID</a> ID and confirm their name.
+                        </label>
+                        <div class="mavedb-help-small">Examples: 1111-1111-1111-1111</div>
+                      </div>
+                      <div class="mavedb-wizard-content field">
+                        <span class="p-float-label">
+                          <Chips
+                            :id="scopedId('input-contributors')"
+                            ref="contributorsInput"
+                            v-model="contributors"
+                            :add-on-blur="true"
+                            :allow-duplicate="false"
+                            placeholder="Type or paste ORCID IDs here."
+                            @add="newContributorsAdded"
+                            @keyup.escape="clearContributorSearch"
                           >
-                            <template #option="slotProps">
-                              {{ slotProps.option.urn }}: {{ slotProps.option.title }}
-                            </template>
-                            <template #empty>
-                              <div style="padding: 10px; text-align: center">No experiments found.</div>
+                            <template #chip="slotProps">
+                              <div>
+                                <div v-if="slotProps.value.givenName || slotProps.value.familyName">
+                                  {{ slotProps.value.givenName }} {{ slotProps.value.familyName }} ({{
+                                    slotProps.value.orcidId
+                                  }})
+                                </div>
+                                <div v-else>{{ slotProps.value.orcidId }}</div>
+                              </div>
                             </template>
-                          </Dropdown>
-                          <label :for="scopedId('input-experiment')">Experiment</label>
+                          </Chips>
+                          <label :for="scopedId('input-contributors')">Contributors</label>
                         </span>
-                        <span v-if="validationErrors.experiment" class="mave-field-error">{{
-                          validationErrors.experiment
+                        <span v-if="validationErrors.contributors" class="mave-field-error">{{
+                          validationErrors.contributors
                         }}</span>
                       </div>
                     </div>
-                  </div>
-                  <div v-if="isSupersedingScoreSet" class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      What score set does this supersede?
-                      <div class="mavedb-help-small">
-                        Type the superseded score set's MaveDB URN here and select it from the list.
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-doiIdentifiers')">
+                          The DOIs of any digital resources associated with the score set.
+                        </label>
+                        <div class="mavedb-help-small">
+                          Please note: If you would like to associate publications with this score set via their DOI,
+                          please do not do so here. Instead, use the publication identifiers field below.
+                        </div>
                       </div>
-                    </div>
-                    <div class="mavedb-wizard-content">
-                      <div class="field">
+                      <div class="mavedb-wizard-content field">
                         <span class="p-float-label">
-                          <AutoComplete
-                            :id="scopedId('input-supersededScoreSet')"
-                            ref="supersededScoreSetInput"
-                            v-model="supersededScoreSet"
-                            field="title"
-                            :force-selection="true"
-                            :suggestions="supersededScoreSetSuggestionsList"
-                            @change="populateSupersededScoreSetMetadata"
-                            @complete="searchSupersededScoreSets"
+                          <Chips
+                            :id="scopedId('input-doiIdentifiers')"
+                            v-model="doiIdentifiers"
+                            :add-on-blur="true"
+                            :allow-duplicate="false"
+                            @add="acceptNewDoiIdentifier"
                           >
-                            <template #item="slotProps">
-                              {{ slotProps.item.urn }}: {{ slotProps.item.title }}
+                            <template #chip="slotProps">
+                              <div>
+                                <div>{{ slotProps.value.identifier }}</div>
+                              </div>
                             </template>
-                          </AutoComplete>
-                          <label :for="scopedId('input-supersededScoreSet')">Supersedes</label>
+                          </Chips>
+                          <label :for="scopedId('input-doiIdentifiers')">DOI identifiers</label>
                         </span>
-                        <span v-if="validationErrors.supersededScoreSetUrn" class="mave-field-error">{{
-                          validationErrors.supersededScoreSetUrn
+                        <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
+                          validationErrors.doiIdentifiers
                         }}</span>
                       </div>
                     </div>
-                  </div>
-                  <div v-if="isMetaAnalysis" class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      What score set(s) does this score set analyze?
-                      <div class="mavedb-help-small">
-                        Type a score set's MaveDB URN here and select it from the list. You may choose more than one
-                        score set.
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label>
+                          Any publications associated with the score set. You can search for publications to add by DOI,
+                          PubMed ID, bioRxiv ID, or medRxiv ID.
+                        </label>
+                        <div class="mavedb-help-small">
+                          Example searches: https://doi.org/10.1038/s41467-023-43041-4 (DOI as link),
+                          10.1038/s41467-023-43041-4 (DOI), 38057330 (a Pubmed ID), 2022.06.10.22276179 (a bioRxiv or
+                          medRxiv ID)
+                        </div>
                       </div>
-                    </div>
-                    <div class="mavedb-wizard-content">
-                      <div class="field">
+                      <div class="mavedb-wizard-content field">
                         <span class="p-float-label">
                           <AutoComplete
-                            :id="scopedId('input-metaAnalyzesScoreSets')"
-                            ref="metaAnalyzesScoreSetsInput"
-                            v-model="metaAnalyzesScoreSets"
-                            field="title"
-                            :force-selection="true"
+                            :id="scopedId('input-publicationIdentifiers')"
+                            ref="publicationIdentifiersInput"
+                            v-model="publicationIdentifiers"
                             :multiple="true"
-                            :suggestions="metaAnalyzesScoreSetSuggestionsList"
-                            @complete="searchMetaAnalyzesScoreSets"
+                            option-label="identifier"
+                            :suggestions="publicationIdentifierSuggestionsList"
+                            @complete="searchPublicationIdentifiers"
+                            @item-select="acceptNewPublicationIdentifier"
+                            @item-unselect="removePublicationIdentifier"
+                            @keyup.escape="clearPublicationIdentifierSearch"
                           >
+                            <template #chip="slotProps">
+                              <div>
+                                <div>
+                                  {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
+                                </div>
+                              </div>
+                            </template>
                             <template #item="slotProps">
-                              {{ slotProps.item.urn }}: {{ slotProps.item.title }}
+                              <div>
+                                <div>Title: {{ slotProps.item.title }}</div>
+                                <div>DOI: {{ slotProps.item.doi }}</div>
+                                <div>Identifier: {{ slotProps.item.identifier }}</div>
+                                <div>Database: {{ slotProps.item.dbName }}</div>
+                              </div>
                             </template>
                           </AutoComplete>
-                          <label :for="scopedId('input-metaAnalyzesScoreSets')">Meta-analysis for</label>
+                          <label :for="scopedId('input-publicationIdentifiers')">Publication identifiers</label>
                         </span>
-                        <span v-if="validationErrors.metaAnalyzesScoreSetUrns" class="mave-field-error">{{
-                          validationErrors.metaAnalyzesScoreSetUrns
+                        <span v-if="validationErrors.publicationIdentifiers" class="mave-field-error">{{
+                          validationErrors.publicationIdentifiers
                         }}</span>
                       </div>
                     </div>
-                  </div>
-                </div>
-              </div>
-              <div class="mavedb-wizard-step-controls-row">
-                <div class="flex justify-content-end mavedb-wizard-step-controls pt-4">
-                  <Button
-                    :disabled="maxWizardStepValidated < activeWizardStep"
-                    icon="pi pi-arrow-right"
-                    icon-pos="right"
-                    label="Next"
-                    @click="showNextWizardStepIfValid(showNextWizardStep)"
-                  />
-                </div>
-              </div>
-            </template>
-          </StepperPanel>
-          <StepperPanel>
-            <template #header="{index, clickCallback}">
-              <button
-                class="p-stepper-action"
-                :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                role="tab"
-                @click="clickCallback"
-              >
-                <span class="p-stepper-number">{{ index + 1 }}</span>
-                <span class="p-stepper-title">Score set information</span>
-              </button>
-            </template>
-            <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}">
-              <div class="mavedb-wizard-form">
-                <div class="mavedb-wizard-form-content-background"></div>
-                <div v-if="experiment" class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-content-pane">
-                    <Message severity="info">
-                      Some fields were autopopulated based on the selected experiment and should be inspected to ensure
-                      they are still relevant to this score set.
-                    </Message>
-                  </div>
-                </div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label
-                      >A short title for the score set, to be displayed at the top of the score set's own page.</label
-                    >
-                    <div class="mavedb-help-small">
-                      Examples: CBS low-B6 imputed and refined, NUDT15 protein stability assay, Arrestin-1 binding,
-                      SpCas9 positive selection
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
-                      <InputText :id="scopedId('input-title')" v-model="title" />
-                      <label :for="scopedId('input-title')">Title</label>
-                    </span>
-                    <span v-if="validationErrors.title" class="mave-field-error">{{ validationErrors.title }}</span>
-                  </div>
-                </div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label>
-                      A high-level description of the score set in one or two sentences, to be displayed in search
-                      results.
-                    </label>
-                    <div class="mavedb-help-small">
-                      Example: A Deep Mutational Scan of the human cystathionine-beta-synthase (CBS) using functional
-                      complementation in yeast via DMS-TileSeq at low levels of Vitamin B6.
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
-                      <Textarea :id="scopedId('input-shortDescription')" v-model="shortDescription" rows="4" />
-                      <label :for="scopedId('input-shortDescription')">Short description</label>
-                    </span>
-                    <span v-if="validationErrors.shortDescription" class="mave-field-error">{{
-                      validationErrors.shortDescription
-                    }}</span>
-                  </div>
-                </div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label> The motivation for and approach of the score set. </label>
-                    <div class="mavedb-help-small">
-                      May be formatted using
-                      <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. It is
-                      common for a score set to have the same abstract text as the experiment that it belongs to. The
-                      focus should be on the MAVE data, rather than the full research contribution, so use your
-                      judgement when deciding what details are relevant.
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-content field">
-                    <TabView>
-                      <TabPanel header="Edit">
+                    <div v-if="publicationIdentifiers.length > 1" class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label> Of the above publications, the primary publication that describes the score set. </label>
+                      </div>
+                      <div class="mavedb-wizard-content field">
                         <span class="p-float-label">
-                          <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="10" />
-                          <label :for="scopedId('input-abstractText')">Abstract</label>
+                          <Multiselect
+                            :id="scopedId('input-primaryPublicationIdentifiers')"
+                            ref="primaryPublicationIdentifiersInput"
+                            v-model="primaryPublicationIdentifiers"
+                            option-label="identifier"
+                            :options="publicationIdentifiers"
+                            placeholder="Select a primary publication (Where the dataset is described)"
+                            :selection-limit="1"
+                            style="width: 100%"
+                          >
+                            <template #option="slotProps">
+                              <div class="field">
+                                <div>Title: {{ slotProps.option.title }}</div>
+                                <div>DOI: {{ slotProps.option.doi }}</div>
+                                <div>Identifier: {{ slotProps.option.identifier }}</div>
+                                <div>Database: {{ slotProps.option.dbName }}</div>
+                              </div>
+                            </template>
+                          </Multiselect>
+                          <label :for="scopedId('input-primaryPublicationIdentifiers')">Primary publication</label>
                         </span>
-                      </TabPanel>
-                      <TabPanel header="Preview">
-                        <!-- eslint-disable-next-line vue/no-v-html -->
-                        <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(abstractText)"></div>
-                      </TabPanel>
-                    </TabView>
-                    <span v-if="validationErrors.abstractText" class="mave-field-error">{{
-                      validationErrors.abstractText
-                    }}</span>
-                  </div>
-                </div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label>
-                      A condensed description of the data analysis, starting from raw sequence data, suitable for a
-                      specialist audience of MAVE researchers.
-                    </label>
-                    <div class="mavedb-help-small">
-                      May be formatted using
-                      <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. Should
-                      include:
-                      <ul>
-                        <template v-if="isMetaAnalysis">
-                          <li>
-                            a description of how the scores in this score set were generated from the data in the
-                            analyzed score sets, and
-                          </li>
-                        </template>
-                        <template v-else>
-                          <li>
-                            a description of how scores were generated from raw data, including any normalization,
-                          </li>
-                          <li>the sequence read filtering approach used,</li>
-                          <li>details of how replicates were combined (if applicable), and</li>
-                        </template>
-                        <li>
-                          a description of any additional data columns included in the score and count tables, including
-                          column naming conventions.
-                        </li>
-                      </ul>
+                        <span v-if="validationErrors.primaryPublicationIdentifiers" class="mave-field-error">{{
+                          validationErrors.primaryPublicationIdentifiers
+                        }}</span>
+                      </div>
                     </div>
-                  </div>
-                  <div class="mavedb-wizard-content field">
-                    <TabView>
-                      <TabPanel header="Edit">
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label> Any additional metadata about the score set, as a JSON file. </label>
+                      </div>
+                      <div class="mavedb-wizard-content field">
                         <span class="p-float-label">
-                          <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
-                          <label :for="scopedId('input-methodText')">Methods</label>
+                          <FileUpload
+                            :id="scopedId('input-extraMetadataFile')"
+                            accept="application/json"
+                            :auto="false"
+                            choose-label="Extra metadata"
+                            :class="inputClasses.extraMetadataFile"
+                            :custom-upload="true"
+                            :file-limit="1"
+                            :show-cancel-button="false"
+                            :show-upload-button="false"
+                            @remove="fileCleared('extraMetadataFile')"
+                            @select="fileSelected('extraMetadataFile', $event)"
+                          >
+                            <template #empty>
+                              <p>Upload a JSON file here.</p>
+                            </template>
+                          </FileUpload>
                         </span>
-                      </TabPanel>
-                      <TabPanel header="Preview">
-                        <!-- eslint-disable-next-line vue/no-v-html -->
-                        <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(methodText)"></div>
-                      </TabPanel>
-                    </TabView>
-                    <span v-if="validationErrors.methodText" class="mave-field-error">{{
-                      validationErrors.methodText
-                    }}</span>
+                        <span v-if="validationErrors.extraMetadata" class="mave-field-error">{{
+                          validationErrors.extraMetadata
+                        }}</span>
+                      </div>
+                    </div>
+                  </div>
+                </div>
+                <div class="mavedb-wizard-step-controls-row">
+                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
+                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                    <Button
+                      :disabled="maxWizardStepValidated < activeWizardStep"
+                      icon="pi pi-arrow-right"
+                      icon-pos="right"
+                      label="Next"
+                      @click="showNextWizardStepIfValid(activateCallback)"
+                    />
                   </div>
                 </div>
-                <div>
+              <!-- </template> -->
+            </StepPanel>
+
+            <StepPanel v-slot="{ activateCallback }" :value="2" >
+              <!-- <template #header="{index, clickCallback}">
+                <button
+                  class="p-stepper-action"
+                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
+                  role="tab"
+                  @click="clickCallback"
+                >
+                  <span class="p-stepper-number">{{ index + 1 }}</span>
+                  <span class="p-stepper-title">Targets</span>
+                </button>
+              </template> -->
+              <!-- <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}"> -->
+                <div class="mavedb-wizard-form">
+                  <div class="mavedb-wizard-form-content-background"></div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label>
-                        The license under which the data in the score set is made available to the public.
-                      </label>
+                      <label :id="scopedId('input-scoreSetIsSequenceBasedLabel')"
+                        >Will you be uploading the target sequences used for your assay?</label
+                      >
                       <div class="mavedb-help-small">
-                        For more on data licensing in MaveDB, see the
-                        <a :href="`${config.appBaseUrl}/docs/mavedb/data_licensing.html#data-licensing`" target="_blank"
-                          >documentation</a
-                        >.
+                        The target sequence is the sequence that was mutagenized to create the variant library, such as in
+                        a cDNA-based deep mutational scan. If your variants were generated by editing the genome directly
+                        (e.g., using saturation genome editing or base editing), you should provide an Ensembl or RefSeq
+                        accession instead of uploading the target locus sequence as your own target.
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
-                        <Dropdown
-                          :id="scopedId('input-targetLicenseId')"
-                          v-model="licenseId"
-                          option-label="longName"
-                          option-value="id"
-                          :options="licenses"
-                          style="min-width: 500px"
-                        />
-                        <label :for="scopedId('input-targetLicenseId')">License</label>
-                      </span>
-                      <Message
-                        v-if="licenseId && licenses && licenses.find((l) => l.id == licenseId)?.shortName != 'CC0'"
-                        severity="warn"
-                      >
-                        Choosing a license with these restrictions may cause your score set to be excluded from data
-                        federation and aggregation by MaveDB collaborators.
-                      </Message>
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      Would you like to define any additional restrictions governing the usage of data within this score
-                      set?
-                    </div>
                     <div class="mavedb-wizard-content">
                       <InputSwitch
-                        v-model="hasCustomUsagePolicy"
-                        :aria-labelledby="scopedId('input-has-custom-usage-policy')"
+                        v-model="isTargetSequence"
+                        :aria-labelledby="scopedId('input-scoreSetIsSequenceBasedLabel')"
                       />
                       <div class="mavedb-switch-value">
                         {{
-                          hasCustomUsagePolicy
-                            ? 'Yes, I would like to define additional usage guidelines'
-                            : 'No, I do not need to define additional usage guidenlines'
+                          isTargetSequence
+                            ? 'Yes, variants are described relative to a target sequence.'
+                            : 'No, variants are described relative to a RefSeq or Ensembl accession (either a transcript or chromosome).'
                         }}
                       </div>
                     </div>
                   </div>
-                  <div v-if="hasCustomUsagePolicy" class="mavedb-wizard-row">
+
+                  <div v-if="!isTargetSequence" class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label> Any additional guidelines governing the usage of the data in this score set. </label>
+                      <label :id="scopedId('input-isBaseEditorData')"
+                        >Does this score set reperesent base editor data?</label
+                      >
                       <div class="mavedb-help-small">
-                        This may assert, for example, the original author's right to publish the data first.
+                        Base editor data is a type of functional assay that is similar in many respects to MAVE data. When
+                        uploading base editor data, you must also include a 'guide_sequence' column in your uploaded
+                        scores (and counts) file(s).
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
-                        <Textarea :id="scopedId('input-dataUsagePolicy')" v-model="dataUsagePolicy" rows="4" />
-                        <label :for="scopedId('input-dataUsagePolicy')">Data usage guidelines</label>
-                      </span>
-                      <span v-if="validationErrors.dataUsagePolicy" class="mave-field-error">{{
-                        validationErrors.dataUsagePolicy
-                      }}</span>
+                    <div class="mavedb-wizard-content">
+                      <InputSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
+                      <div class="mavedb-switch-value">
+                        {{
+                          isBaseEditor
+                            ? 'Yes, this score set represents base editor data.'
+                            : 'No, this score set does not represent base editor data.'
+                        }}
+                      </div>
                     </div>
                   </div>
+
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label>
-                        Contributors who may edit this score set. Enter each contributor's
-                        <a href="https://orcid.org" target="_blank">ORCID</a> ID and confirm their name.
-                      </label>
-                      <div class="mavedb-help-small">Examples: 1111-1111-1111-1111</div>
+                      <label :id="scopedId('input-scoreSetHasMultipleTargetsLabel')"
+                        >Does this score set describe variants with respect to more than one target?</label
+                      >
+                      <div class="mavedb-help-small">
+                        Some experiments might describe variants against two or more distinct target sequences. If this is
+                        the case, your variants will need to be described explicitly from the target they came from.
+                      </div>
                     </div>
-                    <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
-                        <Chips
-                          :id="scopedId('input-contributors')"
-                          ref="contributorsInput"
-                          v-model="contributors"
-                          :add-on-blur="true"
-                          :allow-duplicate="false"
-                          placeholder="Type or paste ORCID IDs here."
-                          @add="newContributorsAdded"
-                          @keyup.escape="clearContributorSearch"
-                        >
-                          <template #chip="slotProps">
-                            <div>
-                              <div v-if="slotProps.value.givenName || slotProps.value.familyName">
-                                {{ slotProps.value.givenName }} {{ slotProps.value.familyName }} ({{
-                                  slotProps.value.orcidId
-                                }})
-                              </div>
-                              <div v-else>{{ slotProps.value.orcidId }}</div>
-                            </div>
-                          </template>
-                        </Chips>
-                        <label :for="scopedId('input-contributors')">Contributors</label>
-                      </span>
-                      <span v-if="validationErrors.contributors" class="mave-field-error">{{
-                        validationErrors.contributors
-                      }}</span>
+                    <div class="mavedb-wizard-content">
+                      <InputSwitch
+                        v-model="isMultiTarget"
+                        :aria-labelledby="scopedId('input-scoreSetHasMultipleTargetsLabel')"
+                      />
+                      <div class="mavedb-switch-value">
+                        {{
+                          isMultiTarget
+                            ? 'Yes, variants are described relative to multiple target sequences.'
+                            : 'No, variants are described relative to a single target sequence.'
+                        }}
+                      </div>
                     </div>
                   </div>
-                  <div class="mavedb-wizard-row">
+
+                  <div v-if="isMultiTarget" class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-doiIdentifiers')">
-                        The DOIs of any digital resources associated with the score set.
-                      </label>
-                      <div class="mavedb-help-small">
-                        Please note: If you would like to associate publications with this score set via their DOI,
-                        please do not do so here. Instead, use the publication identifiers field below.
-                      </div>
+                      <label>How many targets will be included with this score set?</label>
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <Chips
-                          :id="scopedId('input-doiIdentifiers')"
-                          v-model="doiIdentifiers"
-                          :add-on-blur="true"
-                          :allow-duplicate="false"
-                          @add="acceptNewDoiIdentifier"
-                        >
-                          <template #chip="slotProps">
-                            <div>
-                              <div>{{ slotProps.value.identifier }}</div>
-                            </div>
-                          </template>
-                        </Chips>
-                        <label :for="scopedId('input-doiIdentifiers')">DOI identifiers</label>
+                        <InputNumber
+                          :id="scopedId(`input-numTargets`)"
+                          v-model="numTargets"
+                          button-layout="stacked"
+                          :min="isMultiTarget ? 2 : 1"
+                          show-buttons
+                          suffix=" targets"
+                        />
+                        <label :for="scopedId(`input-numTargets`)">Targets</label>
                       </span>
-                      <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
-                        validationErrors.doiIdentifiers
-                      }}</span>
                     </div>
                   </div>
-                  <div class="mavedb-wizard-row">
+                </div>
+                <div class="mavedb-wizard-step-controls-row">
+                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
+                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                    <Button
+                      :disabled="maxWizardStepValidated < activeWizardStep"
+                      icon="pi pi-arrow-right"
+                      icon-pos="right"
+                      label="Next"
+                      @click="showNextWizardStepIfValid(activateCallback)"
+                    />
+                  </div>
+                </div>
+              <!-- </template> -->
+            </StepPanel>
+            <StepPanel v-slot="{ activateCallback }" v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 3">
+              <!-- <template #header="{index, clickCallback}">
+                <button
+                  class="p-stepper-action"
+                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
+                  role="tab"
+                  @click="clickCallback"
+                >
+                  <span class="p-stepper-number">{{ index + 1 }}</span>
+                  <span class="p-stepper-title">Target {{ targetNum }}</span>
+                </button>
+              </template> -->
+              <!-- <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}"> -->
+                <div class="mavedb-wizard-form">
+                  <div class="mavedb-wizard-form-content-background"></div>
+                  <div v-if="isTargetSequence" class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label>
-                        Any publications associated with the score set. You can search for publications to add by DOI,
-                        PubMed ID, bioRxiv ID, or medRxiv ID.
-                      </label>
+                      <label>Copy target from a previously created target</label>
                       <div class="mavedb-help-small">
-                        Example searches: https://doi.org/10.1038/s41467-023-43041-4 (DOI as link),
-                        10.1038/s41467-023-43041-4 (DOI), 38057330 (a Pubmed ID), 2022.06.10.22276179 (a bioRxiv or
-                        medRxiv ID)
+                        Use this autocomplete field to find an existing target from one of your published or unpublished
+                        score sets in MaveDB and fill this target with its metadata. You'll still be able to edit any
+                        fields below.
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
                         <AutoComplete
-                          :id="scopedId('input-publicationIdentifiers')"
-                          ref="publicationIdentifiersInput"
-                          v-model="publicationIdentifiers"
-                          :multiple="true"
-                          option-label="identifier"
-                          :suggestions="publicationIdentifierSuggestionsList"
-                          @complete="searchPublicationIdentifiers"
-                          @item-select="acceptNewPublicationIdentifier"
-                          @item-unselect="removePublicationIdentifier"
-                          @keyup.escape="clearPublicationIdentifierSearch"
+                          :id="scopedId('input-existingTargetGene')"
+                          ref="existingTargetGeneInput"
+                          v-model="createdTargetGenes[targetIdx].autofilledTargetGene"
+                          field="name"
+                          :force-selection="true"
+                          :suggestions="targetGeneSuggestionsList"
+                          @complete="searchTargetGenes"
+                          @item-select="autofillFromExistingTarget($event, targetIdx)"
                         >
-                          <template #chip="slotProps">
-                            <div>
-                              <div>
-                                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                              </div>
-                            </div>
-                          </template>
                           <template #item="slotProps">
                             <div>
-                              <div>Title: {{ slotProps.item.title }}</div>
-                              <div>DOI: {{ slotProps.item.doi }}</div>
-                              <div>Identifier: {{ slotProps.item.identifier }}</div>
-                              <div>Database: {{ slotProps.item.dbName }}</div>
+                              <div>Name: {{ slotProps.item.name }}</div>
+                              <div>Category: {{ textForTargetGeneCategory(slotProps.item.category) }}</div>
+                              <div
+                                v-for="externalIdentifier of slotProps.item.externalIdentifiers"
+                                :key="externalIdentifier.identifier"
+                              >
+                                {{ externalIdentifier.identifier.dbName }}:
+                                {{ externalIdentifier.identifier.identifier }}, Offset: {{ externalIdentifier.offset }}
+                              </div>
                             </div>
                           </template>
                         </AutoComplete>
-                        <label :for="scopedId('input-publicationIdentifiers')">Publication identifiers</label>
+                        <label :for="scopedId('input-existingTargetGene')">Copy from an existing target</label>
                       </span>
-                      <span v-if="validationErrors.publicationIdentifiers" class="mave-field-error">{{
-                        validationErrors.publicationIdentifiers
-                      }}</span>
                     </div>
                   </div>
-                  <div v-if="publicationIdentifiers.length > 1" class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label> Of the above publications, the primary publication that describes the score set. </label>
+                      <label>The name of the target</label>
+                      <div class="mavedb-help-small">
+                        This name will be used to identify the target on the score set page and can be used to autofill
+                        from this target in the future. Most users choose to name this target after the associated gene,
+                        if applicable.
+                      </div>
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <Multiselect
-                          :id="scopedId('input-primaryPublicationIdentifiers')"
-                          ref="primaryPublicationIdentifiersInput"
-                          v-model="primaryPublicationIdentifiers"
-                          option-label="identifier"
-                          :options="publicationIdentifiers"
-                          placeholder="Select a primary publication (Where the dataset is described)"
-                          :selection-limit="1"
+                        <InputText
+                          :id="scopedId('input-targetGeneName')"
+                          v-model="createdTargetGenes[targetIdx].targetGene.name"
                           style="width: 100%"
-                        >
-                          <template #option="slotProps">
-                            <div class="field">
-                              <div>Title: {{ slotProps.option.title }}</div>
-                              <div>DOI: {{ slotProps.option.doi }}</div>
-                              <div>Identifier: {{ slotProps.option.identifier }}</div>
-                              <div>Database: {{ slotProps.option.dbName }}</div>
-                            </div>
-                          </template>
-                        </Multiselect>
-                        <label :for="scopedId('input-primaryPublicationIdentifiers')">Primary publication</label>
+                        />
+                        <label :for="scopedId('input-targetGeneName')">Target name</label>
                       </span>
-                      <span v-if="validationErrors.primaryPublicationIdentifiers" class="mave-field-error">{{
-                        validationErrors.primaryPublicationIdentifiers
+                      <span v-if="validationErrors[`targetGene.${targetIdx}.name`]" class="mave-field-error">{{
+                        validationErrors[`targetGene.${targetIdx}.name`]
                       }}</span>
                     </div>
                   </div>
-                  <div class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      <label> Any additional metadata about the score set, as a JSON file. </label>
-                    </div>
-                    <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
-                        <FileUpload
-                          :id="scopedId('input-extraMetadataFile')"
-                          accept="application/json"
-                          :auto="false"
-                          choose-label="Extra metadata"
-                          :class="inputClasses.extraMetadataFile"
-                          :custom-upload="true"
-                          :file-limit="1"
-                          :show-cancel-button="false"
-                          :show-upload-button="false"
-                          @remove="fileCleared('extraMetadataFile')"
-                          @select="fileSelected('extraMetadataFile', $event)"
+
+                  <div v-if="isTargetSequence">
+                    <div v-if="numTargets > 1" class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label>The label of the target</label>
+                        <div class="mavedb-help-small">
+                          This label is what you use in your variants file to indicate which of your targets the variant
+                          is described relative to. Because it is used with MAVE-HGVS strings, it may not contain any
+                          spaces or colons.
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content field">
+                        <span class="p-float-label">
+                          <InputText
+                            :id="scopedId('input-targetGeneLabel')"
+                            v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.label"
+                            style="width: 100%"
+                          />
+                          <label :for="scopedId('input-targetGeneLabel')">Target label</label>
+                        </span>
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.label`]"
+                          class="mave-field-error"
+                          >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.label`] }}</span
                         >
-                          <template #empty>
-                            <p>Upload a JSON file here.</p>
-                          </template>
-                        </FileUpload>
-                      </span>
-                      <span v-if="validationErrors.extraMetadata" class="mave-field-error">{{
-                        validationErrors.extraMetadata
-                      }}</span>
-                    </div>
-                  </div>
-                </div>
-              </div>
-              <div class="mavedb-wizard-step-controls-row">
-                <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="showPreviousWizardStep" />
-                  <Button
-                    :disabled="maxWizardStepValidated < activeWizardStep"
-                    icon="pi pi-arrow-right"
-                    icon-pos="right"
-                    label="Next"
-                    @click="showNextWizardStepIfValid(showNextWizardStep)"
-                  />
-                </div>
-              </div>
-            </template>
-          </StepperPanel>
-
-          <StepperPanel>
-            <template #header="{index, clickCallback}">
-              <button
-                class="p-stepper-action"
-                :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                role="tab"
-                @click="clickCallback"
-              >
-                <span class="p-stepper-number">{{ index + 1 }}</span>
-                <span class="p-stepper-title">Targets</span>
-              </button>
-            </template>
-            <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}">
-              <div class="mavedb-wizard-form">
-                <div class="mavedb-wizard-form-content-background"></div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label :id="scopedId('input-scoreSetIsSequenceBasedLabel')"
-                      >Will you be uploading the target sequences used for your assay?</label
-                    >
-                    <div class="mavedb-help-small">
-                      The target sequence is the sequence that was mutagenized to create the variant library, such as in
-                      a cDNA-based deep mutational scan. If your variants were generated by editing the genome directly
-                      (e.g., using saturation genome editing or base editing), you should provide an Ensembl or RefSeq
-                      accession instead of uploading the target locus sequence as your own target.
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-content">
-                    <InputSwitch
-                      v-model="isTargetSequence"
-                      :aria-labelledby="scopedId('input-scoreSetIsSequenceBasedLabel')"
-                    />
-                    <div class="mavedb-switch-value">
-                      {{
-                        isTargetSequence
-                          ? 'Yes, variants are described relative to a target sequence.'
-                          : 'No, variants are described relative to a RefSeq or Ensembl accession (either a transcript or chromosome).'
-                      }}
+                      </div>
                     </div>
-                  </div>
-                </div>
 
-                <div v-if="!isTargetSequence" class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label :id="scopedId('input-isBaseEditorData')"
-                      >Does this score set reperesent base editor data?</label
-                    >
-                    <div class="mavedb-help-small">
-                      Base editor data is a type of functional assay that is similar in many respects to MAVE data. When
-                      uploading base editor data, you must also include a 'guide_sequence' column in your uploaded
-                      scores (and counts) file(s).
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-content">
-                    <InputSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
-                    <div class="mavedb-switch-value">
-                      {{
-                        isBaseEditor
-                          ? 'Yes, this score set represents base editor data.'
-                          : 'No, this score set does not represent base editor data.'
-                      }}
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-targetGeneCategory')">The functional category of the target</label>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <span class="p-float-label">
+                          <span class="p-float-label">
+                            <SelectButton
+                              :id="scopedId('input-targetGeneCategory')"
+                              v-model="createdTargetGenes[targetIdx].targetGene.category"
+                              :option-label="textForTargetGeneCategory"
+                              :options="targetGeneCategories"
+                            />
+                          </span>
+                        </span>
+                        <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
+                          validationErrors[`targetGene.${targetIdx}.category`]
+                        }}</span>
+                      </div>
                     </div>
-                  </div>
-                </div>
 
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label :id="scopedId('input-scoreSetHasMultipleTargetsLabel')"
-                      >Does this score set describe variants with respect to more than one target?</label
-                    >
-                    <div class="mavedb-help-small">
-                      Some experiments might describe variants against two or more distinct target sequences. If this is
-                      the case, your variants will need to be described explicitly from the target they came from.
+                    <div v-for="dbName of externalGeneDatabases" :key="dbName" class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
+                          >Link this target to a {{ dbName }} accession</label
+                        >
+                        <!-- only display this verbose help on the first of the external gene database selections. -->
+                        <div v-if="dbName === externalGeneDatabases[0]" class="mavedb-help-small">
+                          If the target sequence provided to MaveDB starts partway through the linked sequence (such as an
+                          assay targeting a single functional domain), the target should also have an “offset”. The offset
+                          is the integer value that should be added to the MaveDB coordinates (which are relative to the
+                          target sequence) in order to match the coordinates in the linked sequence.
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <InputSwitch
+                          v-model="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
+                          :aria-labelledby="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
+                        />
+                        <div class="mavedb-switch-value">
+                          {{
+                            createdTargetGenes[targetIdx].linkedAccessions[dbName]
+                              ? `Yes, link this target to a ${dbName} accession.`
+                              : `No, do not link this target to a ${dbName} accession.`
+                          }}
+                        </div>
+                        <div
+                          v-if="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
+                          class="mavedb-wizard-subcontent field-columns"
+                        >
+                          <div class="p-float-label field-column">
+                            <AutoComplete
+                              :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
+                              v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].identifier"
+                              field="identifier"
+                              :force-selection="false"
+                              style="width: 100%"
+                              :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
+                              @change="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
+                              @complete="searchTargetGeneIdentifiers(dbName, $event)"
+                            />
+                            <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
+                              >{{ dbName }} identifier</label
+                            >
+                          </div>
+                          <span class="p-float-label">
+                            <InputNumber
+                              :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
+                              v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].offset"
+                              button-layout="stacked"
+                              :min="0"
+                              show-buttons
+                              suffix=" bp"
+                            />
+                            <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
+                          </span>
+                        </div>
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`]"
+                          class="mave-field-error"
+                          >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`] }}</span
+                        >
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]"
+                          class="mave-field-error"
+                          >{{
+                            validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]
+                          }}</span
+                        >
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`]"
+                          class="mave-field-error"
+                          >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`] }}</span
+                        >
+                      </div>
                     </div>
-                  </div>
-                  <div class="mavedb-wizard-content">
-                    <InputSwitch
-                      v-model="isMultiTarget"
-                      :aria-labelledby="scopedId('input-scoreSetHasMultipleTargetsLabel')"
-                    />
-                    <div class="mavedb-switch-value">
-                      {{
-                        isMultiTarget
-                          ? 'Yes, variants are described relative to multiple target sequences.'
-                          : 'No, variants are described relative to a single target sequence.'
-                      }}
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-targetGeneTaxonomyLabel')"
+                          >The taxonomy group to which this target belongs</label
+                        >
+                        <div class="mavedb-help-small">
+                          For more details about taxonomy, see the
+                          <a href="https://www.ncbi.nlm.nih.gov/books/NBK53758/" target="_blank"
+                            >NCBI taxonomy help page.</a
+                          >
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <span class="p-float-label">
+                          <AutoComplete
+                            :id="scopedId('input-targetGeneTaxonomyLabel')"
+                            ref="taxonomyInput"
+                            v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.taxonomy"
+                            dropdown
+                            field="organismName"
+                            force-selection
+                            :multiple="false"
+                            :options="taxonomies"
+                            style="width: 100%"
+                            :suggestions="taxonomySuggestionsList"
+                            @complete="searchTaxonomies"
+                            @keyup.escape="clearTaxonomySearch"
+                          >
+                            <template #item="slotProps">
+                              {{ slotProps.item.code }} - {{ slotProps.item.organismName }}
+                              <template v-if="slotProps.item.commonName !== 'NULL' && slotProps.item.commonName !== null"
+                                >/ {{ slotProps.item.commonName }}</template
+                              >
+                            </template>
+                          </AutoComplete>
+                          <label :for="scopedId('input-targetGeneTaxonomyLabel')">Taxonomy</label>
+                        </span>
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`]"
+                          class="mave-field-error"
+                          >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`] }}</span
+                        >
+                      </div>
                     </div>
-                  </div>
-                </div>
-
-                <div v-if="isMultiTarget" class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label>How many targets will be included with this score set?</label>
-                  </div>
-                  <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
-                      <InputNumber
-                        :id="scopedId(`input-numTargets`)"
-                        v-model="numTargets"
-                        button-layout="stacked"
-                        :min="isMultiTarget ? 2 : 1"
-                        show-buttons
-                        suffix=" targets"
-                      />
-                      <label :for="scopedId(`input-numTargets`)">Targets</label>
-                    </span>
-                  </div>
-                </div>
-              </div>
-              <div class="mavedb-wizard-step-controls-row">
-                <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="showPreviousWizardStep" />
-                  <Button
-                    :disabled="maxWizardStepValidated < activeWizardStep"
-                    icon="pi pi-arrow-right"
-                    icon-pos="right"
-                    label="Next"
-                    @click="showNextWizardStepIfValid(showNextWizardStep)"
-                  />
-                </div>
-              </div>
-            </template>
-          </StepperPanel>
-
-          <!-- Annoyingly, `idx in numTargets` is 1-indexed. -->
-          <StepperPanel v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx">
-            <template #header="{index, clickCallback}">
-              <button
-                class="p-stepper-action"
-                :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                role="tab"
-                @click="clickCallback"
-              >
-                <span class="p-stepper-number">{{ index + 1 }}</span>
-                <span class="p-stepper-title">Target {{ targetNum }}</span>
-              </button>
-            </template>
-            <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}">
-              <div class="mavedb-wizard-form">
-                <div class="mavedb-wizard-form-content-background"></div>
-                <div v-if="isTargetSequence" class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label>Copy target from a previously created target</label>
-                    <div class="mavedb-help-small">
-                      Use this autocomplete field to find an existing target from one of your published or unpublished
-                      score sets in MaveDB and fill this target with its metadata. You'll still be able to edit any
-                      fields below.
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-targetGeneSequenceTypeLabel')">The sequence type of the target</label>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <span class="p-float-label">
+                          <SelectButton
+                            :id="scopedId('input-targetGeneSequenceType')"
+                            v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.sequenceType"
+                            :options="sequenceTypes"
+                          />
+                        </span>
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`]"
+                          class="mave-field-error"
+                          >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`] }}</span
+                        >
+                      </div>
                     </div>
-                  </div>
-                  <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
-                      <AutoComplete
-                        :id="scopedId('input-existingTargetGene')"
-                        ref="existingTargetGeneInput"
-                        v-model="createdTargetGenes[targetIdx].autofilledTargetGene"
-                        field="name"
-                        :force-selection="true"
-                        :suggestions="targetGeneSuggestionsList"
-                        @complete="searchTargetGenes"
-                        @item-select="autofillFromExistingTarget($event, targetIdx)"
-                      >
-                        <template #item="slotProps">
-                          <div>
-                            <div>Name: {{ slotProps.item.name }}</div>
-                            <div>Category: {{ textForTargetGeneCategory(slotProps.item.category) }}</div>
-                            <div
-                              v-for="externalIdentifier of slotProps.item.externalIdentifiers"
-                              :key="externalIdentifier.identifier"
-                            >
-                              {{ externalIdentifier.identifier.dbName }}:
-                              {{ externalIdentifier.identifier.identifier }}, Offset: {{ externalIdentifier.offset }}
-                            </div>
-                          </div>
-                        </template>
-                      </AutoComplete>
-                      <label :for="scopedId('input-existingTargetGene')">Copy from an existing target</label>
-                    </span>
-                  </div>
-                </div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label>The name of the target</label>
-                    <div class="mavedb-help-small">
-                      This name will be used to identify the target on the score set page and can be used to autofill
-                      from this target in the future. Most users choose to name this target after the associated gene,
-                      if applicable.
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-targetGeneSequenceFileLabel')">The sequence of the target</label>
+                        <div class="mavedb-help-small">
+                          Variants will be validated against this sequence. Note that the first position in the sequence
+                          is numbered as position 1 when validating variants.
+                        </div>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <span class="p-float-label">
+                          <FileUpload
+                            :id="scopedId('input-targetGeneSequenceFileLabel')"
+                            ref="sequenceFileUpload"
+                            :auto="false"
+                            choose-label="Reference sequence"
+                            :class="inputClasses.targetGeneTargetSequenceSequenceFile"
+                            :custom-upload="true"
+                            :file-limit="1"
+                            :show-cancel-button="false"
+                            :show-upload-button="false"
+                            @remove="fileCleared('targetGeneTargetSequenceSequenceFile', targetIdx)"
+                            @select="fileSelected('targetGeneTargetSequenceSequenceFile', $event, targetIdx)"
+                          >
+                            <template #empty>
+                              <div v-if="createdTargetGenes[targetIdx].targetGene.targetSequence.sequence != null">
+                                <Textarea
+                                  v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.sequence"
+                                  disabled
+                                  rows="5"
+                                  style="width: 100%; max-width: 60em; word-wrap: break-word; font-family: monospace"
+                                />
+                                <small
+                                  >This sequence was set by the autofilled target. To use a different sequence, upload a
+                                  new FASTA file.</small
+                                >
+                              </div>
+                              <div v-else>
+                                <p>
+                                  Drop a
+                                  <a href="https://blast.ncbi.nlm.nih.gov/doc/blast-topics/#fasta" target="_blank"
+                                    >FASTA</a
+                                  >
+                                  file here
+                                </p>
+                              </div>
+                            </template>
+                          </FileUpload>
+                        </span>
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`]"
+                          class="mave-field-error"
+                          >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`] }}</span
+                        >
+                      </div>
                     </div>
                   </div>
-                  <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
-                      <InputText
-                        :id="scopedId('input-targetGeneName')"
-                        v-model="createdTargetGenes[targetIdx].targetGene.name"
-                        style="width: 100%"
-                      />
-                      <label :for="scopedId('input-targetGeneName')">Target name</label>
-                    </span>
-                    <span v-if="validationErrors[`targetGene.${targetIdx}.name`]" class="mave-field-error">{{
-                      validationErrors[`targetGene.${targetIdx}.name`]
-                    }}</span>
-                  </div>
-                </div>
-
-                <div v-if="isTargetSequence">
-                  <div v-if="numTargets > 1" class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      <label>The label of the target</label>
-                      <div class="mavedb-help-small">
-                        This label is what you use in your variants file to indicate which of your targets the variant
-                        is described relative to. Because it is used with MAVE-HGVS strings, it may not contain any
-                        spaces or colons.
+                  <div v-else>
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-targetDescribesChromosomeLabel')"
+                          >Does this target represent a whole chromosome?</label
+                        >
+                        <div class="mavedb-help-small">
+                          Some score sets might describe variants relative to an entire chromosome, while others will
+                          describe variants relative to a RefSeq or Ensembl accession representing a gene.
+                        </div>
                       </div>
-                    </div>
-                    <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
-                        <InputText
-                          :id="scopedId('input-targetGeneLabel')"
-                          v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.label"
-                          style="width: 100%"
+                      <div class="mavedb-wizard-content">
+                        <InputSwitch
+                          v-model="createdTargetGenes[targetIdx].isRelativeToChromosome"
+                          :aria-labelledby="scopedId('input-targetDescribesChromosomeLabel')"
+                          @change="refreshAccessionOptions(targetIdx)"
                         />
-                        <label :for="scopedId('input-targetGeneLabel')">Target label</label>
-                      </span>
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.label`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.label`] }}</span
-                      >
-                    </div>
-                  </div>
-
-                  <div class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-targetGeneCategory')">The functional category of the target</label>
+                        <div class="mavedb-switch-value">
+                          {{
+                            createdTargetGenes[targetIdx].isRelativeToChromosome
+                              ? 'Yes, this target represents an entire chromosome.'
+                              : 'No, this target represents a gene.'
+                          }}
+                        </div>
+                      </div>
                     </div>
-                    <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
+                    <div v-if="createdTargetGenes[targetIdx].isRelativeToChromosome" class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-targetGeneAssemblyLabel')">The assembly for this accession</label>
+                      </div>
+                      <div class="mavedb-wizard-content">
                         <span class="p-float-label">
-                          <SelectButton
-                            :id="scopedId('input-targetGeneCategory')"
-                            v-model="createdTargetGenes[targetIdx].targetGene.category"
-                            :option-label="textForTargetGeneCategory"
-                            :options="targetGeneCategories"
+                          <!-- Assembly is the reference genome property in coordinate cases -->
+                          <Dropdown
+                            v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.assembly"
+                            :aria-labelledby="scopedId('input-targetGeneAssemblyLabel')"
+                            :options="assemblies"
+                            style="width: 100%"
+                            @change="refreshAccessionOptions(targetIdx)"
                           />
+                          <label :for="scopedId('input-targetGeneAssemblyLabel')">Assembly</label>
                         </span>
-                      </span>
-                      <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
-                        validationErrors[`targetGene.${targetIdx}.category`]
-                      }}</span>
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`]"
+                          class="mave-field-error"
+                          >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`] }}</span
+                        >
+                      </div>
                     </div>
-                  </div>
-
-                  <div v-for="dbName of externalGeneDatabases" :key="dbName" class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      <label :id="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
-                        >Link this target to a {{ dbName }} accession</label
-                      >
-                      <!-- only display this verbose help on the first of the external gene database selections. -->
-                      <div v-if="dbName === externalGeneDatabases[0]" class="mavedb-help-small">
-                        If the target sequence provided to MaveDB starts partway through the linked sequence (such as an
-                        assay targeting a single functional domain), the target should also have an “offset”. The offset
-                        is the integer value that should be added to the MaveDB coordinates (which are relative to the
-                        target sequence) in order to match the coordinates in the linked sequence.
+                    <div v-else class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-targetGeneGeneNameLabel')">The gene name for this accession</label>
+                      </div>
+                      <div class="mavedb-wizard-content">
+                        <span class="p-float-label">
+                          <Dropdown
+                            :id="scopedId('input-targetGeneGeneNameLabel')"
+                            v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.gene"
+                            filter
+                            option-label="name"
+                            :options="geneNamesAsObject"
+                            style="width: 100%"
+                            :virtual-scroller-options="{itemSize: 50}"
+                            @change="autofillGeneName($event, targetIdx)"
+                          />
+                          <label :for="scopedId('input-targetGeneGeneNameLabel')">HGNC Name</label>
+                        </span>
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.gene`]"
+                          class="mave-field-error"
+                          >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.gene`] }}</span
+                        >
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content">
-                      <InputSwitch
-                        v-model="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
-                        :aria-labelledby="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
-                      />
-                      <div class="mavedb-switch-value">
-                        {{
-                          createdTargetGenes[targetIdx].linkedAccessions[dbName]
-                            ? `Yes, link this target to a ${dbName} accession.`
-                            : `No, do not link this target to a ${dbName} accession.`
-                        }}
+
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-targetGeneAccessionLabel')"
+                          >The accession identifier for this target</label
+                        >
+                        <div class="mavedb-help-small">
+                          This will be the sequence that your variants are described against. It may be a RefSeq or
+                          Ensemble identifier. Available accessions matching the
+                          {{ createdTargetGenes[targetIdx].isRelativeToChromosome ? 'assembly' : 'gene name' }} will be
+                          displayed once one is selected.
+                        </div>
                       </div>
-                      <div
-                        v-if="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
-                        class="mavedb-wizard-subcontent field-columns"
-                      >
-                        <div class="p-float-label field-column">
+                      <div class="mavedb-wizard-content">
+                        <span class="p-float-label">
                           <AutoComplete
-                            :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
-                            v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].identifier"
-                            field="identifier"
-                            :force-selection="false"
+                            :id="scopedId('input-targetGeneAccessionLabel')"
+                            v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.accession"
+                            :dropdown="true"
+                            :force-selection="true"
                             style="width: 100%"
-                            :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
-                            @change="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
-                            @complete="searchTargetGeneIdentifiers(dbName, $event)"
+                            :suggestions="accessionSuggestions"
+                            @complete="fetchTargetAccessions($event)"
+                          />
+                          <label :for="scopedId('input-targetGeneAccessionLabel')"> Accession Identifier </label>
+                        </span>
+                        <div v-if="showSwitchToProteinAccessionButton(targetIdx)" class="mavedb-wizard-subcontent">
+                          <Button
+                            icon="pi pi-arrows-h"
+                            label="Switch to Protein Accession"
+                            severity="info"
+                            @click="swapNucleotideProteinAccessions(targetIdx)"
                           />
-                          <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
-                            >{{ dbName }} identifier</label
-                          >
                         </div>
+                        <span
+                          v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.accession`]"
+                          class="mave-field-error"
+                          >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.accession`] }}</span
+                        >
+                      </div>
+                    </div>
+                    <div class="mavedb-wizard-row">
+                      <div class="mavedb-wizard-help">
+                        <label :id="scopedId('input-targetGeneCategoryLabel')">The genetic category of the target</label>
+                      </div>
+                      <div class="mavedb-wizard-content">
                         <span class="p-float-label">
-                          <InputNumber
-                            :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
-                            v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].offset"
-                            button-layout="stacked"
-                            :min="0"
-                            show-buttons
-                            suffix=" bp"
-                          />
-                          <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
+                          <span class="p-float-label">
+                            <SelectButton
+                              :id="scopedId('input-targetGeneCategoryLabel')"
+                              v-model="createdTargetGenes[targetIdx].targetGene.category"
+                              :option-label="textForTargetGeneCategory"
+                              :options="targetGeneCategories"
+                            />
+                          </span>
                         </span>
+                        <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
+                          validationErrors[`targetGene.${targetIdx}.category`]
+                        }}</span>
                       </div>
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`] }}</span
-                      >
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]"
-                        class="mave-field-error"
-                        >{{
-                          validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]
-                        }}</span
-                      >
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`] }}</span
-                      >
                     </div>
                   </div>
+                </div>
+                <div class="mavedb-wizard-step-controls-row">
+                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
+                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                    <Button
+                      :disabled="maxWizardStepValidated < activeWizardStep"
+                      icon="pi pi-arrow-right"
+                      icon-pos="right"
+                      label="Next"
+                      @click="showNextWizardStepIfValid(activateCallback)"
+                    />
+                  </div>
+                </div>
+              <!-- </template> -->
+            </StepPanel>
+
+            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 3">
+              <!-- <template #header="{index, clickCallback}">
+                <button
+                  class="p-stepper-action"
+                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
+                  role="tab"
+                  @click="clickCallback"
+                >
+                  <span class="p-stepper-number">{{ index + 1 }}</span>
+                  <span class="p-stepper-title">Score Calibrations</span>
+                </button>
+              </template> -->
+              <!-- <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}"> -->
+                <div class="mavedb-wizard-form">
+                  <div class="mavedb-wizard-form-content-background"></div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-targetGeneTaxonomyLabel')"
-                        >The taxonomy group to which this target belongs</label
+                      <label :id="scopedId('input-investigatorIsProvidingScoreCalibrations')"
+                        >Will you be providing score calibrations for this score set?</label
                       >
                       <div class="mavedb-help-small">
-                        For more details about taxonomy, see the
-                        <a href="https://www.ncbi.nlm.nih.gov/books/NBK53758/" target="_blank"
-                          >NCBI taxonomy help page.</a
-                        >
+                        Score calibrations provide additional clinical context to the scores you upload. If you provide
+                        score calibrations, you may classify each range as having either normal, abnormal, or an
+                        unspecified function. If you provide a range with normal function, you should also provide a
+                        baseline score that falls within the normal range. This score is the expected score for baseline
+                        variants.
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
-                        <AutoComplete
-                          :id="scopedId('input-targetGeneTaxonomyLabel')"
-                          ref="taxonomyInput"
-                          v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.taxonomy"
-                          dropdown
-                          field="organismName"
-                          force-selection
-                          :multiple="false"
-                          :options="taxonomies"
-                          style="width: 100%"
-                          :suggestions="taxonomySuggestionsList"
-                          @complete="searchTaxonomies"
-                          @keyup.escape="clearTaxonomySearch"
-                        >
-                          <template #item="slotProps">
-                            {{ slotProps.item.code }} - {{ slotProps.item.organismName }}
-                            <template v-if="slotProps.item.commonName !== 'NULL' && slotProps.item.commonName !== null"
-                              >/ {{ slotProps.item.commonName }}</template
-                            >
-                          </template>
-                        </AutoComplete>
-                        <label :for="scopedId('input-targetGeneTaxonomyLabel')">Taxonomy</label>
-                      </span>
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`] }}</span
-                      >
+                      <InputSwitch
+                        v-model="investigatorIsProvidingScoreCalibrations"
+                        :aria-labelledby="scopedId('input-investigatorIsProvidingScoreCalibrations')"
+                      />
+                      <div class="mavedb-switch-value">
+                        {{
+                          investigatorIsProvidingScoreCalibrations
+                            ? 'Yes, I will be providing score range data.'
+                            : 'No, I will not be providing score range data.'
+                        }}
+                      </div>
                     </div>
                   </div>
+                  <div v-if="investigatorIsProvidingScoreCalibrations">
+                    <CalibrationEditor
+                      :calibration-draft-ref="calibrationCreateDraft"
+                      :validation-errors="calibrationValidationErrors || {}"
+                    />
+                  </div>
+                </div>
+                <div class="mavedb-wizard-step-controls-row">
+                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-5">
+                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                    <Button
+                      :disabled="maxWizardStepValidated < activeWizardStep"
+                      icon="pi pi-arrow-right"
+                      icon-pos="right"
+                      label="Next"
+                      @click="showNextWizardStepIfValid(activateCallback)"
+                    />
+                  </div>
+                </div>
+              <!-- </template> -->
+            </StepPanel>
+
+            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 4">
+              <!-- <template #header="{index, clickCallback}">
+                <button
+                  class="p-stepper-action"
+                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
+                  role="tab"
+                  @click="clickCallback"
+                >
+                  <span class="p-stepper-number">{{ index + 1 }}</span>
+                  <span class="p-stepper-title">Variant scores</span>
+                </button>
+              </template> -->
+              <!-- <template #content="{prevCallback: showPreviousWizardStep}"> -->
+                <div class="mavedb-wizard-form">
+                  <div class="mavedb-wizard-form-content-background"></div>
                   <div class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-targetGeneSequenceTypeLabel')">The sequence type of the target</label>
-                    </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
-                        <SelectButton
-                          :id="scopedId('input-targetGeneSequenceType')"
-                          v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.sequenceType"
-                          :options="sequenceTypes"
-                        />
-                      </span>
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`] }}</span
-                      >
+                      <Message v-if="createdTargetGenes[0]?.targetAccession?.accession" closable severity="info">
+                        When defining variants against an accession based target, uploaded variant coordinates should be
+                        fully qualified with respect to target names or target accessions (e.g: NC_000001.1:c.1A>C).
+                      </Message>
+                      <Message v-else-if="numTargets > 1" closable severity="info">
+                        When defining variants against multiple targets, uploaded variant coordinates should be fully
+                        qualified with respect to target names or target accessions.
+                      </Message>
                     </div>
                   </div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-targetGeneSequenceFileLabel')">The sequence of the target</label>
+                      <div>
+                        <label :id="scopedId('input-scoresFile')">Load a scores file</label>
+                      </div>
                       <div class="mavedb-help-small">
-                        Variants will be validated against this sequence. Note that the first position in the sequence
-                        is numbered as position 1 when validating variants.
+                        This file is required and should be a CSV file, with each row of the table describing a single
+                        variant. For more information about what this file can include and how it should be formatted,
+                        please take a look at
+                        <a :href="`${config.appBaseUrl}/docs/mavedb/data_formats.html#data-table-formats`" target="_blank"
+                          >our documentation</a
+                        >.
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
                       <span class="p-float-label">
                         <FileUpload
-                          :id="scopedId('input-targetGeneSequenceFileLabel')"
-                          ref="sequenceFileUpload"
+                          :id="scopedId('input-scoresFile')"
+                          ref="scoresFileUpload"
+                          accept="text/csv"
                           :auto="false"
-                          choose-label="Reference sequence"
-                          :class="inputClasses.targetGeneTargetSequenceSequenceFile"
+                          choose-label="Scores file"
+                          :class="inputClasses.scoresFile || ''"
                           :custom-upload="true"
                           :file-limit="1"
                           :show-cancel-button="false"
                           :show-upload-button="false"
-                          @remove="fileCleared('targetGeneTargetSequenceSequenceFile', targetIdx)"
-                          @select="fileSelected('targetGeneTargetSequenceSequenceFile', $event, targetIdx)"
                         >
                           <template #empty>
-                            <div v-if="createdTargetGenes[targetIdx].targetGene.targetSequence.sequence != null">
-                              <Textarea
-                                v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.sequence"
-                                disabled
-                                rows="5"
-                                style="width: 100%; max-width: 60em; word-wrap: break-word; font-family: monospace"
-                              />
-                              <small
-                                >This sequence was set by the autofilled target. To use a different sequence, upload a
-                                new FASTA file.</small
-                              >
-                            </div>
-                            <div v-else>
-                              <p>
-                                Drop a
-                                <a href="https://blast.ncbi.nlm.nih.gov/doc/blast-topics/#fasta" target="_blank"
-                                  >FASTA</a
-                                >
-                                file here
-                              </p>
-                            </div>
+                            <p>Drop a file here.</p>
                           </template>
                         </FileUpload>
                       </span>
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`] }}</span
-                      >
+                      <span v-if="validationErrors.scoresFile" class="mave-field-error">{{
+                        validationErrors.scoresFile
+                      }}</span>
                     </div>
                   </div>
-                </div>
-                <div v-else>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-targetDescribesChromosomeLabel')"
-                        >Does this target represent a whole chromosome?</label
-                      >
+                      <label :for="scopedId('input-scoreColumnsMetadataFile')">Load a scores column metadata file</label>
                       <div class="mavedb-help-small">
-                        Some score sets might describe variants relative to an entire chromosome, while others will
-                        describe variants relative to a RefSeq or Ensembl accession representing a gene.
-                      </div>
-                    </div>
-                    <div class="mavedb-wizard-content">
-                      <InputSwitch
-                        v-model="createdTargetGenes[targetIdx].isRelativeToChromosome"
-                        :aria-labelledby="scopedId('input-targetDescribesChromosomeLabel')"
-                        @change="refreshAccessionOptions(targetIdx)"
-                      />
-                      <div class="mavedb-switch-value">
-                        {{
-                          createdTargetGenes[targetIdx].isRelativeToChromosome
-                            ? 'Yes, this target represents an entire chromosome.'
-                            : 'No, this target represents a gene.'
-                        }}
+                        This file is optional, but recommended. If provided, it should be a JSON file containing a single
+                        object. The keys of that object should be limited to columns of the score data, while values
+                        should include a string description and an optional string details.
                       </div>
                     </div>
-                  </div>
-                  <div v-if="createdTargetGenes[targetIdx].isRelativeToChromosome" class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-targetGeneAssemblyLabel')">The assembly for this accession</label>
-                    </div>
-                    <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
-                        <!-- Assembly is the reference genome property in coordinate cases -->
-                        <Dropdown
-                          v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.assembly"
-                          :aria-labelledby="scopedId('input-targetGeneAssemblyLabel')"
-                          :options="assemblies"
-                          style="width: 100%"
-                          @change="refreshAccessionOptions(targetIdx)"
-                        />
-                        <label :for="scopedId('input-targetGeneAssemblyLabel')">Assembly</label>
-                      </span>
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`] }}</span
-                      >
-                    </div>
-                  </div>
-                  <div v-else class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-targetGeneGeneNameLabel')">The gene name for this accession</label>
-                    </div>
                     <div class="mavedb-wizard-content">
                       <span class="p-float-label">
-                        <Dropdown
-                          :id="scopedId('input-targetGeneGeneNameLabel')"
-                          v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.gene"
-                          filter
-                          option-label="name"
-                          :options="geneNamesAsObject"
-                          style="width: 100%"
-                          :virtual-scroller-options="{itemSize: 50}"
-                          @change="autofillGeneName($event, targetIdx)"
-                        />
-                        <label :for="scopedId('input-targetGeneGeneNameLabel')">HGNC Name</label>
+                        <FileUpload
+                          :id="scopedId('input-scoreColumnsMetadataFile')"
+                          ref="scoreColumnsMetadataFileUpload"
+                          accept="application/json"
+                          :auto="false"
+                          choose-label="Scores column metadata file"
+                          :class="inputClasses.scoreColumnsMetadataFile || ''"
+                          :custom-upload="true"
+                          :disabled="!($refs.scoresFileUpload?.files?.length == 1)"
+                          :file-limit="1"
+                          :show-cancel-button="false"
+                          :show-upload-button="false"
+                          @remove="fileCleared('scoreColumnsMetadataFile')"
+                          @select="fileSelected('scoreColumnsMetadataFile', $event)"
+                        >
+                          <template #empty>
+                            <p>Drop a file here.</p>
+                          </template>
+                        </FileUpload>
                       </span>
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.gene`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.gene`] }}</span
-                      >
+                      <span v-if="validationErrors.scoreColumnsMetadataFile" class="mave-field-error">{{
+                        validationErrors.scoreColumnsMetadataFile
+                      }}</span>
                     </div>
                   </div>
-
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-targetGeneAccessionLabel')"
-                        >The accession identifier for this target</label
-                      >
+                      <label :id="scopedId('input-countsFile')">Load a counts file</label>
                       <div class="mavedb-help-small">
-                        This will be the sequence that your variants are described against. It may be a RefSeq or
-                        Ensemble identifier. Available accessions matching the
-                        {{ createdTargetGenes[targetIdx].isRelativeToChromosome ? 'assembly' : 'gene name' }} will be
-                        displayed once one is selected.
-                      </div>
-                    </div>
-                    <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
-                        <AutoComplete
-                          :id="scopedId('input-targetGeneAccessionLabel')"
-                          v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.accession"
-                          :dropdown="true"
-                          :force-selection="true"
-                          style="width: 100%"
-                          :suggestions="accessionSuggestions"
-                          @complete="fetchTargetAccessions($event)"
-                        />
-                        <label :for="scopedId('input-targetGeneAccessionLabel')"> Accession Identifier </label>
-                      </span>
-                      <div v-if="showSwitchToProteinAccessionButton(targetIdx)" class="mavedb-wizard-subcontent">
-                        <Button
-                          icon="pi pi-arrows-h"
-                          label="Switch to Protein Accession"
-                          severity="info"
-                          @click="swapNucleotideProteinAccessions(targetIdx)"
-                        />
+                        This file is optional, but recommended. There are no required columns for your count data, but you
+                        should describe the meaning of any columns by uploading a column metadata file and providing any
+                        additional information in your methods section.
                       </div>
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.accession`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.accession`] }}</span
-                      >
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-targetGeneCategoryLabel')">The genetic category of the target</label>
                     </div>
                     <div class="mavedb-wizard-content">
                       <span class="p-float-label">
-                        <span class="p-float-label">
-                          <SelectButton
-                            :id="scopedId('input-targetGeneCategoryLabel')"
-                            v-model="createdTargetGenes[targetIdx].targetGene.category"
-                            :option-label="textForTargetGeneCategory"
-                            :options="targetGeneCategories"
-                          />
-                        </span>
+                        <FileUpload
+                          :id="scopedId('input-countsFile')"
+                          ref="countsFileUpload"
+                          accept="text/csv"
+                          :auto="false"
+                          choose-label="Counts file"
+                          :class="inputClasses.countsFile || ''"
+                          :custom-upload="true"
+                          :file-limit="1"
+                          :show-cancel-button="false"
+                          :show-upload-button="false"
+                        >
+                          <template #empty>
+                            <p>Drop a file here.</p>
+                          </template>
+                        </FileUpload>
                       </span>
-                      <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
-                        validationErrors[`targetGene.${targetIdx}.category`]
+                      <span v-if="validationErrors.countsFile" class="mave-field-error">{{
+                        validationErrors.countsFile
                       }}</span>
                     </div>
                   </div>
                 </div>
-              </div>
-              <div class="mavedb-wizard-step-controls-row">
-                <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="showPreviousWizardStep" />
-                  <Button
-                    :disabled="maxWizardStepValidated < activeWizardStep"
-                    icon="pi pi-arrow-right"
-                    icon-pos="right"
-                    label="Next"
-                    @click="showNextWizardStepIfValid(showNextWizardStep)"
-                  />
-                </div>
-              </div>
-            </template>
-          </StepperPanel>
-
-          <StepperPanel header="Score Calibrations">
-            <template #header="{index, clickCallback}">
-              <button
-                class="p-stepper-action"
-                :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                role="tab"
-                @click="clickCallback"
-              >
-                <span class="p-stepper-number">{{ index + 1 }}</span>
-                <span class="p-stepper-title">Score Calibrations</span>
-              </button>
-            </template>
-            <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}">
-              <div class="mavedb-wizard-form">
-                <div class="mavedb-wizard-form-content-background"></div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label :id="scopedId('input-investigatorIsProvidingScoreCalibrations')"
-                      >Will you be providing score calibrations for this score set?</label
-                    >
-                    <div class="mavedb-help-small">
-                      Score calibrations provide additional clinical context to the scores you upload. If you provide
-                      score calibrations, you may classify each range as having either normal, abnormal, or an
-                      unspecified function. If you provide a range with normal function, you should also provide a
-                      baseline score that falls within the normal range. This score is the expected score for baseline
-                      variants.
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-content">
-                    <InputSwitch
-                      v-model="investigatorIsProvidingScoreCalibrations"
-                      :aria-labelledby="scopedId('input-investigatorIsProvidingScoreCalibrations')"
-                    />
-                    <div class="mavedb-switch-value">
-                      {{
-                        investigatorIsProvidingScoreCalibrations
-                          ? 'Yes, I will be providing score range data.'
-                          : 'No, I will not be providing score range data.'
-                      }}
-                    </div>
-                  </div>
-                </div>
-                <div v-if="investigatorIsProvidingScoreCalibrations">
-                  <CalibrationEditor
-                    :calibration-draft-ref="calibrationCreateDraft"
-                    :validation-errors="calibrationValidationErrors || {}"
-                  />
-                </div>
-              </div>
-              <div class="mavedb-wizard-step-controls-row">
-                <div class="flex justify-content-between mavedb-wizard-step-controls pt-5">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="showPreviousWizardStep" />
-                  <Button
-                    :disabled="maxWizardStepValidated < activeWizardStep"
-                    icon="pi pi-arrow-right"
-                    icon-pos="right"
-                    label="Next"
-                    @click="showNextWizardStepIfValid(showNextWizardStep)"
-                  />
-                </div>
-              </div>
-            </template>
-          </StepperPanel>
-
-          <StepperPanel header="Variant scores">
-            <template #header="{index, clickCallback}">
-              <button
-                class="p-stepper-action"
-                :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                role="tab"
-                @click="clickCallback"
-              >
-                <span class="p-stepper-number">{{ index + 1 }}</span>
-                <span class="p-stepper-title">Variant scores</span>
-              </button>
-            </template>
-            <template #content="{prevCallback: showPreviousWizardStep}">
-              <div class="mavedb-wizard-form">
-                <div class="mavedb-wizard-form-content-background"></div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-content">
-                    <Message v-if="createdTargetGenes[0]?.targetAccession?.accession" severity="info">
-                      When defining variants against an accession based target, uploaded variant coordinates should be
-                      fully qualified with respect to target names or target accessions (e.g: NC_000001.1:c.1A>C).
-                    </Message>
-                    <Message v-else-if="numTargets > 1" severity="info">
-                      When defining variants against multiple targets, uploaded variant coordinates should be fully
-                      qualified with respect to target names or target accessions.
-                    </Message>
-                  </div>
-                </div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <div>
-                      <label :id="scopedId('input-scoresFile')">Load a scores file</label>
-                    </div>
-                    <div class="mavedb-help-small">
-                      This file is required and should be a CSV file, with each row of the table describing a single
-                      variant. For more information about what this file can include and how it should be formatted,
-                      please take a look at
-                      <a :href="`${config.appBaseUrl}/docs/mavedb/data_formats.html#data-table-formats`" target="_blank"
-                        >our documentation</a
-                      >.
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-content">
-                    <span class="p-float-label">
-                      <FileUpload
-                        :id="scopedId('input-scoresFile')"
-                        ref="scoresFileUpload"
-                        accept="text/csv"
-                        :auto="false"
-                        choose-label="Scores file"
-                        :class="inputClasses.scoresFile || ''"
-                        :custom-upload="true"
-                        :file-limit="1"
-                        :show-cancel-button="false"
-                        :show-upload-button="false"
-                      >
-                        <template #empty>
-                          <p>Drop a file here.</p>
-                        </template>
-                      </FileUpload>
-                    </span>
-                    <span v-if="validationErrors.scoresFile" class="mave-field-error">{{
-                      validationErrors.scoresFile
-                    }}</span>
-                  </div>
-                </div>
                 <div class="mavedb-wizard-row">
                   <div class="mavedb-wizard-help">
-                    <label :for="scopedId('input-scoreColumnsMetadataFile')">Load a scores column metadata file</label>
+                    <label :for="scopedId('input-countColumnsMetadataFile')">Load a counts column metadata file</label>
                     <div class="mavedb-help-small">
                       This file is optional, but recommended. If provided, it should be a JSON file containing a single
-                      object. The keys of that object should be limited to columns of the score data, while values
-                      should include a string description and an optional string details.
+                      object. The keys of that object should be limited to columns of the count data, while values should
+                      include a string description and an optional string details.
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
                     <span class="p-float-label">
                       <FileUpload
-                        :id="scopedId('input-scoreColumnsMetadataFile')"
-                        ref="scoreColumnsMetadataFileUpload"
+                        :id="scopedId('input-countColumnsMetadataFile')"
+                        ref="countColumnsMetadataFileUpload"
                         accept="application/json"
                         :auto="false"
-                        choose-label="Scores column metadata file"
-                        :class="inputClasses.scoreColumnsMetadataFile || ''"
-                        :custom-upload="true"
-                        :disabled="!($refs.scoresFileUpload?.files?.length == 1)"
-                        :file-limit="1"
-                        :show-cancel-button="false"
-                        :show-upload-button="false"
-                        @remove="fileCleared('scoreColumnsMetadataFile')"
-                        @select="fileSelected('scoreColumnsMetadataFile', $event)"
-                      >
-                        <template #empty>
-                          <p>Drop a file here.</p>
-                        </template>
-                      </FileUpload>
-                    </span>
-                    <span v-if="validationErrors.scoreColumnsMetadataFile" class="mave-field-error">{{
-                      validationErrors.scoreColumnsMetadataFile
-                    }}</span>
-                  </div>
-                </div>
-                <div class="mavedb-wizard-row">
-                  <div class="mavedb-wizard-help">
-                    <label :id="scopedId('input-countsFile')">Load a counts file</label>
-                    <div class="mavedb-help-small">
-                      This file is optional, but recommended. There are no required columns for your count data, but you
-                      should describe the meaning of any columns by uploading a column metadata file and providing any
-                      additional information in your methods section.
-                    </div>
-                  </div>
-                  <div class="mavedb-wizard-content">
-                    <span class="p-float-label">
-                      <FileUpload
-                        :id="scopedId('input-countsFile')"
-                        ref="countsFileUpload"
-                        accept="text/csv"
-                        :auto="false"
-                        choose-label="Counts file"
-                        :class="inputClasses.countsFile || ''"
+                        choose-label="Counts column metadata file"
+                        :class="inputClasses.countColumnsMetadataFile || ''"
                         :custom-upload="true"
+                        :disabled="!($refs.countsFileUpload?.files?.length == 1)"
                         :file-limit="1"
                         :show-cancel-button="false"
                         :show-upload-button="false"
+                        @remove="fileCleared('countColumnsMetadataFile')"
+                        @select="fileSelected('countColumnsMetadataFile', $event)"
                       >
                         <template #empty>
                           <p>Drop a file here.</p>
                         </template>
                       </FileUpload>
                     </span>
-                    <span v-if="validationErrors.countsFile" class="mave-field-error">{{
-                      validationErrors.countsFile
+                    <span v-if="validationErrors.countColumnsMetadataFile" class="mave-field-error">{{
+                      validationErrors.countColumnsMetadataFile
                     }}</span>
                   </div>
                 </div>
-              </div>
-              <div class="mavedb-wizard-row">
-                <div class="mavedb-wizard-help">
-                  <label :for="scopedId('input-countColumnsMetadataFile')">Load a counts column metadata file</label>
-                  <div class="mavedb-help-small">
-                    This file is optional, but recommended. If provided, it should be a JSON file containing a single
-                    object. The keys of that object should be limited to columns of the count data, while values should
-                    include a string description and an optional string details.
+                <div class="mavedb-wizard-step-controls-row">
+                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
+                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                    <Button
+                      :disabled="maxWizardStepValidated < activeWizardStep"
+                      icon="pi pi-arrow-right"
+                      icon-pos="right"
+                      label="Save"
+                      @click="validateAndSave()"
+                    />
                   </div>
                 </div>
-                <div class="mavedb-wizard-content">
-                  <span class="p-float-label">
-                    <FileUpload
-                      :id="scopedId('input-countColumnsMetadataFile')"
-                      ref="countColumnsMetadataFileUpload"
-                      accept="application/json"
-                      :auto="false"
-                      choose-label="Counts column metadata file"
-                      :class="inputClasses.countColumnsMetadataFile || ''"
-                      :custom-upload="true"
-                      :disabled="!($refs.countsFileUpload?.files?.length == 1)"
-                      :file-limit="1"
-                      :show-cancel-button="false"
-                      :show-upload-button="false"
-                      @remove="fileCleared('countColumnsMetadataFile')"
-                      @select="fileSelected('countColumnsMetadataFile', $event)"
-                    >
-                      <template #empty>
-                        <p>Drop a file here.</p>
-                      </template>
-                    </FileUpload>
-                  </span>
-                  <span v-if="validationErrors.countColumnsMetadataFile" class="mave-field-error">{{
-                    validationErrors.countColumnsMetadataFile
-                  }}</span>
-                </div>
-              </div>
-              <div class="mavedb-wizard-step-controls-row">
-                <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="showPreviousWizardStep" />
-                  <Button
-                    :disabled="maxWizardStepValidated < activeWizardStep"
-                    icon="pi pi-arrow-right"
-                    icon-pos="right"
-                    label="Save"
-                    @click="validateAndSave()"
-                  />
-                </div>
-              </div>
-            </template>
-          </StepperPanel>
+              <!-- </template> -->
+            </StepPanel>
+          </StepPanels>
         </Stepper>
       </div>
     </div>
@@ -1491,8 +1506,15 @@ import Multiselect from 'primevue/multiselect'
 import ProgressSpinner from 'primevue/progressspinner'
 import SelectButton from 'primevue/selectbutton'
 import Stepper from 'primevue/stepper'
+import StepPanel from 'primevue/steppanel'
+import StepPanels from 'primevue/steppanels'
+import StepList from 'primevue/steplist'
+import Step from 'primevue/step'
+import Tabs from 'primevue/tabs'
+import Tab from 'primevue/tab'
+import TabList from 'primevue/tablist'
+import TabPanels from 'primevue/tabpanels'
 import TabPanel from 'primevue/tabpanel'
-import TabView from 'primevue/tabview'
 import Textarea from 'primevue/textarea'
 import {ref} from 'vue'
 import {useHead} from '@unhead/vue'
@@ -1562,8 +1584,15 @@ export default {
     ProgressSpinner,
     SelectButton,
     Stepper,
+    StepPanel,
+    StepPanels,
+    StepList,
+    Step,
     TabPanel,
-    TabView,
+    Tabs,
+    Tab,
+    TabList,
+    TabPanels,
     Textarea
   },
 
@@ -2066,7 +2095,7 @@ export default {
     showNextWizardStepIfValid: function (navigate) {
       if (this.maxWizardStepValidated >= this.activeWizardStep) {
         this.maxWizardStepEntered = Math.max(this.maxWizardStepEntered, this.activeWizardStep + 1)
-        navigate()
+        navigate(this.activeWizardStep + 1)
       }
     },
 
@@ -2835,7 +2864,7 @@ export default {
 }
 </script>
 
-<style scoped src="../../assets/forms.css"></style>
+<style src="../../assets/forms.css"></style>
 
 <style scoped>
 .mavedb-wizard:deep(.p-stepper) {
@@ -2843,7 +2872,7 @@ export default {
 }
 
 /* Remove the stepper panel's background color. */
-.mavedb-wizard:deep(.p-stepper .p-stepper-panels) {
+.mavedb-wizard:deep(.p-stepper .p-steppanels) {
   background-color: transparent;
 }
 
@@ -2851,6 +2880,7 @@ export default {
 .mavedb-wizard-form {
   position: relative;
   z-index: 0;
+  background-color: #f7f7f7;
 }
 
 /* Give the right side of the wizard a white background, without gaps between rows. */
@@ -2925,6 +2955,7 @@ export default {
 .mavedb-wizard-step-controls {
   padding-left: 10px;
   max-width: 100vw;
+  background-color: #f7f7f7;
 }
 
 /* Switches */
@@ -3049,4 +3080,12 @@ export default {
   right: 5px;
   z-index: 1001;
 }
+
+.mavedb-wizard:deep(.p-step-title) {
+  font-size: 0.9em !important;
+}
+
+.p-inputwrapper, .p-textarea, .p-inputtext {
+  width: 100%;
+}
 </style>
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index e1086972..f04509df 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -78,35 +78,47 @@
                 }}</span>
               </div>
               <div class="field">
-                <TabView>
-                  <TabPanel header="Edit">
-                    <span class="p-float-label">
-                      <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="4" />
-                      <label :for="scopedId('input-abstractText')">Abstract</label>
-                    </span>
-                  </TabPanel>
-                  <TabPanel header="Preview">
-                    <!-- eslint-disable-next-line vue/no-v-html -->
-                    <div v-html="markdownToHtml(abstractText)"></div>
-                  </TabPanel>
-                </TabView>
+                <Tabs value="0">
+                  <TabList>
+                    <Tab value="0">Edit</Tab>
+                    <Tab value="1">Preview</Tab>
+                  </TabList>
+                  <TabPanels>
+                    <TabPanel header="Edit" value="0">
+                      <span class="p-float-label">
+                        <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="4" />
+                        <label :for="scopedId('input-abstractText')">Abstract</label>
+                      </span>
+                    </TabPanel>
+                    <TabPanel header="Preview" value="1">
+                      <!-- eslint-disable-next-line vue/no-v-html -->
+                      <div v-html="markdownToHtml(abstractText)"></div>
+                    </TabPanel>
+                  </TabPanels>
+                </Tabs>
                 <span v-if="validationErrors.abstractText" class="mave-field-error">{{
                   validationErrors.abstractText
                 }}</span>
               </div>
               <div class="field">
-                <TabView>
-                  <TabPanel header="Edit">
-                    <span class="p-float-label">
-                      <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="4" />
-                      <label :for="scopedId('input-methodText')">Methods</label>
-                    </span>
-                  </TabPanel>
-                  <TabPanel header="Preview">
-                    <!-- eslint-disable-next-line vue/no-v-html -->
-                    <div v-html="markdownToHtml(methodText)"></div>
-                  </TabPanel>
-                </TabView>
+                <Tabs value="0">
+                  <TabList>
+                    <Tab value="0">Edit</Tab>
+                    <Tab value="1">Preview</Tab>
+                  </TabList>
+                  <TabPanels>
+                    <TabPanel header="Edit" value="0">
+                      <span class="p-float-label">
+                        <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="4" />
+                        <label :for="scopedId('input-methodText')">Methods</label>
+                      </span>
+                    </TabPanel>
+                    <TabPanel header="Preview" value="1">
+                      <!-- eslint-disable-next-line vue/no-v-html -->
+                      <div v-html="markdownToHtml(methodText)"></div>
+                    </TabPanel>
+                  </TabPanels>
+                </Tabs>
                 <span v-if="validationErrors.methodText" class="mave-field-error">{{
                   validationErrors.methodText
                 }}</span>
@@ -254,7 +266,7 @@
                     validationErrors.primaryPublicationIdentifiers
                   }}</span>
                 </div>
-                <Message v-if="experiment" severity="info">
+                <Message v-if="experiment" closable severity="info">
                   Some fields were autopopulated based on the selected experiment and should be inspected to ensure they
                   are still relevant to this score set.
                 </Message>
@@ -320,254 +332,267 @@
               <template #title>Targets</template>
               <template #content>
                 <div>
-                  <TabView class="field">
-                    <TabPanel header="Target Sequence">
-                      <div class="field">
-                        <span class="p-float-label">
-                          <AutoComplete
-                            :id="scopedId('input-existingTargetGene')"
+                  <Tabs value="0" class="field">
+                    <TabList>
+                      <Tab value="0">Target Sequence</Tab>
+                      <Tab value="1">Genomic Coordinates</Tab>
+                    </TabList>
+                    <TabPanels>
+                      <TabPanel value="0">
+                        <div class="field">
+                          <span class="p-float-label">
+                            <AutoComplete
+                              :id="scopedId('input-existingTargetGene')"
                             ref="existingTargetGeneInput"
                             v-model="existingTargetGene"
                             field="name"
                             :force-selection="true"
                             :suggestions="targetGeneSuggestionsList"
                             @complete="searchTargetGenes"
-                          >
-                            <template #item="slotProps">
-                              <div>
-                                <div>Name: {{ slotProps.item.name }}</div>
-                                <div>Category: {{ textForTargetGeneCategory(slotProps.item.category) }}</div>
-                                <div
-                                  v-for="externalIdentifier of slotProps.item.externalIdentifiers"
-                                  :key="externalIdentifier.identifier"
-                                >
-                                  {{ externalIdentifier.identifier.dbName }}:
-                                  {{ externalIdentifier.identifier.identifier }}, Offset:
-                                  {{ externalIdentifier.offset }}
+                            >
+                              <template #item="slotProps">
+                                <div>
+                                  <div>Name: {{ slotProps.item.name }}</div>
+                                  <div>Category: {{ textForTargetGeneCategory(slotProps.item.category) }}</div>
+                                  <div
+                                    v-for="externalIdentifier of slotProps.item.externalIdentifiers"
+                                    :key="externalIdentifier.identifier"
+                                  >
+                                    {{ externalIdentifier.identifier.dbName }}:
+                                    {{ externalIdentifier.identifier.identifier }}, Offset:
+                                    {{ externalIdentifier.offset }}
+                                  </div>
                                 </div>
-                              </div>
-                            </template>
-                          </AutoComplete>
-                          <label :for="scopedId('input-existingTargetGene')">Copy from an existing target gene</label>
-                        </span>
-                      </div>
-                      <div class="field">
-                        <span class="p-float-label">
-                          <InputText :id="scopedId('input-targetGeneName')" v-model="targetGene.name" />
-                          <label :for="scopedId('input-targetGeneName')">Target name</label>
-                        </span>
-                      </div>
-                      <div class="field">
-                        <span class="p-float-label">
-                          <InputText
-                            :id="scopedId('input-targetSequenceLabel')"
-                            v-model="targetGene.targetSequence.label"
-                          />
-                          <label :for="scopedId('input-targetSequenceLabel')"
-                            >Target label (only required when providing multiple targets)</label
-                          >
-                        </span>
-                      </div>
-                      <div class="field">
-                        <span class="p-float-label">
-                          <SelectButton
-                            :id="scopedId('input-targetGeneCategory')"
-                            v-model="targetGene.category"
-                            :option-label="textForTargetGeneCategory"
-                            :options="targetGeneCategories"
-                          />
-                        </span>
-                      </div>
-                      <div v-for="dbName of externalGeneDatabases" :key="dbName" class="field field-columns">
-                        <div class="field-column">
+                              </template>
+                            </AutoComplete>
+                            <label :for="scopedId('input-existingTargetGene')">Copy from an existing target gene</label>
+                          </span>
+                        </div>
+                        <div class="field">
                           <span class="p-float-label">
-                            <AutoComplete
-                              :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
-                              :ref="`${dbName.toLowerCase()}IdentifierInput`"
-                              v-model="targetGene.externalIdentifiers[dbName].identifier"
-                              field="identifier"
-                              :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
-                              @blur="acceptNewTargetGeneIdentifier(dbName)"
-                              @complete="searchTargetGeneIdentifiers(dbName, $event)"
-                              @keyup.enter="acceptNewTargetGeneIdentifier(dbName)"
-                              @keyup.escape="clearTargetGeneIdentifierSearch(dbName)"
+                            <InputText :id="scopedId('input-targetGeneName')" v-model="targetGene.name" />
+                            <label :for="scopedId('input-targetGeneName')">Target name</label>
+                          </span>
+                        </div>
+                        <div class="field">
+                          <span class="p-float-label">
+                            <InputText
+                              :id="scopedId('input-targetSequenceLabel')"
+                              v-model="targetGene.targetSequence.label"
                             />
-                            <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
-                              >{{ dbName }} identifier</label
+                            <label :for="scopedId('input-targetSequenceLabel')"
+                              >Target label (only required when providing multiple targets)</label
                             >
                           </span>
                         </div>
-                        <div class="field-column">
+                        <div class="field">
                           <span class="p-float-label">
-                            <InputNumber
-                              :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
-                              v-model="targetGene.externalIdentifiers[dbName].offset"
-                              button-layout="stacked"
-                              :min="0"
-                              show-buttons
-                              suffix=" bp"
+                            <SelectButton
+                              :id="scopedId('input-targetGeneCategory')"
+                              v-model="targetGene.category"
+                              :option-label="textForTargetGeneCategory"
+                              :options="targetGeneCategories"
                             />
-                            <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
                           </span>
                         </div>
-                      </div>
-                      <div class="field">
-                        <span class="p-float-label">
-                          <AutoComplete
-                            :id="scopedId('input-targetSequenceTaxonomy')"
-                            ref="taxonomyInput"
-                            v-model="taxonomy"
-                            dropdown
-                            field="organismName"
-                            :multiple="false"
-                            :options="taxonomies"
-                            :suggestions="taxonomySuggestionsList"
-                            @complete="searchTaxonomies"
-                            @keyup.escape="clearTaxonomySearch"
-                          >
-                            <template #item="slotProps">
-                              {{ slotProps.item.code }} - {{ slotProps.item.organismName }}
-                              <template
-                                v-if="slotProps.item.commonName !== 'NULL' && slotProps.item.commonName !== null"
-                                >/ {{ slotProps.item.commonName }}</template
+                        <div v-for="dbName of externalGeneDatabases" :key="dbName" class="field field-columns">
+                          <div class="field-column">
+                            <span class="p-float-label">
+                              <AutoComplete
+                                :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
+                                :ref="`${dbName.toLowerCase()}IdentifierInput`"
+                                v-model="targetGene.externalIdentifiers[dbName].identifier"
+                                field="identifier"
+                                :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
+                                @blur="acceptNewTargetGeneIdentifier(dbName)"
+                                @complete="searchTargetGeneIdentifiers(dbName, $event)"
+                                @keyup.enter="acceptNewTargetGeneIdentifier(dbName)"
+                                @keyup.escape="clearTargetGeneIdentifierSearch(dbName)"
+                              />
+                              <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
+                                >{{ dbName }} identifier</label
                               >
-                            </template>
-                          </AutoComplete>
-                          <label :for="scopedId('input-targetSequenceTaxonomy')">Taxonomy</label>
-                        </span>
-                        <span v-if="validationErrors['targetGene.targetSequence.taxonomy']" class="mave-field-error">{{
-                          validationErrors['targetGene.targetSequence.taxonomy']
-                        }}</span>
-                      </div>
-                      <div class="field">
-                        <span class="p-float-label">
-                          <FileUpload
-                            :id="scopedId('input-targetGeneTargetSequenceSequenceFile')"
-                            ref="sequenceFileUpload"
-                            :auto="false"
-                            choose-label="Reference sequence"
-                            :class="inputClasses.targetGeneTargetSequenceSequenceFile"
-                            :custom-upload="true"
-                            :file-limit="1"
-                            :show-cancel-button="false"
-                            :show-upload-button="false"
-                            @remove="fileCleared('targetGeneTargetSequenceSequenceFile')"
-                            @select="fileSelected('targetGeneTargetSequenceSequenceFile', $event)"
-                          >
-                            <template #empty>
-                              <p>Drop a FASTA file here.</p>
-                            </template>
-                          </FileUpload>
-                        </span>
-                      </div>
-                      <div class="field">
-                        <span class="p-float-label">
-                          <SelectButton
-                            :id="scopedId('input-targetGeneTargetSequenceSequenceType')"
-                            v-model="targetGene.targetSequence.sequenceType"
-                            :options="sequenceTypes"
-                          />
-                        </span>
-                      </div>
-                      <div>
-                        <Button icon="pi pi-check" label="Add Target" @click="addTarget" />
-                        <Button
-                          class="p-button-help"
-                          icon="pi pi-times"
-                          label="Clear Target"
-                          severity="secondary"
-                          style="margin-left: 0.5em"
-                          @click="resetTarget"
-                        />
-                      </div>
-                    </TabPanel>
-                    <TabPanel header="Genomic Coordinates">
-                      <div class="field field-columns">
-                        <div class="field-column">
+                            </span>
+                          </div>
+                          <div class="field-column">
+                            <span class="p-float-label">
+                              <InputNumber
+                                :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
+                                v-model="targetGene.externalIdentifiers[dbName].offset"
+                                button-layout="stacked"
+                                :min="0"
+                                show-buttons
+                                suffix=" bp"
+                              />
+                              <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
+                            </span>
+                          </div>
+                        </div>
+                        <div class="field">
                           <span class="p-float-label">
-                            <InputText
-                              :id="scopedId('input-targetGeneName')"
-                              v-model="targetGene.name"
-                              style="width: 100%"
+                            <AutoComplete
+                              :id="scopedId('input-targetSequenceTaxonomy')"
+                              ref="taxonomyInput"
+                              v-model="taxonomy"
+                              dropdown
+                              field="organismName"
+                              :multiple="false"
+                              :options="taxonomies"
+                              :suggestions="taxonomySuggestionsList"
+                              @complete="searchTaxonomies"
+                              @keyup.escape="clearTaxonomySearch"
+                            >
+                              <template #item="slotProps">
+                                {{ slotProps.item.code }} - {{ slotProps.item.organismName }}
+                                <template
+                                  v-if="slotProps.item.commonName !== 'NULL' && slotProps.item.commonName !== null"
+                                  >/ {{ slotProps.item.commonName }}</template
+                                >
+                              </template>
+                            </AutoComplete>
+                            <label :for="scopedId('input-targetSequenceTaxonomy')">Taxonomy</label>
+                          </span>
+                          <span v-if="validationErrors['targetGene.targetSequence.taxonomy']" class="mave-field-error">{{
+                            validationErrors['targetGene.targetSequence.taxonomy']
+                          }}</span>
+                        </div>
+                        <div class="field">
+                          <span class="p-float-label">
+                            <FileUpload
+                              :id="scopedId('input-targetGeneTargetSequenceSequenceFile')"
+                              ref="sequenceFileUpload"
+                              :auto="false"
+                              choose-label="Reference sequence"
+                              :class="inputClasses.targetGeneTargetSequenceSequenceFile"
+                              :custom-upload="true"
+                              :file-limit="1"
+                              :show-cancel-button="false"
+                              :show-upload-button="false"
+                              @remove="fileCleared('targetGeneTargetSequenceSequenceFile')"
+                              @select="fileSelected('targetGeneTargetSequenceSequenceFile', $event)"
+                            >
+                              <template #empty>
+                                <p>Drop a FASTA file here.</p>
+                              </template>
+                            </FileUpload>
+                          </span>
+                        </div>
+                        <div class="field">
+                          <span class="p-float-label">
+                            <SelectButton
+                              :id="scopedId('input-targetGeneTargetSequenceSequenceType')"
+                              v-model="targetGene.targetSequence.sequenceType"
+                              :options="sequenceTypes"
                             />
-                            <label :for="scopedId('input-targetGene')">Target gene name</label>
                           </span>
                         </div>
-                        <div class="field-column">
+                        <div>
+                          <Button icon="pi pi-check" label="Add Target" @click="addTarget" />
+                          <Button
+                            class="p-button-help"
+                            icon="pi pi-times"
+                            label="Clear Target"
+                            severity="secondary"
+                            style="margin-left: 0.5em"
+                            @click="resetTarget"
+                          />
+                        </div>
+                      </TabPanel>
+                      <TabPanel header="Genomic Coordinates" value="1">
+                        <div class="field field-columns">
+                          <div class="field-column">
+                            <span class="p-float-label">
+                              <InputText
+                                :id="scopedId('input-targetGeneName')"
+                                v-model="targetGene.name"
+                                style="width: 100%"
+                              />
+                              <label :for="scopedId('input-targetGene')">Target gene name</label>
+                            </span>
+                          </div>
+                          <div class="field-column">
+                            <span class="p-float-label">
+                              <!-- Assembly is the reference genome property in coordinate cases -->
+                              <Dropdown
+                                :id="scopedId('input-targetGeneAssembly')"
+                                v-model="assembly"
+                                :options="assemblies"
+                                style="width: 100%"
+                              />
+                              <label :for="scopedId('input-targetGeneAssembly')">Assembly</label>
+                            </span>
+                          </div>
+                          <div class="field-column">
+                            <span class="p-float-label">
+                              <Dropdown
+                                :id="scopedId('input-targetGeneGeneNames')"
+                                v-model="geneName"
+                                filter
+                                option-label="name"
+                                :options="geneNamesAsObject"
+                                style="width: 100%"
+                                :virtual-scroller-options="{itemSize: 50}"
+                                @change="autofillGeneName"
+                              />
+                              <label :for="scopedId('input-targetGeneAssembly')">HGNC Name</label>
+                            </span>
+                          </div>
+                        </div>
+                        <div class="field">
+                          <span class="p-float-label pb-2">
+                            Autocomplete By:
+                            <SelectButton v-model="targetAutocomplete" aria-labelledby="basic" :options="targetOptions" />
+                          </span>
                           <span class="p-float-label">
-                            <!-- Assembly is the reference genome property in coordinate cases -->
-                            <Dropdown
-                              :id="scopedId('input-targetGeneAssembly')"
-                              v-model="assembly"
-                              :options="assemblies"
-                              style="width: 100%"
+                            <AutoComplete
+                              :id="scopedId('input-targetGene-accession')"
+                              v-model="targetGene.targetAccession.accession"
+                              :dropdown="true"
+                              :force-selection="true"
+                              :suggestions="targetGeneAccessionSuggestionsList"
+                              @complete="fetchTargetAccessions"
                             />
-                            <label :for="scopedId('input-targetGeneAssembly')">Assembly</label>
+                            <label :for="scopedId('input-targetGene-accession')">Accession/Transcript Identifier</label>
                           </span>
                         </div>
-                        <div class="field-column">
+                        <div class="field">
                           <span class="p-float-label">
-                            <Dropdown
-                              :id="scopedId('input-targetGeneGeneNames')"
-                              v-model="geneName"
-                              filter
-                              option-label="name"
-                              :options="geneNamesAsObject"
-                              style="width: 100%"
-                              :virtual-scroller-options="{itemSize: 50}"
-                              @change="autofillGeneName"
+                            <SelectButton
+                              :id="scopedId('input-targetGeneCategory')"
+                              v-model="targetGene.category"
+                              :option-label="textForTargetGeneCategory"
+                              :options="targetGeneCategories"
                             />
-                            <label :for="scopedId('input-targetGeneAssembly')">HGNC Name</label>
                           </span>
                         </div>
-                      </div>
-                      <div class="field">
-                        <span class="p-float-label">
-                          Autocomplete By:
-                          <SelectButton v-model="targetAutocomplete" aria-labelledby="basic" :options="targetOptions" />
-                        </span>
-                        <span class="p-float-label">
-                          <AutoComplete
-                            :id="scopedId('input-targetGene-accession')"
-                            v-model="targetGene.targetAccession.accession"
-                            :dropdown="true"
-                            :force-selection="true"
-                            :suggestions="targetGeneAccessionSuggestionsList"
-                            @complete="fetchTargetAccessions"
+                        <div>
+                          <Button
+                            icon="pi pi-check"
+                            label="Add Target"
+                            size="small"
+                            @click="addTarget"
                           />
-                          <label :for="scopedId('input-targetGene-accession')">Accession/Transcript Identifier</label>
-                        </span>
-                      </div>
-                      <div class="field">
-                        <span class="p-float-label">
-                          <SelectButton
-                            :id="scopedId('input-targetGeneCategory')"
-                            v-model="targetGene.category"
-                            :option-label="textForTargetGeneCategory"
-                            :options="targetGeneCategories"
+                          <Button
+                            icon="pi pi-arrows-h"
+                            label="Switch to Protein Accession"
+                            severity="info"
+                            size="small"
+                            style="margin-left: 0.5em"
+                            @click="swapNucleotideProteinAccessions"
                           />
-                        </span>
-                      </div>
-                      <div>
-                        <Button icon="pi pi-check" label="Add Target" @click="addTarget" />
-                        <Button
-                          icon="pi pi-arrows-h"
-                          label="Switch to Protein Accession"
-                          severity="info"
-                          style="margin-left: 0.5em"
-                          @click="swapNucleotideProteinAccessions"
-                        />
-                        <Button
-                          class="p-button-help"
-                          icon="pi pi-times"
-                          label="Clear Target"
-                          severity="secondary"
-                          style="margin-left: 0.5em"
-                          @click="resetTarget"
-                        />
-                      </div>
-                    </TabPanel>
-                  </TabView>
+                          <Button
+                            class="p-button-help"
+                            icon="pi pi-times"
+                            label="Clear Target"
+                            severity="secondary"
+                            size="small"
+                            style="margin-left: 0.5em"
+                            @click="resetTarget"
+                          />
+                        </div>
+                      </TabPanel>
+                    </TabPanels>
+                  </Tabs>
                 </div>
               </template>
               <template #footer>
@@ -587,6 +612,7 @@
                             icon="pi pi-minus-circle"
                             label="Remove"
                             severity="secondary"
+                            size="small"
                             @click="targetDeleted(slotProps.data)"
                           />
                         </template>
@@ -719,6 +745,7 @@
                             icon="pi pi-times-circle"
                             label="Clear all"
                             severity="secondary"
+                            size="small"
                             @click="targetsCleared"
                           />
                         </div>
@@ -930,8 +957,11 @@ import Message from 'primevue/message'
 import Multiselect from 'primevue/multiselect'
 import ProgressSpinner from 'primevue/progressspinner'
 import SelectButton from 'primevue/selectbutton'
+import Tabs from 'primevue/tabs'
+import Tab from 'primevue/tab'
+import TabList from 'primevue/tablist'
+import TabPanels from 'primevue/tabpanels'
 import TabPanel from 'primevue/tabpanel'
-import TabView from 'primevue/tabview'
 import Textarea from 'primevue/textarea'
 import Dialog from 'primevue/dialog'
 import {ref} from 'vue'
@@ -993,8 +1023,11 @@ export default {
     Multiselect,
     ProgressSpinner,
     SelectButton,
+    Tabs,
+    Tab,
+    TabList,
+    TabPanels,
     TabPanel,
-    TabView,
     Textarea,
     Dialog
   },
@@ -2169,6 +2202,10 @@ export default {
   padding: 0;
 }
 
+.p-inputwrapper, .p-textarea, .p-inputtext {
+  width: 100%;
+}
+
 /* Progress indicator */
 
 .mave-progress {
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 4cb1ba1a..9f2b6329 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -45,21 +45,19 @@
       <div v-if="variants?.length">
         <div class="mavedb-score-set-variant-search">
           <span class="p-float-label">
-            <IftaLabel class="flex flex-col w-full">
-              <AutoComplete
-                :id="scopedId('variant-search')"
-                v-model="selectedVariant"
-                class="h-14"
-                dropdown
-                option-label="mavedb_label"
-                scroll-height="175px"
-                select-on-focus
-                :suggestions="variantSearchSuggestions"
-                :virtual-scroller-options="{itemSize: 50}"
-                @complete="variantSearch"
-              />
-              <label :for="scopedId('variant-search')">Search for a variant in this score set</label>
-            </IftaLabel>
+            <AutoComplete
+              :id="scopedId('variant-search')"
+              v-model="selectedVariant"
+              class="w-full"
+              dropdown
+              option-label="mavedb_label"
+              scroll-height="175px"
+              select-on-focus
+              :suggestions="variantSearchSuggestions"
+              :virtual-scroller-options="{itemSize: 50}"
+              @complete="variantSearch"
+            />
+            <label :for="scopedId('variant-search')">Search for a variant in this score set</label>
             <Button
               aria-label="Clear"
               icon="pi pi-times"
@@ -83,11 +81,10 @@
             <Button
               v-tooltip="clinicalModeHelpText"
               aria-label="About raw vs. clinical mode"
-              class="p-button-help"
+              class="p-button-help mavedb-help-tooltip-button"
               icon="pi pi-info"
               outlined
               rounded
-              size="small"
             />
           </span>
         </div>
@@ -409,7 +406,6 @@ import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Checkbox from 'primevue/checkbox'
 import Dialog from 'primevue/dialog'
-import IftaLabel from 'primevue/iftalabel'
 import InputSwitch from 'primevue/inputswitch'
 import ProgressSpinner from 'primevue/progressspinner'
 import ProgressBar from 'primevue/progressbar'
@@ -463,7 +459,6 @@ export default {
     DefaultLayout,
     Dialog,
     InputSwitch,
-    IftaLabel,
     ItemNotFound,
     PageLoading,
     ProgressBar,
@@ -1326,6 +1321,29 @@ export default {
   content: '';
   clear: both;
 }
+
+.mavedb-help-tooltip-button {
+  height: 0.5rem !important;
+  width: 0.5rem !important;
+  vertical-align: middle;
+  /* Remove extra vertical margin/padding if any. */
+  margin-top: 0;
+  margin-bottom: 0;
+  /* Ensure that button is inline with text. */
+  display: inline-flex;
+  align-items: center;
+  background: none;
+}
+
+.mavedb-help-tooltip-button:focus,
+.mavedb-help-tooltip-button:active,
+.mavedb-help-tooltip-button.p-focus {
+  background: none;
+}
+
+.mavedb-help-tooltip-button:deep(.p-button-icon) {
+  font-size: 0.5rem;
+}
 </style>
 
 <style>

From 965f297a90ccc3ed923239f7b3529be68ca7621e Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 10 Dec 2025 11:28:24 -0800
Subject: [PATCH 015/157] Fix CSS for tags and mave-collection-badges for
 consistent styling

---
 src/assets/layout.css | 1 -
 src/assets/theme.css  | 2 +-
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/assets/layout.css b/src/assets/layout.css
index c4ab0890..45100914 100644
--- a/src/assets/layout.css
+++ b/src/assets/layout.css
@@ -17,7 +17,6 @@
 .mave-collection-badges {
   flex: 0 1 auto;
   font-size: 12px;
-  line-height: 29px;
   margin-right: 5px;
   padding: 0 0 0 7px;
 }
diff --git a/src/assets/theme.css b/src/assets/theme.css
index 5a6f2474..4422fb97 100644
--- a/src/assets/theme.css
+++ b/src/assets/theme.css
@@ -4846,7 +4846,7 @@
 
 .p-tag {
   background: #3F51B5;
-  color: #ffffff;
+  color: #ffffff !important;
   font-size: 0.75rem;
   font-weight: 700;
   padding: 0.25rem 0.4rem;

From de26db69b29b3d0bcfe049f2a0851278977931d4 Mon Sep 17 00:00:00 2001
From: EstelleDa <baishenlonger@live.com.sg>
Date: Fri, 12 Dec 2025 12:36:00 +1100
Subject: [PATCH 016/157] Make the search result data table bigger and debug
 the SearchView page layout.

---
 src/components/ScoreSetTable.vue      | 5 ++++-
 src/components/screens/SearchView.vue | 2 +-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/src/components/ScoreSetTable.vue b/src/components/ScoreSetTable.vue
index d2a3e6c6..3af49908 100644
--- a/src/components/ScoreSetTable.vue
+++ b/src/components/ScoreSetTable.vue
@@ -126,7 +126,10 @@ export default {
 /* Table */
 
 .mavedb-table-view {
-  flex: 1 1 400px;
+  height: 100vh;
+  overflow-y: auto;
+  overflow-x: hidden;
+  flex: 0 0 auto;
   position: relative;
 }
 
diff --git a/src/components/screens/SearchView.vue b/src/components/screens/SearchView.vue
index 4fb398c2..b8e4aa05 100644
--- a/src/components/screens/SearchView.vue
+++ b/src/components/screens/SearchView.vue
@@ -1,5 +1,5 @@
 <template>
-  <DefaultLayout overflow-y="hidden">
+  <DefaultLayout height="default">
     <div class="mavedb-search-view">
       <div class="mavedb-search-header" style="display: none">
         <h1>Search MaveDB Experiments and Score Sets</h1>

From 74457a5e2904edc78473a8a1dd5206637d4aec1b Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 08:36:42 -0800
Subject: [PATCH 017/157] Fix position of MaveMD logo on home page

---
 src/components/screens/HomeScreen.vue | 21 ++++++---------------
 1 file changed, 6 insertions(+), 15 deletions(-)

diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index c47fa3b7..b9e3cd60 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -2,11 +2,10 @@
   <DefaultLayout>
     <div class="grid" style="margin: 10px 0;">
       <div class="col-12">
-        <p class="mavedb-mavemd-notice">
-          <router-link to="/mavemd"><img alt="MaveMD" class="mavedb-mavemd-logo" src="@/assets/mavemd-logo.png" /></router-link>
-          &nbsp;
-          Looking for the new MaveMD clinical features? <router-link to="/mavemd">Click here.</router-link>
-        </p>
+        <div class="flex justify-center flex-row gap-4 m-2">
+          <router-link to="/mavemd"><img alt="MaveMD" class="h-10" src="@/assets/mavemd-logo.png" /></router-link>
+          <span class="text-lg my-auto">Looking for the new MaveMD clinical features? <router-link to="/mavemd">Click here.</router-link></span>
+        </div>
       </div>
       <div class="col-8">
         <Card>
@@ -162,8 +161,8 @@ export default {
     const addExperiment = () => {
         router.push({ name: 'createExperiment' })
     }
-    return { 
-      addScoreSet, 
+    return {
+      addScoreSet,
       addExperiment,
     }
   },
@@ -199,12 +198,4 @@ ul {
   cursor: pointer;
 }
 
-.mavedb-mavemd-notice {
-  text-align: center; font-size: 120%;
-}
-
-.mavedb-mavemd-logo {
-  height: 40px;
-  vertical-align: middle;
-}
 </style>

From 8d194a9efb3d97d274b41c530d42408730e7eca7 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 09:30:57 -0800
Subject: [PATCH 018/157] Updates to HighlightsView to address formatting
 issues

Replacing deprecated TabView with PrimeVue 4's Tabs components to ensure initial value is being set. Reformatting to address formatting, attribute order and hyphenation warnings from linter. Replacing custom CSS classes with tailwindCSS equivalents.
---
 src/components/common/HighlightsView.vue | 364 ++++++++++++-----------
 1 file changed, 189 insertions(+), 175 deletions(-)

diff --git a/src/components/common/HighlightsView.vue b/src/components/common/HighlightsView.vue
index e1320ebb..83e24500 100644
--- a/src/components/common/HighlightsView.vue
+++ b/src/components/common/HighlightsView.vue
@@ -3,82 +3,96 @@
     <Card>
       <template #title>Target Gene Highlights</template>
       <template #content>
-        <TabView @update:active-index="(idx) => { this.field = targetLeaderboardFields[idx] }"
-          v-model:activeIndex="activeTabIndex">
-          <TabPanel v-for="tab in targetLeaderboardFields" :key="tab"
-            :header="targetLeaderboardFieldTitles[tab]">
-            <div v-if="loading" class="highlights-spinner-container" ref="spinner">
-              <ProgressSpinner class="highlights-progress" />
-            </div>
-            <div v-else>
-              <DataTable
-                :ref="`targetDataTable${tab}`"
-                :exportFilename="`mavedb-${pluralize(tab)}`"
-                paginator
-                :rows="5"
-                :rowsPerPageOptions="[5, 10, 20]"
-                size="small"
-                sortField="count"
-                :sortOrder="-1"
-                :value="leaderboardData"
-              >
-                <template #paginatorstart>
-                  <Button type="button" icon="pi pi-download" text @click="exportCsv('target', tab)" />
-                </template>
-                <Column v-for="col of targetLeaderboardColumns[this.field]" :field="col.field" :header="col.header"
-                  :sortable="col.field == 'count'" :key="col.field" :style="`width: ${col.width || auto}`">
-                  <!-- Link any identifier columns or `column` (in this compoenent representative of some db key) to a MaveDB search page -->
-                  <template v-if="this.field == 'accession' && col.field == 'column'" #body="slotProps">
-                    <a :href="`${config.appBaseUrl}/#/search?target-accession=${slotProps.data[col.field]}`">{{
-                      slotProps.data[col.field] }}</a>
+        <Tabs v-model:value="activeTabIndex" @update:value="(idx) => { field = targetLeaderboardFields[idx] }">
+          <TabList>
+            <Tab v-for="(tab, index) in targetLeaderboardFields" :key="tab" :value="index">{{ targetLeaderboardFieldTitles[tab] }}</Tab>
+          </TabList>
+          <TabPanels>
+            <TabPanel v-for="(tab, index) in targetLeaderboardFields" :key="tab" :value="index">
+              <div v-if="loading" ref="spinner" class="flex justify-center">
+                <ProgressSpinner class="size-12!" />
+              </div>
+              <div v-else>
+                <DataTable
+                  :ref="`targetDataTable${tab}`"
+                  :export-filename="`mavedb-${pluralize(tab)}`"
+                  paginator
+                  :rows="5"
+                  :rows-per-page-options="[5, 10, 20]"
+                  size="small"
+                  sort-field="count"
+                  :sort-order="-1"
+                  :value="leaderboardData"
+                >
+                  <template #paginatorstart>
+                    <Button icon="pi pi-download" text type="button" @click="exportCsv('target', tab)" />
                   </template>
-                  <template v-else-if="this.field == 'gene' && col.field == 'column'" #body="slotProps">
-                    <a :href="`${config.appBaseUrl}/#/search?search=${slotProps.data[col.field]}`">{{
-                      slotProps.data[col.field] }}</a>
-                  </template>
-                  <template v-else-if="this.field == 'organism' && col.field == 'column'" #body="slotProps">
-                    <a :href="`${config.appBaseUrl}/#/search?target-organism-name=${slotProps.data[col.field]}`">{{
-                      slotProps.data[col.field] }}</a>
-                  </template>
-                  <template v-else-if="col.field == 'identifier'" #body="slotProps">
-                    <a :href="`${config.appBaseUrl}/#/search?search=${slotProps.data[col.field]}`">{{
-                      slotProps.data[col.field] }}</a>
-                  </template>
-                  <!-- Handle url columns separately, so that we can fill in any missing DB data -->
-                  <template v-else-if="this.field == 'uniprot-identifier' && col.field == 'url'" #body="slotProps">
-                    <a :href="slotProps.data[col.field] ? `${slotProps.data[col.field]}` : `http://purl.uniprot.org/uniprot/${slotProps.data.identifier}`"
-                      target="_blank">{{
-                      slotProps.data.url ? slotProps.data.url :
-                      `http://purl.uniprot.org/uniprot/${slotProps.data.identifier}` }}</a>
-                  </template>
-                  <template v-else-if="this.field == 'refseq-identifier' && col.field == 'url'" #body="slotProps">
-                    <a :href="slotProps.data[col.field] ? `${slotProps.data[col.field]}` : `http://www.ncbi.nlm.nih.gov/entrez/viewer.fcgi?val=${slotProps.data.identifier}`"
-                      target="_blank">{{
-                      slotProps.data.url ? slotProps.data.url :
-                      `http://www.ncbi.nlm.nih.gov/entrez/viewer.fcgi?val=${slotProps.data.identifier}` }}</a>
-                  </template>
-                  <template v-else-if="this.field == 'ensembl-identifier' && col.field == 'url'" #body="slotProps">
-                    <a :href="slotProps.data[col.field] ? `${slotProps.data[col.field]}` : `http://www.ensembl.org/id/${slotProps.data.identifier}`"
-                      target="_blank">{{
-                      slotProps.data.url ? slotProps.data.url : `http://www.ensembl.org/id/${slotProps.data.identifier}`
-                      }}</a>
-                  </template>
-                  <!-- Handle generic url columns  -->
-                  <template v-else-if="col.field == 'url'" #body="slotProps">
-                    <a :href="`${slotProps.data.url}`" target="_blank">{{
-                      slotProps.data.url }}</a>
-                  </template>
-                </Column>
-              </DataTable>
-            </div>
-          </TabPanel>
-        </TabView>
-        <div class="chart-container">
-          <div v-if="showCategoryChart" class="chart">
-            <Chart type="pie" :data="categoryChartData" :options="categoryChartOptions"></Chart>
+                  <Column
+                    v-for="col of targetLeaderboardColumns[field]"
+                    :key="col.field"
+                    :field="col.field" :header="col.header"
+                    :sortable="col.field == 'count'"
+                    :style="`width: ${col.width || auto}`">
+                    <!-- Link any identifier columns or `column` (in this compoenent representative of some db key) to a MaveDB search page -->
+                    <template v-if="field == 'accession' && col.field == 'column'" #body="slotProps">
+                      <a :href="`${config.appBaseUrl}/#/search?target-accession=${slotProps.data[col.field]}`">{{
+                        slotProps.data[col.field] }}</a>
+                    </template>
+                    <template v-else-if="field == 'gene' && col.field == 'column'" #body="slotProps">
+                      <a :href="`${config.appBaseUrl}/#/search?search=${slotProps.data[col.field]}`">{{
+                        slotProps.data[col.field] }}</a>
+                    </template>
+                    <template v-else-if="field == 'organism' && col.field == 'column'" #body="slotProps">
+                      <a :href="`${config.appBaseUrl}/#/search?target-organism-name=${slotProps.data[col.field]}`">{{
+                        slotProps.data[col.field] }}</a>
+                    </template>
+                    <template v-else-if="col.field == 'identifier'" #body="slotProps">
+                      <a :href="`${config.appBaseUrl}/#/search?search=${slotProps.data[col.field]}`">
+                        {{ slotProps.data[col.field] }}
+                      </a>
+                    </template>
+                    <!-- Handle url columns separately, so that we can fill in any missing DB data -->
+                    <template v-else-if="field == 'uniprot-identifier' && col.field == 'url'" #body="slotProps">
+                      <a
+                        :href="slotProps.data[col.field] ? `${slotProps.data[col.field]}` : `http://purl.uniprot.org/uniprot/${slotProps.data.identifier}`"
+                        target="_blank"
+                      >
+                        {{ slotProps.data.url ? slotProps.data.url : `http://purl.uniprot.org/uniprot/${slotProps.data.identifier}` }}
+                      </a>
+                    </template>
+                    <template v-else-if="field == 'refseq-identifier' && col.field == 'url'" #body="slotProps">
+                      <a
+                        :href="slotProps.data[col.field] ? `${slotProps.data[col.field]}` : `http://www.ncbi.nlm.nih.gov/entrez/viewer.fcgi?val=${slotProps.data.identifier}`"
+                        target="_blank"
+                      >
+                      {{ slotProps.data.url ? slotProps.data.url : `http://www.ncbi.nlm.nih.gov/entrez/viewer.fcgi?val=${slotProps.data.identifier}` }}
+                      </a>
+                    </template>
+                    <template v-else-if="field == 'ensembl-identifier' && col.field == 'url'" #body="slotProps">
+                      <a
+                        :href="slotProps.data[col.field] ? `${slotProps.data[col.field]}` : `http://www.ensembl.org/id/${slotProps.data.identifier}`"
+                        target="_blank"
+                      >
+                      {{ slotProps.data.url ? slotProps.data.url : `http://www.ensembl.org/id/${slotProps.data.identifier}` }}
+                      </a>
+                    </template>
+                    <!-- Handle generic url columns  -->
+                    <template v-else-if="col.field == 'url'" #body="slotProps">
+                      <a :href="`${slotProps.data.url}`" target="_blank">{{
+                        slotProps.data.url }}</a>
+                    </template>
+                  </Column>
+                </DataTable>
+              </div>
+            </TabPanel>
+          </TabPanels>
+        </Tabs>
+        <div class="flex flex-wrap justify-evenly">
+          <div v-if="showCategoryChart" class="flex-initial">
+            <Chart :data="categoryChartData" :options="categoryChartOptions" type="pie"></Chart>
           </div>
-          <div v-if="showOrganismChart" class="chart">
-            <Chart type="pie" :data="organismChartData" :options="organismChartOptions"></Chart>
+          <div v-if="showOrganismChart" class="flex-initial">
+            <Chart :data="organismChartData" :options="organismChartOptions" type="pie"></Chart>
           </div>
         </div>
       </template>
@@ -88,50 +102,56 @@
     <Card>
       <template #title>Score Set Highlights</template>
       <template #content>
-        <TabView @tab-change="(event) => { this.field = scoreSetLeaderboardFields[event.index] }"
-          v-model:activeIndex="activeTabIndex">
-          <TabPanel v-for="tab in scoreSetLeaderboardFields" :key="tab"
-            :header="scoreSetLeaderboardFieldTitles[tab]">
-            <div v-if="loading" class="highlights-spinner-container" ref="spinner">
-              <ProgressSpinner class="highlights-progress" />
-            </div>
-            <div v-else>
-              <DataTable
-                :ref="`scoreSetDataTable${tab}`"
-                :exportFilename="`mavedb-${pluralize(tab)}`"
-                :value="leaderboardData"
-                sortField="count"
-                :sortOrder="-1"
-                paginator
-                :rows="5"
-                :rowsPerPageOptions="[5, 10, 20]"
-                size="small"
-              >
-                <template #paginatorstart>
-                  <Button type="button" icon="pi pi-download" text @click="exportCsv('scoreSet', tab)" />
-                </template>
-                <Column v-for="col of scoreSetLeaderboardColumns[this.field]" :field="col.field" :header="col.header"
-                  :sortable="col.field == 'count'" :key="col.field" :style="`width: ${col.width || auto}`">
-                  <!-- Link publication identifiers to their MaveDB page -->
-                  <template v-if="this.field == 'publication-identifiers' && col.field == 'identifier'" #body="slotProps">
-                    <a
-                      :href="`${config.appBaseUrl}/publication-identifiers/${slotProps.data.dbName}/${encodeURIComponent(slotProps.data[col.field])}`">{{
-                        slotProps.data[col.field] }}</a>
-                  </template>
-                  <template v-else-if="this.field == 'doi-identifiers' && col.field == 'identifier'" #body="slotProps">
-                    <a :href="`${config.appBaseUrl}/#/search?search=${slotProps.data[col.field]}`">{{
-                      slotProps.data[col.field] }}</a>
-                  </template>
-                  <!-- Link out any remaining URLs to the appropriate location -->
-                  <template v-else-if="col.field == 'url'" #body="slotProps">
-                    <a :href="`${slotProps.data.url}`" target="_blank">{{
-                      slotProps.data.url }}</a>
+        <Tabs v-model:value="activeTabIndex" @update:value="(idx) => { field = scoreSetLeaderboardFields[idx] }">
+          <TabList>
+            <Tab v-for="(tab, index) in scoreSetLeaderboardFields" :key="tab" :value="index">{{ scoreSetLeaderboardFieldTitles[tab] }}</Tab>
+          </TabList>
+          <TabPanels>
+            <TabPanel v-for="(tab, index) in scoreSetLeaderboardFields" :key="tab" :value="index">
+              <div v-if="loading" ref="spinner" class="flex justify-center">
+                <ProgressSpinner class="size-12!" />
+              </div>
+              <div v-else>
+                <DataTable
+                  :ref="`scoreSetDataTable${tab}`"
+                  :export-filename="`mavedb-${pluralize(tab)}`"
+                  paginator
+                  :rows="5"
+                  :rows-per-page-options="[5, 10, 20]"
+                  size="small"
+                  sort-field="count"
+                  :sort-order="-1"
+                  :value="leaderboardData"
+                >
+                  <template #paginatorstart>
+                    <Button icon="pi pi-download" text type="button" @click="exportCsv('scoreSet', tab)" />
                   </template>
-                </Column>
-              </DataTable>
-            </div>
-          </TabPanel>
-        </TabView>
+                  <Column
+                    v-for="col of scoreSetLeaderboardColumns[this.field]"
+                    :key="col.field"
+                    :field="col.field"
+                    :header="col.header" :sortable="col.field == 'count'" :style="`width: ${col.width || auto}`">
+                    <!-- Link publication identifiers to their MaveDB page -->
+                    <template v-if="this.field == 'publication-identifiers' && col.field == 'identifier'" #body="slotProps">
+                      <a
+                        :href="`${config.appBaseUrl}/publication-identifiers/${slotProps.data.dbName}/${encodeURIComponent(slotProps.data[col.field])}`">{{
+                          slotProps.data[col.field] }}</a>
+                    </template>
+                    <template v-else-if="this.field == 'doi-identifiers' && col.field == 'identifier'" #body="slotProps">
+                      <a :href="`${config.appBaseUrl}/#/search?search=${slotProps.data[col.field]}`">{{
+                        slotProps.data[col.field] }}</a>
+                    </template>
+                    <!-- Link out any remaining URLs to the appropriate location -->
+                    <template v-else-if="col.field == 'url'" #body="slotProps">
+                      <a :href="`${slotProps.data.url}`" target="_blank">{{
+                        slotProps.data.url }}</a>
+                    </template>
+                  </Column>
+                </DataTable>
+              </div>
+            </TabPanel>
+        </TabPanels>
+        </Tabs>
       </template>
     </Card>
   </div>
@@ -139,34 +159,50 @@
     <Card>
       <template #title>Experiment Highlights</template>
       <template #content>
-        <TabView @tab-change="(event) => { this.field = experimentLeaderboardFields[event.index] }"
-          v-model:activeIndex="activeTabIndex">
-          <TabPanel v-for="tab in experimentLeaderboardFields" :key="tab"
-            :header="tab.charAt(0).toUpperCase() + tab.slice(1)">
-            <div v-if="loading" class="highlights-spinner-container" ref="spinner">
-              <ProgressSpinner class="highlights-progress" />
-            </div>
-            <div v-else>
-              <DataTable :value="leaderboardData" sortField="count" :sortOrder="-1" paginator :rows="5"
-                :rowsPerPageOptions="[5, 10, 20]" size="small">
-                <Column v-for="col of experimentLeaderboardColumns[this.field]" :field="col.field" :header="col.header"
-                  :sortable="col.field == 'count'" :key="col.field" :style="`width: ${col.width || auto}`">
-                  <!-- Link publication identifiers to their MaveDB page -->
-                  <template v-if="this.field == 'publication-identifiers' && col.field == 'identifier'" #body="slotProps">
-                    <a
-                      :href="`${config.appBaseUrl}/publication-identifiers/${slotProps.data.dbName}/${encodeURIComponent(slotProps.data[col.field])}`">{{
-                        slotProps.data[col.field] }}</a>
-                  </template>
-                  <!-- Link out any URLs to the appropriate location -->
-                  <template v-else-if="col.field == 'url'" #body="slotProps">
-                    <a :href="`${slotProps.data.url}`" target="_blank">{{
-                      slotProps.data.url }}</a>
-                  </template>
-                </Column>
-              </DataTable>
-            </div>
-          </TabPanel>
-        </TabView>
+        <Tabs v-model:value="activeTabIndex" @update:value="(idx) => { field = experimentLeaderboardFields[idx] }">
+          <TabList>
+            <Tab v-for="(tab, index) in experimentLeaderboardFields" :key="tab" :value="index">{{ tab.charAt(0).toUpperCase() + tab.slice(1) }}</Tab>
+          </TabList>
+          <TabPanels>
+            <TabPanel v-for="(tab, index) in experimentLeaderboardFields" :key="tab" :value="index">
+              <div v-if="loading" ref="spinner" class="flex justify-center">
+                <ProgressSpinner class="size-12!" />
+              </div>
+              <div v-else>
+                <DataTable
+                  paginator
+                  :rows="5"
+                  :rows-per-page-options="[5, 10, 20]"
+                  size="small"
+                  sort-field="count"
+                  :sort-order="-1"
+                  :value="leaderboardData"
+                >
+                  <Column
+                    v-for="col of experimentLeaderboardColumns[field]"
+                    :key="col.field"
+                    :field="col.field"
+                    :header="col.header"
+                    :sortable="col.field == 'count'"
+                    :style="`width: ${col.width || auto}`"
+                  >
+                    <!-- Link publication identifiers to their MaveDB page -->
+                    <template v-if="field == 'publication-identifiers' && col.field == 'identifier'" #body="slotProps">
+                      <a
+                        :href="`${config.appBaseUrl}/publication-identifiers/${slotProps.data.dbName}/${encodeURIComponent(slotProps.data[col.field])}`">{{
+                          slotProps.data[col.field] }}</a>
+                    </template>
+                    <!-- Link out any URLs to the appropriate location -->
+                    <template v-else-if="col.field == 'url'" #body="slotProps">
+                      <a :href="`${slotProps.data.url}`" target="_blank">{{
+                        slotProps.data.url }}</a>
+                    </template>
+                  </Column>
+                </DataTable>
+              </div>
+            </TabPanel>
+          </TabPanels>
+        </Tabs>
       </template>
     </Card>
   </div>
@@ -179,7 +215,10 @@ import Button from 'primevue/button'
 import Column from 'primevue/column'
 import Card from 'primevue/card'
 import DataTable from 'primevue/datatable'
-import TabView from 'primevue/tabview'
+import Tabs from 'primevue/tabs'
+import TabList from 'primevue/tablist'
+import Tab from 'primevue/tab'
+import TabPanels from 'primevue/tabpanels'
 import TabPanel from 'primevue/tabpanel'
 import ProgressSpinner from 'primevue/progressspinner'
 import Chart from 'primevue/chart'
@@ -190,7 +229,7 @@ import useItem from '@/composition/item'
 
 export default defineComponent({
   name: 'HighlightsView',
-  components: {Button, Card, Chart, Column, DataTable, TabView, TabPanel, ProgressSpinner},
+  components: {Button, Card, Chart, Column, DataTable, Tabs, TabList, Tab, TabPanels, TabPanel, ProgressSpinner},
 
   setup: (props) => {
     const targetAccessionAssemblyStatistic = useItem({ itemTypeName: 'target-accession-statistics' })
@@ -331,10 +370,10 @@ export default defineComponent({
     categoryChartData: function() { return this.chartDataForTarget(this.targetGeneCategoryFieldCounts) },
     organismChartData: function() { return this.chartDataForTarget(this.targetGeneOrganismFieldCounts) },
     categoryChartOptions: function() {
-       return this.setChartOptions('Target Gene Category', this.chartDataForTarget(this.targetGeneCategoryFieldCounts), 'target-type') 
+       return this.setChartOptions('Target Gene Category', this.chartDataForTarget(this.targetGeneCategoryFieldCounts), 'target-type')
     },
     organismChartOptions: function() {
-       return this.setChartOptions('Target Organism', this.chartDataForTarget(this.targetGeneOrganismFieldCounts), 'target-organism-name') 
+       return this.setChartOptions('Target Organism', this.chartDataForTarget(this.targetGeneOrganismFieldCounts), 'target-organism-name')
     },
   },
 
@@ -394,7 +433,7 @@ export default defineComponent({
           if (!model) {
             model = 'search'
           }
-          
+
           const clickedLabel = data.labels[element[0].index]
           if (clickedLabel == 'Others') {
             return
@@ -588,28 +627,3 @@ export default defineComponent({
   }
 })
 </script>
-
-<style>
-.p-tabview-panel .highlights-spinner-container {
-  align-items: center;
-  display: flex;
-  justify-content: center;
-  padding-top: 18px;
-  width: 100%;
-}
-
-.p-tabview-panel .highlights-progress {
-  height: 50px;
-  width: 50px;
-}
-
-.chart-container {
-  display: flex;
-  flex-wrap: wrap;
-  justify-content: space-evenly;
-}
-
-.chart {
-  flex: 0 1 auto;
-}
-</style>

From 04ba648b766ac29d51336502d7dd7af273e5a96a Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 09:49:46 -0800
Subject: [PATCH 019/157] Fix HomeScreen citation margins and align bottom of
 top 3 Card elements

---
 src/components/screens/HomeScreen.vue | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index b9e3cd60..bc0da618 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -1,14 +1,14 @@
 <template>
   <DefaultLayout>
-    <div class="grid" style="margin: 10px 0;">
+    <div class="grid my-2!">
       <div class="col-12">
         <div class="flex justify-center flex-row gap-4 m-2">
           <router-link to="/mavemd"><img alt="MaveMD" class="h-10" src="@/assets/mavemd-logo.png" /></router-link>
           <span class="text-lg my-auto">Looking for the new MaveMD clinical features? <router-link to="/mavemd">Click here.</router-link></span>
         </div>
       </div>
-      <div class="col-8">
-        <Card>
+      <div class="col-8 flex">
+        <Card class="flex-1">
           <template #title>About</template>
           <template #content>
             <p>
@@ -39,8 +39,8 @@
           </template>
         </Card>
       </div>
-      <div class="col-4">
-        <Card>
+      <div class="col-4 flex flex-column">
+        <Card class="flex-1">
           <template #title>Featured Searches</template>
           <template #content>
             <table>
@@ -122,12 +122,12 @@
             <p>
               To cite MaveDB, please cite our most recent publication:
             </p>
-            <blockquote>
+            <blockquote class="m-5 my-2">
                 Rubin, A.F., Stone, J., Bianchi, A.H. <i>et al.</i> MaveDB 2024: a curated community database with over seven million variant effects
                 from multiplexed functional assays. <i>Genome Biol</i> <b>26</b>, 13 (2025). <a href=https://doi.org/10.1186/s13059-025-03476-y>https://doi.org/10.1186/s13059-025-03476-y</a>
             </blockquote>
             Previous MaveDB publications are listed below:
-            <blockquote>
+            <blockquote class="mx-5 my-2">
               Daniel Esposito, Jochen Weile, Jay Shendure, Lea M Starita, Anthony T Papenfuss, Frederick P Roth, Douglas M Fowler, Alan F Rubin.
               MaveDB: an open-source platform to distribute and interpret data from multiplexed assays of variant effect.
               <i>Genome Biol</i> <b>20</b>, 223 (2019). <a href="https://doi.org/10.1186/s13059-019-1845-6">https://doi.org/10.1186/s13059-019-1845-6</a>

From a427769ae965b299cca6528f19d78ad83aa955b4 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 09:52:03 -0800
Subject: [PATCH 020/157] Re-add bullets to items in HomeScreen featured
 searches list

---
 src/components/screens/HomeScreen.vue | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index bc0da618..144c86e4 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -190,6 +190,7 @@ td, th {
 
 ul {
   padding-left: 1em;
+  list-style-type: disc;
 }
 
 .mave-hgvs-example {

From a6fe32cfc1b3710ffc3fa2832cd926b0c2ecd366 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 10:49:13 -0800
Subject: [PATCH 021/157] Fix positioning of search elements and replace
 deprecated Dropdown with Select on MaveMD page

---
 .../screens/SearchVariantsScreen.vue          | 26 +++++++++----------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index 05867434..576a98bf 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -21,31 +21,31 @@
       </div>
       <div v-if="defaultSearchVisible" class="mavedb-search-form">
         <div class="mavedb-search-heading">Search MaveDB for human gene variants</div>
-        <div class="flex flex-wrap justify-content-center gap-3">
-          <Dropdown
+        <div class="flex flex-wrap justify-content-center align-items-center gap-3">
+          <Select
             v-model="searchType"
+            class="w-48"
             option-label="name"
             option-value="code"
             :options="searchTypeOptions"
             placeholder="Select search type"
-            :style="{ width: '13rem' }"
+            size="large"
           />
-          <IconField icon-position="left">
+          <IconField>
             <InputIcon class="pi pi-search"></InputIcon>
             <InputText
               ref="searchTextInput"
               v-model="searchText"
-              class="p-inputtext-lg"
+              class="w-124"
               placeholder="Enter a value"
-              style="width: 500px"
+              size="large"
               type="search"
               @keyup.enter="defaultSearch"
             />
           </IconField>
-          <Button class="p-button-plain" @click="defaultSearch">Search</Button>
+          <Button class="p-3!" @click="defaultSearch">Search</Button>
           <div class="mavedb-clear-search-button-container">
             <Button
-              class="p-button-plain"
               :disabled="!searchIsClearable"
               icon="pi pi-times"
               rounded
@@ -87,7 +87,7 @@
             placeholder="Gene symbol (HGNC)"
             type="search"
           />
-          <Dropdown
+          <Select
             v-model="inputVariantType"
             class="mavedb-fuzzy-search-form-component"
             :options="['c.', 'p.']"
@@ -95,13 +95,13 @@
           />
           <!-- TODO consider adding language to specify to include - or * in position if variant is in 5' or 3' UTR, respectively -->
           <InputText v-model="inputVariantPosition" class="mavedb-fuzzy-search-form-component" placeholder="Position" />
-          <Dropdown
+          <Select
             v-model="inputReferenceAllele"
             class="mavedb-fuzzy-search-form-component"
             :options="selectedAlleleOptions"
             placeholder="Reference allele"
           />
-          <Dropdown
+          <Select
             v-model="inputAlternateAllele"
             class="mavedb-fuzzy-search-form-component"
             :options="selectedAlleleOptions"
@@ -363,7 +363,7 @@ import _ from 'lodash'
 import Card from 'primevue/card'
 import Column from 'primevue/column'
 import DataTable from 'primevue/datatable'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import IconField from 'primevue/iconfield'
 import InputIcon from 'primevue/inputicon'
 import InputText from 'primevue/inputtext'
@@ -393,7 +393,7 @@ export default defineComponent({
     Column,
     DataTable,
     DefaultLayout,
-    Dropdown,
+    Select,
     IconField,
     InputIcon,
     InputText,

From a037afdd08cc1b663d5868dac5cd38ec1aa40c65 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 13:29:18 -0800
Subject: [PATCH 022/157] Add custom CSS and update ExperimentCreator component
 to replicate PrimeVue 3 functionality

There are several breaking changes with the migration to PrimeVue4 related to deprecation of the Chips component and differences in AutoComplete component. This commit adds custom CSS and updates the ExperimentCreator component to mimic the functionality and style associated with these component in PrimeVue 3.
---
 src/assets/app.css                           | 29 ++++++++-
 src/components/screens/ExperimentCreator.vue | 65 ++++++++++++++------
 2 files changed, 73 insertions(+), 21 deletions(-)

diff --git a/src/assets/app.css b/src/assets/app.css
index 082608e4..8dd9d12e 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -71,8 +71,7 @@ body .p-button {
 /* Hide placeholder text in float label components since label acts as placeholder */
 .p-float-label input::placeholder,
 .p-float-label textarea::placeholder,
-.p-float-label .p-chips-multiple-container input::placeholder,
-.p-float-label .p-multiselect-label {
+.p-float-label .p-chips-multiple-container input::placeholder {
   color: transparent !important;
 }
 
@@ -87,3 +86,29 @@ body .p-button {
 .p-float-label .p-multiselect:focus-within .p-multiselect-label {
   color: rgba(0, 0, 0, 0.6) !important;
 }
+
+/* Style Chips components to match PrimeVue 3 appearance */
+.p-inputchips-chip-item {
+  background: #e9ecef !important;
+  color: #495057 !important;
+  border-radius: 1rem !important;
+  padding: 0.25rem 0.5rem !important;
+  margin-right: 0.5rem !important;
+  margin-bottom: 0.5rem !important;
+  margin-bottom: auto !important;
+  display: inline-flex !important;
+  align-items: center !important;
+}
+.p-inputchips-chip-item .pi-times,
+.p-inputchips-chip-item .pi-times-circle {
+  margin-left: 0.5rem !important;
+  cursor: pointer !important;
+  display: flex !important;
+  align-items: center !important;
+  justify-content: center !important;
+}
+
+/* Prevent autocomplete overlay from taking full page width */
+.p-autocomplete-overlay {
+  max-width: 75% !important;
+}
diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 7e3b73a8..cf6a37e0 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -180,7 +180,10 @@
                       >
                         <template #chip="slotProps">
                           <div>
-                            <span>{{ slotProps.value.identifier }}</span>
+                              <span>{{ slotProps.value?.identifier }}</span>
+                          </div>
+                          <div>
+                            <i class="pi pi-times-circle" @click="removeDoiIdentifier(slotProps.value)"></i>
                           </div>
                         </template>
                       </Chips>
@@ -208,7 +211,7 @@
                           v-model="contributors"
                           :add-on-blur="true"
                           :allow-duplicate="false"
-                          placeholder="Type or paste ORCID IDs here."
+                          :placeholder="contributors?.length > 0 ? '' : 'Type or paste ORCID IDs here.'"
                           @add="newContributorsAdded"
                           @keyup.escape="clearContributorSearch"
                         >
@@ -221,6 +224,9 @@
                               </div>
                               <div v-else>{{ slotProps.value.orcidId }}</div>
                             </div>
+                            <div>
+                              <i class="pi pi-times-circle" @click="removeContributor(slotProps.value)"></i>
+                            </div>
                           </template>
                         </Chips>
                         <label :for="scopedId('input-contributors')">Contributors</label>
@@ -244,32 +250,31 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <span class="p-float-label p-input-filled">
                         <AutoComplete
-                          :id="scopedId('input-publicationIdentifiers')"
-                          ref="publicationIdentifiersInput"
+                          :id="scopedId('input-publicationIdentifiers')"                          ref="publicationIdentifiersInput"
                           v-model="publicationIdentifiers"
                           :multiple="true"
                           option-label="identifier"
                           :suggestions="publicationIdentifierSuggestionsList"
                           @complete="searchPublicationIdentifiers"
-                          @item-select="acceptNewPublicationIdentifier"
-                          @item-unselect="removePublicationIdentifier"
                           @keyup.escape="clearPublicationIdentifierSearch"
+                          @option-select="acceptNewPublicationIdentifier"
                         >
                           <template #chip="slotProps">
-                            <div>
+                            <div class="p-inputchips-chip-item">
+                              {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
                               <div>
-                                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
+                                <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value)"></i>
                               </div>
                             </div>
                           </template>
-                          <template #item="slotProps">
+                          <template #option="slotProps">
                             <div>
-                              <div>Title: {{ slotProps.item.title }}</div>
-                              <div>DOI: {{ slotProps.item.doi }}</div>
-                              <div>Identifier: {{ slotProps.item.identifier }}</div>
-                              <div>Database: {{ slotProps.item.dbName }}</div>
+                              <div>Title: {{ slotProps.option.title }}</div>
+                              <div>DOI: {{ slotProps.option.doi }}</div>
+                              <div>Identifier: {{ slotProps.option.identifier }}</div>
+                              <div>Database: {{ slotProps.option.dbName }}</div>
                             </div>
                           </template>
                         </AutoComplete>
@@ -340,11 +345,14 @@
                           :add-on-blur="true"
                           :allow-duplicate="false"
                           @add="acceptNewRawReadIdentifier"
-                        >
                           @keyup.escape="clearRawReadIdentifierSearch"
+                        >
                           <template #chip="slotProps">
                             <div>
-                              <span>{{ slotProps.value.identifier }}</span>
+                                <span>{{ slotProps.value.identifier }} </span>
+                            </div>
+                            <div>
+                              <i class="pi pi-times-circle" @click="removeRawReadIdentifier(slotProps.value)"></i>
                             </div>
                           </template>
                         </Chips>
@@ -896,6 +904,25 @@ export default {
       }
     },
 
+    removeContributor: function (contributor) {
+      const index = this.contributors.findIndex(c => c.orcidId === contributor.orcidId)
+      if (index !== -1) {
+        this.contributors.splice(index, 1)
+      }
+    },
+    removeRawReadIdentifier: function (rawReadIdentifier) {
+      const index = this.rawReadIdentifiers.findIndex(r => r.identifier === rawReadIdentifier.identifier)
+      if (index !== -1) {
+        this.rawReadIdentifiers.splice(index, 1)
+      }
+    },
+    removeDoiIdentifier: function (doiIdentifier) {
+      const index = this.doiIdentifiers.findIndex(d => d.identifier === doiIdentifier.identifier)
+      if (index !== -1) {
+        this.doiIdentifiers.splice(index, 1)
+      }
+    },
+
     suggestionsForAutocomplete: function (suggestions) {
       // The PrimeVue AutoComplete doesn't seem to like it if we set the suggestion list to [].
       // This causes the drop-down to stop appearing when we later populate the list.
@@ -1001,10 +1028,10 @@ export default {
 
     removePublicationIdentifier: function (event) {
       // If we are removing a primary publication identifier, also remove it from that list.
-      const removedIdentifier = event.value.identifier
-      const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
+      const removedIdentifier = event.identifier
+      const primaryIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
       if (primaryIdx != -1) {
-        this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
+        this.publicationIdentifiers.splice(primaryIdx, 1)
       }
     },
 

From 2fb577d48116ae2d5dac6e865969391f134ef14c Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 13:51:51 -0800
Subject: [PATCH 023/157] Fix primary publication input elements to always show
 label in floated position

---
 src/components/screens/ExperimentCreator.vue | 1 +
 src/components/screens/ExperimentEditor.vue  | 1 +
 2 files changed, 2 insertions(+)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index cf6a37e0..f4e800a8 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -295,6 +295,7 @@
                           :id="scopedId('input-primaryPublicationIdentifiers')"
                           ref="primaryPublicationIdentifiersInput"
                           v-model="primaryPublicationIdentifiers"
+                          class="p-inputwrapper-filled"
                           option-label="identifier"
                           :options="publicationIdentifiers"
                           placeholder="Select a primary publication (Where the dataset is described)"
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 74829785..b01c9f11 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -130,6 +130,7 @@
                     :id="scopedId('input-primaryPublicationIdentifiers')"
                     ref="primaryPublicationIdentifiersInput"
                     v-model="primaryPublicationIdentifiers"
+                    class="p-inputwrapper-filled"
                     option-label="identifier"
                     :options="publicationIdentifiers"
                     placeholder="Select a primary publication (Where the dataset is described)"

From aedcb3a5fdb560a482691b14b2bdb2e3021a511c Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 14:01:38 -0800
Subject: [PATCH 024/157] Match size of keyword dropdown and description in put
 on ExperimentCreator

---
 src/components/screens/ExperimentCreator.vue | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index f4e800a8..c029aa46 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -1531,6 +1531,9 @@ export default {
 .p-inputwrapper, .p-textarea, .p-inputtext {
   width: 100%;
 }
+.keyword-description-input, .keyword-dropdown {
+  width: 450px;
+}
 
 /* Fix list bullets in help text */
 .mavedb-help-small ul {

From c71c6c0766833205728521103afe71d09a56f412 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 15:22:51 -0800
Subject: [PATCH 025/157] Fix styling issues and replace deprecated components
 in VariantScreen and child components

---
 src/assets/app.css                       |  4 +
 src/components/CalibrationTable.vue      | 12 ++-
 src/components/ScoreSetHistogram.vue     | 20 +++--
 src/components/screens/VariantScreen.vue | 96 ++++++++++++------------
 4 files changed, 74 insertions(+), 58 deletions(-)

diff --git a/src/assets/app.css b/src/assets/app.css
index 8dd9d12e..d0aaf7ad 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -112,3 +112,7 @@ body .p-button {
 .p-autocomplete-overlay {
   max-width: 75% !important;
 }
+
+.p-tablist-tab-list .p-tab-active {
+  background-color: #3f51b51f !important;
+}
diff --git a/src/components/CalibrationTable.vue b/src/components/CalibrationTable.vue
index d2b0a9e4..99d80bc3 100644
--- a/src/components/CalibrationTable.vue
+++ b/src/components/CalibrationTable.vue
@@ -13,7 +13,7 @@
         <PrimeButton
           v-tooltip.right="{value: scoreCalibration.baselineScoreDescription, autoHide: false}"
           aria-label="Info"
-          class="p-button-help mavedb-help-tooltip-button"
+          class="p-button-help mavedb-help-tooltip-button size-2!"
           icon="pi pi-info"
           outlined
           rounded
@@ -47,7 +47,7 @@
               <PrimeButton
                 v-tooltip.right="{value: range.description, autoHide: false}"
                 aria-label="Info"
-                class="p-button-help mavedb-help-tooltip-button"
+                class="p-button-help mavedb-help-tooltip-button size-2!"
                 icon="pi pi-info"
                 outlined
                 rounded
@@ -198,7 +198,7 @@
               autoHide: false
             }"
             aria-label="Threshold sources info"
-            class="p-button-help mavedb-help-tooltip-button"
+            class="p-button-help mavedb-help-tooltip-button size-2!"
             icon="pi pi-info"
             outlined
             rounded
@@ -234,7 +234,7 @@
               autoHide: false
             }"
             aria-label="Method sources info"
-            class="p-button-help mavedb-help-tooltip-button"
+            class="p-button-help mavedb-help-tooltip-button size-2!"
             icon="pi pi-info"
             outlined
             rounded
@@ -267,7 +267,7 @@
               autoHide: false
             }"
             aria-label="Evidence calculation sources info"
-            class="p-button-help mavedb-help-tooltip-button"
+            class="p-button-help mavedb-help-tooltip-button size-2!"
             icon="pi pi-info"
             outlined
             rounded
@@ -770,8 +770,6 @@ export default defineComponent({
 /* Tooltips */
 .mavedb-help-tooltip-button {
   margin-left: 0.6rem;
-  height: 0.5rem;
-  width: 0.5rem;
   vertical-align: middle;
   margin-top: 0;
   margin-bottom: 0;
diff --git a/src/components/ScoreSetHistogram.vue b/src/components/ScoreSetHistogram.vue
index 4e069ef4..6f3118e3 100644
--- a/src/components/ScoreSetHistogram.vue
+++ b/src/components/ScoreSetHistogram.vue
@@ -1,6 +1,16 @@
 <template>
   <div class="mavedb-histogram-controls">
-    <TabMenu v-if="hasTabBar" v-model:active-index="activeViz" class="mave-histogram-viz-select" :model="vizOptions" />
+    <Tabs v-if="hasTabBar" v-model:value="activeViz">
+      <TabList>
+        <Tab
+          v-for="(option, index) of vizOptions"
+          :key="index"
+          :value="index"
+        >
+          {{ option.label }}
+        </tab>
+      </TabList>
+    </Tabs>
     <div v-if="showCalibrations" class="mavedb-histogram-thresholds-control">
       <div class="mavedb-histogram-control">
         <label class="mavedb-histogram-control-label" for="mavedb-histogram-viz-select">Thresholds: </label>
@@ -117,13 +127,13 @@
 <script lang="ts">
 import axios from 'axios'
 import _ from 'lodash'
-import Accordion from 'primevue/accordion'
-import AccordionTab from 'primevue/accordiontab'
 import Checkbox from 'primevue/checkbox'
 import Dropdown from 'primevue/dropdown'
 import ProgressSpinner from 'primevue/progressspinner'
 import Rating from 'primevue/rating'
-import TabMenu from 'primevue/tabmenu'
+import Tabs from 'primevue/tabs'
+import TabList from 'primevue/tablist'
+import Tab from 'primevue/tab'
 import {defineComponent, PropType} from 'vue'
 
 import useScopedId from '@/composables/scoped-id'
@@ -184,7 +194,7 @@ interface Margins {
 export default defineComponent({
   name: 'ScoreSetHistogram',
 
-  components: {Accordion, AccordionTab, Checkbox, Dropdown, Rating, TabMenu, ProgressSpinner},
+  components: {Checkbox, Dropdown, Rating, Tabs, TabList, Tab, ProgressSpinner},
 
   props: {
     coordinates: {
diff --git a/src/components/screens/VariantScreen.vue b/src/components/screens/VariantScreen.vue
index cf2f39f1..e147fc18 100644
--- a/src/components/screens/VariantScreen.vue
+++ b/src/components/screens/VariantScreen.vue
@@ -1,50 +1,55 @@
 <template>
   <DefaultLayout>
-    <h1 v-if="alleleTitle && variants.length > 1" class="mavedb-variant-title">Variant: {{ alleleTitle }}</h1>
+    <div v-if="alleleTitle && variants.length > 1" class="font-bold text-2xl m-3">Variant: {{ alleleTitle }}</div>
     <ErrorView v-if="variantsStatus == 'Error'" />
     <PageLoading v-else-if="variantsStatus == 'Loading'" />
     <Message v-else-if="variants.length == 0">No variants found in MaveDB</Message>
     <div v-else :class="singleOrMultipleVariantsClassName">
-      <TabView class="mavedb-variants-tabview" :lazy="true">
-        <TabPanel
-          v-for="(variant, variantIndex) in variants"
-          :key="variant.content.urn"
-          v-model:active-index="activeVariantIndex"
-          :header="variant.content.url"
-        >
-          <template #header>
-            <div v-if="variants.length > 1">
-              <div class="mavedb-variants-tabview-header-text" style="color: #000; font-weight: bold">
-                Measurement {{ variantIndex + 1 }}
+      <Tabs :lazy="true" :value="0">
+        <TabList>
+          <Tab v-for="(variant, variantIndex) in variants" :key="variant.content.urn" :value="variantIndex">
+              <div v-if="variants.length > 1" class="h-full">
+                <div class="mavedb-variants-tabview-header-text" style="color: #000; font-weight: bold">
+                  Measurement {{ variantIndex + 1 }}
+                </div>
+                <div
+                  v-if="variant.type == 'nucleotide'"
+                  class="mavedb-variants-tabview-header-text"
+                  style="color: #000; font-weight: bold"
+                >
+                  Assayed at nucleotide level
+                </div>
+                <div
+                  v-else-if="variant.type == 'protein'"
+                  class="mavedb-variants-tabview-header-text"
+                  style="color: #000; font-weight: bold"
+                >
+                  Assayed at protein level
+                </div>
+                <div
+                  v-else-if="variant.type == 'associatedNucleotide'"
+                  class="mavedb-variants-tabview-header-text"
+                  style="color: #000; font-weight: bold"
+                >
+                  Other nucleotide-level variant with equivalent protein effect
+                </div>
+                <div class="mavedb-variants-tabview-header-text">{{ variantName(variant.content) }}</div>
+                <div class="mavedb-variants-tabview-header-text">{{ variant.content.scoreSet.title }}</div>
               </div>
-              <div
-                v-if="variant.type == 'nucleotide'"
-                class="mavedb-variants-tabview-header-text"
-                style="color: #000; font-weight: bold"
-              >
-                Assayed at nucleotide level
-              </div>
-              <div
-                v-else-if="variant.type == 'protein'"
-                class="mavedb-variants-tabview-header-text"
-                style="color: #000; font-weight: bold"
-              >
-                Assayed at protein level
-              </div>
-              <div
-                v-else-if="variant.type == 'associatedNucleotide'"
-                class="mavedb-variants-tabview-header-text"
-                style="color: #000; font-weight: bold"
-              >
-                Other nucleotide-level variant with equivalent protein effect
-              </div>
-              <div class="mavedb-variants-tabview-header-text">{{ variantName(variant.content) }}</div>
-              <div class="mavedb-variants-tabview-header-text">{{ variant.content.scoreSet.title }}</div>
-            </div>
-          </template>
-          <VariantMeasurementView :variant-urn="variant.content.urn" />
-        </TabPanel>
-      </TabView>
+          </Tab>
+        </TabList>
+        <TabPanels>
+          <TabPanel
+            v-for="(variant, variantIndex) in variants"
+            :key="variant.content.urn"
+            v-model:active-index="activeVariantIndex"
+            :header="variant.content.url"
+            :value="variantIndex"
+          >
+            <VariantMeasurementView :variant-urn="variant.content.urn" />
+          </TabPanel>
+        </TabPanels>
+      </Tabs>
     </div>
   </DefaultLayout>
 </template>
@@ -53,8 +58,11 @@
 import axios from 'axios'
 import Button from 'primevue/button'
 import Message from 'primevue/message'
+import Tabs from 'primevue/tabs'
+import TabList from 'primevue/tablist'
+import Tab from 'primevue/tab'
+import TabPanels from 'primevue/tabpanels'
 import TabPanel from 'primevue/tabpanel'
-import TabView from 'primevue/tabview'
 import {defineComponent} from 'vue'
 import {useHead} from '@unhead/vue'
 
@@ -66,7 +74,7 @@ import config from '@/config'
 
 export default defineComponent({
   name: 'VariantMeasurementScreen',
-  components: {Button, DefaultLayout, ErrorView, Message, PageLoading, TabPanel, TabView, VariantMeasurementView},
+  components: {Button, DefaultLayout, ErrorView, Message, PageLoading, Tabs, TabList, Tab, TabPanels, TabPanel, VariantMeasurementView},
 
   props: {
     clingenAlleleId: {
@@ -213,10 +221,6 @@ export default defineComponent({
 .mavedb-single-variant:deep(.p-tabview-nav-container) {
   display: none;
 }
-.mavedb-variant-title {
-  font-weight: bold;
-  font-size: 2em;
-}
 .mavedb-variants-tabview:deep(.p-tabview-panels) {
   background: transparent;
 }

From 18a064ff14bd9659fee491ea186a1fc7a851d9b2 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 15:52:37 -0800
Subject: [PATCH 026/157] Fix formatting/alignment issues on ExperimentView
 page

---
 src/components/screens/ExperimentView.vue | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/src/components/screens/ExperimentView.vue b/src/components/screens/ExperimentView.vue
index 53aa449f..1fc55348 100644
--- a/src/components/screens/ExperimentView.vue
+++ b/src/components/screens/ExperimentView.vue
@@ -34,7 +34,7 @@
         <div v-if="item.creationDate">
           Created {{ formatDate(item.creationDate) }}
           <span v-if="item.createdBy">
-            <a :href="`https://orcid.org/${item.createdBy.orcidId}`" target="blank"
+            <a class="flex items-center gap-1" :href="`https://orcid.org/${item.createdBy.orcidId}`" target="blank"
               ><img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />{{ item.createdBy.firstName }}
               {{ item.createdBy.lastName }}</a
             ></span
@@ -42,8 +42,8 @@
         </div>
         <div v-if="item.modificationDate">
           Last updated {{ formatDate(item.modificationDate) }}
-          <span v-if="item.modifiedBy">
-            <a :href="`https://orcid.org/${item.modifiedBy.orcidId}`" target="blank"
+          <span v-if="item.modifiedBy" class="flex">
+            <a class="flex items-center gap-1" :href="`https://orcid.org/${item.modifiedBy.orcidId}`" target="blank"
               ><img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />{{ item.modifiedBy.firstName }}
               {{ item.modifiedBy.lastName }}</a
             ></span
@@ -54,7 +54,7 @@
           <a
             v-for="contributor in contributors"
             :key="contributor.orcidId"
-            class="mave-contributor"
+            class="mave-contributor flex items-center gap-1"
             :href="`https://orcid.org/${contributor.orcidId}`"
             target="blank"
           >
@@ -74,7 +74,7 @@
 
         <div class="mave-score-set-section-title">Score Sets</div>
         <div v-if="associatedScoreSets.length != 0">
-          <ul>
+          <ul class="list-disc pl-4">
             <li v-for="scoreSet in associatedScoreSets" :key="scoreSet.id">
               <router-link :to="{name: 'scoreSet', params: {urn: scoreSet.urn}}">{{ scoreSet.urn }}</router-link>
             </li>
@@ -96,7 +96,7 @@
         <div class="mave-score-set-section-title">Primary References</div>
         <div v-if="item.primaryPublicationIdentifiers.length > 0">
           <div v-for="publication in item.primaryPublicationIdentifiers" :key="publication">
-            <ul style="list-style-type: square">
+            <ul class="pl-4" style="list-style-type: square">
               <!-- eslint-disable-next-line vue/no-v-html -->
               <li v-html="markdownToHtml(publication.referenceHtml)"></li>
               <div>
@@ -116,7 +116,7 @@
         <div class="mave-score-set-section-title">Secondary References</div>
         <div v-if="item.secondaryPublicationIdentifiers.length > 0">
           <div v-for="publication in item.secondaryPublicationIdentifiers" :key="publication">
-            <ul style="list-style-type: square">
+            <ul class="pl-4" style="list-style-type: square">
               <!-- eslint-disable-next-line vue/no-v-html -->
               <li v-html="markdownToHtml(publication.referenceHtml)"></li>
               <div>

From b9c5a660e5cc5db09eee2beb6d9059746a7ad957 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 16:29:17 -0800
Subject: [PATCH 027/157] Additional style changes to Experiment creator,
 editor, and viewer pages

---
 src/components/screens/ExperimentCreator.vue | 12 ++--
 src/components/screens/ExperimentEditor.vue  | 66 +++++++++++++++-----
 src/components/screens/ExperimentView.vue    |  4 +-
 3 files changed, 62 insertions(+), 20 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index c029aa46..3c46e4c7 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -250,7 +250,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label p-input-filled">
+                      <span class="p-float-label">
                         <AutoComplete
                           :id="scopedId('input-publicationIdentifiers')"                          ref="publicationIdentifiersInput"
                           v-model="publicationIdentifiers"
@@ -1028,11 +1028,15 @@ export default {
     },
 
     removePublicationIdentifier: function (event) {
-      // If we are removing a primary publication identifier, also remove it from that list.
       const removedIdentifier = event.identifier
-      const primaryIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
+      const publicationIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
+      if (publicationIdx != -1) {
+        this.publicationIdentifiers.splice(publicationIdx, 1)
+      }
+      // If we are removing a primary publication identifier, also remove it from that list.
+      const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
       if (primaryIdx != -1) {
-        this.publicationIdentifiers.splice(primaryIdx, 1)
+        this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
       }
     },
 
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index b01c9f11..6d688422 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -80,7 +80,10 @@
                   >
                     <template #chip="slotProps">
                       <div>
-                        <span>{{ slotProps.value.identifier }}</span>
+                          <span>{{ slotProps.value?.identifier }}</span>
+                      </div>
+                      <div>
+                        <i class="pi pi-times-circle" @click="removeDoiIdentifier(slotProps.value)"></i>
                       </div>
                     </template>
                   </Chips>
@@ -100,21 +103,23 @@
                     option-label="identifier"
                     :suggestions="publicationIdentifierSuggestionsList"
                     @complete="searchPublicationIdentifiers"
-                    @item-select="acceptNewPublicationIdentifier"
-                    @item-unselect="removePublicationIdentifier"
                     @keyup.escape="clearPublicationIdentifierSearch"
+                    @option-select="acceptNewPublicationIdentifier"
                   >
                     <template #chip="slotProps">
-                      <div>
-                        <div>{{ slotProps.value.identifier }}</div>
+                      <div class="p-inputchips-chip-item">
+                        {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
+                        <div>
+                          <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value)"></i>
+                        </div>
                       </div>
                     </template>
-                    <template #item="slotProps">
+                    <template #option="slotProps">
                       <div>
-                        <div>Title: {{ slotProps.item.title }}</div>
-                        <div>DOI: {{ slotProps.item.doi }}</div>
-                        <div>Identifier: {{ slotProps.item.identifier }}</div>
-                        <div>Database: {{ slotProps.item.dbName }}</div>
+                        <div>Title: {{ slotProps.option.title }}</div>
+                        <div>DOI: {{ slotProps.option.doi }}</div>
+                        <div>Identifier: {{ slotProps.option.identifier }}</div>
+                        <div>Database: {{ slotProps.option.dbName }}</div>
                       </div>
                     </template>
                   </AutoComplete>
@@ -160,11 +165,14 @@
                     :add-on-blur="true"
                     :allow-duplicate="false"
                     @add="acceptNewRawReadIdentifier"
-                  >
                     @keyup.escape="clearRawReadIdentifierSearch"
+                  >
                     <template #chip="slotProps">
                       <div>
-                        <span>{{ slotProps.value.identifier }}</span>
+                          <span>{{ slotProps.value?.identifier }}</span>
+                      </div>
+                      <div>
+                        <i class="pi pi-times-circle" @click="removeRawReadIdentifier(slotProps.value)"></i>
                       </div>
                     </template>
                   </Chips>
@@ -216,7 +224,7 @@
                     v-model="contributors"
                     :add-on-blur="true"
                     :allow-duplicate="false"
-                    placeholder="Type or paste ORCID IDs here."
+                    :placeholder="contributors.length > 0 ? '' : 'Type or paste ORCID IDs here.'"
                     @add="newContributorsAdded"
                     @keyup.escape="clearContributorSearch"
                   >
@@ -229,6 +237,9 @@
                         </div>
                         <div v-else>{{ slotProps.value.orcidId }}</div>
                       </div>
+                      <div>
+                        <i class="pi pi-times-circle" @click="removeContributor(slotProps.value)"></i>
+                      </div>
                     </template>
                   </Chips>
                   <label :for="scopedId('input-contributors')">Contributors</label>
@@ -802,20 +813,47 @@ export default {
     },
 
     removePublicationIdentifier: function (event) {
+      const removedIdentifier = event.identifier
+      const publicationIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
+      if (publicationIdx != -1) {
+        this.publicationIdentifiers.splice(publicationIdx, 1)
+      }
       // If we are removing a primary publication identifier, also remove it from that list.
-      const removedIdentifier = event.value.identifier
       const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
       if (primaryIdx != -1) {
         this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
       }
     },
 
+    removeContributor: function (contributor) {
+      const index = this.contributors.findIndex(c => c.orcidId === contributor.orcidId)
+      if (index !== -1) {
+        this.contributors.splice(index, 1)
+      }
+    },
+    removeRawReadIdentifier: function (rawReadIdentifier) {
+      const index = this.rawReadIdentifiers.findIndex(r => r.identifier === rawReadIdentifier.identifier)
+      if (index !== -1) {
+        this.rawReadIdentifiers.splice(index, 1)
+      }
+    },
+    removeDoiIdentifier: function (doiIdentifier) {
+      const index = this.doiIdentifiers.findIndex(d => d.identifier === doiIdentifier.identifier)
+      if (index !== -1) {
+        this.doiIdentifiers.splice(index, 1)
+      }
+    },
+
     clearPublicationIdentifierSearch: function () {
       // This could change with a new Primevue version.
       const input = this.$refs.publicationIdentifiersInput
       input.$refs.focusInput.value = ''
     },
 
+    truncatePublicationTitle: function (title) {
+      return title.length > 50 ? title.slice(0, 50) + '...' : title
+    },
+
     searchPublicationIdentifiers: function (event) {
       const searchText = (event.query || '').trim()
       if (searchText.length > 0) {
diff --git a/src/components/screens/ExperimentView.vue b/src/components/screens/ExperimentView.vue
index 1fc55348..662be2d9 100644
--- a/src/components/screens/ExperimentView.vue
+++ b/src/components/screens/ExperimentView.vue
@@ -254,7 +254,7 @@
         <div class="mave-score-set-section-title">External identifier</div>
         <strong>DOI: </strong>
         <div v-if="item.doiIdentifiers.length != 0">
-          <ul style="list-style-type: square">
+          <ul class="pl-4" style="list-style-type: square">
             <li v-for="(doi, i) of item.doiIdentifiers" :key="i">
               <a :href="`${doi.url}`" target="blank">{{ doi.identifier }}</a>
             </li>
@@ -263,7 +263,7 @@
         <template v-else>No associated DOIs<br /></template>
         <strong>Raw reads: </strong>
         <div v-if="item.rawReadIdentifiers.length != 0">
-          <ul style="list-style-type: square">
+          <ul class="pl-4" style="list-style-type: square">
             <li v-for="(read, i) of item.rawReadIdentifiers" :key="i">
               <a :href="`${read.url}`" target="blank">{{ read.identifier }}</a>
             </li>

From 00e6bd93f93e2afee081244ec7519a2d53db9177 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 18:12:42 -0800
Subject: [PATCH 028/157] Add delete buttons for keyword fields on
 ExperimentEditor page

---
 src/components/screens/ExperimentEditor.vue | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 6d688422..92592307 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -324,6 +324,15 @@
                       rounded
                       @click="keywordToggleInput(keyword.key)"
                     />
+                    <Button
+                      aria-label="Delete"
+                      class="keyword-description-button"
+                      :disabled="!keywordKeys[keyword.key]"
+                      icon="pi pi-times"
+                      rounded
+                      severity="danger"
+                      @click="deleteKeyword(keyword.key)"
+                    />
                     &nbsp;<i
                       class="pi pi-info-circle"
                       style="color: green; cursor: pointer"
@@ -1173,6 +1182,12 @@ export default {
       this.keywordTextVisible[field] = !this.keywordTextVisible[field]
     },
 
+    deleteKeyword: function (field) {
+      this.keywordKeys[field] = null
+      this.keywordDescriptions[field] = null
+      this.keywordTextVisible[field] = false
+    },
+
     showDialog: function (index) {
       this.dialogVisible[index] = true
     }

From d6146bfd0c80336a576ea3b5672779e6329562c5 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 12 Dec 2025 19:48:14 -0800
Subject: [PATCH 029/157] ScoreSetCreator cleanup and fixing formatting of
 superseded score set autocomplete component

---
 src/components/screens/ScoreSetCreator.vue | 2388 ++++++++++----------
 1 file changed, 1159 insertions(+), 1229 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 4f3a0cd8..999894f2 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -24,1461 +24,1388 @@
           </StepList>
           <StepPanels>
             <StepPanel v-slot="{ activateCallback }" :value="0">
-              <!-- <template #header="{index, clickCallback}">
-                <button
-                  class="p-stepper-action"
-                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                  role="tab"
-                  @click="clickCallback"
-                >
-                  <span class="p-stepper-number">{{ index + 1 }}</span>
-                  <span class="p-stepper-title">Parent experiment and context</span>
-                </button>
-              </template> -->
-              <!-- <template #content="{nextCallback: showNextWizardStep}"> -->
-                <div class="mavedb-wizard-form">
-                  <div class="mavedb-wizard-form-content-background"></div>
-                  <div v-if="experimentUrn && experiment">
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-experiment')"> Experiment: {{ experimentUrn }} </label>
-                        <div class="mavedb-help-small">
-                          To add a score set to a different experiment, supercede a score set or add a score set to
-                          meta-analysis, please navigate to "New score set". For more on the relationship between score
-                          sets and experiments, see the
-                          <a :href="`${config.appBaseUrl}/docs/mavedb/record_types.html#record-types`" target="_blank"
-                            >documentation</a
-                          >.
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        Experiment title:
-                        <router-link :to="{name: 'experiment', params: {urn: experimentUrn}}">
-                          {{ experiment.title }}
-                        </router-link>
-                      </div>
-                    </div>
-                  </div>
-                  <div v-else>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-superseding-score-set-label')">
-                          Does this score set correct errors in and replace a score set previously published on MaveDB
-                          that you created?
-                        </label>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <InputSwitch
-                          v-model="isSupersedingScoreSet"
-                          :aria-labelledby="scopedId('input-superseding-score-set-label')"
-                        />
-                        <div class="mavedb-switch-value">
-                          {{
-                            isSupersedingScoreSet
-                              ? 'Yes, this supersedes another score set'
-                              : 'No, this does not supersede another score set'
-                          }}
-                        </div>
-                      </div>
-                    </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-is-meta-analysis-label')">Is this score set a meta-analysis?</label>
-                        <div class="mavedb-help-small">
-                          Meta-analyses are score sets derived from data in other score sets that were created by you or
-                          other users. For example:
-                          <ul>
-                            <li>a score set that combines data from two other score sets to produce new scores, or</li>
-                            <li>a score set that adds imputed missing values to the scores in another score set.</li>
-                          </ul>
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <InputSwitch
-                          v-model="isMetaAnalysis"
-                          :aria-labelledby="scopedId('input-is-meta-analysis-label')"
-                        />
-                        <div class="mavedb-switch-value">
-                          {{ isMetaAnalysis ? 'Yes, this is a meta-analysis' : 'No, this is not a meta-analysis' }}
-                        </div>
-                      </div>
-                    </div>
-                    <div v-if="!isSupersedingScoreSet && !isMetaAnalysis" class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        To which experiment does this score set belong?
-                        <div class="mavedb-help-small">
-                          For more on the relationship between score sets and experiments, see the
-                          <a :href="`${config.appBaseUrl}/docs/mavedb/record_types.html#record-types`" target="_blank"
-                            >documentation</a
-                          >.
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <div style="position: relative">
-                          <span class="p-float-label">
-                            <Dropdown
-                              :id="scopedId('input-experiment')"
-                              ref="experimentInput"
-                              v-model="experiment"
-                              filter
-                              option-label="title"
-                              :options="editableExperiments"
-                              style="width: 100%"
-                              :virtual-scroller-options="{itemSize: 50}"
-                              @change="populateExperimentMetadata"
-                            >
-                              <template #option="slotProps">
-                                {{ slotProps.option.urn }}: {{ slotProps.option.title }}
-                              </template>
-                              <template #empty>
-                                <div style="padding: 10px; text-align: center">No experiments found.</div>
-                              </template>
-                            </Dropdown>
-                            <label :for="scopedId('input-experiment')">Experiment</label>
-                          </span>
-                          <span v-if="validationErrors.experiment" class="mave-field-error">{{
-                            validationErrors.experiment
-                          }}</span>
-                        </div>
-                      </div>
-                    </div>
-                    <div v-if="isSupersedingScoreSet" class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        What score set does this supersede?
-                        <div class="mavedb-help-small">
-                          Type the superseded score set's MaveDB URN here and select it from the list.
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <div class="field">
-                          <span class="p-float-label">
-                            <AutoComplete
-                              :id="scopedId('input-supersededScoreSet')"
-                              ref="supersededScoreSetInput"
-                              v-model="supersededScoreSet"
-                              field="title"
-                              :force-selection="true"
-                              :suggestions="supersededScoreSetSuggestionsList"
-                              @change="populateSupersededScoreSetMetadata"
-                              @complete="searchSupersededScoreSets"
-                            >
-                              <template #item="slotProps">
-                                {{ slotProps.item.urn }}: {{ slotProps.item.title }}
-                              </template>
-                            </AutoComplete>
-                            <label :for="scopedId('input-supersededScoreSet')">Supersedes</label>
-                          </span>
-                          <span v-if="validationErrors.supersededScoreSetUrn" class="mave-field-error">{{
-                            validationErrors.supersededScoreSetUrn
-                          }}</span>
-                        </div>
-                      </div>
-                    </div>
-                    <div v-if="isMetaAnalysis" class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        What score set(s) does this score set analyze?
-                        <div class="mavedb-help-small">
-                          Type a score set's MaveDB URN here and select it from the list. You may choose more than one
-                          score set.
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <div class="field">
-                          <span class="p-float-label">
-                            <AutoComplete
-                              :id="scopedId('input-metaAnalyzesScoreSets')"
-                              ref="metaAnalyzesScoreSetsInput"
-                              v-model="metaAnalyzesScoreSets"
-                              field="title"
-                              :force-selection="true"
-                              :multiple="true"
-                              :suggestions="metaAnalyzesScoreSetSuggestionsList"
-                              @complete="searchMetaAnalyzesScoreSets"
-                            >
-                              <template #item="slotProps">
-                                {{ slotProps.item.urn }}: {{ slotProps.item.title }}
-                              </template>
-                            </AutoComplete>
-                            <label :for="scopedId('input-metaAnalyzesScoreSets')">Meta-analysis for</label>
-                          </span>
-                          <span v-if="validationErrors.metaAnalyzesScoreSetUrns" class="mave-field-error">{{
-                            validationErrors.metaAnalyzesScoreSetUrns
-                          }}</span>
-                        </div>
-                      </div>
-                    </div>
-                  </div>
-                </div>
-                <div class="mavedb-wizard-step-controls-row">
-                  <div class="flex justify-content-end mavedb-wizard-step-controls pt-4">
-                    <Button
-                      :disabled="maxWizardStepValidated < activeWizardStep"
-                      icon="pi pi-arrow-right"
-                      icon-pos="right"
-                      label="Next"
-                      @click="showNextWizardStepIfValid(activateCallback)"
-                    />
-                  </div>
-                </div>
-              <!-- </template> -->
-            </StepPanel>
-            <StepPanel v-slot="{ activateCallback }" :value="1" >
-              <!-- <template #header="{index, clickCallback}">
-                <button
-                  class="p-stepper-action"
-                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                  role="tab"
-                  @click="clickCallback"
-                >
-                  <span class="p-stepper-number">{{ index + 1 }}</span>
-                  <span class="p-stepper-title">Score set information</span>
-                </button>
-              </template> -->
-              <!-- <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}"> -->
-                <div class="mavedb-wizard-form">
-                  <div class="mavedb-wizard-form-content-background"></div>
-                  <div v-if="experiment" class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-content-pane">
-                      <Message closable severity="info">
-                        Some fields were autopopulated based on the selected experiment and should be inspected to ensure
-                        they are still relevant to this score set.
-                      </Message>
-                    </div>
-                  </div>
+              <div class="mavedb-wizard-form">
+                <div class="mavedb-wizard-form-content-background"></div>
+                <div v-if="experimentUrn && experiment">
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label
-                        >A short title for the score set, to be displayed at the top of the score set's own page.</label
-                      >
+                      <label :id="scopedId('input-experiment')"> Experiment: {{ experimentUrn }} </label>
                       <div class="mavedb-help-small">
-                        Examples: CBS low-B6 imputed and refined, NUDT15 protein stability assay, Arrestin-1 binding,
-                        SpCas9 positive selection
+                        To add a score set to a different experiment, supercede a score set or add a score set to
+                        meta-analysis, please navigate to "New score set". For more on the relationship between score
+                        sets and experiments, see the
+                        <a :href="`${config.appBaseUrl}/docs/mavedb/record_types.html#record-types`" target="_blank"
+                          >documentation</a
+                        >.
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
-                        <InputText :id="scopedId('input-title')" v-model="title" />
-                        <label :for="scopedId('input-title')">Title</label>
-                      </span>
-                      <span v-if="validationErrors.title" class="mave-field-error">{{ validationErrors.title }}</span>
+                    <div class="mavedb-wizard-content">
+                      Experiment title:
+                      <router-link :to="{name: 'experiment', params: {urn: experimentUrn}}">
+                        {{ experiment.title }}
+                      </router-link>
                     </div>
                   </div>
+                </div>
+                <div v-else>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label>
-                        A high-level description of the score set in one or two sentences, to be displayed in search
-                        results.
+                      <label :id="scopedId('input-superseding-score-set-label')">
+                        Does this score set correct errors in and replace a score set previously published on MaveDB
+                        that you created?
                       </label>
-                      <div class="mavedb-help-small">
-                        Example: A Deep Mutational Scan of the human cystathionine-beta-synthase (CBS) using functional
-                        complementation in yeast via DMS-TileSeq at low levels of Vitamin B6.
-                      </div>
-                    </div>
-                    <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
-                        <Textarea :id="scopedId('input-shortDescription')" v-model="shortDescription" rows="4" />
-                        <label :for="scopedId('input-shortDescription')">Short description</label>
-                      </span>
-                      <span v-if="validationErrors.shortDescription" class="mave-field-error">{{
-                        validationErrors.shortDescription
-                      }}</span>
                     </div>
-                  </div>
-                  <div class="mavedb-wizard-row">
-                    <div class="mavedb-wizard-help">
-                      <label> The motivation for and approach of the score set. </label>
-                      <div class="mavedb-help-small">
-                        May be formatted using
-                        <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. It is
-                        common for a score set to have the same abstract text as the experiment that it belongs to. The
-                        focus should be on the MAVE data, rather than the full research contribution, so use your
-                        judgement when deciding what details are relevant.
+                    <div class="mavedb-wizard-content">
+                      <InputSwitch
+                        v-model="isSupersedingScoreSet"
+                        :aria-labelledby="scopedId('input-superseding-score-set-label')"
+                      />
+                      <div class="mavedb-switch-value">
+                        {{
+                          isSupersedingScoreSet
+                            ? 'Yes, this supersedes another score set'
+                            : 'No, this does not supersede another score set'
+                        }}
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content field">
-                      <Tabs value="0">
-                        <TabList>
-                          <Tab value="0">Edit</Tab>
-                          <Tab value="1">Preview</Tab>
-                        </TabList>
-                        <TabPanels>
-                          <TabPanel header="Edit" value="0">
-                            <span class="p-float-label">
-                              <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="10" />
-                              <label :for="scopedId('input-abstractText')">Abstract</label>
-                            </span>
-                          </TabPanel>
-                          <TabPanel header="Preview" value="1">
-                            <!-- eslint-disable-next-line vue/no-v-html -->
-                            <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(abstractText)"></div>
-                          </TabPanel>
-                        </TabPanels>
-                      </Tabs>
-                      <span v-if="validationErrors.abstractText" class="mave-field-error">{{
-                        validationErrors.abstractText
-                      }}</span>
-                    </div>
                   </div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label>
-                        A condensed description of the data analysis, starting from raw sequence data, suitable for a
-                        specialist audience of MAVE researchers.
-                      </label>
+                      <label :id="scopedId('input-is-meta-analysis-label')">Is this score set a meta-analysis?</label>
                       <div class="mavedb-help-small">
-                        May be formatted using
-                        <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. Should
-                        include:
+                        Meta-analyses are score sets derived from data in other score sets that were created by you or
+                        other users. For example:
                         <ul>
-                          <template v-if="isMetaAnalysis">
-                            <li>
-                              a description of how the scores in this score set were generated from the data in the
-                              analyzed score sets, and
-                            </li>
-                          </template>
-                          <template v-else>
-                            <li>
-                              a description of how scores were generated from raw data, including any normalization,
-                            </li>
-                            <li>the sequence read filtering approach used,</li>
-                            <li>details of how replicates were combined (if applicable), and</li>
-                          </template>
-                          <li>
-                            a description of any additional data columns included in the score and count tables, including
-                            column naming conventions.
-                          </li>
+                          <li>a score set that combines data from two other score sets to produce new scores, or</li>
+                          <li>a score set that adds imputed missing values to the scores in another score set.</li>
                         </ul>
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content field">
-                      <TabView>
-                        <TabPanel header="Edit">
-                          <span class="p-float-label">
-                            <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
-                            <label :for="scopedId('input-methodText')">Methods</label>
-                          </span>
-                        </TabPanel>
-                        <TabPanel header="Preview">
-                          <!-- eslint-disable-next-line vue/no-v-html -->
-                          <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(methodText)"></div>
-                        </TabPanel>
-                      </TabView>
-                      <span v-if="validationErrors.methodText" class="mave-field-error">{{
-                        validationErrors.methodText
-                      }}</span>
-                    </div>
-                  </div>
-                  <div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label>
-                          The license under which the data in the score set is made available to the public.
-                        </label>
-                        <div class="mavedb-help-small">
-                          For more on data licensing in MaveDB, see the
-                          <a :href="`${config.appBaseUrl}/docs/mavedb/data_licensing.html#data-licensing`" target="_blank"
-                            >documentation</a
-                          >.
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content field">
-                        <span class="p-float-label">
-                          <Dropdown
-                            :id="scopedId('input-targetLicenseId')"
-                            v-model="licenseId"
-                            option-label="longName"
-                            option-value="id"
-                            :options="licenses"
-                            style="min-width: 500px"
-                          />
-                          <label :for="scopedId('input-targetLicenseId')">License</label>
-                        </span>
-                        <Message
-                          v-if="licenseId && licenses && licenses.find((l) => l.id == licenseId)?.shortName != 'CC0'"
-                          closable
-                          severity="warn"
-                        >
-                          Choosing a license with these restrictions may cause your score set to be excluded from data
-                          federation and aggregation by MaveDB collaborators.
-                        </Message>
-                      </div>
-                    </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        Would you like to define any additional restrictions governing the usage of data within this score
-                        set?
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <InputSwitch
-                          v-model="hasCustomUsagePolicy"
-                          :aria-labelledby="scopedId('input-has-custom-usage-policy')"
-                        />
-                        <div class="mavedb-switch-value">
-                          {{
-                            hasCustomUsagePolicy
-                              ? 'Yes, I would like to define additional usage guidelines'
-                              : 'No, I do not need to define additional usage guidenlines'
-                          }}
-                        </div>
+                    <div class="mavedb-wizard-content">
+                      <InputSwitch
+                        v-model="isMetaAnalysis"
+                        :aria-labelledby="scopedId('input-is-meta-analysis-label')"
+                      />
+                      <div class="mavedb-switch-value">
+                        {{ isMetaAnalysis ? 'Yes, this is a meta-analysis' : 'No, this is not a meta-analysis' }}
                       </div>
                     </div>
-                    <div v-if="hasCustomUsagePolicy" class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label> Any additional guidelines governing the usage of the data in this score set. </label>
-                        <div class="mavedb-help-small">
-                          This may assert, for example, the original author's right to publish the data first.
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content field">
-                        <span class="p-float-label">
-                          <Textarea :id="scopedId('input-dataUsagePolicy')" v-model="dataUsagePolicy" rows="4" />
-                          <label :for="scopedId('input-dataUsagePolicy')">Data usage guidelines</label>
-                        </span>
-                        <span v-if="validationErrors.dataUsagePolicy" class="mave-field-error">{{
-                          validationErrors.dataUsagePolicy
-                        }}</span>
+                  </div>
+                  <div v-if="!isSupersedingScoreSet && !isMetaAnalysis" class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      To which experiment does this score set belong?
+                      <div class="mavedb-help-small">
+                        For more on the relationship between score sets and experiments, see the
+                        <a :href="`${config.appBaseUrl}/docs/mavedb/record_types.html#record-types`" target="_blank"
+                          >documentation</a
+                        >.
                       </div>
                     </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label>
-                          Contributors who may edit this score set. Enter each contributor's
-                          <a href="https://orcid.org" target="_blank">ORCID</a> ID and confirm their name.
-                        </label>
-                        <div class="mavedb-help-small">Examples: 1111-1111-1111-1111</div>
-                      </div>
-                      <div class="mavedb-wizard-content field">
+                    <div class="mavedb-wizard-content">
+                      <div style="position: relative">
                         <span class="p-float-label">
-                          <Chips
-                            :id="scopedId('input-contributors')"
-                            ref="contributorsInput"
-                            v-model="contributors"
-                            :add-on-blur="true"
-                            :allow-duplicate="false"
-                            placeholder="Type or paste ORCID IDs here."
-                            @add="newContributorsAdded"
-                            @keyup.escape="clearContributorSearch"
+                          <Dropdown
+                            :id="scopedId('input-experiment')"
+                            ref="experimentInput"
+                            v-model="experiment"
+                            filter
+                            option-label="title"
+                            :options="editableExperiments"
+                            style="width: 100%"
+                            :virtual-scroller-options="{itemSize: 50}"
+                            @change="populateExperimentMetadata"
                           >
-                            <template #chip="slotProps">
-                              <div>
-                                <div v-if="slotProps.value.givenName || slotProps.value.familyName">
-                                  {{ slotProps.value.givenName }} {{ slotProps.value.familyName }} ({{
-                                    slotProps.value.orcidId
-                                  }})
-                                </div>
-                                <div v-else>{{ slotProps.value.orcidId }}</div>
-                              </div>
+                            <template #option="slotProps">
+                              {{ slotProps.option.urn }}: {{ slotProps.option.title }}
+                            </template>
+                            <template #empty>
+                              <div style="padding: 10px; text-align: center">No experiments found.</div>
                             </template>
-                          </Chips>
-                          <label :for="scopedId('input-contributors')">Contributors</label>
+                          </Dropdown>
+                          <label :for="scopedId('input-experiment')">Experiment</label>
                         </span>
-                        <span v-if="validationErrors.contributors" class="mave-field-error">{{
-                          validationErrors.contributors
+                        <span v-if="validationErrors.experiment" class="mave-field-error">{{
+                          validationErrors.experiment
                         }}</span>
                       </div>
                     </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-doiIdentifiers')">
-                          The DOIs of any digital resources associated with the score set.
-                        </label>
-                        <div class="mavedb-help-small">
-                          Please note: If you would like to associate publications with this score set via their DOI,
-                          please do not do so here. Instead, use the publication identifiers field below.
-                        </div>
+                  </div>
+                  <div v-if="isSupersedingScoreSet" class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      What score set does this supersede?
+                      <div class="mavedb-help-small">
+                        Type the superseded score set's MaveDB URN here and select it from the list.
                       </div>
-                      <div class="mavedb-wizard-content field">
+                    </div>
+                    <div class="mavedb-wizard-content">
+                      <div class="field">
                         <span class="p-float-label">
-                          <Chips
-                            :id="scopedId('input-doiIdentifiers')"
-                            v-model="doiIdentifiers"
-                            :add-on-blur="true"
-                            :allow-duplicate="false"
-                            @add="acceptNewDoiIdentifier"
+                          <AutoComplete
+                            :id="scopedId('input-supersededScoreSet')"
+                            ref="supersededScoreSetInput"
+                            v-model="supersededScoreSet"
+                            field="title"
+                            :force-selection="true"
+                            :loading="supersededScoreSetSuggestionsLoading"
+                            option-label="title"
+                            :suggestions="supersededScoreSetSuggestionsList"
+                            @change="populateSupersededScoreSetMetadata"
+                            @complete="searchSupersededScoreSets"
+                            @option-select="populateSupersededScoreSetMetadata"
                           >
-                            <template #chip="slotProps">
-                              <div>
-                                <div>{{ slotProps.value.identifier }}</div>
+                            <template #option="slotProps">
+                              <div v-if="slotProps.option.urn && slotProps.option.title">
+                                {{ slotProps.option.urn }}: {{ slotProps.option.title }}
                               </div>
                             </template>
-                          </Chips>
-                          <label :for="scopedId('input-doiIdentifiers')">DOI identifiers</label>
+                          </AutoComplete>
+                          <label :for="scopedId('input-supersededScoreSet')">Supersedes</label>
                         </span>
-                        <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
-                          validationErrors.doiIdentifiers
+                        <span v-if="validationErrors.supersededScoreSetUrn" class="mave-field-error">{{
+                          validationErrors.supersededScoreSetUrn
                         }}</span>
                       </div>
                     </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label>
-                          Any publications associated with the score set. You can search for publications to add by DOI,
-                          PubMed ID, bioRxiv ID, or medRxiv ID.
-                        </label>
-                        <div class="mavedb-help-small">
-                          Example searches: https://doi.org/10.1038/s41467-023-43041-4 (DOI as link),
-                          10.1038/s41467-023-43041-4 (DOI), 38057330 (a Pubmed ID), 2022.06.10.22276179 (a bioRxiv or
-                          medRxiv ID)
-                        </div>
+                  </div>
+                  <div v-if="isMetaAnalysis" class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      What score set(s) does this score set analyze?
+                      <div class="mavedb-help-small">
+                        Type a score set's MaveDB URN here and select it from the list. You may choose more than one
+                        score set.
                       </div>
-                      <div class="mavedb-wizard-content field">
+                    </div>
+                    <div class="mavedb-wizard-content">
+                      <div class="field">
                         <span class="p-float-label">
                           <AutoComplete
-                            :id="scopedId('input-publicationIdentifiers')"
-                            ref="publicationIdentifiersInput"
-                            v-model="publicationIdentifiers"
+                            :id="scopedId('input-metaAnalyzesScoreSets')"
+                            ref="metaAnalyzesScoreSetsInput"
+                            v-model="metaAnalyzesScoreSets"
+                            field="title"
+                            :force-selection="true"
                             :multiple="true"
-                            option-label="identifier"
-                            :suggestions="publicationIdentifierSuggestionsList"
-                            @complete="searchPublicationIdentifiers"
-                            @item-select="acceptNewPublicationIdentifier"
-                            @item-unselect="removePublicationIdentifier"
-                            @keyup.escape="clearPublicationIdentifierSearch"
+                            :suggestions="metaAnalyzesScoreSetSuggestionsList"
+                            @complete="searchMetaAnalyzesScoreSets"
                           >
-                            <template #chip="slotProps">
-                              <div>
-                                <div>
-                                  {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                                </div>
-                              </div>
-                            </template>
                             <template #item="slotProps">
-                              <div>
-                                <div>Title: {{ slotProps.item.title }}</div>
-                                <div>DOI: {{ slotProps.item.doi }}</div>
-                                <div>Identifier: {{ slotProps.item.identifier }}</div>
-                                <div>Database: {{ slotProps.item.dbName }}</div>
-                              </div>
+                              {{ slotProps.item.urn }}: {{ slotProps.item.title }}
                             </template>
                           </AutoComplete>
-                          <label :for="scopedId('input-publicationIdentifiers')">Publication identifiers</label>
+                          <label :for="scopedId('input-metaAnalyzesScoreSets')">Meta-analysis for</label>
                         </span>
-                        <span v-if="validationErrors.publicationIdentifiers" class="mave-field-error">{{
-                          validationErrors.publicationIdentifiers
+                        <span v-if="validationErrors.metaAnalyzesScoreSetUrns" class="mave-field-error">{{
+                          validationErrors.metaAnalyzesScoreSetUrns
                         }}</span>
                       </div>
                     </div>
-                    <div v-if="publicationIdentifiers.length > 1" class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label> Of the above publications, the primary publication that describes the score set. </label>
-                      </div>
-                      <div class="mavedb-wizard-content field">
-                        <span class="p-float-label">
-                          <Multiselect
-                            :id="scopedId('input-primaryPublicationIdentifiers')"
-                            ref="primaryPublicationIdentifiersInput"
-                            v-model="primaryPublicationIdentifiers"
-                            option-label="identifier"
-                            :options="publicationIdentifiers"
-                            placeholder="Select a primary publication (Where the dataset is described)"
-                            :selection-limit="1"
-                            style="width: 100%"
-                          >
-                            <template #option="slotProps">
-                              <div class="field">
-                                <div>Title: {{ slotProps.option.title }}</div>
-                                <div>DOI: {{ slotProps.option.doi }}</div>
-                                <div>Identifier: {{ slotProps.option.identifier }}</div>
-                                <div>Database: {{ slotProps.option.dbName }}</div>
-                              </div>
-                            </template>
-                          </Multiselect>
-                          <label :for="scopedId('input-primaryPublicationIdentifiers')">Primary publication</label>
-                        </span>
-                        <span v-if="validationErrors.primaryPublicationIdentifiers" class="mave-field-error">{{
-                          validationErrors.primaryPublicationIdentifiers
-                        }}</span>
-                      </div>
+                  </div>
+                </div>
+              </div>
+              <div class="mavedb-wizard-step-controls-row">
+                <div class="flex justify-content-end mavedb-wizard-step-controls pt-4">
+                  <Button
+                    :disabled="maxWizardStepValidated < activeWizardStep"
+                    icon="pi pi-arrow-right"
+                    icon-pos="right"
+                    label="Next"
+                    @click="showNextWizardStepIfValid(activateCallback)"
+                  />
+                </div>
+              </div>
+            </StepPanel>
+            <StepPanel v-slot="{ activateCallback }" :value="1" >
+              <div class="mavedb-wizard-form">
+                <div class="mavedb-wizard-form-content-background"></div>
+                <div v-if="experiment" class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-content-pane">
+                    <Message closable severity="info">
+                      Some fields were autopopulated based on the selected experiment and should be inspected to ensure
+                      they are still relevant to this score set.
+                    </Message>
+                  </div>
+                </div>
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label
+                      >A short title for the score set, to be displayed at the top of the score set's own page.</label
+                    >
+                    <div class="mavedb-help-small">
+                      Examples: CBS low-B6 imputed and refined, NUDT15 protein stability assay, Arrestin-1 binding,
+                      SpCas9 positive selection
                     </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label> Any additional metadata about the score set, as a JSON file. </label>
-                      </div>
-                      <div class="mavedb-wizard-content field">
-                        <span class="p-float-label">
-                          <FileUpload
-                            :id="scopedId('input-extraMetadataFile')"
-                            accept="application/json"
-                            :auto="false"
-                            choose-label="Extra metadata"
-                            :class="inputClasses.extraMetadataFile"
-                            :custom-upload="true"
-                            :file-limit="1"
-                            :show-cancel-button="false"
-                            :show-upload-button="false"
-                            @remove="fileCleared('extraMetadataFile')"
-                            @select="fileSelected('extraMetadataFile', $event)"
-                          >
-                            <template #empty>
-                              <p>Upload a JSON file here.</p>
-                            </template>
-                          </FileUpload>
-                        </span>
-                        <span v-if="validationErrors.extraMetadata" class="mave-field-error">{{
-                          validationErrors.extraMetadata
-                        }}</span>
-                      </div>
+                  </div>
+                  <div class="mavedb-wizard-content field">
+                    <span class="p-float-label">
+                      <InputText :id="scopedId('input-title')" v-model="title" />
+                      <label :for="scopedId('input-title')">Title</label>
+                    </span>
+                    <span v-if="validationErrors.title" class="mave-field-error">{{ validationErrors.title }}</span>
+                  </div>
+                </div>
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label>
+                      A high-level description of the score set in one or two sentences, to be displayed in search
+                      results.
+                    </label>
+                    <div class="mavedb-help-small">
+                      Example: A Deep Mutational Scan of the human cystathionine-beta-synthase (CBS) using functional
+                      complementation in yeast via DMS-TileSeq at low levels of Vitamin B6.
                     </div>
                   </div>
+                  <div class="mavedb-wizard-content field">
+                    <span class="p-float-label">
+                      <Textarea :id="scopedId('input-shortDescription')" v-model="shortDescription" rows="4" />
+                      <label :for="scopedId('input-shortDescription')">Short description</label>
+                    </span>
+                    <span v-if="validationErrors.shortDescription" class="mave-field-error">{{
+                      validationErrors.shortDescription
+                    }}</span>
+                  </div>
                 </div>
-                <div class="mavedb-wizard-step-controls-row">
-                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
-                    <Button
-                      :disabled="maxWizardStepValidated < activeWizardStep"
-                      icon="pi pi-arrow-right"
-                      icon-pos="right"
-                      label="Next"
-                      @click="showNextWizardStepIfValid(activateCallback)"
-                    />
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label> The motivation for and approach of the score set. </label>
+                    <div class="mavedb-help-small">
+                      May be formatted using
+                      <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. It is
+                      common for a score set to have the same abstract text as the experiment that it belongs to. The
+                      focus should be on the MAVE data, rather than the full research contribution, so use your
+                      judgement when deciding what details are relevant.
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-content field">
+                    <Tabs value="0">
+                      <TabList>
+                        <Tab value="0">Edit</Tab>
+                        <Tab value="1">Preview</Tab>
+                      </TabList>
+                      <TabPanels>
+                        <TabPanel header="Edit" value="0">
+                          <span class="p-float-label">
+                            <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="10" />
+                            <label :for="scopedId('input-abstractText')">Abstract</label>
+                          </span>
+                        </TabPanel>
+                        <TabPanel header="Preview" value="1">
+                          <!-- eslint-disable-next-line vue/no-v-html -->
+                          <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(abstractText)"></div>
+                        </TabPanel>
+                      </TabPanels>
+                    </Tabs>
+                    <span v-if="validationErrors.abstractText" class="mave-field-error">{{
+                      validationErrors.abstractText
+                    }}</span>
                   </div>
                 </div>
-              <!-- </template> -->
-            </StepPanel>
-
-            <StepPanel v-slot="{ activateCallback }" :value="2" >
-              <!-- <template #header="{index, clickCallback}">
-                <button
-                  class="p-stepper-action"
-                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                  role="tab"
-                  @click="clickCallback"
-                >
-                  <span class="p-stepper-number">{{ index + 1 }}</span>
-                  <span class="p-stepper-title">Targets</span>
-                </button>
-              </template> -->
-              <!-- <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}"> -->
-                <div class="mavedb-wizard-form">
-                  <div class="mavedb-wizard-form-content-background"></div>
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label>
+                      A condensed description of the data analysis, starting from raw sequence data, suitable for a
+                      specialist audience of MAVE researchers.
+                    </label>
+                    <div class="mavedb-help-small">
+                      May be formatted using
+                      <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. Should
+                      include:
+                      <ul>
+                        <template v-if="isMetaAnalysis">
+                          <li>
+                            a description of how the scores in this score set were generated from the data in the
+                            analyzed score sets, and
+                          </li>
+                        </template>
+                        <template v-else>
+                          <li>
+                            a description of how scores were generated from raw data, including any normalization,
+                          </li>
+                          <li>the sequence read filtering approach used,</li>
+                          <li>details of how replicates were combined (if applicable), and</li>
+                        </template>
+                        <li>
+                          a description of any additional data columns included in the score and count tables, including
+                          column naming conventions.
+                        </li>
+                      </ul>
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-content field">
+                    <TabView>
+                      <TabPanel header="Edit">
+                        <span class="p-float-label">
+                          <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
+                          <label :for="scopedId('input-methodText')">Methods</label>
+                        </span>
+                      </TabPanel>
+                      <TabPanel header="Preview">
+                        <!-- eslint-disable-next-line vue/no-v-html -->
+                        <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(methodText)"></div>
+                      </TabPanel>
+                    </TabView>
+                    <span v-if="validationErrors.methodText" class="mave-field-error">{{
+                      validationErrors.methodText
+                    }}</span>
+                  </div>
+                </div>
+                <div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-scoreSetIsSequenceBasedLabel')"
-                        >Will you be uploading the target sequences used for your assay?</label
-                      >
+                      <label>
+                        The license under which the data in the score set is made available to the public.
+                      </label>
                       <div class="mavedb-help-small">
-                        The target sequence is the sequence that was mutagenized to create the variant library, such as in
-                        a cDNA-based deep mutational scan. If your variants were generated by editing the genome directly
-                        (e.g., using saturation genome editing or base editing), you should provide an Ensembl or RefSeq
-                        accession instead of uploading the target locus sequence as your own target.
+                        For more on data licensing in MaveDB, see the
+                        <a :href="`${config.appBaseUrl}/docs/mavedb/data_licensing.html#data-licensing`" target="_blank"
+                          >documentation</a
+                        >.
                       </div>
                     </div>
+                    <div class="mavedb-wizard-content field">
+                      <span class="p-float-label">
+                        <Dropdown
+                          :id="scopedId('input-targetLicenseId')"
+                          v-model="licenseId"
+                          option-label="longName"
+                          option-value="id"
+                          :options="licenses"
+                          style="min-width: 500px"
+                        />
+                        <label :for="scopedId('input-targetLicenseId')">License</label>
+                      </span>
+                      <Message
+                        v-if="licenseId && licenses && licenses.find((l) => l.id == licenseId)?.shortName != 'CC0'"
+                        closable
+                        severity="warn"
+                      >
+                        Choosing a license with these restrictions may cause your score set to be excluded from data
+                        federation and aggregation by MaveDB collaborators.
+                      </Message>
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      Would you like to define any additional restrictions governing the usage of data within this score
+                      set?
+                    </div>
                     <div class="mavedb-wizard-content">
                       <InputSwitch
-                        v-model="isTargetSequence"
-                        :aria-labelledby="scopedId('input-scoreSetIsSequenceBasedLabel')"
+                        v-model="hasCustomUsagePolicy"
+                        :aria-labelledby="scopedId('input-has-custom-usage-policy')"
                       />
                       <div class="mavedb-switch-value">
                         {{
-                          isTargetSequence
-                            ? 'Yes, variants are described relative to a target sequence.'
-                            : 'No, variants are described relative to a RefSeq or Ensembl accession (either a transcript or chromosome).'
+                          hasCustomUsagePolicy
+                            ? 'Yes, I would like to define additional usage guidelines'
+                            : 'No, I do not need to define additional usage guidenlines'
                         }}
                       </div>
                     </div>
                   </div>
-
-                  <div v-if="!isTargetSequence" class="mavedb-wizard-row">
+                  <div v-if="hasCustomUsagePolicy" class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-isBaseEditorData')"
-                        >Does this score set reperesent base editor data?</label
-                      >
+                      <label> Any additional guidelines governing the usage of the data in this score set. </label>
                       <div class="mavedb-help-small">
-                        Base editor data is a type of functional assay that is similar in many respects to MAVE data. When
-                        uploading base editor data, you must also include a 'guide_sequence' column in your uploaded
-                        scores (and counts) file(s).
+                        This may assert, for example, the original author's right to publish the data first.
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content">
-                      <InputSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
-                      <div class="mavedb-switch-value">
-                        {{
-                          isBaseEditor
-                            ? 'Yes, this score set represents base editor data.'
-                            : 'No, this score set does not represent base editor data.'
-                        }}
-                      </div>
+                    <div class="mavedb-wizard-content field">
+                      <span class="p-float-label">
+                        <Textarea :id="scopedId('input-dataUsagePolicy')" v-model="dataUsagePolicy" rows="4" />
+                        <label :for="scopedId('input-dataUsagePolicy')">Data usage guidelines</label>
+                      </span>
+                      <span v-if="validationErrors.dataUsagePolicy" class="mave-field-error">{{
+                        validationErrors.dataUsagePolicy
+                      }}</span>
                     </div>
                   </div>
-
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-scoreSetHasMultipleTargetsLabel')"
-                        >Does this score set describe variants with respect to more than one target?</label
-                      >
-                      <div class="mavedb-help-small">
-                        Some experiments might describe variants against two or more distinct target sequences. If this is
-                        the case, your variants will need to be described explicitly from the target they came from.
-                      </div>
+                      <label>
+                        Contributors who may edit this score set. Enter each contributor's
+                        <a href="https://orcid.org" target="_blank">ORCID</a> ID and confirm their name.
+                      </label>
+                      <div class="mavedb-help-small">Examples: 1111-1111-1111-1111</div>
                     </div>
-                    <div class="mavedb-wizard-content">
-                      <InputSwitch
-                        v-model="isMultiTarget"
-                        :aria-labelledby="scopedId('input-scoreSetHasMultipleTargetsLabel')"
-                      />
-                      <div class="mavedb-switch-value">
-                        {{
-                          isMultiTarget
-                            ? 'Yes, variants are described relative to multiple target sequences.'
-                            : 'No, variants are described relative to a single target sequence.'
-                        }}
-                      </div>
+                    <div class="mavedb-wizard-content field">
+                      <span class="p-float-label">
+                        <Chips
+                          :id="scopedId('input-contributors')"
+                          ref="contributorsInput"
+                          v-model="contributors"
+                          :add-on-blur="true"
+                          :allow-duplicate="false"
+                          placeholder="Type or paste ORCID IDs here."
+                          @add="newContributorsAdded"
+                          @keyup.escape="clearContributorSearch"
+                        >
+                          <template #chip="slotProps">
+                            <div>
+                              <div v-if="slotProps.value.givenName || slotProps.value.familyName">
+                                {{ slotProps.value.givenName }} {{ slotProps.value.familyName }} ({{
+                                  slotProps.value.orcidId
+                                }})
+                              </div>
+                              <div v-else>{{ slotProps.value.orcidId }}</div>
+                            </div>
+                          </template>
+                        </Chips>
+                        <label :for="scopedId('input-contributors')">Contributors</label>
+                      </span>
+                      <span v-if="validationErrors.contributors" class="mave-field-error">{{
+                        validationErrors.contributors
+                      }}</span>
                     </div>
                   </div>
-
-                  <div v-if="isMultiTarget" class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label>How many targets will be included with this score set?</label>
+                      <label :id="scopedId('input-doiIdentifiers')">
+                        The DOIs of any digital resources associated with the score set.
+                      </label>
+                      <div class="mavedb-help-small">
+                        Please note: If you would like to associate publications with this score set via their DOI,
+                        please do not do so here. Instead, use the publication identifiers field below.
+                      </div>
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <InputNumber
-                          :id="scopedId(`input-numTargets`)"
-                          v-model="numTargets"
-                          button-layout="stacked"
-                          :min="isMultiTarget ? 2 : 1"
-                          show-buttons
-                          suffix=" targets"
-                        />
-                        <label :for="scopedId(`input-numTargets`)">Targets</label>
+                        <Chips
+                          :id="scopedId('input-doiIdentifiers')"
+                          v-model="doiIdentifiers"
+                          :add-on-blur="true"
+                          :allow-duplicate="false"
+                          @add="acceptNewDoiIdentifier"
+                        >
+                          <template #chip="slotProps">
+                            <div>
+                              <div>{{ slotProps.value.identifier }}</div>
+                            </div>
+                          </template>
+                        </Chips>
+                        <label :for="scopedId('input-doiIdentifiers')">DOI identifiers</label>
                       </span>
+                      <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
+                        validationErrors.doiIdentifiers
+                      }}</span>
                     </div>
                   </div>
-                </div>
-                <div class="mavedb-wizard-step-controls-row">
-                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
-                    <Button
-                      :disabled="maxWizardStepValidated < activeWizardStep"
-                      icon="pi pi-arrow-right"
-                      icon-pos="right"
-                      label="Next"
-                      @click="showNextWizardStepIfValid(activateCallback)"
-                    />
-                  </div>
-                </div>
-              <!-- </template> -->
-            </StepPanel>
-            <StepPanel v-slot="{ activateCallback }" v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 3">
-              <!-- <template #header="{index, clickCallback}">
-                <button
-                  class="p-stepper-action"
-                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                  role="tab"
-                  @click="clickCallback"
-                >
-                  <span class="p-stepper-number">{{ index + 1 }}</span>
-                  <span class="p-stepper-title">Target {{ targetNum }}</span>
-                </button>
-              </template> -->
-              <!-- <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}"> -->
-                <div class="mavedb-wizard-form">
-                  <div class="mavedb-wizard-form-content-background"></div>
-                  <div v-if="isTargetSequence" class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label>Copy target from a previously created target</label>
+                      <label>
+                        Any publications associated with the score set. You can search for publications to add by DOI,
+                        PubMed ID, bioRxiv ID, or medRxiv ID.
+                      </label>
                       <div class="mavedb-help-small">
-                        Use this autocomplete field to find an existing target from one of your published or unpublished
-                        score sets in MaveDB and fill this target with its metadata. You'll still be able to edit any
-                        fields below.
+                        Example searches: https://doi.org/10.1038/s41467-023-43041-4 (DOI as link),
+                        10.1038/s41467-023-43041-4 (DOI), 38057330 (a Pubmed ID), 2022.06.10.22276179 (a bioRxiv or
+                        medRxiv ID)
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
                         <AutoComplete
-                          :id="scopedId('input-existingTargetGene')"
-                          ref="existingTargetGeneInput"
-                          v-model="createdTargetGenes[targetIdx].autofilledTargetGene"
-                          field="name"
-                          :force-selection="true"
-                          :suggestions="targetGeneSuggestionsList"
-                          @complete="searchTargetGenes"
-                          @item-select="autofillFromExistingTarget($event, targetIdx)"
+                          :id="scopedId('input-publicationIdentifiers')"
+                          ref="publicationIdentifiersInput"
+                          v-model="publicationIdentifiers"
+                          :multiple="true"
+                          option-label="identifier"
+                          :suggestions="publicationIdentifierSuggestionsList"
+                          @complete="searchPublicationIdentifiers"
+                          @item-select="acceptNewPublicationIdentifier"
+                          @item-unselect="removePublicationIdentifier"
+                          @keyup.escape="clearPublicationIdentifierSearch"
                         >
-                          <template #item="slotProps">
+                          <template #chip="slotProps">
                             <div>
-                              <div>Name: {{ slotProps.item.name }}</div>
-                              <div>Category: {{ textForTargetGeneCategory(slotProps.item.category) }}</div>
-                              <div
-                                v-for="externalIdentifier of slotProps.item.externalIdentifiers"
-                                :key="externalIdentifier.identifier"
-                              >
-                                {{ externalIdentifier.identifier.dbName }}:
-                                {{ externalIdentifier.identifier.identifier }}, Offset: {{ externalIdentifier.offset }}
+                              <div>
+                                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
                               </div>
                             </div>
                           </template>
+                          <template #item="slotProps">
+                            <div>
+                              <div>Title: {{ slotProps.item.title }}</div>
+                              <div>DOI: {{ slotProps.item.doi }}</div>
+                              <div>Identifier: {{ slotProps.item.identifier }}</div>
+                              <div>Database: {{ slotProps.item.dbName }}</div>
+                            </div>
+                          </template>
                         </AutoComplete>
-                        <label :for="scopedId('input-existingTargetGene')">Copy from an existing target</label>
+                        <label :for="scopedId('input-publicationIdentifiers')">Publication identifiers</label>
                       </span>
+                      <span v-if="validationErrors.publicationIdentifiers" class="mave-field-error">{{
+                        validationErrors.publicationIdentifiers
+                      }}</span>
                     </div>
                   </div>
-                  <div class="mavedb-wizard-row">
+                  <div v-if="publicationIdentifiers.length > 1" class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label>The name of the target</label>
-                      <div class="mavedb-help-small">
-                        This name will be used to identify the target on the score set page and can be used to autofill
-                        from this target in the future. Most users choose to name this target after the associated gene,
-                        if applicable.
-                      </div>
+                      <label> Of the above publications, the primary publication that describes the score set. </label>
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <InputText
-                          :id="scopedId('input-targetGeneName')"
-                          v-model="createdTargetGenes[targetIdx].targetGene.name"
+                        <Multiselect
+                          :id="scopedId('input-primaryPublicationIdentifiers')"
+                          ref="primaryPublicationIdentifiersInput"
+                          v-model="primaryPublicationIdentifiers"
+                          option-label="identifier"
+                          :options="publicationIdentifiers"
+                          placeholder="Select a primary publication (Where the dataset is described)"
+                          :selection-limit="1"
                           style="width: 100%"
-                        />
-                        <label :for="scopedId('input-targetGeneName')">Target name</label>
+                        >
+                          <template #option="slotProps">
+                            <div class="field">
+                              <div>Title: {{ slotProps.option.title }}</div>
+                              <div>DOI: {{ slotProps.option.doi }}</div>
+                              <div>Identifier: {{ slotProps.option.identifier }}</div>
+                              <div>Database: {{ slotProps.option.dbName }}</div>
+                            </div>
+                          </template>
+                        </Multiselect>
+                        <label :for="scopedId('input-primaryPublicationIdentifiers')">Primary publication</label>
                       </span>
-                      <span v-if="validationErrors[`targetGene.${targetIdx}.name`]" class="mave-field-error">{{
-                        validationErrors[`targetGene.${targetIdx}.name`]
+                      <span v-if="validationErrors.primaryPublicationIdentifiers" class="mave-field-error">{{
+                        validationErrors.primaryPublicationIdentifiers
                       }}</span>
                     </div>
                   </div>
-
-                  <div v-if="isTargetSequence">
-                    <div v-if="numTargets > 1" class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label>The label of the target</label>
-                        <div class="mavedb-help-small">
-                          This label is what you use in your variants file to indicate which of your targets the variant
-                          is described relative to. Because it is used with MAVE-HGVS strings, it may not contain any
-                          spaces or colons.
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content field">
-                        <span class="p-float-label">
-                          <InputText
-                            :id="scopedId('input-targetGeneLabel')"
-                            v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.label"
-                            style="width: 100%"
-                          />
-                          <label :for="scopedId('input-targetGeneLabel')">Target label</label>
-                        </span>
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.label`]"
-                          class="mave-field-error"
-                          >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.label`] }}</span
+                  <div class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      <label> Any additional metadata about the score set, as a JSON file. </label>
+                    </div>
+                    <div class="mavedb-wizard-content field">
+                      <span class="p-float-label">
+                        <FileUpload
+                          :id="scopedId('input-extraMetadataFile')"
+                          accept="application/json"
+                          :auto="false"
+                          choose-label="Extra metadata"
+                          :class="inputClasses.extraMetadataFile"
+                          :custom-upload="true"
+                          :file-limit="1"
+                          :show-cancel-button="false"
+                          :show-upload-button="false"
+                          @remove="fileCleared('extraMetadataFile')"
+                          @select="fileSelected('extraMetadataFile', $event)"
                         >
-                      </div>
+                          <template #empty>
+                            <p>Upload a JSON file here.</p>
+                          </template>
+                        </FileUpload>
+                      </span>
+                      <span v-if="validationErrors.extraMetadata" class="mave-field-error">{{
+                        validationErrors.extraMetadata
+                      }}</span>
                     </div>
+                  </div>
+                </div>
+              </div>
+              <div class="mavedb-wizard-step-controls-row">
+                <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
+                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    :disabled="maxWizardStepValidated < activeWizardStep"
+                    icon="pi pi-arrow-right"
+                    icon-pos="right"
+                    label="Next"
+                    @click="showNextWizardStepIfValid(activateCallback)"
+                  />
+                </div>
+              </div>
+            </StepPanel>
 
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-targetGeneCategory')">The functional category of the target</label>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <span class="p-float-label">
-                          <span class="p-float-label">
-                            <SelectButton
-                              :id="scopedId('input-targetGeneCategory')"
-                              v-model="createdTargetGenes[targetIdx].targetGene.category"
-                              :option-label="textForTargetGeneCategory"
-                              :options="targetGeneCategories"
-                            />
-                          </span>
-                        </span>
-                        <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
-                          validationErrors[`targetGene.${targetIdx}.category`]
-                        }}</span>
-                      </div>
+            <StepPanel v-slot="{ activateCallback }" :value="2" >
+              <div class="mavedb-wizard-form">
+                <div class="mavedb-wizard-form-content-background"></div>
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label :id="scopedId('input-scoreSetIsSequenceBasedLabel')"
+                      >Will you be uploading the target sequences used for your assay?</label
+                    >
+                    <div class="mavedb-help-small">
+                      The target sequence is the sequence that was mutagenized to create the variant library, such as in
+                      a cDNA-based deep mutational scan. If your variants were generated by editing the genome directly
+                      (e.g., using saturation genome editing or base editing), you should provide an Ensembl or RefSeq
+                      accession instead of uploading the target locus sequence as your own target.
                     </div>
+                  </div>
+                  <div class="mavedb-wizard-content">
+                    <InputSwitch
+                      v-model="isTargetSequence"
+                      :aria-labelledby="scopedId('input-scoreSetIsSequenceBasedLabel')"
+                    />
+                    <div class="mavedb-switch-value">
+                      {{
+                        isTargetSequence
+                          ? 'Yes, variants are described relative to a target sequence.'
+                          : 'No, variants are described relative to a RefSeq or Ensembl accession (either a transcript or chromosome).'
+                      }}
+                    </div>
+                  </div>
+                </div>
 
-                    <div v-for="dbName of externalGeneDatabases" :key="dbName" class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
-                          >Link this target to a {{ dbName }} accession</label
-                        >
-                        <!-- only display this verbose help on the first of the external gene database selections. -->
-                        <div v-if="dbName === externalGeneDatabases[0]" class="mavedb-help-small">
-                          If the target sequence provided to MaveDB starts partway through the linked sequence (such as an
-                          assay targeting a single functional domain), the target should also have an “offset”. The offset
-                          is the integer value that should be added to the MaveDB coordinates (which are relative to the
-                          target sequence) in order to match the coordinates in the linked sequence.
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <InputSwitch
-                          v-model="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
-                          :aria-labelledby="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
-                        />
-                        <div class="mavedb-switch-value">
-                          {{
-                            createdTargetGenes[targetIdx].linkedAccessions[dbName]
-                              ? `Yes, link this target to a ${dbName} accession.`
-                              : `No, do not link this target to a ${dbName} accession.`
-                          }}
-                        </div>
-                        <div
-                          v-if="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
-                          class="mavedb-wizard-subcontent field-columns"
-                        >
-                          <div class="p-float-label field-column">
-                            <AutoComplete
-                              :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
-                              v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].identifier"
-                              field="identifier"
-                              :force-selection="false"
-                              style="width: 100%"
-                              :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
-                              @change="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
-                              @complete="searchTargetGeneIdentifiers(dbName, $event)"
-                            />
-                            <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
-                              >{{ dbName }} identifier</label
-                            >
-                          </div>
-                          <span class="p-float-label">
-                            <InputNumber
-                              :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
-                              v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].offset"
-                              button-layout="stacked"
-                              :min="0"
-                              show-buttons
-                              suffix=" bp"
-                            />
-                            <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
-                          </span>
-                        </div>
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`]"
-                          class="mave-field-error"
-                          >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`] }}</span
-                        >
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]"
-                          class="mave-field-error"
-                          >{{
-                            validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]
-                          }}</span
-                        >
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`]"
-                          class="mave-field-error"
-                          >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`] }}</span
-                        >
-                      </div>
+                <div v-if="!isTargetSequence" class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label :id="scopedId('input-isBaseEditorData')"
+                      >Does this score set reperesent base editor data?</label
+                    >
+                    <div class="mavedb-help-small">
+                      Base editor data is a type of functional assay that is similar in many respects to MAVE data. When
+                      uploading base editor data, you must also include a 'guide_sequence' column in your uploaded
+                      scores (and counts) file(s).
                     </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-targetGeneTaxonomyLabel')"
-                          >The taxonomy group to which this target belongs</label
-                        >
-                        <div class="mavedb-help-small">
-                          For more details about taxonomy, see the
-                          <a href="https://www.ncbi.nlm.nih.gov/books/NBK53758/" target="_blank"
-                            >NCBI taxonomy help page.</a
-                          >
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <span class="p-float-label">
-                          <AutoComplete
-                            :id="scopedId('input-targetGeneTaxonomyLabel')"
-                            ref="taxonomyInput"
-                            v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.taxonomy"
-                            dropdown
-                            field="organismName"
-                            force-selection
-                            :multiple="false"
-                            :options="taxonomies"
-                            style="width: 100%"
-                            :suggestions="taxonomySuggestionsList"
-                            @complete="searchTaxonomies"
-                            @keyup.escape="clearTaxonomySearch"
-                          >
-                            <template #item="slotProps">
-                              {{ slotProps.item.code }} - {{ slotProps.item.organismName }}
-                              <template v-if="slotProps.item.commonName !== 'NULL' && slotProps.item.commonName !== null"
-                                >/ {{ slotProps.item.commonName }}</template
-                              >
-                            </template>
-                          </AutoComplete>
-                          <label :for="scopedId('input-targetGeneTaxonomyLabel')">Taxonomy</label>
-                        </span>
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`]"
-                          class="mave-field-error"
-                          >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`] }}</span
-                        >
-                      </div>
+                  </div>
+                  <div class="mavedb-wizard-content">
+                    <InputSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
+                    <div class="mavedb-switch-value">
+                      {{
+                        isBaseEditor
+                          ? 'Yes, this score set represents base editor data.'
+                          : 'No, this score set does not represent base editor data.'
+                      }}
                     </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-targetGeneSequenceTypeLabel')">The sequence type of the target</label>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <span class="p-float-label">
-                          <SelectButton
-                            :id="scopedId('input-targetGeneSequenceType')"
-                            v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.sequenceType"
-                            :options="sequenceTypes"
-                          />
-                        </span>
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`]"
-                          class="mave-field-error"
-                          >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`] }}</span
-                        >
-                      </div>
+                  </div>
+                </div>
+
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label :id="scopedId('input-scoreSetHasMultipleTargetsLabel')"
+                      >Does this score set describe variants with respect to more than one target?</label
+                    >
+                    <div class="mavedb-help-small">
+                      Some experiments might describe variants against two or more distinct target sequences. If this is
+                      the case, your variants will need to be described explicitly from the target they came from.
                     </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-targetGeneSequenceFileLabel')">The sequence of the target</label>
-                        <div class="mavedb-help-small">
-                          Variants will be validated against this sequence. Note that the first position in the sequence
-                          is numbered as position 1 when validating variants.
-                        </div>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <span class="p-float-label">
-                          <FileUpload
-                            :id="scopedId('input-targetGeneSequenceFileLabel')"
-                            ref="sequenceFileUpload"
-                            :auto="false"
-                            choose-label="Reference sequence"
-                            :class="inputClasses.targetGeneTargetSequenceSequenceFile"
-                            :custom-upload="true"
-                            :file-limit="1"
-                            :show-cancel-button="false"
-                            :show-upload-button="false"
-                            @remove="fileCleared('targetGeneTargetSequenceSequenceFile', targetIdx)"
-                            @select="fileSelected('targetGeneTargetSequenceSequenceFile', $event, targetIdx)"
-                          >
-                            <template #empty>
-                              <div v-if="createdTargetGenes[targetIdx].targetGene.targetSequence.sequence != null">
-                                <Textarea
-                                  v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.sequence"
-                                  disabled
-                                  rows="5"
-                                  style="width: 100%; max-width: 60em; word-wrap: break-word; font-family: monospace"
-                                />
-                                <small
-                                  >This sequence was set by the autofilled target. To use a different sequence, upload a
-                                  new FASTA file.</small
-                                >
-                              </div>
-                              <div v-else>
-                                <p>
-                                  Drop a
-                                  <a href="https://blast.ncbi.nlm.nih.gov/doc/blast-topics/#fasta" target="_blank"
-                                    >FASTA</a
-                                  >
-                                  file here
-                                </p>
-                              </div>
-                            </template>
-                          </FileUpload>
-                        </span>
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`]"
-                          class="mave-field-error"
-                          >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`] }}</span
-                        >
-                      </div>
+                  </div>
+                  <div class="mavedb-wizard-content">
+                    <InputSwitch
+                      v-model="isMultiTarget"
+                      :aria-labelledby="scopedId('input-scoreSetHasMultipleTargetsLabel')"
+                    />
+                    <div class="mavedb-switch-value">
+                      {{
+                        isMultiTarget
+                          ? 'Yes, variants are described relative to multiple target sequences.'
+                          : 'No, variants are described relative to a single target sequence.'
+                      }}
                     </div>
                   </div>
-                  <div v-else>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-targetDescribesChromosomeLabel')"
-                          >Does this target represent a whole chromosome?</label
-                        >
-                        <div class="mavedb-help-small">
-                          Some score sets might describe variants relative to an entire chromosome, while others will
-                          describe variants relative to a RefSeq or Ensembl accession representing a gene.
-                        </div>
+                </div>
+
+                <div v-if="isMultiTarget" class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label>How many targets will be included with this score set?</label>
+                  </div>
+                  <div class="mavedb-wizard-content field">
+                    <span class="p-float-label">
+                      <InputNumber
+                        :id="scopedId(`input-numTargets`)"
+                        v-model="numTargets"
+                        button-layout="stacked"
+                        :min="isMultiTarget ? 2 : 1"
+                        show-buttons
+                        suffix=" targets"
+                      />
+                      <label :for="scopedId(`input-numTargets`)">Targets</label>
+                    </span>
+                  </div>
+                </div>
+              </div>
+              <div class="mavedb-wizard-step-controls-row">
+                <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
+                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    :disabled="maxWizardStepValidated < activeWizardStep"
+                    icon="pi pi-arrow-right"
+                    icon-pos="right"
+                    label="Next"
+                    @click="showNextWizardStepIfValid(activateCallback)"
+                  />
+                </div>
+              </div>
+            </StepPanel>
+            <StepPanel v-slot="{ activateCallback }" v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 3">
+              <div class="mavedb-wizard-form">
+                <div class="mavedb-wizard-form-content-background"></div>
+                <div v-if="isTargetSequence" class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label>Copy target from a previously created target</label>
+                    <div class="mavedb-help-small">
+                      Use this autocomplete field to find an existing target from one of your published or unpublished
+                      score sets in MaveDB and fill this target with its metadata. You'll still be able to edit any
+                      fields below.
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-content field">
+                    <span class="p-float-label">
+                      <AutoComplete
+                        :id="scopedId('input-existingTargetGene')"
+                        ref="existingTargetGeneInput"
+                        v-model="createdTargetGenes[targetIdx].autofilledTargetGene"
+                        field="name"
+                        :force-selection="true"
+                        :suggestions="targetGeneSuggestionsList"
+                        @complete="searchTargetGenes"
+                        @item-select="autofillFromExistingTarget($event, targetIdx)"
+                      >
+                        <template #item="slotProps">
+                          <div>
+                            <div>Name: {{ slotProps.item.name }}</div>
+                            <div>Category: {{ textForTargetGeneCategory(slotProps.item.category) }}</div>
+                            <div
+                              v-for="externalIdentifier of slotProps.item.externalIdentifiers"
+                              :key="externalIdentifier.identifier"
+                            >
+                              {{ externalIdentifier.identifier.dbName }}:
+                              {{ externalIdentifier.identifier.identifier }}, Offset: {{ externalIdentifier.offset }}
+                            </div>
+                          </div>
+                        </template>
+                      </AutoComplete>
+                      <label :for="scopedId('input-existingTargetGene')">Copy from an existing target</label>
+                    </span>
+                  </div>
+                </div>
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label>The name of the target</label>
+                    <div class="mavedb-help-small">
+                      This name will be used to identify the target on the score set page and can be used to autofill
+                      from this target in the future. Most users choose to name this target after the associated gene,
+                      if applicable.
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-content field">
+                    <span class="p-float-label">
+                      <InputText
+                        :id="scopedId('input-targetGeneName')"
+                        v-model="createdTargetGenes[targetIdx].targetGene.name"
+                        style="width: 100%"
+                      />
+                      <label :for="scopedId('input-targetGeneName')">Target name</label>
+                    </span>
+                    <span v-if="validationErrors[`targetGene.${targetIdx}.name`]" class="mave-field-error">{{
+                      validationErrors[`targetGene.${targetIdx}.name`]
+                    }}</span>
+                  </div>
+                </div>
+
+                <div v-if="isTargetSequence">
+                  <div v-if="numTargets > 1" class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      <label>The label of the target</label>
+                      <div class="mavedb-help-small">
+                        This label is what you use in your variants file to indicate which of your targets the variant
+                        is described relative to. Because it is used with MAVE-HGVS strings, it may not contain any
+                        spaces or colons.
                       </div>
-                      <div class="mavedb-wizard-content">
-                        <InputSwitch
-                          v-model="createdTargetGenes[targetIdx].isRelativeToChromosome"
-                          :aria-labelledby="scopedId('input-targetDescribesChromosomeLabel')"
-                          @change="refreshAccessionOptions(targetIdx)"
+                    </div>
+                    <div class="mavedb-wizard-content field">
+                      <span class="p-float-label">
+                        <InputText
+                          :id="scopedId('input-targetGeneLabel')"
+                          v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.label"
+                          style="width: 100%"
                         />
-                        <div class="mavedb-switch-value">
-                          {{
-                            createdTargetGenes[targetIdx].isRelativeToChromosome
-                              ? 'Yes, this target represents an entire chromosome.'
-                              : 'No, this target represents a gene.'
-                          }}
-                        </div>
-                      </div>
+                        <label :for="scopedId('input-targetGeneLabel')">Target label</label>
+                      </span>
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.label`]"
+                        class="mave-field-error"
+                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.label`] }}</span
+                      >
                     </div>
-                    <div v-if="createdTargetGenes[targetIdx].isRelativeToChromosome" class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-targetGeneAssemblyLabel')">The assembly for this accession</label>
-                      </div>
-                      <div class="mavedb-wizard-content">
-                        <span class="p-float-label">
-                          <!-- Assembly is the reference genome property in coordinate cases -->
-                          <Dropdown
-                            v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.assembly"
-                            :aria-labelledby="scopedId('input-targetGeneAssemblyLabel')"
-                            :options="assemblies"
-                            style="width: 100%"
-                            @change="refreshAccessionOptions(targetIdx)"
-                          />
-                          <label :for="scopedId('input-targetGeneAssemblyLabel')">Assembly</label>
-                        </span>
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`]"
-                          class="mave-field-error"
-                          >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`] }}</span
-                        >
-                      </div>
+                  </div>
+
+                  <div class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      <label :id="scopedId('input-targetGeneCategory')">The functional category of the target</label>
                     </div>
-                    <div v-else class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-targetGeneGeneNameLabel')">The gene name for this accession</label>
-                      </div>
-                      <div class="mavedb-wizard-content">
+                    <div class="mavedb-wizard-content">
+                      <span class="p-float-label">
                         <span class="p-float-label">
-                          <Dropdown
-                            :id="scopedId('input-targetGeneGeneNameLabel')"
-                            v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.gene"
-                            filter
-                            option-label="name"
-                            :options="geneNamesAsObject"
-                            style="width: 100%"
-                            :virtual-scroller-options="{itemSize: 50}"
-                            @change="autofillGeneName($event, targetIdx)"
+                          <SelectButton
+                            :id="scopedId('input-targetGeneCategory')"
+                            v-model="createdTargetGenes[targetIdx].targetGene.category"
+                            :option-label="textForTargetGeneCategory"
+                            :options="targetGeneCategories"
                           />
-                          <label :for="scopedId('input-targetGeneGeneNameLabel')">HGNC Name</label>
                         </span>
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.gene`]"
-                          class="mave-field-error"
-                          >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.gene`] }}</span
-                        >
-                      </div>
+                      </span>
+                      <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
+                        validationErrors[`targetGene.${targetIdx}.category`]
+                      }}</span>
                     </div>
+                  </div>
 
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-targetGeneAccessionLabel')"
-                          >The accession identifier for this target</label
-                        >
-                        <div class="mavedb-help-small">
-                          This will be the sequence that your variants are described against. It may be a RefSeq or
-                          Ensemble identifier. Available accessions matching the
-                          {{ createdTargetGenes[targetIdx].isRelativeToChromosome ? 'assembly' : 'gene name' }} will be
-                          displayed once one is selected.
-                        </div>
+                  <div v-for="dbName of externalGeneDatabases" :key="dbName" class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      <label :id="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
+                        >Link this target to a {{ dbName }} accession</label
+                      >
+                      <!-- only display this verbose help on the first of the external gene database selections. -->
+                      <div v-if="dbName === externalGeneDatabases[0]" class="mavedb-help-small">
+                        If the target sequence provided to MaveDB starts partway through the linked sequence (such as an
+                        assay targeting a single functional domain), the target should also have an “offset”. The offset
+                        is the integer value that should be added to the MaveDB coordinates (which are relative to the
+                        target sequence) in order to match the coordinates in the linked sequence.
                       </div>
-                      <div class="mavedb-wizard-content">
-                        <span class="p-float-label">
+                    </div>
+                    <div class="mavedb-wizard-content">
+                      <InputSwitch
+                        v-model="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
+                        :aria-labelledby="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
+                      />
+                      <div class="mavedb-switch-value">
+                        {{
+                          createdTargetGenes[targetIdx].linkedAccessions[dbName]
+                            ? `Yes, link this target to a ${dbName} accession.`
+                            : `No, do not link this target to a ${dbName} accession.`
+                        }}
+                      </div>
+                      <div
+                        v-if="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
+                        class="mavedb-wizard-subcontent field-columns"
+                      >
+                        <div class="p-float-label field-column">
                           <AutoComplete
-                            :id="scopedId('input-targetGeneAccessionLabel')"
-                            v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.accession"
-                            :dropdown="true"
-                            :force-selection="true"
+                            :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
+                            v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].identifier"
+                            field="identifier"
+                            :force-selection="false"
                             style="width: 100%"
-                            :suggestions="accessionSuggestions"
-                            @complete="fetchTargetAccessions($event)"
-                          />
-                          <label :for="scopedId('input-targetGeneAccessionLabel')"> Accession Identifier </label>
-                        </span>
-                        <div v-if="showSwitchToProteinAccessionButton(targetIdx)" class="mavedb-wizard-subcontent">
-                          <Button
-                            icon="pi pi-arrows-h"
-                            label="Switch to Protein Accession"
-                            severity="info"
-                            @click="swapNucleotideProteinAccessions(targetIdx)"
+                            :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
+                            @change="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
+                            @complete="searchTargetGeneIdentifiers(dbName, $event)"
                           />
+                          <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
+                            >{{ dbName }} identifier</label
+                          >
                         </div>
-                        <span
-                          v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.accession`]"
-                          class="mave-field-error"
-                          >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.accession`] }}</span
-                        >
-                      </div>
-                    </div>
-                    <div class="mavedb-wizard-row">
-                      <div class="mavedb-wizard-help">
-                        <label :id="scopedId('input-targetGeneCategoryLabel')">The genetic category of the target</label>
-                      </div>
-                      <div class="mavedb-wizard-content">
                         <span class="p-float-label">
-                          <span class="p-float-label">
-                            <SelectButton
-                              :id="scopedId('input-targetGeneCategoryLabel')"
-                              v-model="createdTargetGenes[targetIdx].targetGene.category"
-                              :option-label="textForTargetGeneCategory"
-                              :options="targetGeneCategories"
-                            />
-                          </span>
+                          <InputNumber
+                            :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
+                            v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].offset"
+                            button-layout="stacked"
+                            :min="0"
+                            show-buttons
+                            suffix=" bp"
+                          />
+                          <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
                         </span>
-                        <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
-                          validationErrors[`targetGene.${targetIdx}.category`]
-                        }}</span>
                       </div>
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`]"
+                        class="mave-field-error"
+                        >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`] }}</span
+                      >
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]"
+                        class="mave-field-error"
+                        >{{
+                          validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]
+                        }}</span
+                      >
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`]"
+                        class="mave-field-error"
+                        >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`] }}</span
+                      >
                     </div>
                   </div>
-                </div>
-                <div class="mavedb-wizard-step-controls-row">
-                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
-                    <Button
-                      :disabled="maxWizardStepValidated < activeWizardStep"
-                      icon="pi pi-arrow-right"
-                      icon-pos="right"
-                      label="Next"
-                      @click="showNextWizardStepIfValid(activateCallback)"
-                    />
-                  </div>
-                </div>
-              <!-- </template> -->
-            </StepPanel>
-
-            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 3">
-              <!-- <template #header="{index, clickCallback}">
-                <button
-                  class="p-stepper-action"
-                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                  role="tab"
-                  @click="clickCallback"
-                >
-                  <span class="p-stepper-number">{{ index + 1 }}</span>
-                  <span class="p-stepper-title">Score Calibrations</span>
-                </button>
-              </template> -->
-              <!-- <template #content="{prevCallback: showPreviousWizardStep, nextCallback: showNextWizardStep}"> -->
-                <div class="mavedb-wizard-form">
-                  <div class="mavedb-wizard-form-content-background"></div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-investigatorIsProvidingScoreCalibrations')"
-                        >Will you be providing score calibrations for this score set?</label
+                      <label :id="scopedId('input-targetGeneTaxonomyLabel')"
+                        >The taxonomy group to which this target belongs</label
                       >
                       <div class="mavedb-help-small">
-                        Score calibrations provide additional clinical context to the scores you upload. If you provide
-                        score calibrations, you may classify each range as having either normal, abnormal, or an
-                        unspecified function. If you provide a range with normal function, you should also provide a
-                        baseline score that falls within the normal range. This score is the expected score for baseline
-                        variants.
+                        For more details about taxonomy, see the
+                        <a href="https://www.ncbi.nlm.nih.gov/books/NBK53758/" target="_blank"
+                          >NCBI taxonomy help page.</a
+                        >
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
-                        v-model="investigatorIsProvidingScoreCalibrations"
-                        :aria-labelledby="scopedId('input-investigatorIsProvidingScoreCalibrations')"
-                      />
-                      <div class="mavedb-switch-value">
-                        {{
-                          investigatorIsProvidingScoreCalibrations
-                            ? 'Yes, I will be providing score range data.'
-                            : 'No, I will not be providing score range data.'
-                        }}
-                      </div>
+                      <span class="p-float-label">
+                        <AutoComplete
+                          :id="scopedId('input-targetGeneTaxonomyLabel')"
+                          ref="taxonomyInput"
+                          v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.taxonomy"
+                          dropdown
+                          field="organismName"
+                          force-selection
+                          :multiple="false"
+                          :options="taxonomies"
+                          style="width: 100%"
+                          :suggestions="taxonomySuggestionsList"
+                          @complete="searchTaxonomies"
+                          @keyup.escape="clearTaxonomySearch"
+                        >
+                          <template #item="slotProps">
+                            {{ slotProps.item.code }} - {{ slotProps.item.organismName }}
+                            <template v-if="slotProps.item.commonName !== 'NULL' && slotProps.item.commonName !== null"
+                              >/ {{ slotProps.item.commonName }}</template
+                            >
+                          </template>
+                        </AutoComplete>
+                        <label :for="scopedId('input-targetGeneTaxonomyLabel')">Taxonomy</label>
+                      </span>
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`]"
+                        class="mave-field-error"
+                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`] }}</span
+                      >
                     </div>
                   </div>
-                  <div v-if="investigatorIsProvidingScoreCalibrations">
-                    <CalibrationEditor
-                      :calibration-draft-ref="calibrationCreateDraft"
-                      :validation-errors="calibrationValidationErrors || {}"
-                    />
-                  </div>
-                </div>
-                <div class="mavedb-wizard-step-controls-row">
-                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-5">
-                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
-                    <Button
-                      :disabled="maxWizardStepValidated < activeWizardStep"
-                      icon="pi pi-arrow-right"
-                      icon-pos="right"
-                      label="Next"
-                      @click="showNextWizardStepIfValid(activateCallback)"
-                    />
-                  </div>
-                </div>
-              <!-- </template> -->
-            </StepPanel>
-
-            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 4">
-              <!-- <template #header="{index, clickCallback}">
-                <button
-                  class="p-stepper-action"
-                  :disabled="maxWizardStepEntered < index || maxWizardStepValidated < index - 1"
-                  role="tab"
-                  @click="clickCallback"
-                >
-                  <span class="p-stepper-number">{{ index + 1 }}</span>
-                  <span class="p-stepper-title">Variant scores</span>
-                </button>
-              </template> -->
-              <!-- <template #content="{prevCallback: showPreviousWizardStep}"> -->
-                <div class="mavedb-wizard-form">
-                  <div class="mavedb-wizard-form-content-background"></div>
                   <div class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      <label :id="scopedId('input-targetGeneSequenceTypeLabel')">The sequence type of the target</label>
+                    </div>
                     <div class="mavedb-wizard-content">
-                      <Message v-if="createdTargetGenes[0]?.targetAccession?.accession" closable severity="info">
-                        When defining variants against an accession based target, uploaded variant coordinates should be
-                        fully qualified with respect to target names or target accessions (e.g: NC_000001.1:c.1A>C).
-                      </Message>
-                      <Message v-else-if="numTargets > 1" closable severity="info">
-                        When defining variants against multiple targets, uploaded variant coordinates should be fully
-                        qualified with respect to target names or target accessions.
-                      </Message>
+                      <span class="p-float-label">
+                        <SelectButton
+                          :id="scopedId('input-targetGeneSequenceType')"
+                          v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.sequenceType"
+                          :options="sequenceTypes"
+                        />
+                      </span>
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`]"
+                        class="mave-field-error"
+                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`] }}</span
+                      >
                     </div>
                   </div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <div>
-                        <label :id="scopedId('input-scoresFile')">Load a scores file</label>
-                      </div>
+                      <label :id="scopedId('input-targetGeneSequenceFileLabel')">The sequence of the target</label>
                       <div class="mavedb-help-small">
-                        This file is required and should be a CSV file, with each row of the table describing a single
-                        variant. For more information about what this file can include and how it should be formatted,
-                        please take a look at
-                        <a :href="`${config.appBaseUrl}/docs/mavedb/data_formats.html#data-table-formats`" target="_blank"
-                          >our documentation</a
-                        >.
+                        Variants will be validated against this sequence. Note that the first position in the sequence
+                        is numbered as position 1 when validating variants.
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
                       <span class="p-float-label">
                         <FileUpload
-                          :id="scopedId('input-scoresFile')"
-                          ref="scoresFileUpload"
-                          accept="text/csv"
+                          :id="scopedId('input-targetGeneSequenceFileLabel')"
+                          ref="sequenceFileUpload"
                           :auto="false"
-                          choose-label="Scores file"
-                          :class="inputClasses.scoresFile || ''"
+                          choose-label="Reference sequence"
+                          :class="inputClasses.targetGeneTargetSequenceSequenceFile"
                           :custom-upload="true"
                           :file-limit="1"
                           :show-cancel-button="false"
                           :show-upload-button="false"
+                          @remove="fileCleared('targetGeneTargetSequenceSequenceFile', targetIdx)"
+                          @select="fileSelected('targetGeneTargetSequenceSequenceFile', $event, targetIdx)"
                         >
                           <template #empty>
-                            <p>Drop a file here.</p>
+                            <div v-if="createdTargetGenes[targetIdx].targetGene.targetSequence.sequence != null">
+                              <Textarea
+                                v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.sequence"
+                                disabled
+                                rows="5"
+                                style="width: 100%; max-width: 60em; word-wrap: break-word; font-family: monospace"
+                              />
+                              <small
+                                >This sequence was set by the autofilled target. To use a different sequence, upload a
+                                new FASTA file.</small
+                              >
+                            </div>
+                            <div v-else>
+                              <p>
+                                Drop a
+                                <a href="https://blast.ncbi.nlm.nih.gov/doc/blast-topics/#fasta" target="_blank"
+                                  >FASTA</a
+                                >
+                                file here
+                              </p>
+                            </div>
                           </template>
                         </FileUpload>
                       </span>
-                      <span v-if="validationErrors.scoresFile" class="mave-field-error">{{
-                        validationErrors.scoresFile
-                      }}</span>
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`]"
+                        class="mave-field-error"
+                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`] }}</span
+                      >
                     </div>
                   </div>
+                </div>
+                <div v-else>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :for="scopedId('input-scoreColumnsMetadataFile')">Load a scores column metadata file</label>
+                      <label :id="scopedId('input-targetDescribesChromosomeLabel')"
+                        >Does this target represent a whole chromosome?</label
+                      >
                       <div class="mavedb-help-small">
-                        This file is optional, but recommended. If provided, it should be a JSON file containing a single
-                        object. The keys of that object should be limited to columns of the score data, while values
-                        should include a string description and an optional string details.
+                        Some score sets might describe variants relative to an entire chromosome, while others will
+                        describe variants relative to a RefSeq or Ensembl accession representing a gene.
+                      </div>
+                    </div>
+                    <div class="mavedb-wizard-content">
+                      <InputSwitch
+                        v-model="createdTargetGenes[targetIdx].isRelativeToChromosome"
+                        :aria-labelledby="scopedId('input-targetDescribesChromosomeLabel')"
+                        @change="refreshAccessionOptions(targetIdx)"
+                      />
+                      <div class="mavedb-switch-value">
+                        {{
+                          createdTargetGenes[targetIdx].isRelativeToChromosome
+                            ? 'Yes, this target represents an entire chromosome.'
+                            : 'No, this target represents a gene.'
+                        }}
                       </div>
                     </div>
+                  </div>
+                  <div v-if="createdTargetGenes[targetIdx].isRelativeToChromosome" class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      <label :id="scopedId('input-targetGeneAssemblyLabel')">The assembly for this accession</label>
+                    </div>
                     <div class="mavedb-wizard-content">
                       <span class="p-float-label">
-                        <FileUpload
-                          :id="scopedId('input-scoreColumnsMetadataFile')"
-                          ref="scoreColumnsMetadataFileUpload"
-                          accept="application/json"
-                          :auto="false"
-                          choose-label="Scores column metadata file"
-                          :class="inputClasses.scoreColumnsMetadataFile || ''"
-                          :custom-upload="true"
-                          :disabled="!($refs.scoresFileUpload?.files?.length == 1)"
-                          :file-limit="1"
-                          :show-cancel-button="false"
-                          :show-upload-button="false"
-                          @remove="fileCleared('scoreColumnsMetadataFile')"
-                          @select="fileSelected('scoreColumnsMetadataFile', $event)"
-                        >
-                          <template #empty>
-                            <p>Drop a file here.</p>
-                          </template>
-                        </FileUpload>
+                        <!-- Assembly is the reference genome property in coordinate cases -->
+                        <Dropdown
+                          v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.assembly"
+                          :aria-labelledby="scopedId('input-targetGeneAssemblyLabel')"
+                          :options="assemblies"
+                          style="width: 100%"
+                          @change="refreshAccessionOptions(targetIdx)"
+                        />
+                        <label :for="scopedId('input-targetGeneAssemblyLabel')">Assembly</label>
                       </span>
-                      <span v-if="validationErrors.scoreColumnsMetadataFile" class="mave-field-error">{{
-                        validationErrors.scoreColumnsMetadataFile
-                      }}</span>
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`]"
+                        class="mave-field-error"
+                        >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`] }}</span
+                      >
                     </div>
                   </div>
+                  <div v-else class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      <label :id="scopedId('input-targetGeneGeneNameLabel')">The gene name for this accession</label>
+                    </div>
+                    <div class="mavedb-wizard-content">
+                      <span class="p-float-label">
+                        <Dropdown
+                          :id="scopedId('input-targetGeneGeneNameLabel')"
+                          v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.gene"
+                          filter
+                          option-label="name"
+                          :options="geneNamesAsObject"
+                          style="width: 100%"
+                          :virtual-scroller-options="{itemSize: 50}"
+                          @change="autofillGeneName($event, targetIdx)"
+                        />
+                        <label :for="scopedId('input-targetGeneGeneNameLabel')">HGNC Name</label>
+                      </span>
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.gene`]"
+                        class="mave-field-error"
+                        >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.gene`] }}</span
+                      >
+                    </div>
+                  </div>
+
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
-                      <label :id="scopedId('input-countsFile')">Load a counts file</label>
+                      <label :id="scopedId('input-targetGeneAccessionLabel')"
+                        >The accession identifier for this target</label
+                      >
                       <div class="mavedb-help-small">
-                        This file is optional, but recommended. There are no required columns for your count data, but you
-                        should describe the meaning of any columns by uploading a column metadata file and providing any
-                        additional information in your methods section.
+                        This will be the sequence that your variants are described against. It may be a RefSeq or
+                        Ensemble identifier. Available accessions matching the
+                        {{ createdTargetGenes[targetIdx].isRelativeToChromosome ? 'assembly' : 'gene name' }} will be
+                        displayed once one is selected.
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
                       <span class="p-float-label">
-                        <FileUpload
-                          :id="scopedId('input-countsFile')"
-                          ref="countsFileUpload"
-                          accept="text/csv"
-                          :auto="false"
-                          choose-label="Counts file"
-                          :class="inputClasses.countsFile || ''"
-                          :custom-upload="true"
-                          :file-limit="1"
-                          :show-cancel-button="false"
-                          :show-upload-button="false"
-                        >
-                          <template #empty>
-                            <p>Drop a file here.</p>
-                          </template>
-                        </FileUpload>
+                        <AutoComplete
+                          :id="scopedId('input-targetGeneAccessionLabel')"
+                          v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.accession"
+                          :dropdown="true"
+                          :force-selection="true"
+                          style="width: 100%"
+                          :suggestions="accessionSuggestions"
+                          @complete="fetchTargetAccessions($event)"
+                        />
+                        <label :for="scopedId('input-targetGeneAccessionLabel')"> Accession Identifier </label>
+                      </span>
+                      <div v-if="showSwitchToProteinAccessionButton(targetIdx)" class="mavedb-wizard-subcontent">
+                        <Button
+                          icon="pi pi-arrows-h"
+                          label="Switch to Protein Accession"
+                          severity="info"
+                          @click="swapNucleotideProteinAccessions(targetIdx)"
+                        />
+                      </div>
+                      <span
+                        v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.accession`]"
+                        class="mave-field-error"
+                        >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.accession`] }}</span
+                      >
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-row">
+                    <div class="mavedb-wizard-help">
+                      <label :id="scopedId('input-targetGeneCategoryLabel')">The genetic category of the target</label>
+                    </div>
+                    <div class="mavedb-wizard-content">
+                      <span class="p-float-label">
+                        <span class="p-float-label">
+                          <SelectButton
+                            :id="scopedId('input-targetGeneCategoryLabel')"
+                            v-model="createdTargetGenes[targetIdx].targetGene.category"
+                            :option-label="textForTargetGeneCategory"
+                            :options="targetGeneCategories"
+                          />
+                        </span>
                       </span>
-                      <span v-if="validationErrors.countsFile" class="mave-field-error">{{
-                        validationErrors.countsFile
+                      <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
+                        validationErrors[`targetGene.${targetIdx}.category`]
                       }}</span>
                     </div>
                   </div>
                 </div>
+              </div>
+              <div class="mavedb-wizard-step-controls-row">
+                <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
+                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    :disabled="maxWizardStepValidated < activeWizardStep"
+                    icon="pi pi-arrow-right"
+                    icon-pos="right"
+                    label="Next"
+                    @click="showNextWizardStepIfValid(activateCallback)"
+                  />
+                </div>
+              </div>
+            </StepPanel>
+
+            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 3">
+              <div class="mavedb-wizard-form">
+                <div class="mavedb-wizard-form-content-background"></div>
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label :id="scopedId('input-investigatorIsProvidingScoreCalibrations')"
+                      >Will you be providing score calibrations for this score set?</label
+                    >
+                    <div class="mavedb-help-small">
+                      Score calibrations provide additional clinical context to the scores you upload. If you provide
+                      score calibrations, you may classify each range as having either normal, abnormal, or an
+                      unspecified function. If you provide a range with normal function, you should also provide a
+                      baseline score that falls within the normal range. This score is the expected score for baseline
+                      variants.
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-content">
+                    <InputSwitch
+                      v-model="investigatorIsProvidingScoreCalibrations"
+                      :aria-labelledby="scopedId('input-investigatorIsProvidingScoreCalibrations')"
+                    />
+                    <div class="mavedb-switch-value">
+                      {{
+                        investigatorIsProvidingScoreCalibrations
+                          ? 'Yes, I will be providing score range data.'
+                          : 'No, I will not be providing score range data.'
+                      }}
+                    </div>
+                  </div>
+                </div>
+                <div v-if="investigatorIsProvidingScoreCalibrations">
+                  <CalibrationEditor
+                    :calibration-draft-ref="calibrationCreateDraft"
+                    :validation-errors="calibrationValidationErrors || {}"
+                  />
+                </div>
+              </div>
+              <div class="mavedb-wizard-step-controls-row">
+                <div class="flex justify-content-between mavedb-wizard-step-controls pt-5">
+                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    :disabled="maxWizardStepValidated < activeWizardStep"
+                    icon="pi pi-arrow-right"
+                    icon-pos="right"
+                    label="Next"
+                    @click="showNextWizardStepIfValid(activateCallback)"
+                  />
+                </div>
+              </div>
+            </StepPanel>
+
+            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 4">
+              <div class="mavedb-wizard-form">
+                <div class="mavedb-wizard-form-content-background"></div>
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-content">
+                    <Message v-if="createdTargetGenes[0]?.targetAccession?.accession" closable severity="info">
+                      When defining variants against an accession based target, uploaded variant coordinates should be
+                      fully qualified with respect to target names or target accessions (e.g: NC_000001.1:c.1A>C).
+                    </Message>
+                    <Message v-else-if="numTargets > 1" closable severity="info">
+                      When defining variants against multiple targets, uploaded variant coordinates should be fully
+                      qualified with respect to target names or target accessions.
+                    </Message>
+                  </div>
+                </div>
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <div>
+                      <label :id="scopedId('input-scoresFile')">Load a scores file</label>
+                    </div>
+                    <div class="mavedb-help-small">
+                      This file is required and should be a CSV file, with each row of the table describing a single
+                      variant. For more information about what this file can include and how it should be formatted,
+                      please take a look at
+                      <a :href="`${config.appBaseUrl}/docs/mavedb/data_formats.html#data-table-formats`" target="_blank"
+                        >our documentation</a
+                      >.
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-content">
+                    <span class="p-float-label">
+                      <FileUpload
+                        :id="scopedId('input-scoresFile')"
+                        ref="scoresFileUpload"
+                        accept="text/csv"
+                        :auto="false"
+                        choose-label="Scores file"
+                        :class="inputClasses.scoresFile || ''"
+                        :custom-upload="true"
+                        :file-limit="1"
+                        :show-cancel-button="false"
+                        :show-upload-button="false"
+                      >
+                        <template #empty>
+                          <p>Drop a file here.</p>
+                        </template>
+                      </FileUpload>
+                    </span>
+                    <span v-if="validationErrors.scoresFile" class="mave-field-error">{{
+                      validationErrors.scoresFile
+                    }}</span>
+                  </div>
+                </div>
                 <div class="mavedb-wizard-row">
                   <div class="mavedb-wizard-help">
-                    <label :for="scopedId('input-countColumnsMetadataFile')">Load a counts column metadata file</label>
+                    <label :for="scopedId('input-scoreColumnsMetadataFile')">Load a scores column metadata file</label>
                     <div class="mavedb-help-small">
                       This file is optional, but recommended. If provided, it should be a JSON file containing a single
-                      object. The keys of that object should be limited to columns of the count data, while values should
-                      include a string description and an optional string details.
+                      object. The keys of that object should be limited to columns of the score data, while values
+                      should include a string description and an optional string details.
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
                     <span class="p-float-label">
                       <FileUpload
-                        :id="scopedId('input-countColumnsMetadataFile')"
-                        ref="countColumnsMetadataFileUpload"
+                        :id="scopedId('input-scoreColumnsMetadataFile')"
+                        ref="scoreColumnsMetadataFileUpload"
                         accept="application/json"
                         :auto="false"
-                        choose-label="Counts column metadata file"
-                        :class="inputClasses.countColumnsMetadataFile || ''"
+                        choose-label="Scores column metadata file"
+                        :class="inputClasses.scoreColumnsMetadataFile || ''"
                         :custom-upload="true"
-                        :disabled="!($refs.countsFileUpload?.files?.length == 1)"
+                        :disabled="!($refs.scoresFileUpload?.files?.length == 1)"
                         :file-limit="1"
                         :show-cancel-button="false"
                         :show-upload-button="false"
-                        @remove="fileCleared('countColumnsMetadataFile')"
-                        @select="fileSelected('countColumnsMetadataFile', $event)"
+                        @remove="fileCleared('scoreColumnsMetadataFile')"
+                        @select="fileSelected('scoreColumnsMetadataFile', $event)"
                       >
                         <template #empty>
                           <p>Drop a file here.</p>
                         </template>
                       </FileUpload>
                     </span>
-                    <span v-if="validationErrors.countColumnsMetadataFile" class="mave-field-error">{{
-                      validationErrors.countColumnsMetadataFile
+                    <span v-if="validationErrors.scoreColumnsMetadataFile" class="mave-field-error">{{
+                      validationErrors.scoreColumnsMetadataFile
                     }}</span>
                   </div>
                 </div>
-                <div class="mavedb-wizard-step-controls-row">
-                  <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                    <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
-                    <Button
-                      :disabled="maxWizardStepValidated < activeWizardStep"
-                      icon="pi pi-arrow-right"
-                      icon-pos="right"
-                      label="Save"
-                      @click="validateAndSave()"
-                    />
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label :id="scopedId('input-countsFile')">Load a counts file</label>
+                    <div class="mavedb-help-small">
+                      This file is optional, but recommended. There are no required columns for your count data, but you
+                      should describe the meaning of any columns by uploading a column metadata file and providing any
+                      additional information in your methods section.
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-content">
+                    <span class="p-float-label">
+                      <FileUpload
+                        :id="scopedId('input-countsFile')"
+                        ref="countsFileUpload"
+                        accept="text/csv"
+                        :auto="false"
+                        choose-label="Counts file"
+                        :class="inputClasses.countsFile || ''"
+                        :custom-upload="true"
+                        :file-limit="1"
+                        :show-cancel-button="false"
+                        :show-upload-button="false"
+                      >
+                        <template #empty>
+                          <p>Drop a file here.</p>
+                        </template>
+                      </FileUpload>
+                    </span>
+                    <span v-if="validationErrors.countsFile" class="mave-field-error">{{
+                      validationErrors.countsFile
+                    }}</span>
                   </div>
                 </div>
-              <!-- </template> -->
+              </div>
+              <div class="mavedb-wizard-row">
+                <div class="mavedb-wizard-help">
+                  <label :for="scopedId('input-countColumnsMetadataFile')">Load a counts column metadata file</label>
+                  <div class="mavedb-help-small">
+                    This file is optional, but recommended. If provided, it should be a JSON file containing a single
+                    object. The keys of that object should be limited to columns of the count data, while values should
+                    include a string description and an optional string details.
+                  </div>
+                </div>
+                <div class="mavedb-wizard-content">
+                  <span class="p-float-label">
+                    <FileUpload
+                      :id="scopedId('input-countColumnsMetadataFile')"
+                      ref="countColumnsMetadataFileUpload"
+                      accept="application/json"
+                      :auto="false"
+                      choose-label="Counts column metadata file"
+                      :class="inputClasses.countColumnsMetadataFile || ''"
+                      :custom-upload="true"
+                      :disabled="!($refs.countsFileUpload?.files?.length == 1)"
+                      :file-limit="1"
+                      :show-cancel-button="false"
+                      :show-upload-button="false"
+                      @remove="fileCleared('countColumnsMetadataFile')"
+                      @select="fileSelected('countColumnsMetadataFile', $event)"
+                    >
+                      <template #empty>
+                        <p>Drop a file here.</p>
+                      </template>
+                    </FileUpload>
+                  </span>
+                  <span v-if="validationErrors.countColumnsMetadataFile" class="mave-field-error">{{
+                    validationErrors.countColumnsMetadataFile
+                  }}</span>
+                </div>
+              </div>
+              <div class="mavedb-wizard-step-controls-row">
+                <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
+                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    :disabled="maxWizardStepValidated < activeWizardStep"
+                    icon="pi pi-arrow-right"
+                    icon-pos="right"
+                    label="Save"
+                    @click="validateAndSave()"
+                  />
+                </div>
+              </div>
             </StepPanel>
           </StepPanels>
         </Stepper>
@@ -1702,6 +1629,7 @@ export default {
       indeterminate: INDETERMINATE_CALIBRATION_EVIDENCE
     },
 
+    supersededScoreSetSuggestionsLoading: false,
     progressVisible: false,
     calibrationValidationErrors: {},
     serverSideValidationErrors: {},
@@ -2116,10 +2044,12 @@ export default {
     },
 
     searchSupersededScoreSets: async function (event) {
+      this.supersededScoreSetSuggestionsLoading = true
       const searchText = (event.query || '').trim()
       if (searchText.length > 0) {
         this.supersededScoreSetSuggestions = await this.searchScoreSets(searchText, true)
       }
+      this.supersededScoreSetSuggestionsLoading = false
     },
 
     searchScoreSets: async function (searchText, mine = false) {

From a41a95510bbaa3b5a2c8602973c8666cbac573fb Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 11:11:49 -0800
Subject: [PATCH 030/157] Keep publication identifiers label in floated
 position to avoid overlap with input element values

---
 src/components/screens/ExperimentCreator.vue | 4 +++-
 src/components/screens/ExperimentEditor.vue  | 1 +
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 3c46e4c7..ae56e32c 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -252,8 +252,10 @@
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
                         <AutoComplete
-                          :id="scopedId('input-publicationIdentifiers')"                          ref="publicationIdentifiersInput"
+                          :id="scopedId('input-publicationIdentifiers')"
+                          ref="publicationIdentifiersInput"
                           v-model="publicationIdentifiers"
+                          class="p-inputwrapper-filled"
                           :multiple="true"
                           option-label="identifier"
                           :suggestions="publicationIdentifierSuggestionsList"
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 92592307..2ee9e08b 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -99,6 +99,7 @@
                     :id="scopedId('input-publicationIdentifiers')"
                     ref="publicationIdentifiersInput"
                     v-model="publicationIdentifiers"
+                    class="p-inputwrapper-filled"
                     :multiple="true"
                     option-label="identifier"
                     :suggestions="publicationIdentifierSuggestionsList"

From 691acab3d471bee5ba44875e738b3d656cd08acb Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 11:13:03 -0800
Subject: [PATCH 031/157] Updates to ScoreSetCreator and CalibrationEditor to
 fix PrimeVue4 migration issues

---
 src/components/CalibrationEditor.vue       |  74 +++++++----
 src/components/screens/ScoreSetCreator.vue | 143 +++++++++++++--------
 2 files changed, 136 insertions(+), 81 deletions(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index 7165ca7e..b00ef757 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -223,10 +223,11 @@
               @click="toggleBoundary(rangeIdx, 'lower')"
               ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
             /></PrimeButton>
-            <span class="p-float-label">
+            <span class="p-float-label w-full">
               <InputNumber
                 v-model="rangeObj.range[0]"
                 :aria-labelledby="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)"
+                class="w-full"
                 :disabled="functionalRangeHelpers[rangeIdx].infiniteLower"
               />
               <label :for="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)">{{
@@ -238,10 +239,11 @@
               }}</label>
             </span>
             <InputGroupAddon>to</InputGroupAddon>
-            <span class="p-float-label">
+            <span class="p-float-label w-full">
               <InputNumber
                 v-model="rangeObj.range[1]"
                 :aria-labelledby="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)"
+                class="w-full"
                 :disabled="functionalRangeHelpers[rangeIdx].infiniteUpper"
               />
               <label :for="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)">{{
@@ -439,22 +441,28 @@
             :id="scopedId('input-threshold-sources')"
             ref="thresholdSourcesInput"
             v-model="draft.thresholdSources"
+            class="p-inputwrapper-filled"
             :multiple="true"
             option-label="identifier"
             :suggestions="publicationIdentifierSuggestionsList"
             @complete="searchPublicationIdentifiers"
-            @item-select="acceptNewPublicationIdentifier(draft.thresholdSources)"
             @keyup.escape="clearPublicationIdentifierSearch('thresholdSourcesInput')"
+            @option-select="acceptNewPublicationIdentifier(draft.thresholdSources)"
           >
             <template #chip="slotProps">
-              <div>{{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}</div>
+              <div class="p-inputchips-chip-item">
+                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
+                <div>
+                  <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value, draft.thresholdSources)"></i>
+                </div>
+              </div>
             </template>
-            <template #item="slotProps">
+            <template #option="slotProps">
               <div>
-                <div>Title: {{ slotProps.item.title }}</div>
-                <div>DOI: {{ slotProps.item.doi }}</div>
-                <div>Identifier: {{ slotProps.item.identifier }}</div>
-                <div>Database: {{ slotProps.item.dbName }}</div>
+                <div>Title: {{ slotProps.option.title }}</div>
+                <div>DOI: {{ slotProps.option.doi }}</div>
+                <div>Identifier: {{ slotProps.option.identifier }}</div>
+                <div>Database: {{ slotProps.option.dbName }}</div>
               </div>
             </template>
           </AutoComplete>
@@ -479,24 +487,28 @@
             :id="scopedId('input-classification-sources-publication-identifiers')"
             ref="classificationSourcesInput"
             v-model="draft.classificationSources"
+            class="p-inputwrapper-filled"
             :multiple="true"
             option-label="identifier"
             :suggestions="publicationIdentifierSuggestionsList"
             @complete="searchPublicationIdentifiers"
-            @item-select="acceptNewPublicationIdentifier(draft.classificationSources)"
             @keyup.escape="clearPublicationIdentifierSearch('classificationSourcesInput')"
+            @option-select="acceptNewPublicationIdentifier(draft.classificationSources)"
           >
             <template #chip="slotProps">
-              <div>
-                <div>{{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}</div>
+              <div class="p-inputchips-chip-item">
+                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
+                <div>
+                  <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value, draft.classificationSources)"></i>
+                </div>
               </div>
             </template>
-            <template #item="slotProps">
+            <template #option="slotProps">
               <div>
-                <div>Title: {{ slotProps.item.title }}</div>
-                <div>DOI: {{ slotProps.item.doi }}</div>
-                <div>Identifier: {{ slotProps.item.identifier }}</div>
-                <div>Database: {{ slotProps.item.dbName }}</div>
+                <div>Title: {{ slotProps.option.title }}</div>
+                <div>DOI: {{ slotProps.option.doi }}</div>
+                <div>Identifier: {{ slotProps.option.identifier }}</div>
+                <div>Database: {{ slotProps.option.dbName }}</div>
               </div>
             </template>
           </AutoComplete>
@@ -521,24 +533,28 @@
             :id="scopedId('input-method-sources-publication-identifiers')"
             ref="methodSourcesInput"
             v-model="draft.methodSources"
+            class="p-inputwrapper-filled"
             :multiple="true"
             option-label="identifier"
             :suggestions="publicationIdentifierSuggestionsList"
             @complete="searchPublicationIdentifiers"
-            @item-select="acceptNewPublicationIdentifier(draft.methodSources)"
             @keyup.escape="clearPublicationIdentifierSearch('methodSourcesInput')"
+            @option-select="acceptNewPublicationIdentifier(draft.methodSources)"
           >
             <template #chip="slotProps">
-              <div>
-                <div>{{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}</div>
+              <div class="p-inputchips-chip-item">
+                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
+                <div>
+                  <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value, draft.methodSources)"></i>
+                </div>
               </div>
             </template>
-            <template #item="slotProps">
+            <template #option="slotProps">
               <div>
-                <div>Title: {{ slotProps.item.title }}</div>
-                <div>DOI: {{ slotProps.item.doi }}</div>
-                <div>Identifier: {{ slotProps.item.identifier }}</div>
-                <div>Database: {{ slotProps.item.dbName }}</div>
+                <div>Title: {{ slotProps.option.title }}</div>
+                <div>DOI: {{ slotProps.option.doi }}</div>
+                <div>Identifier: {{ slotProps.option.identifier }}</div>
+                <div>Database: {{ slotProps.option.dbName }}</div>
               </div>
             </template>
           </AutoComplete>
@@ -1082,6 +1098,14 @@ export default {
       this.recomputeMeta()
     },
 
+    removePublicationIdentifier: function (val: PublicationIdentifier, publicationList: PublicationIdentifier[]) {
+      const removedIdentifier = val.identifier
+      const publicationIdx = publicationList.findIndex((pub) => pub.identifier == removedIdentifier)
+      if (publicationIdx != -1) {
+        publicationList.splice(publicationIdx, 1)
+      }
+    },
+
     saveCalibration: function () {
       this.$emit('saved', this.draft)
       // Update original snapshot after external save (parent may call back). We optimistically snapshot here.
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 999894f2..fa89dd69 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -15,15 +15,15 @@
       <div class="mavedb-wizard">
         <Stepper v-model:value="activeWizardStep">
           <StepList>
-            <Step :value="0">Parent experiment and context</Step>
-            <Step :value="1">Score set information</Step>
-            <Step :value="2">Targets</Step>
-            <Step v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 3">Target {{ targetIdx + 1 }}</Step>
-            <Step :value="numTargets + 3">Score Calibration</Step>
-            <Step :value="numTargets + 4">Variant Scores</Step>
+            <Step :value="1">Parent experiment and context</Step>
+            <Step :value="2">Score set information</Step>
+            <Step :value="3">Targets</Step>
+            <Step v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 4">Target {{ targetIdx + 1 }}</Step>
+            <Step :value="numTargets + 4">Score Calibration</Step>
+            <Step :value="numTargets + 5">Variant Scores</Step>
           </StepList>
           <StepPanels>
-            <StepPanel v-slot="{ activateCallback }" :value="0">
+            <StepPanel v-slot="{ activateCallback }" :value="1">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div v-if="experimentUrn && experiment">
@@ -214,7 +214,7 @@
                 </div>
               </div>
             </StepPanel>
-            <StepPanel v-slot="{ activateCallback }" :value="1" >
+            <StepPanel v-slot="{ activateCallback }" :value="2" >
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div v-if="experiment" class="mavedb-wizard-row">
@@ -331,18 +331,24 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <TabView>
-                      <TabPanel header="Edit">
-                        <span class="p-float-label">
-                          <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
-                          <label :for="scopedId('input-methodText')">Methods</label>
-                        </span>
-                      </TabPanel>
-                      <TabPanel header="Preview">
-                        <!-- eslint-disable-next-line vue/no-v-html -->
-                        <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(methodText)"></div>
-                      </TabPanel>
-                    </TabView>
+                    <Tabs value="0">
+                      <TabList>
+                        <Tab value="0"> Edit </Tab>
+                        <Tab value="1"> Preview </Tab>
+                      </TabList>
+                      <TabPanels>
+                        <TabPanel header="Edit" value="0">
+                          <span class="p-float-label">
+                            <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
+                            <label :for="scopedId('input-methodText')">Methods</label>
+                          </span>
+                        </TabPanel>
+                        <TabPanel header="Preview" value="1">
+                          <!-- eslint-disable-next-line vue/no-v-html -->
+                          <div class="mavedb-wizard-rendered-markdown" v-html="markdownToHtml(methodText)"></div>
+                        </TabPanel>
+                      </TabPanels>
+                    </Tabs>
                     <span v-if="validationErrors.methodText" class="mave-field-error">{{
                       validationErrors.methodText
                     }}</span>
@@ -435,7 +441,7 @@
                           v-model="contributors"
                           :add-on-blur="true"
                           :allow-duplicate="false"
-                          placeholder="Type or paste ORCID IDs here."
+                          :placeholder="contributors?.length > 0 ? '' : 'Type or paste ORCID IDs here.'"
                           @add="newContributorsAdded"
                           @keyup.escape="clearContributorSearch"
                         >
@@ -448,6 +454,9 @@
                               </div>
                               <div v-else>{{ slotProps.value.orcidId }}</div>
                             </div>
+                            <div>
+                              <i class="pi pi-times-circle" @click="removeContributor(slotProps.value)"></i>
+                            </div>
                           </template>
                         </Chips>
                         <label :for="scopedId('input-contributors')">Contributors</label>
@@ -480,6 +489,9 @@
                             <div>
                               <div>{{ slotProps.value.identifier }}</div>
                             </div>
+                            <div>
+                              <i class="pi pi-times-circle" @click="removeDoiIdentifier(slotProps.value)"></i>
+                            </div>
                           </template>
                         </Chips>
                         <label :for="scopedId('input-doiIdentifiers')">DOI identifiers</label>
@@ -507,27 +519,29 @@
                           :id="scopedId('input-publicationIdentifiers')"
                           ref="publicationIdentifiersInput"
                           v-model="publicationIdentifiers"
+                          class="p-inputwrapper-filled"
                           :multiple="true"
                           option-label="identifier"
                           :suggestions="publicationIdentifierSuggestionsList"
                           @complete="searchPublicationIdentifiers"
-                          @item-select="acceptNewPublicationIdentifier"
-                          @item-unselect="removePublicationIdentifier"
                           @keyup.escape="clearPublicationIdentifierSearch"
+                          @option-select="acceptNewPublicationIdentifier"
+                          @option-unselect="removePublicationIdentifier"
                         >
                           <template #chip="slotProps">
-                            <div>
+                            <div class="p-inputchips-chip-item">
+                              {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
                               <div>
-                                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
+                                <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value)"></i>
                               </div>
                             </div>
                           </template>
-                          <template #item="slotProps">
+                          <template #option="slotProps">
                             <div>
-                              <div>Title: {{ slotProps.item.title }}</div>
-                              <div>DOI: {{ slotProps.item.doi }}</div>
-                              <div>Identifier: {{ slotProps.item.identifier }}</div>
-                              <div>Database: {{ slotProps.item.dbName }}</div>
+                              <div>Title: {{ slotProps.option.title }}</div>
+                              <div>DOI: {{ slotProps.option.doi }}</div>
+                              <div>Identifier: {{ slotProps.option.identifier }}</div>
+                              <div>Database: {{ slotProps.option.dbName }}</div>
                             </div>
                           </template>
                         </AutoComplete>
@@ -614,8 +628,7 @@
                 </div>
               </div>
             </StepPanel>
-
-            <StepPanel v-slot="{ activateCallback }" :value="2" >
+            <StepPanel v-slot="{ activateCallback }" :value="3" >
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div class="mavedb-wizard-row">
@@ -725,7 +738,7 @@
                 </div>
               </div>
             </StepPanel>
-            <StepPanel v-slot="{ activateCallback }" v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 3">
+            <StepPanel v-for="(targetNum, targetIdx) in numTargets" v-slot="{ activateCallback }" :key="targetIdx" :value="targetIdx + 4">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div v-if="isTargetSequence" class="mavedb-wizard-row">
@@ -745,16 +758,17 @@
                         v-model="createdTargetGenes[targetIdx].autofilledTargetGene"
                         field="name"
                         :force-selection="true"
+                        option-label="name"
                         :suggestions="targetGeneSuggestionsList"
                         @complete="searchTargetGenes"
-                        @item-select="autofillFromExistingTarget($event, targetIdx)"
+                        @option-select="autofillFromExistingTarget($event, targetIdx)"
                       >
-                        <template #item="slotProps">
+                        <template #option="slotProps">
                           <div>
-                            <div>Name: {{ slotProps.item.name }}</div>
-                            <div>Category: {{ textForTargetGeneCategory(slotProps.item.category) }}</div>
+                            <div>Name: {{ slotProps.option.name }}</div>
+                            <div>Category: {{ textForTargetGeneCategory(slotProps.option.category) }}</div>
                             <div
-                              v-for="externalIdentifier of slotProps.item.externalIdentifiers"
+                              v-for="externalIdentifier of slotProps.option.externalIdentifiers"
                               :key="externalIdentifier.identifier"
                             >
                               {{ externalIdentifier.identifier.dbName }}:
@@ -874,10 +888,11 @@
                             v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].identifier"
                             field="identifier"
                             :force-selection="false"
+                            option-label="identifier"
                             style="width: 100%"
                             :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
-                            @change="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
                             @complete="searchTargetGeneIdentifiers(dbName, $event)"
+                            @update:model-value="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
                           />
                           <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
                             >{{ dbName }} identifier</label
@@ -936,16 +951,17 @@
                           field="organismName"
                           force-selection
                           :multiple="false"
+                          option-label="organismName"
                           :options="taxonomies"
                           style="width: 100%"
                           :suggestions="taxonomySuggestionsList"
                           @complete="searchTaxonomies"
                           @keyup.escape="clearTaxonomySearch"
                         >
-                          <template #item="slotProps">
-                            {{ slotProps.item.code }} - {{ slotProps.item.organismName }}
-                            <template v-if="slotProps.item.commonName !== 'NULL' && slotProps.item.commonName !== null"
-                              >/ {{ slotProps.item.commonName }}</template
+                          <template #option="slotProps">
+                            {{ slotProps.option.code }} - {{ slotProps.option.organismName }}
+                            <template v-if="slotProps.option.commonName !== 'NULL' && slotProps.option.commonName !== null"
+                              >/ {{ slotProps.option.commonName }}</template
                             >
                           </template>
                         </AutoComplete>
@@ -1183,8 +1199,7 @@
                 </div>
               </div>
             </StepPanel>
-
-            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 3">
+            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 4">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div class="mavedb-wizard-row">
@@ -1234,8 +1249,7 @@
                 </div>
               </div>
             </StepPanel>
-
-            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 4">
+            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 5">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div class="mavedb-wizard-row">
@@ -1653,10 +1667,10 @@ export default {
     minTargetGeneStepWithError: Infinity,
 
     /** The currently active step. */
-    activeWizardStep: 0,
+    activeWizardStep: 1,
 
     /** The highest step that the user has entered. This can be used to prevent the user from jumping ahead. */
-    maxWizardStepEntered: 0,
+    maxWizardStepEntered: 1,
 
     stepFields: [
       ['experiment', 'supersededScoreSetUrn', 'metaAnalyzesScoreSetUrns'],
@@ -1682,7 +1696,7 @@ export default {
       const numSteps = 5 + this.numTargets
       // This yields the index of the maximum step validated, -1 if step 0 is not valid, and -2 if all steps are valid.
       const maxStepValidated = _.findIndex(_.range(0, numSteps), (step) => !this.validateWizardStep(step)) - 1
-      return maxStepValidated == -2 ? numSteps - 1 : maxStepValidated
+      return maxStepValidated == -2 ? numSteps - 1 : maxStepValidated + 1
     },
 
     targetGeneIdentifierSuggestionsList: function () {
@@ -1744,7 +1758,7 @@ export default {
           if (response.status == 200) {
             this.experiment = response.data
             this.populateExperimentMetadata({value: this.experiment})
-            this.activeWizardStep = 0
+            this.activeWizardStep = 1
           } else {
             this.$toast.add({severity: 'error', summary: `Could not fetch experiment with urn ${this.experimentUrn}`})
           }
@@ -2227,7 +2241,7 @@ export default {
     },
 
     externalTargetIdentifierChanged: function (dbName, targetIdx, event) {
-      this.addDefaultOffset(this.dbName, targetIdx)
+      this.addDefaultOffset(dbName, targetIdx)
       this.externalIdentifierTextToObject(dbName, targetIdx, event)
     },
 
@@ -2272,15 +2286,32 @@ export default {
       }
     },
 
-    removePublicationIdentifier: function (event) {
+    removePublicationIdentifier: function (value) {
+      const removedIdentifier = value.identifier
+      const publicationIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
+      if (publicationIdx != -1) {
+        this.publicationIdentifiers.splice(publicationIdx, 1)
+      }
       // If we are removing a primary publication identifier, also remove it from that list.
-      const removedIdentifier = event.value.identifier
       const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
       if (primaryIdx != -1) {
         this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
       }
     },
 
+    removeContributor: function (contributor) {
+      const index = this.contributors.findIndex(c => c.orcidId === contributor.orcidId)
+      if (index !== -1) {
+        this.contributors.splice(index, 1)
+      }
+    },
+    removeDoiIdentifier: function (doiIdentifier) {
+      const index = this.doiIdentifiers.findIndex(d => d.identifier === doiIdentifier.identifier)
+      if (index !== -1) {
+        this.doiIdentifiers.splice(index, 1)
+      }
+    },
+
     clearPublicationIdentifierSearch: function () {
       // This could change with a new Primevue version.
       const input = this.$refs.publicationIdentifiersInput
@@ -2538,9 +2569,9 @@ export default {
       this.validationErrors = {}
 
       // set form to step 0
-      this.activeWizardStep = 0
+      this.activeWizardStep = 1
       this.maxWizardStepValidated = 0
-      this.maxWizardStepEntered = 0
+      this.maxWizardStepEntered = 1
     },
 
     resetTarget: function (targetIdx) {

From 8ea61b56eeba860567f09852bf8f428291479f8d Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 12:00:17 -0800
Subject: [PATCH 032/157] Replace TabView with Tabs component on
 ExperimentEditor screen

---
 src/components/screens/ExperimentEditor.vue | 70 +++++++++++++--------
 1 file changed, 44 insertions(+), 26 deletions(-)

diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 2ee9e08b..469631d2 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -184,35 +184,47 @@
                 }}</span>
               </div>
               <div class="field">
-                <TabView>
-                  <TabPanel header="Edit">
-                    <span class="p-float-label">
-                      <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="4" />
-                      <label :for="scopedId('input-abstractText')">Abstract</label>
-                    </span>
-                  </TabPanel>
-                  <TabPanel header="Preview">
-                    <!-- eslint-disable-next-line vue/no-v-html -->
-                    <div v-html="markdownToHtml(abstractText)"></div>
-                  </TabPanel>
-                </TabView>
+                <Tabs value="0">
+                  <TabList>
+                    <Tab value="0">Edit</Tab>
+                    <Tab value="1">Preview</Tab>
+                  </TabList>
+                  <TabPanels>
+                    <TabPanel header="Edit" value="0">
+                      <span class="p-float-label">
+                        <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="4" />
+                        <label :for="scopedId('input-abstractText')">Abstract</label>
+                      </span>
+                    </TabPanel>
+                    <TabPanel header="Preview" value="1">
+                      <!-- eslint-disable-next-line vue/no-v-html -->
+                      <div v-html="markdownToHtml(abstractText)"></div>
+                    </TabPanel>
+                  </TabPanels>
+                </Tabs>
                 <span v-if="validationErrors.abstractText" class="mave-field-error">{{
                   validationErrors.abstractText
                 }}</span>
               </div>
               <div class="field">
-                <TabView>
-                  <TabPanel header="Edit">
-                    <span class="p-float-label">
-                      <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="4" />
-                      <label :for="scopedId('input-methodText')">Methods</label>
-                    </span>
-                  </TabPanel>
-                  <TabPanel header="Preview">
-                    <!-- eslint-disable-next-line vue/no-v-html -->
-                    <div v-html="markdownToHtml(methodText)"></div>
-                  </TabPanel>
-                </TabView>
+                <Tabs value="0">
+                  <TabList>
+                    <Tab value="0">Edit</Tab>
+                    <Tab value="1">Preview</Tab>
+                  </TabList>
+                  <TabPanels>
+                    <TabPanel header="Edit" value="0">
+                      <span class="p-float-label">
+                        <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="4" />
+                        <label :for="scopedId('input-methodText')">Methods</label>
+                      </span>
+                    </TabPanel>
+                    <TabPanel header="Preview" value="1">
+                      <!-- eslint-disable-next-line vue/no-v-html -->
+                      <div v-html="markdownToHtml(methodText)"></div>
+                    </TabPanel>
+                  </TabPanels>
+                </Tabs>
                 <span v-if="validationErrors.methodText" class="mave-field-error">{{
                   validationErrors.methodText
                 }}</span>
@@ -411,8 +423,11 @@ import Multiselect from 'primevue/multiselect'
 import FileUpload from 'primevue/fileupload'
 import InputText from 'primevue/inputtext'
 import ProgressSpinner from 'primevue/progressspinner'
+import Tabs from 'primevue/tabs'
+import TabList from 'primevue/tablist'
+import TabPanels from 'primevue/tabpanels'
+import Tab from 'primevue/tab'
 import TabPanel from 'primevue/tabpanel'
-import TabView from 'primevue/tabview'
 import Textarea from 'primevue/textarea'
 import {useHead} from '@unhead/vue'
 
@@ -527,7 +542,10 @@ export default {
     InputText,
     ProgressSpinner,
     TabPanel,
-    TabView,
+    Tabs,
+    TabList,
+    TabPanels,
+    Tab,
     Textarea
   },
 

From 3d12bdc79d6f0f8a3603fa62e3b694b74efcbfac Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 12:10:26 -0800
Subject: [PATCH 033/157] Replace InputSwitch with ToggleSwitch on ScoreSetView
 and update ORCiD elements to display on one line

---
 src/components/ScoreSetSecondaryMetadata.vue |  6 +++---
 src/components/screens/CollectionView.vue    | 10 +++++-----
 src/components/screens/ScoreSetView.vue      |  6 +++---
 3 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/src/components/ScoreSetSecondaryMetadata.vue b/src/components/ScoreSetSecondaryMetadata.vue
index ea3f0f45..cc56738e 100644
--- a/src/components/ScoreSetSecondaryMetadata.vue
+++ b/src/components/ScoreSetSecondaryMetadata.vue
@@ -2,7 +2,7 @@
   <div v-if="scoreSet.creationDate">
     Created {{ formatDate(scoreSet.creationDate) }}
     <span v-if="scoreSet.createdBy">
-      <a :href="`https://orcid.org/${scoreSet.createdBy.orcidId}`" target="blank"
+      <a class="flex items-center gap-1" :href="`https://orcid.org/${scoreSet.createdBy.orcidId}`" target="blank"
         ><img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />{{ scoreSet.createdBy.firstName }}
         {{ scoreSet.createdBy.lastName }}</a
       ></span
@@ -11,7 +11,7 @@
   <div v-if="scoreSet.modificationDate">
     Last updated {{ formatDate(scoreSet.modificationDate) }}
     <span v-if="scoreSet.modifiedBy">
-      <a :href="`https://orcid.org/${scoreSet.modifiedBy.orcidId}`" target="blank"
+      <a class="flex items-center gap-1" :href="`https://orcid.org/${scoreSet.modifiedBy.orcidId}`" target="blank"
         ><img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />{{ scoreSet.modifiedBy.firstName }}
         {{ scoreSet.modifiedBy.lastName }}</a
       ></span
@@ -22,7 +22,7 @@
     <a
       v-for="contributor in contributors"
       :key="contributor.orcidId"
-      class="mavedb-contributor"
+      class="mavedb-contributor flex items-center gap-1"
       :href="`https://orcid.org/${contributor.orcidId}`"
       target="blank"
     >
diff --git a/src/components/screens/CollectionView.vue b/src/components/screens/CollectionView.vue
index 0bbddfcb..177461cf 100644
--- a/src/components/screens/CollectionView.vue
+++ b/src/components/screens/CollectionView.vue
@@ -94,7 +94,7 @@
         <div v-if="item.creationDate">
           Created {{ formatDate(item.creationDate) }}
           <span v-if="item.createdBy">
-            <a :href="`https://orcid.org/${item.createdBy.orcidId}`" target="_blank"
+            <a class="flex items-center gap-1" :href="`https://orcid.org/${item.createdBy.orcidId}`" target="_blank"
               ><img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />{{ item.createdBy.firstName }}
               {{ item.createdBy.lastName }}</a
             ></span
@@ -103,7 +103,7 @@
         <div v-if="item.modificationDate">
           Last updated {{ formatDate(item.modificationDate) }}
           <span v-if="item.modifiedBy">
-            <a :href="`https://orcid.org/${item.modifiedBy.orcidId}`" target="_blank">
+            <a class="flex items-center gap-1" :href="`https://orcid.org/${item.modifiedBy.orcidId}`" target="_blank">
               <img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />
               {{ item.modifiedBy.firstName }} {{ item.modifiedBy.lastName }}
             </a>
@@ -155,7 +155,7 @@
           <div class="mave-collection-contributors-subsection-title">Admins</div>
           <ul v-if="item.admins.length > 0">
             <div v-for="admin in item.admins" :key="admin">
-              <a :href="`https://orcid.org/${admin.orcidId}`" target="_blank">
+              <a class="flex items-center gap-1" :href="`https://orcid.org/${admin.orcidId}`" target="_blank">
                 <img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />
                 {{ admin.firstName }} {{ admin.lastName }}
               </a>
@@ -167,7 +167,7 @@
           <div class="mave-collection-contributors-subsection-title">Editors</div>
           <ul v-if="item.editors.length > 0">
             <div v-for="editor in item.editors" :key="editor">
-              <a :href="`https://orcid.org/${editor.orcidId}`" target="_blank">
+              <a class="flex items-center gap-1" :href="`https://orcid.org/${editor.orcidId}`" target="_blank">
                 <img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />
                 {{ editor.firstName }} {{ editor.lastName }}
               </a>
@@ -179,7 +179,7 @@
           <div class="mave-collection-contributors-subsection-title">Viewers</div>
           <ul v-if="item.viewers.length > 0">
             <div v-for="viewer in item.viewers" :key="viewer">
-              <a :href="`https://orcid.org/${viewer.orcidId}`" target="_blank">
+              <a class="flex items-center gap-1" :href="`https://orcid.org/${viewer.orcidId}`" target="_blank">
                 <img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />
                 {{ viewer.firstName }} {{ viewer.lastName }}
               </a>
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 9f2b6329..1b63ada6 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -71,7 +71,7 @@
             <span :class="clinicalMode ? 'mavedb-clinical-mode-option-off' : 'mavedb-clinical-mode-option-on'"
               >Raw data</span
             >
-            <InputSwitch
+            <ToggleSwitch
               v-model="clinicalMode"
               :aria-label="`Click to change to ${clinicalMode ? 'raw data' : 'clinical view'}.`"
             />
@@ -406,7 +406,7 @@ import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Checkbox from 'primevue/checkbox'
 import Dialog from 'primevue/dialog'
-import InputSwitch from 'primevue/inputswitch'
+import ToggleSwitch from 'primevue/toggleswitch'
 import ProgressSpinner from 'primevue/progressspinner'
 import ProgressBar from 'primevue/progressbar'
 import PrimeDialog from 'primevue/dialog'
@@ -458,7 +458,7 @@ export default {
     CollectionBadge,
     DefaultLayout,
     Dialog,
-    InputSwitch,
+    ToggleSwitch,
     ItemNotFound,
     PageLoading,
     ProgressBar,

From b4e1017ef14c9c9fe438dd9f05c9c07516d88a22 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 12:33:54 -0800
Subject: [PATCH 034/157] Update ScoreSetEditor to resolve issues related to
 PrimeVue4 migration

---
 src/components/screens/ScoreSetCreator.vue |  1 -
 src/components/screens/ScoreSetEditor.vue  | 46 ++++++++++++++++------
 2 files changed, 34 insertions(+), 13 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index fa89dd69..bb64897a 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -526,7 +526,6 @@
                           @complete="searchPublicationIdentifiers"
                           @keyup.escape="clearPublicationIdentifierSearch"
                           @option-select="acceptNewPublicationIdentifier"
-                          @option-unselect="removePublicationIdentifier"
                         >
                           <template #chip="slotProps">
                             <div class="p-inputchips-chip-item">
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index f04509df..53a601c7 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -195,7 +195,10 @@
                     >
                       <template #chip="slotProps">
                         <div>
-                          <span>{{ slotProps.value.identifier }}</span>
+                          <div>{{ slotProps.value.identifier }}</div>
+                        </div>
+                        <div>
+                          <i class="pi pi-times-circle" @click="removeDoiIdentifier(slotProps.value)"></i>
                         </div>
                       </template>
                     </Chips>
@@ -211,25 +214,28 @@
                       :id="scopedId('input-publicationIdentifiers')"
                       ref="publicationIdentifiersInput"
                       v-model="publicationIdentifiers"
+                      class="p-inputwrapper-filled"
                       :multiple="true"
                       option-label="identifier"
                       :suggestions="publicationIdentifierSuggestionsList"
                       @complete="searchPublicationIdentifiers"
-                      @item-select="acceptNewPublicationIdentifier"
-                      @item-unselect="removePublicationIdentifier"
                       @keyup.escape="clearPublicationIdentifierSearch"
+                      @option-select="acceptNewPublicationIdentifier"
                     >
                       <template #chip="slotProps">
-                        <div>
-                          <div>{{ slotProps.value.identifier }}</div>
+                        <div class="p-inputchips-chip-item">
+                          {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
+                          <div>
+                            <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value)"></i>
+                          </div>
                         </div>
                       </template>
-                      <template #item="slotProps">
+                      <template #option="slotProps">
                         <div>
-                          <div>Title: {{ slotProps.item.title }}</div>
-                          <div>DOI: {{ slotProps.item.doi }}</div>
-                          <div>Identifier: {{ slotProps.item.identifier }}</div>
-                          <div>Database: {{ slotProps.item.dbName }}</div>
+                          <div>Title: {{ slotProps.option.title }}</div>
+                          <div>DOI: {{ slotProps.option.doi }}</div>
+                          <div>Identifier: {{ slotProps.option.identifier }}</div>
+                          <div>Database: {{ slotProps.option.dbName }}</div>
                         </div>
                       </template>
                     </AutoComplete>
@@ -245,6 +251,7 @@
                       :id="scopedId('input-primaryPublicationIdentifiers')"
                       ref="primaryPublicationIdentifiersInput"
                       v-model="primaryPublicationIdentifiers"
+                      class="p-inputwrapper-filled"
                       option-label="identifier"
                       :options="publicationIdentifiers"
                       placeholder="Select a primary publication (Where the dataset is described)"
@@ -1562,6 +1569,13 @@ export default {
       input.$refs.input.value = ''
     },
 
+    removeDoiIdentifier: function (doiIdentifier) {
+      const index = this.doiIdentifiers.findIndex(d => d.identifier === doiIdentifier.identifier)
+      if (index !== -1) {
+        this.doiIdentifiers.splice(index, 1)
+      }
+    },
+
     acceptNewPublicationIdentifier: function () {
       // Assume the newest value is the right-most one. That seems to always be true in this version of PrimeVue, but it
       // might change in the future.
@@ -1579,9 +1593,13 @@ export default {
       }
     },
 
-    removePublicationIdentifier: function (event) {
+    removePublicationIdentifier: function (value) {
+      const removedIdentifier = value.identifier
+      const publicationIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
+      if (publicationIdx != -1) {
+        this.publicationIdentifiers.splice(publicationIdx, 1)
+      }
       // If we are removing a primary publication identifier, also remove it from that list.
-      const removedIdentifier = event.value.identifier
       const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
       if (primaryIdx != -1) {
         this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
@@ -1602,6 +1620,10 @@ export default {
       }
     },
 
+    truncatePublicationTitle: function (title) {
+      return title.length > 50 ? title.slice(0, 50) + '...' : title
+    },
+
     acceptNewTargetGeneIdentifier: function (dbName) {
       const input = this.$refs[`${dbName.toLowerCase()}IdentifierInput`][0]
       const searchText = (input.modelValue || '').trim()

From 2359fdd7bde36f7ad1b6b1a2f529dd5740868a38 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 12:53:54 -0800
Subject: [PATCH 035/157] Replace InputSwitch with ToggleSwitch in
 CalibrationEditor and Primevue migration-related style changes

---
 src/components/CalibrationEditor.vue | 38 ++++++++++++++--------------
 1 file changed, 19 insertions(+), 19 deletions(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index b00ef757..805ebe3c 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -9,12 +9,12 @@
         </div>
         <div class="mavedb-wizard-content">
           <span class="p-float-label">
-            <Dropdown
+            <Select
               :id="scopedId('input-containing-score-set')"
               v-model="selectedScoreSet"
+              class="w-full"
               option-label="title"
               :options="editableScoreSets"
-              style="width: 100%"
             >
               <template #option="slotProps">
                 <div>
@@ -22,7 +22,7 @@
                   <div>Description: {{ slotProps.option.shortDescription }}</div>
                 </div>
               </template>
-            </Dropdown>
+            </Select>
             <label :for="scopedId('input-containing-score-set')">Score Set</label>
           </span>
           <span v-if="validationErrors['scoreSetUrn']" class="mave-field-error">{{
@@ -118,11 +118,11 @@
           <div>
             Functional Range {{ rangeIdx + 1 }}
             <PrimeButton
+              class="float-right ml-2"
               icon="pi pi-times"
               rounded
               severity="danger"
-              style="float: right"
-              text
+              size="small"
               @click="removeFunctionalRange(rangeIdx)"
             />
           </div>
@@ -293,7 +293,7 @@
           </div>
         </div>
         <div class="mavedb-wizard-content">
-          <InputSwitch
+          <ToggleSwitch
             v-model="functionalRangeHelpers[rangeIdx].isProvidingClassification"
             :aria-labelledby="scopedId('input-investigatorIsProvidingClassification')"
             @change="updateClassificationValuesBasedOnRangeInformation(rangeIdx)"
@@ -320,24 +320,24 @@
         </div>
         <div class="mavedb-wizard-content">
           <InputGroup>
-            <span class="p-float-label">
-              <Dropdown
+            <span class="p-float-label w-full">
+              <Select
                 v-model="rangeObj.acmgClassification.criterion"
                 :aria-labelledby="scopedId('input-investigatorProvidedOddsPathEvidence')"
+                class="w-full"
                 disabled
                 :options="criterions"
-                style="width: 25%"
               />
               <label :for="scopedId('input-investigatorProvidedOddspathsCriterion')">Criterion</label>
             </span>
-            <span class="p-float-label">
-              <Dropdown
+            <span class="p-float-label w-full">
+              <Select
                 v-model="rangeObj.acmgClassification.evidenceStrength"
                 :aria-labelledby="scopedId('input-investigatorProvidedOddsPathEvidence')"
+                class="w-full"
                 option-label="label"
                 option-value="value"
                 :options="evidenceStrengths"
-                style="width: 75%"
               />
               <label :for="scopedId('input-investigatorProvidedOddsPathEvidence')">Evidence Strength</label>
             </span>
@@ -363,7 +363,7 @@
           <label :id="scopedId('input-investigatorIsProvidingOddsPath')">Provide OddsPaths?</label>
         </div>
         <div class="mavedb-wizard-content">
-          <InputSwitch
+          <ToggleSwitch
             v-model="functionalRangeHelpers[rangeIdx].isProvidingOddspaths"
             :aria-labelledby="scopedId('input-investigatorIsProvidingOddsPath')"
           />
@@ -414,7 +414,7 @@
         </div>
       </div>
       <div class="mavedb-wizard-content">
-        <InputSwitch v-model="draft.researchUseOnly" />
+        <ToggleSwitch v-model="draft.researchUseOnly" />
         <div class="mavedb-switch-value">
           {{
             draft.researchUseOnly
@@ -575,13 +575,13 @@ import useScopedId from '@/composables/scoped-id'
 import useAuth from '@/composition/auth'
 import axios from 'axios'
 import SelectButton from 'primevue/selectbutton'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import {reactive, ref} from 'vue'
 import type {PropType} from 'vue'
 import InputText from 'primevue/inputtext'
 import PrimeButton from 'primevue/button'
 import PrimeTextarea from 'primevue/textarea'
-import InputSwitch from 'primevue/inputswitch'
+import ToggleSwitch from 'primevue/toggleswitch'
 import AutoComplete from 'primevue/autocomplete'
 import useItems from '@/composition/items'
 import {FontAwesomeIcon} from '@fortawesome/vue-fontawesome'
@@ -615,14 +615,14 @@ export default {
     InputText,
     PrimeButton,
     PrimeTextarea,
-    InputSwitch,
+    ToggleSwitch,
     AutoComplete,
     FontAwesomeIcon,
     InputGroup,
     InputGroupAddon,
     InputNumber,
     SelectButton,
-    Dropdown
+    Select
   },
 
   props: {
@@ -1225,7 +1225,7 @@ export default {
 }
 
 /* Switches */
-.p-inputswitch {
+.p-toggleswitch {
   margin: 10px 0;
   vertical-align: middle;
 }

From 5697ed14ce251913ca3b8d989e649c152280b5b7 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 13:14:29 -0800
Subject: [PATCH 036/157] Add missing ul element to ExperimentView screen

---
 src/components/screens/ExperimentView.vue | 64 ++++++++++++-----------
 1 file changed, 33 insertions(+), 31 deletions(-)

diff --git a/src/components/screens/ExperimentView.vue b/src/components/screens/ExperimentView.vue
index 662be2d9..da92ec8c 100644
--- a/src/components/screens/ExperimentView.vue
+++ b/src/components/screens/ExperimentView.vue
@@ -136,40 +136,42 @@
         <div v-if="item.keywords && Object.keys(item.keywords).length > 0">
           <div class="mave-score-set-section-title">Keywords</div>
           <div class="mave-score-set-keywords">
-            <li v-for="(keyword, index) in item.keywords" :key="index">
-              {{ keyword.keyword.key }}
-              <!--Present local database keyword description-->
-              <i class="pi pi-info-circle" style="color: green; cursor: pointer" @click="showDialog(index)" />
-              <Dialog
-                v-model:visible="dialogVisible[index]"
-                :breakpoints="{'1199px': '75vw', '575px': '90vw'}"
-                :header="keyword.keyword.key"
-                modal
-                :style="{width: '50vw'}"
-              >
-                <p class="m-0">
-                  {{ keyword.keyword.description }}
-                </p>
-              </Dialog>
-              :
-              <a :href="`${config.appBaseUrl}/search?keywords=${keyword.keyword.label}`">{{ keyword.keyword.label }}</a>
-              <div v-if="keyword.keyword.code" class="field">
-                {{ keyword.keyword.code }}
-              </div>
-              <!--Present user's description-->
-              <div v-if="keyword.description" class="field">
-                <div v-if="keyword.description.length >= 300">
-                  <div v-if="!fullDescription[index]">
-                    {{ keyword.description.substring(0, 300) + '....' }}
+            <ul class="list-disc pl-4">
+              <li v-for="(keyword, index) in item.keywords" :key="index">
+                {{ keyword.keyword.key }}
+                <!--Present local database keyword description-->
+                <i class="pi pi-info-circle" style="color: green; cursor: pointer" @click="showDialog(index)" />
+                <Dialog
+                  v-model:visible="dialogVisible[index]"
+                  :breakpoints="{'1199px': '75vw', '575px': '90vw'}"
+                  :header="keyword.keyword.key"
+                  modal
+                  :style="{width: '50vw'}"
+                >
+                  <p class="m-0">
+                    {{ keyword.keyword.description }}
+                  </p>
+                </Dialog>
+                :
+                <a :href="`${config.appBaseUrl}/search?keywords=${keyword.keyword.label}`">{{ keyword.keyword.label }}</a>
+                <div v-if="keyword.keyword.code" class="field">
+                  {{ keyword.keyword.code }}
+                </div>
+                <!--Present user's description-->
+                <div v-if="keyword.description" class="field">
+                  <div v-if="keyword.description.length >= 300">
+                    <div v-if="!fullDescription[index]">
+                      {{ keyword.description.substring(0, 300) + '....' }}
+                    </div>
+                    <div v-else>{{ keyword.description }}</div>
+                    <Button class="p-button-text p-button-sm p-button-info" @click="showFullDescription(index)">
+                      {{ fullDescription[index] ? 'Show less' : 'Show all' }}
+                    </Button>
                   </div>
                   <div v-else>{{ keyword.description }}</div>
-                  <Button class="p-button-text p-button-sm p-button-info" @click="showFullDescription(index)">
-                    {{ fullDescription[index] ? 'Show less' : 'Show all' }}
-                  </Button>
                 </div>
-                <div v-else>{{ keyword.description }}</div>
-              </div>
-            </li>
+              </li>
+            </ul>
           </div>
         </div>
         <div class="mave-score-set-section-title">Scoreset Targets</div>

From 47f8793e257b7547eb8fa5b6fba9f4c035e186c7 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 13:15:11 -0800
Subject: [PATCH 037/157] Replace deprecated PrimeVue components in
 ScoreSetPreviewTable and ScoreSetView

---
 src/components/ScoreSetPreviewTable.vue | 127 +++++++++++++-----------
 src/components/screens/ScoreSetView.vue |  38 ++++---
 2 files changed, 90 insertions(+), 75 deletions(-)

diff --git a/src/components/ScoreSetPreviewTable.vue b/src/components/ScoreSetPreviewTable.vue
index bb6aa0d1..a4350d57 100644
--- a/src/components/ScoreSetPreviewTable.vue
+++ b/src/components/ScoreSetPreviewTable.vue
@@ -4,71 +4,80 @@
     file on the top page if you want to read the whole variants list.
   </div>
   <br />
-  <TabView>
-    <TabPanel header="Scores">
-      <div style="overflow-y: scroll; overflow-x: scroll">
-        <DataTable :show-gridlines="true" :striped-rows="true" :value="scoresTableData">
-          <Column
-            v-for="column of scoreColumns.slice(0, numTextColsInScoresTable)"
-            :key="column"
-            :field="column"
-            :header="column"
-            header-style="background-color: #a1d8c8; font-weight: bold;"
-            style="overflow: hidden"
-          >
-            <!--:frozen="columnIsAllNa(scoresTable, column)"-->
-            <template #body="scoresTable">{{ scoresTable.data[column] }}</template>
-          </Column>
-          <Column
-            v-for="column of scoreColumns.slice(numTextColsInScoresTable, scoreColumns.length)"
-            :key="column"
-            :field="column"
-            :header="column"
-            header-style="background-color: #a1d8c8; font-weight: bold;"
-            style="overflow: hidden"
-          >
-            <template #body="scoresTable">{{ convertToThreeDecimal(scoresTable.data[column]) }}</template>
-          </Column>
-        </DataTable>
-      </div>
-    </TabPanel>
-    <TabPanel header="Counts">
-      <div style="overflow-y: scroll; overflow-x: scroll">
-        <template v-if="!countsTableData || countsTableData.length === 0"> No count data available. </template>
-        <DataTable v-else :show-gridlines="true" :striped-rows="true" :value="countsTableData">
-          <Column
-            v-for="column of countColumns.slice(0, numTextColsInScoresTable)"
-            :key="column"
-            :field="column"
-            :header="column"
-            header-style="background-color: #a1d8c8; font-weight: bold;"
-            style="overflow: hidden"
-          >
-            <!--:frozen="columnIsAllNa(countsTable, column)" bodyStyle="text-align:left"-->
-            <template #body="countsTable">{{ countsTable.data[column] }}</template>
-            <!--:style="{overflow: 'hidden'}"-->
-          </Column>
-          <Column
-            v-for="column of countColumns.slice(numTextColsInScoresTable, countColumns.length)"
-            :key="column"
-            :field="column"
-            :header="column"
-            header-style="background-color: #a1d8c8; font-weight: bold;"
-            style="overflow: hidden"
-          >
-            <template #body="countsTable">{{ convertToThreeDecimal(countsTable.data[column]) }}</template>
-          </Column>
-        </DataTable>
-      </div>
-    </TabPanel>
-  </TabView>
+  <Tabs value="0">
+    <TabList>
+      <Tab value="0">Scores</Tab>
+      <Tab value="1">Counts</Tab>
+    </TabList>
+    <TabPanels>
+      <TabPanel header="Scores" value="0">
+        <div style="overflow-y: scroll; overflow-x: scroll">
+          <DataTable :show-gridlines="true" :striped-rows="true" :value="scoresTableData">
+            <Column
+              v-for="column of scoreColumns.slice(0, numTextColsInScoresTable)"
+              :key="column"
+              :field="column"
+              :header="column"
+              header-style="background-color: #a1d8c8; font-weight: bold;"
+              style="overflow: hidden"
+            >
+              <!--:frozen="columnIsAllNa(scoresTable, column)"-->
+              <template #body="scoresTable">{{ scoresTable.data[column] }}</template>
+            </Column>
+            <Column
+              v-for="column of scoreColumns.slice(numTextColsInScoresTable, scoreColumns.length)"
+              :key="column"
+              :field="column"
+              :header="column"
+              header-style="background-color: #a1d8c8; font-weight: bold;"
+              style="overflow: hidden"
+            >
+              <template #body="scoresTable">{{ convertToThreeDecimal(scoresTable.data[column]) }}</template>
+            </Column>
+          </DataTable>
+        </div>
+      </TabPanel>
+      <TabPanel header="Counts" value="1">
+        <div style="overflow-y: scroll; overflow-x: scroll">
+          <template v-if="!countsTableData || countsTableData.length === 0"> No count data available. </template>
+          <DataTable v-else :show-gridlines="true" :striped-rows="true" :value="countsTableData">
+            <Column
+              v-for="column of countColumns.slice(0, numTextColsInScoresTable)"
+              :key="column"
+              :field="column"
+              :header="column"
+              header-style="background-color: #a1d8c8; font-weight: bold;"
+              style="overflow: hidden"
+            >
+              <!--:frozen="columnIsAllNa(countsTable, column)" bodyStyle="text-align:left"-->
+              <template #body="countsTable">{{ countsTable.data[column] }}</template>
+              <!--:style="{overflow: 'hidden'}"-->
+            </Column>
+            <Column
+              v-for="column of countColumns.slice(numTextColsInScoresTable, countColumns.length)"
+              :key="column"
+              :field="column"
+              :header="column"
+              header-style="background-color: #a1d8c8; font-weight: bold;"
+              style="overflow: hidden"
+            >
+              <template #body="countsTable">{{ convertToThreeDecimal(countsTable.data[column]) }}</template>
+            </Column>
+          </DataTable>
+        </div>
+      </TabPanel>
+    </TabPanels>
+  </Tabs>
 </template>
 
 <script lang="ts" setup>
 import axios from 'axios'
 import Column from 'primevue/column'
 import DataTable from 'primevue/datatable'
-import TabView from 'primevue/tabview'
+import Tabs from 'primevue/tabs'
+import TabList from 'primevue/tablist'
+import Tab from 'primevue/tab'
+import TabPanels from 'primevue/tabpanels'
 import TabPanel from 'primevue/tabpanel'
 import {computed, ref, watch} from 'vue'
 import type {PropType, Ref} from 'vue'
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 1b63ada6..0cb921c3 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -314,26 +314,28 @@
 
         <div id="variants" class="mavedb-score-set-section-title">Variants</div>
         <div v-if="item.processingState == 'failed' && item.processingErrors.detail">
-          <Accordion :active-index="0">
-            <AccordionTab>
-              <template #header>
-                <i class="pi pi-exclamation-triangle" style="font-size: 3em"></i>
-                <div v-if="item.processingErrors.detail" style="margin: 0px 10px; font-weight: bold">
+          <Accordion value="0">
+            <AccordionPanel value="0">
+              <AccordionHeader>
+                <i class="pi pi-exclamation-triangle text-purple-700 text-6xl"></i>
+                <div v-if="item.processingErrors.detail" class="ml-2 mr-auto text-purple-700">
                   Scores and/or counts could not be processed. Please remedy the
                   {{ item.processingErrors.detail.length }} errors below, then try submitting again.
                 </div>
-                <div v-else style="margin: 0px 10px; font-weight: bold">
+                <div v-else class="ml-2 mr-auto text-purple-700">
                   Scores and/or counts could not be processed.
                 </div>
-              </template>
-              <ScrollPanel style="width: 100%; height: 200px">
-                <div v-if="item.processingErrors.detail">
-                  <div v-for="err of item.processingErrors.detail" :key="err">
-                    <span>{{ err }}</span>
+              </AccordionHeader>
+              <AccordionContent>
+                <ScrollPanel style="width: 100%; height: 200px">
+                  <div v-if="item.processingErrors.detail">
+                    <div v-for="err of item.processingErrors.detail" :key="err">
+                      <span>{{ err }}</span>
+                    </div>
                   </div>
-                </div>
-              </ScrollPanel>
-            </AccordionTab>
+                </ScrollPanel>
+              </AccordionContent>
+            </AccordionPanel>
           </Accordion>
         </div>
         <div v-else>
@@ -401,7 +403,9 @@ import axios from 'axios'
 import _ from 'lodash'
 import {marked} from 'marked'
 import Accordion from 'primevue/accordion'
-import AccordionTab from 'primevue/accordiontab'
+import AccordionPanel from 'primevue/accordionpanel'
+import AccordionHeader from 'primevue/accordionheader'
+import AccordionContent from 'primevue/accordioncontent'
 import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Checkbox from 'primevue/checkbox'
@@ -447,7 +451,9 @@ export default {
 
   components: {
     Accordion,
-    AccordionTab,
+    AccordionPanel,
+    AccordionHeader,
+    AccordionContent,
     AssayFactSheet,
     AutoComplete,
     Button,

From 93c865ac034a68d29533b34bba5a9f484e52a6fa Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 14:13:04 -0800
Subject: [PATCH 038/157] Fix ScoreSetCalibrationsView styling issues related
 to Primevue4 migration

---
 src/assets/theme.css                          | 10 +++++++
 .../screens/ScoreSetCalibrationsView.vue      | 29 +++++++++++--------
 2 files changed, 27 insertions(+), 12 deletions(-)

diff --git a/src/assets/theme.css b/src/assets/theme.css
index 4422fb97..0bb253ec 100644
--- a/src/assets/theme.css
+++ b/src/assets/theme.css
@@ -193,6 +193,16 @@
   --purple-700:#6d1b7b;
   --purple-800:#561561;
   --purple-900:#3e1046;
+  --red-50:#fef2f2;
+  --red-100:#fee2e2;
+  --red-200:#fecaca;
+  --red-300:#fca5a5;
+  --red-400:#f87171;
+  --red-500:#ef4444;
+  --red-600:#dc2626;
+  --red-700:#b91c1c;
+  --red-800:#991b1b;
+  --red-900:#7f1d1d;
 }
 
 .p-autocomplete .p-autocomplete-loader {
diff --git a/src/components/screens/ScoreSetCalibrationsView.vue b/src/components/screens/ScoreSetCalibrationsView.vue
index 40da08bd..06dec8cb 100644
--- a/src/components/screens/ScoreSetCalibrationsView.vue
+++ b/src/components/screens/ScoreSetCalibrationsView.vue
@@ -619,6 +619,10 @@ export default {
 .mavedb-calibrations-datatable {
   width: 100%;
 }
+.mavedb-calibrations-datatable :deep(.p-datatable-tbody > tr:nth-child(even)) {
+    background: var(--surface-a);
+}
+
 .mavedb-calibrations-datatable :deep(.p-datatable-thead > tr > th) {
   white-space: nowrap;
 }
@@ -662,6 +666,7 @@ export default {
 }
 .multi-line {
   white-space: normal;
+  margin-top: 0.3em;
   line-height: 1.2;
   max-height: 2.4em;
   display: -webkit-box;
@@ -682,26 +687,26 @@ export default {
 .tag-primary,
 .tag-general-use,
 .tag-published {
-  background: var(--green-100);
-  color: var(--green-700);
-  border: 1px solid var(--green-300);
+  background: var(--green-100) !important;
+  color: var(--green-700) !important;
+  border: 1px solid var(--green-300) !important;
 }
 .tag-non-primary,
 .tag-private,
 .tag-research-use {
-  background: var(--red-100);
-  color: var(--red-700);
-  border: 1px solid var(--red-300);
+  background: var(--red-100) !important;
+  color: var(--red-700) !important;
+  border: 1px solid var(--red-300) !important;
 }
 .tag-investigator-provided {
-  background: var(--blue-100);
-  color: var(--blue-700);
-  border: 1px solid var(--blue-300);
+  background: var(--blue-100) !important;
+  color: var(--blue-700) !important;
+  border: 1px solid var(--blue-300) !important;
 }
 .tag-non-investigator {
-  background: var(--purple-100);
-  color: var(--purple-700);
-  border: 1px solid var(--purple-300);
+  background: var(--purple-100) !important;
+  color: var(--purple-700) !important;
+  border: 1px solid var(--purple-300) !important;
 }
 </style>
 

From d128075b9bbd60d09d314062075e42edb0b7a87e Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 14:47:32 -0800
Subject: [PATCH 039/157] Update Chips component on CollectionDataSetEditor to
 display properly in PrimeVue 4

---
 src/components/CollectionDataSetEditor.vue | 18 +++++++++++++++---
 1 file changed, 15 insertions(+), 3 deletions(-)

diff --git a/src/components/CollectionDataSetEditor.vue b/src/components/CollectionDataSetEditor.vue
index 66fdf760..2fe50a3a 100644
--- a/src/components/CollectionDataSetEditor.vue
+++ b/src/components/CollectionDataSetEditor.vue
@@ -41,7 +41,16 @@
             placeholder="Type or paste comma-separated URNs"
             separator=" "
             @keyup.escape="unvalidatedUrnsToAdd = []"
-          />
+          >
+            <template #chip="slotProps">
+              <div>
+                  <span>{{ slotProps.value }}</span>
+              </div>
+              <div>
+                <i class="pi pi-times-circle" @click="removeUnvalidatedUrnsToAdd(slotProps.value)"></i>
+              </div>
+            </template>
+          </Chips>
           <Button
             class="flex-none mavedb-collection-add-data-set-button"
             icon="pi pi-plus"
@@ -72,7 +81,7 @@
 
 <script>
 import axios from 'axios'
-import _ from 'lodash'
+import _, { remove } from 'lodash'
 import Button from 'primevue/button'
 import Chips from 'primevue/chips'
 import Column from 'primevue/column'
@@ -187,6 +196,10 @@ export default {
       }
     },
 
+    removeUnvalidatedUrnsToAdd: function (urn) {
+      _.remove(this.unvalidatedUrnsToAdd, (item) => item === urn)
+    },
+
     saveChanges: async function () {
       if (this.unvalidatedUrnsToAdd.length > 0) {
         this.unpreparedChangesDialogVisible = true
@@ -295,7 +308,6 @@ export default {
   }
 }
 </script>
-
 <style scoped>
 .mavedb-collection-data-set-editor-button {
   width: fit-content;

From 5ea0a041882a28ed12fee841c0a559c65e334fb1 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 15:04:17 -0800
Subject: [PATCH 040/157] Updating styles on StatisticsView to match prior to
 PrimeVue 4 upgrade

---
 src/assets/app.css                        |  2 +-
 src/components/screens/StatisticsView.vue | 18 +++++++++---------
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/src/assets/app.css b/src/assets/app.css
index d0aaf7ad..ddb2c3b1 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -113,6 +113,6 @@ body .p-button {
   max-width: 75% !important;
 }
 
-.p-tablist-tab-list .p-tab-active {
+.p-tablist-tab-list .p-tab-active, .p-paginator-page-selected {
   background-color: #3f51b51f !important;
 }
diff --git a/src/components/screens/StatisticsView.vue b/src/components/screens/StatisticsView.vue
index a95c8d32..aec7e49c 100644
--- a/src/components/screens/StatisticsView.vue
+++ b/src/components/screens/StatisticsView.vue
@@ -14,10 +14,10 @@
               :value="summaryCarouselOptions"
             >
               <template #item="slotProps">
-                <div class="border-1 surface-border border-round m-2 p-3">
+                <div class="border-1 border-gray-300! surface-border border-round m-2 p-3">
                   <div class="count-container">
-                    <h2 class="count-header">{{ slotProps.data.title }}</h2>
-                    <h1 class="emphasis-number">
+                    <h2 class="count-header font-bold text-2xl my-2">{{ slotProps.data.title }}</h2>
+                    <h1 class="emphasis-number font-bold text-6xl my-5">
                       {{ new Intl.NumberFormat('en-US').format(slotProps.data.statistic) }}
                     </h1>
                     <p class="count-footer">{{ slotProps.data.footer }}</p>
@@ -31,7 +31,7 @@
           <template #content>
             <div class="chart-header">
               <div class="chart-header-item">
-                <h2 style="margin-top: 0; margin-bottom: 0">Database Growth over Time</h2>
+                <h2 class="m-0 font-bold text-2xl">Database Growth over Time</h2>
               </div>
               <div class="chart-header-item" style="margin-right: auto">
                 <SelectButton
@@ -94,9 +94,9 @@
               <template #content>
                 <div class="flowchart-card-element">
                   <span style="text-align: center">
-                    <h1 class="emphasis-number">{{ new Intl.NumberFormat('en-US').format(totalScoreSets) }}</h1>
+                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalScoreSets) }}</h1>
                     total score sets
-                    <h1 class="emphasis-number">{{ new Intl.NumberFormat('en-US').format(totalVariants) }}</h1>
+                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalVariants) }}</h1>
                     variant effect measurements
                   </span>
                 </div>
@@ -109,9 +109,9 @@
               <template #content>
                 <div class="flowchart-card-element">
                   <span style="text-align: center">
-                    <h1 class="emphasis-number">{{ new Intl.NumberFormat('en-US').format(totalHumanScoreSets) }}</h1>
+                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalHumanScoreSets) }}</h1>
                     score sets with human targets
-                    <h1 class="emphasis-number">{{ new Intl.NumberFormat('en-US').format(totalMappedVariants) }}</h1>
+                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalMappedVariants) }}</h1>
                     variant effect measurements mapped to the human genome
                   </span>
                 </div>
@@ -125,7 +125,7 @@
                 <div class="flowchart-card-element">
                   <span style="text-align: center">
                     These variant effect measurements map to
-                    <h1 class="emphasis-number">{{ new Intl.NumberFormat('en-US').format(totalMappedTargetGenes) }}</h1>
+                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalMappedTargetGenes) }}</h1>
                     distinct human genes
                   </span>
                 </div>

From f8b791987b14f74eed61230fbf472c321783efea Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 15 Dec 2025 15:50:36 -0800
Subject: [PATCH 041/157] Fix spacing of elements in nav bar

---
 src/assets/app.css                | 5 +++++
 src/components/layout/Toolbar.vue | 2 +-
 2 files changed, 6 insertions(+), 1 deletion(-)

diff --git a/src/assets/app.css b/src/assets/app.css
index ddb2c3b1..d307e328 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -116,3 +116,8 @@ body .p-button {
 .p-tablist-tab-list .p-tab-active, .p-paginator-page-selected {
   background-color: #3f51b51f !important;
 }
+
+.p-menubar-root-list {
+  gap: 0 !important;
+  margin-left: 1em !important;
+}
diff --git a/src/components/layout/Toolbar.vue b/src/components/layout/Toolbar.vue
index 80f688c0..0ecf5ffb 100644
--- a/src/components/layout/Toolbar.vue
+++ b/src/components/layout/Toolbar.vue
@@ -23,7 +23,7 @@
             <InputText
               ref="searchTextInput"
               v-model="searchText"
-              class="p-inputtext-sm !rounded-r-none"
+              class="p-inputtext-sm !rounded-r-none w-full"
               placeholder="Search"
               style="width: 200px; height: auto;"
               type="search"

From 558284e62a9db465ed8481dc6eead15b065e8830 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 16 Dec 2025 16:44:23 -0800
Subject: [PATCH 042/157] Additional PrimeVue migration style changes, UI
 fixes, and replacing remaining TabViews with Tabs components

---
 src/assets/app.css                         |   8 ++
 src/components/CalibrationEditor.vue       |   2 +
 src/components/common/SelectList.vue       |   4 -
 src/components/screens/DashboardView.vue   |  95 +++++++++--------
 src/components/screens/ScoreSetCreator.vue |  69 +++++++------
 src/components/screens/ScoreSetView.vue    |   2 +-
 src/components/screens/SearchView.vue      | 114 +++++++++++----------
 src/components/screens/SettingsScreen.vue  |   2 +-
 8 files changed, 161 insertions(+), 135 deletions(-)

diff --git a/src/assets/app.css b/src/assets/app.css
index d307e328..1f4549c6 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -121,3 +121,11 @@ body .p-button {
   gap: 0 !important;
   margin-left: 1em !important;
 }
+
+.p-tab {
+  padding: 0.5em 1em 0.5em 1em !important;
+}
+
+.p-listbox-header {
+  padding: 0 !important;
+}
diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index 805ebe3c..b2e453fd 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -229,6 +229,7 @@
                 :aria-labelledby="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)"
                 class="w-full"
                 :disabled="functionalRangeHelpers[rangeIdx].infiniteLower"
+                :max-fraction-digits="10"
               />
               <label :for="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)">{{
                 functionalRangeHelpers[rangeIdx].infiniteLower
@@ -245,6 +246,7 @@
                 :aria-labelledby="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)"
                 class="w-full"
                 :disabled="functionalRangeHelpers[rangeIdx].infiniteUpper"
+                :max-fraction-digits="10"
               />
               <label :for="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)">{{
                 functionalRangeHelpers[rangeIdx].infiniteUpper
diff --git a/src/components/common/SelectList.vue b/src/components/common/SelectList.vue
index 2d982920..711bd709 100644
--- a/src/components/common/SelectList.vue
+++ b/src/components/common/SelectList.vue
@@ -11,10 +11,6 @@
       emptyMessage="No filters"
       optionValue="value"
   >
-    <template #header>
-      <div class="mavedb-listbox-controls">
-      </div>
-    </template>
     <template #option="slotProps">
       <div>
         <span>{{ optionLabel ? optionLabel(slotProps.option.value) : slotProps.option.title || optionLabel ? optionLabel(slotProps.option.value) : slotProps.option.value }}</span>
diff --git a/src/components/screens/DashboardView.vue b/src/components/screens/DashboardView.vue
index 6f136a2d..1a3d716b 100644
--- a/src/components/screens/DashboardView.vue
+++ b/src/components/screens/DashboardView.vue
@@ -1,50 +1,56 @@
 <template>
   <DefaultLayout :require-auth="true">
     <h1 class="text-4xl font-bold py-4">Welcome to MaveDB</h1>
-    <TabView>
-      <TabPanel header="Published">
-        <div class="mavedb-search-view">
-          <h2 class="text-xl font-bold py-2">Published Score sets</h2>
-          <div class="mavedb-search-form">
-            <!-- <span class="p-input-icon-left">
-              <i class="pi pi-search" />
-              <InputText ref="searchTextInput" v-model="searchText" placeholder="Search" type="text" @change="search" />
-            </span> -->
-            <div style="display: inline-block; margin-left: 40px">
-              <div class="p-inputgroup" style="max-width: 300px; width: 300px; display: flex; align-items: stretch;">
-                <InputText
-                  ref="searchTextInput"
-                  v-model="searchText"
-                  class="p-inputtext-sm rounded-r-none!"
-                  placeholder="Search"
-                  style="width: 200px; height: auto;"
-                  type="text"
-                  @change="search"
-                />
-                <Button
-                  class="p-button-default p-button-sm rounded-l-none!"
-                  :enabled="searchText && searchText.length > 0"
-                  icon="pi pi-search"
-                  @click="search"
-                />
-                <ProgressSpinner
-                  v-if="isSearching"
-                  class="size-8! m-1"
-                />
+    <Tabs value="0">
+      <TabList>
+        <Tab value="0">Published</Tab>
+        <Tab value="1">Unpublished</Tab>
+      </TabList>
+      <TabPanels>
+        <TabPanel header="Published" value="0">
+          <div class="mavedb-search-view">
+            <h2 class="text-xl font-bold py-2">Published Score sets</h2>
+            <div class="mavedb-search-form">
+              <!-- <span class="p-input-icon-left">
+                <i class="pi pi-search" />
+                <InputText ref="searchTextInput" v-model="searchText" placeholder="Search" type="text" @change="search" />
+              </span> -->
+              <div style="display: inline-block; margin-left: 40px">
+                <div class="p-inputgroup" style="max-width: 300px; width: 300px; display: flex; align-items: stretch;">
+                  <InputText
+                    ref="searchTextInput"
+                    v-model="searchText"
+                    class="p-inputtext-sm rounded-r-none!"
+                    placeholder="Search"
+                    style="width: 200px; height: auto;"
+                    type="text"
+                    @change="search"
+                  />
+                  <Button
+                    class="p-button-default p-button-sm rounded-l-none!"
+                    :enabled="searchText && searchText.length > 0"
+                    icon="pi pi-search"
+                    @click="search"
+                  />
+                  <ProgressSpinner
+                    v-if="isSearching"
+                    class="size-8! m-1"
+                  />
+                </div>
               </div>
             </div>
-          </div>
 
-          <ScoreSetTable :data="publishedScoreSets" :language="language" :scroll-x="true" :scroll-y="true" />
-        </div>
-      </TabPanel>
-      <TabPanel header="Unpublished">
-        <div class="mavedb-search-view">
-          <h2 class="text-xl font-bold py-2">Unpublished Score sets</h2>
-          <ScoreSetTable :data="unpublishedScoreSets" :language="language" :scroll-x="true" :scroll-y="true" />
-        </div>
-      </TabPanel>
-    </TabView>
+            <ScoreSetTable :data="publishedScoreSets" :language="language" :scroll-x="true" :scroll-y="true" />
+          </div>
+        </TabPanel>
+        <TabPanel header="Unpublished" value="1">
+          <div class="mavedb-search-view">
+            <h2 class="text-xl font-bold py-2">Unpublished Score sets</h2>
+            <ScoreSetTable :data="unpublishedScoreSets" :language="language" :scroll-x="true" :scroll-y="true" />
+          </div>
+        </TabPanel>
+      </TabPanels>
+    </Tabs>
   </DefaultLayout>
 </template>
 
@@ -52,7 +58,10 @@
 import axios from 'axios'
 import InputText from 'primevue/inputtext'
 import TabPanel from 'primevue/tabpanel'
-import TabView from 'primevue/tabview'
+import Tabs from 'primevue/tabs'
+import TabList from 'primevue/tablist'
+import Tab from 'primevue/tab'
+import TabPanels from 'primevue/tabpanels'
 import {useHead} from '@unhead/vue'
 import Button from 'primevue/button'
 import ProgressSpinner from 'primevue/progressspinner'
@@ -64,7 +73,7 @@ import DefaultLayout from '@/components/layout/DefaultLayout'
 export default {
   name: 'HomeView',
 
-  components: {DefaultLayout, ScoreSetTable, InputText, TabView, TabPanel, Button, ProgressSpinner},
+  components: {DefaultLayout, ScoreSetTable, InputText, Tabs, TabList, Tab, TabPanels, TabPanel, Button, ProgressSpinner},
 
   setup: () => {
     useHead({title: 'My dashboard'})
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index bb64897a..6e60bdff 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -561,6 +561,7 @@
                           :id="scopedId('input-primaryPublicationIdentifiers')"
                           ref="primaryPublicationIdentifiersInput"
                           v-model="primaryPublicationIdentifiers"
+                          class="p-inputwrapper-filled"
                           option-label="identifier"
                           :options="publicationIdentifiers"
                           placeholder="Select a primary publication (Where the dataset is described)"
@@ -1370,41 +1371,41 @@
                     }}</span>
                   </div>
                 </div>
-              </div>
-              <div class="mavedb-wizard-row">
-                <div class="mavedb-wizard-help">
-                  <label :for="scopedId('input-countColumnsMetadataFile')">Load a counts column metadata file</label>
-                  <div class="mavedb-help-small">
-                    This file is optional, but recommended. If provided, it should be a JSON file containing a single
-                    object. The keys of that object should be limited to columns of the count data, while values should
-                    include a string description and an optional string details.
+                <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label :for="scopedId('input-countColumnsMetadataFile')">Load a counts column metadata file</label>
+                    <div class="mavedb-help-small">
+                      This file is optional, but recommended. If provided, it should be a JSON file containing a single
+                      object. The keys of that object should be limited to columns of the count data, while values should
+                      include a string description and an optional string details.
+                    </div>
+                  </div>
+                  <div class="mavedb-wizard-content">
+                    <span class="p-float-label">
+                      <FileUpload
+                        :id="scopedId('input-countColumnsMetadataFile')"
+                        ref="countColumnsMetadataFileUpload"
+                        accept="application/json"
+                        :auto="false"
+                        choose-label="Counts column metadata file"
+                        :class="inputClasses.countColumnsMetadataFile || ''"
+                        :custom-upload="true"
+                        :disabled="!($refs.countsFileUpload?.files?.length == 1)"
+                        :file-limit="1"
+                        :show-cancel-button="false"
+                        :show-upload-button="false"
+                        @remove="fileCleared('countColumnsMetadataFile')"
+                        @select="fileSelected('countColumnsMetadataFile', $event)"
+                      >
+                        <template #empty>
+                          <p>Drop a file here.</p>
+                        </template>
+                      </FileUpload>
+                    </span>
+                    <span v-if="validationErrors.countColumnsMetadataFile" class="mave-field-error">{{
+                      validationErrors.countColumnsMetadataFile
+                    }}</span>
                   </div>
-                </div>
-                <div class="mavedb-wizard-content">
-                  <span class="p-float-label">
-                    <FileUpload
-                      :id="scopedId('input-countColumnsMetadataFile')"
-                      ref="countColumnsMetadataFileUpload"
-                      accept="application/json"
-                      :auto="false"
-                      choose-label="Counts column metadata file"
-                      :class="inputClasses.countColumnsMetadataFile || ''"
-                      :custom-upload="true"
-                      :disabled="!($refs.countsFileUpload?.files?.length == 1)"
-                      :file-limit="1"
-                      :show-cancel-button="false"
-                      :show-upload-button="false"
-                      @remove="fileCleared('countColumnsMetadataFile')"
-                      @select="fileSelected('countColumnsMetadataFile', $event)"
-                    >
-                      <template #empty>
-                        <p>Drop a file here.</p>
-                      </template>
-                    </FileUpload>
-                  </span>
-                  <span v-if="validationErrors.countColumnsMetadataFile" class="mave-field-error">{{
-                    validationErrors.countColumnsMetadataFile
-                  }}</span>
                 </div>
               </div>
               <div class="mavedb-wizard-step-controls-row">
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 0cb921c3..02dc2ebc 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -265,7 +265,7 @@
         <div class="mavedb-score-set-section-title">Secondary References</div>
         <div v-if="item.secondaryPublicationIdentifiers.length > 0">
           <div v-for="publication in item.secondaryPublicationIdentifiers" :key="publication">
-            <ul style="list-style-type: square">
+            <ul class="ml-10 list-[square]">
               <!-- eslint-disable-next-line vue/no-v-html -->
               <li v-html="markdownToHtml(publication.referenceHtml)"></li>
               <div>
diff --git a/src/components/screens/SearchView.vue b/src/components/screens/SearchView.vue
index 0f0e6eae..444f1e92 100644
--- a/src/components/screens/SearchView.vue
+++ b/src/components/screens/SearchView.vue
@@ -19,59 +19,65 @@
           <Button class="p-button-plain" @click="clear">Clear All</Button>
         </div>
         <div class="mavedb-search-tab-view-container">
-          <TabView class="mavedb-search-tabs">
-            <TabPanel header="Target filters">
-              <div class="mavedb-search-filters">
-                <SelectList
-                  v-model="filterTargetNames"
+          <Tabs class="mavedb-search-tabs" value="0">
+            <TabList>
+              <Tab value="0">Target filters</Tab>
+              <Tab value="1">Publication filters</Tab>
+            </TabList>
+            <TabPanels>
+              <TabPanel header="Target filters" value="0">
+                <div class="mavedb-search-filters">
+                  <SelectList
+                    v-model="filterTargetNames"
                   class="mavedb-search-filter-option-picker"
                   :options="targetNameFilterOptions"
                   title="Target name"
-                />
-                <SelectList
-                  v-model="filterTargetTypes"
-                  class="mavedb-search-filter-option-picker"
-                  :option-label="textForTargetGeneCategory"
-                  :options="targetTypeFilterOptions"
-                  title="Target type"
-                />
-                <SelectList
-                  v-model="filterTargetOrganismNames"
-                  class="mavedb-search-filter-option-picker mavedb-organism-picker"
-                  :options="targetOrganismFilterOptions"
-                  title="Target organism"
-                />
-                <SelectList
-                  v-model="filterTargetAccession"
-                  class="mavedb-search-filter-option-picker mavedb-organism-picker"
-                  :options="targetAccessionFilterOptions"
-                  title="Target accession"
-                />
-              </div>
-            </TabPanel>
-            <TabPanel header="Publication filters">
-              <div class="mavedb-search-filters">
-                <SelectList
-                  v-model="filterPublicationAuthors"
-                  class="mavedb-search-filter-option-picker"
-                  :options="publicationAuthorFilterOptions"
-                  title="Publication authors"
-                />
-                <SelectList
-                  v-model="filterPublicationDatabases"
-                  class="mavedb-search-filter-option-picker"
-                  :options="publicationDatabaseFilterOptions"
-                  title="Publication database"
-                />
-                <SelectList
-                  v-model="filterPublicationJournals"
-                  class="mavedb-search-filter-option-picker"
-                  :options="publicationJournalFilterOptions"
-                  title="Publication journal"
-                />
-              </div>
-            </TabPanel>
-          </TabView>
+                  />
+                  <SelectList
+                    v-model="filterTargetTypes"
+                    class="mavedb-search-filter-option-picker"
+                    :option-label="textForTargetGeneCategory"
+                    :options="targetTypeFilterOptions"
+                    title="Target type"
+                  />
+                  <SelectList
+                    v-model="filterTargetOrganismNames"
+                    class="mavedb-search-filter-option-picker mavedb-organism-picker"
+                    :options="targetOrganismFilterOptions"
+                    title="Target organism"
+                  />
+                  <SelectList
+                    v-model="filterTargetAccession"
+                    class="mavedb-search-filter-option-picker mavedb-organism-picker"
+                    :options="targetAccessionFilterOptions"
+                    title="Target accession"
+                  />
+                </div>
+              </TabPanel>
+              <TabPanel header="Publication filters" value="1">
+                <div class="mavedb-search-filters">
+                  <SelectList
+                    v-model="filterPublicationAuthors"
+                    class="mavedb-search-filter-option-picker"
+                    :options="publicationAuthorFilterOptions"
+                    title="Publication authors"
+                  />
+                  <SelectList
+                    v-model="filterPublicationDatabases"
+                    class="mavedb-search-filter-option-picker"
+                    :options="publicationDatabaseFilterOptions"
+                    title="Publication database"
+                  />
+                  <SelectList
+                    v-model="filterPublicationJournals"
+                    class="mavedb-search-filter-option-picker"
+                    :options="publicationJournalFilterOptions"
+                    title="Publication journal"
+                  />
+                </div>
+              </TabPanel>
+            </TabPanels>
+          </Tabs>
           <div v-if="publishedScoreSets.length < numTotalSearchResults" class="mavedb-search-tab-view-tabs-right">
             Showing {{ publishedScoreSets.length.toLocaleString() }} of
             {{ numTotalSearchResults.toLocaleString() }} results. Try adding more filters to narrow your search.
@@ -100,7 +106,10 @@ import SelectList from '@/components/common/SelectList.vue'
 import DefaultLayout from '@/components/layout/DefaultLayout.vue'
 import Button from 'primevue/button'
 import TabPanel from 'primevue/tabpanel'
-import TabView from 'primevue/tabview'
+import Tabs from 'primevue/tabs'
+import TabList from 'primevue/tablist'
+import Tab from 'primevue/tab'
+import TabPanels from 'primevue/tabpanels'
 import {debounce} from 'vue-debounce'
 import {defineComponent} from 'vue'
 import {useHead} from '@unhead/vue'
@@ -174,7 +183,7 @@ function extractQueryParam(content: LocationQueryValue | LocationQueryValue[]):
 export default defineComponent({
   name: 'SearchView',
 
-  components: {DefaultLayout, ScoreSetTable, IconField, InputIcon, InputText, SelectList, TabView, TabPanel, Button},
+  components: {DefaultLayout, ScoreSetTable, IconField, InputIcon, InputText, SelectList, Tabs, TabList, Tab, TabPanels, TabPanel, Button},
 
   setup: () => {
     useHead({title: 'Search data sets'})
@@ -546,6 +555,7 @@ export default defineComponent({
 .mavedb-search-filter-option-picker {
   max-width: 300px;
   width: 24%;
+  border: 1px solid rgba(0, 0, 0, 0.12) !important;
 }
 
 .mavedb-search-filter-option-picker:deep(.p-listbox-option) > div {
diff --git a/src/components/screens/SettingsScreen.vue b/src/components/screens/SettingsScreen.vue
index e5ca619c..c628f7ef 100644
--- a/src/components/screens/SettingsScreen.vue
+++ b/src/components/screens/SettingsScreen.vue
@@ -1,6 +1,6 @@
 <template>
   <DefaultLayout>
-    <h1>Welcome to MaveDB</h1>
+    <h1 class="font-bold text-4xl mx-2 my-4">Welcome to MaveDB</h1>
     <Card>
       <template #title> Profile </template>
       <template #content>

From d180c51a968f44ce824e156ab9c6f7837d884619 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 16 Dec 2025 16:51:26 -0800
Subject: [PATCH 043/157] wip: update score calibration documentation

---
 .../record_types/metadata_guide.rst.txt       |  10 +-
 .../_sources/score_calibrations.rst.txt       | 113 +++++++++++++++-
 public/docs/mavedb/accounts.html              |  10 +-
 public/docs/mavedb/data_formats.html          |  10 +-
 public/docs/mavedb/index.html                 |  11 +-
 public/docs/mavedb/objects.inv                | Bin 4276 -> 4533 bytes
 .../mavedb/record_types/metadata_guide.html   | 126 +++++++++++++++++-
 .../docs/mavedb/record_types/score_sets.html  |  10 +-
 public/docs/mavedb/score_calibrations.html    | 120 +++++++++++++++--
 public/docs/mavedb/searchindex.js             |   2 +-
 public/docs/mavedb/targets.html               |  20 +--
 public/docs/mavedb/upload_guide.html          |   2 +-
 .../mavedb/record_types/metadata_guide.rst    |  10 +-
 src/docs/mavedb/score_calibrations.rst        | 113 +++++++++++++++-
 14 files changed, 504 insertions(+), 53 deletions(-)

diff --git a/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt b/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt
index c442aaff..24bace7e 100644
--- a/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt
+++ b/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt
@@ -218,9 +218,13 @@ Score set targets
     :start-after: .. _targets-intro:
     :end-before: .. _end-targets-intro:
 
-Score calibrations
+
+Calibrations
 ###################################
-:ref:`score calibrations`
+
+.. include:: ../score_calibrations.rst
+    :start-after: .. _score-calibrations-intro:
+    
 
 Variant tables
 ###################################
@@ -298,7 +302,7 @@ For score sets, you are additionally required to provide:
 
 You are encouraged to also provide:
 
-* `Score calibrations`_ to provide additional context for interpreting the scores.
+* `Calibrations`_ to provide additional context for interpreting the scores.
 * `Counts table`_ containing the variant counts (if available).
 * `Metadata files`_ containing additional information about the score set.
 
diff --git a/public/docs/mavedb/_sources/score_calibrations.rst.txt b/public/docs/mavedb/_sources/score_calibrations.rst.txt
index f3b913dd..6c972234 100644
--- a/public/docs/mavedb/_sources/score_calibrations.rst.txt
+++ b/public/docs/mavedb/_sources/score_calibrations.rst.txt
@@ -3,6 +3,117 @@ Score calibrations
 
 .. _score-calibrations-intro:
 
-
+Score calibrations in MaveDB provide a way to give additional context to variant effect scores by mapping them to known reference points. 
+This helps users interpret the scores in a biologically meaningful way. A score calibration consists of four parts: a baseline score, 
+a set of classifications, a set of evidence strength and a calibration metadata.
 
 .. _end-score-calibrations-intro:
+
+Baseline score
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-baseline-score:
+
+The baseline score represents the expected score for a variant that has no effect on the phenotype being measured. This score serves as a reference point for interpreting other variant effect scores in the dataset. 
+The baseline score is typically derived from known neutral variants or from the distribution of scores in the dataset, and may also be described as the "wild-type" or "reference" score.
+
+The baseline score should be provided as a numeric value along with a description of how it was determined. For example, if the baseline score is derived from the average score of known synonymous variants, this should be noted in the description.
+MaveDB will use the baseline score in the heatmap in order to set the color scale, and it will be displayed along with the calibration information in the score set details.
+
+.. _end-score-calibrations-baseline-score:
+
+Functional classifications
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-functional-classifications:
+
+Functional classifications provide a way to categorize variants based on their effect scores. These classifications help users understand the biological significance of the scores and facilitate comparisons between different variants.
+MaveDB supports a controlled vocabulary for functional classifications, which includes the following terms:
+
+* **Normal**: Indicates that the variant has no significant effect on the phenotype.
+* **Abnormal**: Indicates that the variant has a significant effect on the phenotype.
+* **Not specified**: Indicates that the effect of the variant is unknown or has not been determined.
+
+There are two ways to assign functional classifications to variants in MaveDB:
+
+1. **Threshold-based classification**: Users can define score thresholds that determine the functional classification of variants. For example, variants with scores above a certain threshold may be classified as "Normal", while those below the threshold are classified as "Abnormal".
+2. **Direct assignment**: Users can directly assign functional classifications to individual variants based on experimental evidence or prior knowledge. You can do this by uploading a file that includes the variant identifiers and their corresponding classifications.
+
+.. _end-score-calibrations-functional-classifications:
+
+Evidence strengths
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-evidence-strengths:
+
+Evidence strengths provide a way of indicating the evidence level that may be used for variant interpretation. MaveDB supports a controlled vocabulary for evidence strengths, which includes the following terms based on ACMG/AMP guidelines:
+
+* **Very Strong**
+* **Strong**
+* **Moderate**
+* **Supporting**
+
+You may assign a particular evidence strength to each each functional classification. Note that for "abnormal" classifications, you must provide a pathogenic evidence strength, while for "normal" classifications, you must provide a benign evidence strength.
+For "not specified" classifications, evidence strengths may not be submitted.
+
+You may also include odds of pathogenicity ("OddsPath") values for each classification. These values provide a quantitative measure of the strength of evidence associated with each classification, and may be used in variant interpretation. For more information
+on how OddsPath values relate to evidence strengths and recommendations for their application, see the guidelines provided by `Brnich et al., 2019 <https://doi.org/10.1186/s13073-019-0690-2>`_.
+
+.. _end-score-calibrations-evidence-strengths:
+
+Calibration metadata
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-calibration-metadata:
+
+Calibration metadata provides additional context about the score calibration, including information about how the calibration was performed and any relevant references or notes.
+This metadata may include:
+
+* A title for the calibration
+* A description of the methods used to determine the baseline score and functional classifications.
+* Any additional notes or comments that may be useful for users interpreting the calibration, especially with regard to the baseline score and functional classifications.
+* Whether the calibration should be marked as **research use only**, indicating that it is not intended for clinical or diagnostic purposes.
+
+In addition, users may provide three types of optional references to support the calibration:
+
+* **Threshold sources**: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes the method by which classification thresholds or classes were determined.
+* **Classification methods**: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes the method by which evidence strengths were determined.
+* **Classification sources**: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes where the evidence strengths determined by the 'classification methods' are described.
+
+.. _end-score-calibrations-calibration-metadata:
+
+Calibration privacy
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-calibration-privacy:
+
+By default, score calibrations are not visible to all MaveDB users. However, you may choose to publish a calibration after it has been uploaded. Private calibrations are only visible to the user who uploaded them and any users marked as contributors on the associated score set.
+Published calibrations are visible to all MaveDB users and may be used in visualizations and interpretations of the associated score set.
+
+.. warning::
+    Once a calibration has been published, it cannot be made private again nor may it be edited. Please ensure that you are comfortable with making the calibration public before publishing it.
+
+Primary calibrations
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-primary-calibrations:
+
+A primary calibration is the main score calibration associated with a score set. Each score set in MaveDB may have at most one primary calibration. The primary calibration is used by default when displaying the score set in visualizations and when interpreting variant effect
+scores.
+
+After uploading a score calibration to MaveDB, you may choose to designate it as the primary calibration for the associated score set. If a score set already has a primary calibration, you must demote the existing primary calibration before designating a new one.
+A calibration must be publicly visible to be marked as the primary calibration, and research use only calibrations may not be designated as primary calibrations.
+
+.. note::
+   MaveDB maintainers may review primary calibrations to ensure that they meet quality standards and are appropriate for use in visualizations and interpretations, and retain
+   the right to remove primary calibration status from any calibration that does not meet these standards.
+
+.. _end-score-calibrations-primary-calibrations:
+
+Investigator provided calibrations
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-investigator-provided-calibrations:
+
+When there is no primary calibration associated with a score set, investigator provided calibrations are given priority viewing over other non-primary calibrations. Investigator provided calibrations
+are any calibrations which have been uploaded by the samem user who uploaded the score set or a user marked as a contributor on the score set.
\ No newline at end of file
diff --git a/public/docs/mavedb/accounts.html b/public/docs/mavedb/accounts.html
index 49b2ad3a..805e6adb 100644
--- a/public/docs/mavedb/accounts.html
+++ b/public/docs/mavedb/accounts.html
@@ -16,7 +16,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Record types" href="record_types/index.html" />
-    <link rel="prev" title="Score calibrations" href="score_calibrations.html" />
+    <link rel="prev" title="Getting started with MaveDB" href="getting_started.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -35,7 +35,7 @@ <h3>Navigation</h3>
           <a href="record_types/index.html" title="Record types"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="score_calibrations.html" title="Score calibrations"
+          <a href="getting_started.html" title="Getting started with MaveDB"
              accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">User account management</a></li> 
@@ -91,8 +91,8 @@ <h3><a href="index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="score_calibrations.html"
-                          title="previous chapter">Score calibrations</a></p>
+    <p class="topless"><a href="getting_started.html"
+                          title="previous chapter">Getting started with MaveDB</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
@@ -130,7 +130,7 @@ <h3>Navigation</h3>
           <a href="record_types/index.html" title="Record types"
              >next</a> |</li>
         <li class="right" >
-          <a href="score_calibrations.html" title="Score calibrations"
+          <a href="getting_started.html" title="Getting started with MaveDB"
              >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">User account management</a></li> 
diff --git a/public/docs/mavedb/data_formats.html b/public/docs/mavedb/data_formats.html
index 5ef57a29..36da47ab 100644
--- a/public/docs/mavedb/data_formats.html
+++ b/public/docs/mavedb/data_formats.html
@@ -16,7 +16,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="MAVE controlled vocabulary" href="controlled_vocabulary.html" />
-    <link rel="prev" title="Targets" href="targets.html" />
+    <link rel="prev" title="Score calibrations" href="score_calibrations.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -35,7 +35,7 @@ <h3>Navigation</h3>
           <a href="controlled_vocabulary.html" title="MAVE controlled vocabulary"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="targets.html" title="Targets"
+          <a href="score_calibrations.html" title="Score calibrations"
              accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data table formats</a></li> 
@@ -420,8 +420,8 @@ <h3><a href="index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="targets.html"
-                          title="previous chapter">Targets</a></p>
+    <p class="topless"><a href="score_calibrations.html"
+                          title="previous chapter">Score calibrations</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
@@ -459,7 +459,7 @@ <h3>Navigation</h3>
           <a href="controlled_vocabulary.html" title="MAVE controlled vocabulary"
              >next</a> |</li>
         <li class="right" >
-          <a href="targets.html" title="Targets"
+          <a href="score_calibrations.html" title="Score calibrations"
              >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data table formats</a></li> 
diff --git a/public/docs/mavedb/index.html b/public/docs/mavedb/index.html
index 6f4db8a0..1f4646af 100644
--- a/public/docs/mavedb/index.html
+++ b/public/docs/mavedb/index.html
@@ -75,7 +75,16 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
 <li class="toctree-l2"><a class="reference internal" href="targets.html#multi-target-score-sets">Multi-target score sets</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="score_calibrations.html">Score calibrations</a></li>
+<li class="toctree-l1"><a class="reference internal" href="score_calibrations.html">Score calibrations</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="score_calibrations.html#baseline-score">Baseline score</a></li>
+<li class="toctree-l2"><a class="reference internal" href="score_calibrations.html#functional-classifications">Functional classifications</a></li>
+<li class="toctree-l2"><a class="reference internal" href="score_calibrations.html#evidence-strengths">Evidence strengths</a></li>
+<li class="toctree-l2"><a class="reference internal" href="score_calibrations.html#calibration-metadata">Calibration metadata</a></li>
+<li class="toctree-l2"><a class="reference internal" href="score_calibrations.html#calibration-privacy">Calibration privacy</a></li>
+<li class="toctree-l2"><a class="reference internal" href="score_calibrations.html#primary-calibrations">Primary calibrations</a></li>
+<li class="toctree-l2"><a class="reference internal" href="score_calibrations.html#investigator-provided-calibrations">Investigator provided calibrations</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="data_formats.html">Data table formats</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="data_formats.html#variant-columns">Variant columns</a></li>
 <li class="toctree-l2"><a class="reference internal" href="data_formats.html#score-table-columns">Score table columns</a></li>
diff --git a/public/docs/mavedb/objects.inv b/public/docs/mavedb/objects.inv
index 938e6876c99a3788b493f62224fb245ff2a5b8a2..a3bdec8e62b83e3fd952456cbb5d5192f222953c 100644
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diff --git a/public/docs/mavedb/record_types/metadata_guide.html b/public/docs/mavedb/record_types/metadata_guide.html
index 6f12c185..234ab3c4 100644
--- a/public/docs/mavedb/record_types/metadata_guide.html
+++ b/public/docs/mavedb/record_types/metadata_guide.html
@@ -15,6 +15,8 @@
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
+    <link rel="next" title="Targets" href="../targets.html" />
+    <link rel="prev" title="Score sets" href="score_sets.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -29,7 +31,14 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="../genindex.html" title="General Index"
              accesskey="I">index</a></li>
+        <li class="right" >
+          <a href="../targets.html" title="Targets"
+             accesskey="N">next</a> |</li>
+        <li class="right" >
+          <a href="score_sets.html" title="Score sets"
+             accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">Record types</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data set metadata and properties</a></li> 
       </ul>
     </div>  
@@ -203,9 +212,90 @@ <h3>Licenses<a class="headerlink" href="#licenses" title="Link to this heading">
 that measure the effects of variants in both interacting proteins. In these cases, multiple targets may be
 associated with a single score set.</p>
 </section>
-<section id="score-calibrations">
-<h3>Score calibrations<a class="headerlink" href="#score-calibrations" title="Link to this heading">¶</a></h3>
-<p><a class="reference internal" href="../score_calibrations.html#score-calibrations"><span class="std std-ref">Score calibrations</span></a></p>
+<section id="calibrations">
+<h3>Calibrations<a class="headerlink" href="#calibrations" title="Link to this heading">¶</a></h3>
+<p>Score calibrations in MaveDB provide a way to give additional context to variant effect scores by mapping them to known reference points.
+This helps users interpret the scores in a biologically meaningful way. A score calibration consists of four parts: a baseline score,
+a set of classifications, a set of evidence strength and a calibration metadata.</p>
+<section id="baseline-score">
+<span id="end-score-calibrations-intro"></span><h4>Baseline score<a class="headerlink" href="#baseline-score" title="Link to this heading">¶</a></h4>
+<p id="score-calibrations-baseline-score">The baseline score represents the expected score for a variant that has no effect on the phenotype being measured. This score serves as a reference point for interpreting other variant effect scores in the dataset.
+The baseline score is typically derived from known neutral variants or from the distribution of scores in the dataset, and may also be described as the “wild-type” or “reference” score.</p>
+<p>The baseline score should be provided as a numeric value along with a description of how it was determined. For example, if the baseline score is derived from the average score of known synonymous variants, this should be noted in the description.
+MaveDB will use the baseline score in the heatmap in order to set the color scale, and it will be displayed along with the calibration information in the score set details.</p>
+</section>
+<section id="functional-classifications">
+<span id="end-score-calibrations-baseline-score"></span><h4>Functional classifications<a class="headerlink" href="#functional-classifications" title="Link to this heading">¶</a></h4>
+<p id="score-calibrations-functional-classifications">Functional classifications provide a way to categorize variants based on their effect scores. These classifications help users understand the biological significance of the scores and facilitate comparisons between different variants.
+MaveDB supports a controlled vocabulary for functional classifications, which includes the following terms:</p>
+<ul class="simple">
+<li><p><strong>Normal</strong>: Indicates that the variant has no significant effect on the phenotype.</p></li>
+<li><p><strong>Abnormal</strong>: Indicates that the variant has a significant effect on the phenotype.</p></li>
+<li><p><strong>Not specified</strong>: Indicates that the effect of the variant is unknown or has not been determined.</p></li>
+</ul>
+<p>There are two ways to assign functional classifications to variants in MaveDB:</p>
+<ol class="arabic simple">
+<li><p><strong>Threshold-based classification</strong>: Users can define score thresholds that determine the functional classification of variants. For example, variants with scores above a certain threshold may be classified as “Normal”, while those below the threshold are classified as “Abnormal”.</p></li>
+<li><p><strong>Direct assignment</strong>: Users can directly assign functional classifications to individual variants based on experimental evidence or prior knowledge. You can do this by uploading a file that includes the variant identifiers and their corresponding classifications.</p></li>
+</ol>
+</section>
+<section id="evidence-strengths">
+<span id="end-score-calibrations-functional-classifications"></span><h4>Evidence strengths<a class="headerlink" href="#evidence-strengths" title="Link to this heading">¶</a></h4>
+<p id="score-calibrations-evidence-strengths">Evidence strengths provide a way of indicating the evidence level that may be used for variant interpretation. MaveDB supports a controlled vocabulary for evidence strengths, which includes the following terms based on ACMG/AMP guidelines:</p>
+<ul class="simple">
+<li><p><strong>Very Strong</strong></p></li>
+<li><p><strong>Strong</strong></p></li>
+<li><p><strong>Moderate</strong></p></li>
+<li><p><strong>Supporting</strong></p></li>
+</ul>
+<p>You may assign a particular evidence strength to each each functional classification. Note that for “abnormal” classifications, you must provide a pathogenic evidence strength, while for “normal” classifications, you must provide a benign evidence strength.
+For “not specified” classifications, evidence strengths may not be submitted.</p>
+<p>You may also include odds of pathogenicity (“OddsPath”) values for each classification. These values provide a quantitative measure of the strength of evidence associated with each classification, and may be used in variant interpretation. For more information
+on how OddsPath values relate to evidence strengths and recommendations for their application, see the guidelines provided by <a class="reference external" href="https://doi.org/10.1186/s13073-019-0690-2">Brnich et al., 2019</a>.</p>
+</section>
+<section id="calibration-metadata">
+<span id="end-score-calibrations-evidence-strengths"></span><h4>Calibration metadata<a class="headerlink" href="#calibration-metadata" title="Link to this heading">¶</a></h4>
+<p id="score-calibrations-calibration-metadata">Calibration metadata provides additional context about the score calibration, including information about how the calibration was performed and any relevant references or notes.
+This metadata may include:</p>
+<ul class="simple">
+<li><p>A title for the calibration</p></li>
+<li><p>A description of the methods used to determine the baseline score and functional classifications.</p></li>
+<li><p>Any additional notes or comments that may be useful for users interpreting the calibration, especially with regard to the baseline score and functional classifications.</p></li>
+<li><p>Whether the calibration should be marked as <strong>research use only</strong>, indicating that it is not intended for clinical or diagnostic purposes.</p></li>
+</ul>
+<p>In addition, users may provide three types of optional references to support the calibration:</p>
+<ul class="simple">
+<li><p><strong>Threshold sources</strong>: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes the method by which classification thresholds or classes were determined.</p></li>
+<li><p><strong>Classification methods</strong>: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes the method by which evidence strengths were determined.</p></li>
+<li><p><strong>Classification sources</strong>: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes where the evidence strengths determined by the ‘classification methods’ are described.</p></li>
+</ul>
+</section>
+<section id="calibration-privacy">
+<span id="end-score-calibrations-calibration-metadata"></span><h4>Calibration privacy<a class="headerlink" href="#calibration-privacy" title="Link to this heading">¶</a></h4>
+<p id="score-calibrations-calibration-privacy">By default, score calibrations are not visible to all MaveDB users. However, you may choose to publish a calibration after it has been uploaded. Private calibrations are only visible to the user who uploaded them and any users marked as contributors on the associated score set.
+Published calibrations are visible to all MaveDB users and may be used in visualizations and interpretations of the associated score set.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>Once a calibration has been published, it cannot be made private again nor may it be edited. Please ensure that you are comfortable with making the calibration public before publishing it.</p>
+</div>
+</section>
+<section id="primary-calibrations">
+<h4>Primary calibrations<a class="headerlink" href="#primary-calibrations" title="Link to this heading">¶</a></h4>
+<p id="score-calibrations-primary-calibrations">A primary calibration is the main score calibration associated with a score set. Each score set in MaveDB may have at most one primary calibration. The primary calibration is used by default when displaying the score set in visualizations and when interpreting variant effect
+scores.</p>
+<p>After uploading a score calibration to MaveDB, you may choose to designate it as the primary calibration for the associated score set. If a score set already has a primary calibration, you must demote the existing primary calibration before designating a new one.
+A calibration must be publicly visible to be marked as the primary calibration, and research use only calibrations may not be designated as primary calibrations.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>MaveDB maintainers may review primary calibrations to ensure that they meet quality standards and are appropriate for use in visualizations and interpretations, and retain
+the right to remove primary calibration status from any calibration that does not meet these standards.</p>
+</div>
+</section>
+<section id="investigator-provided-calibrations">
+<span id="end-score-calibrations-primary-calibrations"></span><h4>Investigator provided calibrations<a class="headerlink" href="#investigator-provided-calibrations" title="Link to this heading">¶</a></h4>
+<p id="score-calibrations-investigator-provided-calibrations">When there is no primary calibration associated with a score set, investigator provided calibrations are given priority viewing over other non-primary calibrations. Investigator provided calibrations
+are any calibrations which have been uploaded by the samem user who uploaded the score set or a user marked as a contributor on the score set.</p>
+</section>
 </section>
 <section id="variant-tables">
 <h3>Variant tables<a class="headerlink" href="#variant-tables" title="Link to this heading">¶</a></h3>
@@ -302,7 +392,7 @@ <h3>Metadata files<a class="headerlink" href="#metadata-files" title="Link to th
 </ul>
 <p id="score-set-optional-metadata"><span id="end-score-set-required-metadata"></span>You are encouraged to also provide:</p>
 <ul class="simple">
-<li><p><a class="reference internal" href="#score-calibrations">Score calibrations</a> to provide additional context for interpreting the scores.</p></li>
+<li><p><a class="reference internal" href="#calibrations">Calibrations</a> to provide additional context for interpreting the scores.</p></li>
 <li><p><a class="reference internal" href="#counts-table">Counts table</a> containing the variant counts (if available).</p></li>
 <li><p><a class="reference internal" href="#metadata-files">Metadata files</a> containing additional information about the score set.</p></li>
 </ul>
@@ -332,7 +422,16 @@ <h3><a href="../index.html">Table of Contents</a></h3>
 <li><a class="reference internal" href="#score-set-specific-metadata">Score set specific metadata</a><ul>
 <li><a class="reference internal" href="#licenses">Licenses</a></li>
 <li><a class="reference internal" href="#score-set-targets">Score set targets</a></li>
-<li><a class="reference internal" href="#score-calibrations">Score calibrations</a></li>
+<li><a class="reference internal" href="#calibrations">Calibrations</a><ul>
+<li><a class="reference internal" href="#baseline-score">Baseline score</a></li>
+<li><a class="reference internal" href="#functional-classifications">Functional classifications</a></li>
+<li><a class="reference internal" href="#evidence-strengths">Evidence strengths</a></li>
+<li><a class="reference internal" href="#calibration-metadata">Calibration metadata</a></li>
+<li><a class="reference internal" href="#calibration-privacy">Calibration privacy</a></li>
+<li><a class="reference internal" href="#primary-calibrations">Primary calibrations</a></li>
+<li><a class="reference internal" href="#investigator-provided-calibrations">Investigator provided calibrations</a></li>
+</ul>
+</li>
 <li><a class="reference internal" href="#variant-tables">Variant tables</a><ul>
 <li><a class="reference internal" href="#score-table">Score table</a></li>
 <li><a class="reference internal" href="#counts-table">Counts table</a></li>
@@ -347,6 +446,16 @@ <h3><a href="../index.html">Table of Contents</a></h3>
 </ul>
 
   </div>
+  <div>
+    <h4>Previous topic</h4>
+    <p class="topless"><a href="score_sets.html"
+                          title="previous chapter">Score sets</a></p>
+  </div>
+  <div>
+    <h4>Next topic</h4>
+    <p class="topless"><a href="../targets.html"
+                          title="next chapter">Targets</a></p>
+  </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
     <ul class="this-page-menu">
@@ -374,7 +483,14 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="../genindex.html" title="General Index"
              >index</a></li>
+        <li class="right" >
+          <a href="../targets.html" title="Targets"
+             >next</a> |</li>
+        <li class="right" >
+          <a href="score_sets.html" title="Score sets"
+             >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
+          <li class="nav-item nav-item-1"><a href="index.html" >Record types</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data set metadata and properties</a></li> 
       </ul>
     </div>
diff --git a/public/docs/mavedb/record_types/score_sets.html b/public/docs/mavedb/record_types/score_sets.html
index c84979e3..39a0d056 100644
--- a/public/docs/mavedb/record_types/score_sets.html
+++ b/public/docs/mavedb/record_types/score_sets.html
@@ -15,7 +15,7 @@
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="Targets" href="../targets.html" />
+    <link rel="next" title="Data set metadata and properties" href="metadata_guide.html" />
     <link rel="prev" title="Experiments" href="experiments.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
@@ -32,7 +32,7 @@ <h3>Navigation</h3>
           <a href="../genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="../targets.html" title="Targets"
+          <a href="metadata_guide.html" title="Data set metadata and properties"
              accesskey="N">next</a> |</li>
         <li class="right" >
           <a href="experiments.html" title="Experiments"
@@ -186,8 +186,8 @@ <h4>Previous topic</h4>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="../targets.html"
-                          title="next chapter">Targets</a></p>
+    <p class="topless"><a href="metadata_guide.html"
+                          title="next chapter">Data set metadata and properties</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -217,7 +217,7 @@ <h3>Navigation</h3>
           <a href="../genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="../targets.html" title="Targets"
+          <a href="metadata_guide.html" title="Data set metadata and properties"
              >next</a> |</li>
         <li class="right" >
           <a href="experiments.html" title="Experiments"
diff --git a/public/docs/mavedb/score_calibrations.html b/public/docs/mavedb/score_calibrations.html
index 923eb1f5..2692e54a 100644
--- a/public/docs/mavedb/score_calibrations.html
+++ b/public/docs/mavedb/score_calibrations.html
@@ -15,8 +15,8 @@
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="User account management" href="accounts.html" />
-    <link rel="prev" title="Getting started with MaveDB" href="getting_started.html" />
+    <link rel="next" title="Data table formats" href="data_formats.html" />
+    <link rel="prev" title="Targets" href="targets.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -32,13 +32,12 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="accounts.html" title="User account management"
+          <a href="data_formats.html" title="Data table formats"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="getting_started.html" title="Getting started with MaveDB"
+          <a href="targets.html" title="Targets"
              accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
-          <li class="nav-item nav-item-1"><a href="getting_started.html" accesskey="U">Getting started with MaveDB</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Score calibrations</a></li> 
       </ul>
     </div>  
@@ -50,6 +49,88 @@ <h3>Navigation</h3>
             
   <section id="score-calibrations">
 <h1>Score calibrations<a class="headerlink" href="#score-calibrations" title="Link to this heading">¶</a></h1>
+<p id="score-calibrations-intro">Score calibrations in MaveDB provide a way to give additional context to variant effect scores by mapping them to known reference points.
+This helps users interpret the scores in a biologically meaningful way. A score calibration consists of four parts: a baseline score,
+a set of classifications, a set of evidence strength and a calibration metadata.</p>
+<section id="baseline-score">
+<span id="end-score-calibrations-intro"></span><h2>Baseline score<a class="headerlink" href="#baseline-score" title="Link to this heading">¶</a></h2>
+<p id="score-calibrations-baseline-score">The baseline score represents the expected score for a variant that has no effect on the phenotype being measured. This score serves as a reference point for interpreting other variant effect scores in the dataset.
+The baseline score is typically derived from known neutral variants or from the distribution of scores in the dataset, and may also be described as the “wild-type” or “reference” score.</p>
+<p>The baseline score should be provided as a numeric value along with a description of how it was determined. For example, if the baseline score is derived from the average score of known synonymous variants, this should be noted in the description.
+MaveDB will use the baseline score in the heatmap in order to set the color scale, and it will be displayed along with the calibration information in the score set details.</p>
+</section>
+<section id="functional-classifications">
+<span id="end-score-calibrations-baseline-score"></span><h2>Functional classifications<a class="headerlink" href="#functional-classifications" title="Link to this heading">¶</a></h2>
+<p id="score-calibrations-functional-classifications">Functional classifications provide a way to categorize variants based on their effect scores. These classifications help users understand the biological significance of the scores and facilitate comparisons between different variants.
+MaveDB supports a controlled vocabulary for functional classifications, which includes the following terms:</p>
+<ul class="simple">
+<li><p><strong>Normal</strong>: Indicates that the variant has no significant effect on the phenotype.</p></li>
+<li><p><strong>Abnormal</strong>: Indicates that the variant has a significant effect on the phenotype.</p></li>
+<li><p><strong>Not specified</strong>: Indicates that the effect of the variant is unknown or has not been determined.</p></li>
+</ul>
+<p>There are two ways to assign functional classifications to variants in MaveDB:</p>
+<ol class="arabic simple">
+<li><p><strong>Threshold-based classification</strong>: Users can define score thresholds that determine the functional classification of variants. For example, variants with scores above a certain threshold may be classified as “Normal”, while those below the threshold are classified as “Abnormal”.</p></li>
+<li><p><strong>Direct assignment</strong>: Users can directly assign functional classifications to individual variants based on experimental evidence or prior knowledge. You can do this by uploading a file that includes the variant identifiers and their corresponding classifications.</p></li>
+</ol>
+</section>
+<section id="evidence-strengths">
+<span id="end-score-calibrations-functional-classifications"></span><h2>Evidence strengths<a class="headerlink" href="#evidence-strengths" title="Link to this heading">¶</a></h2>
+<p id="score-calibrations-evidence-strengths">Evidence strengths provide a way of indicating the evidence level that may be used for variant interpretation. MaveDB supports a controlled vocabulary for evidence strengths, which includes the following terms based on ACMG/AMP guidelines:</p>
+<ul class="simple">
+<li><p><strong>Very Strong</strong></p></li>
+<li><p><strong>Strong</strong></p></li>
+<li><p><strong>Moderate</strong></p></li>
+<li><p><strong>Supporting</strong></p></li>
+</ul>
+<p>You may assign a particular evidence strength to each each functional classification. Note that for “abnormal” classifications, you must provide a pathogenic evidence strength, while for “normal” classifications, you must provide a benign evidence strength.
+For “not specified” classifications, evidence strengths may not be submitted.</p>
+<p>You may also include odds of pathogenicity (“OddsPath”) values for each classification. These values provide a quantitative measure of the strength of evidence associated with each classification, and may be used in variant interpretation. For more information
+on how OddsPath values relate to evidence strengths and recommendations for their application, see the guidelines provided by <a class="reference external" href="https://doi.org/10.1186/s13073-019-0690-2">Brnich et al., 2019</a>.</p>
+</section>
+<section id="calibration-metadata">
+<span id="end-score-calibrations-evidence-strengths"></span><h2>Calibration metadata<a class="headerlink" href="#calibration-metadata" title="Link to this heading">¶</a></h2>
+<p id="score-calibrations-calibration-metadata">Calibration metadata provides additional context about the score calibration, including information about how the calibration was performed and any relevant references or notes.
+This metadata may include:</p>
+<ul class="simple">
+<li><p>A title for the calibration</p></li>
+<li><p>A description of the methods used to determine the baseline score and functional classifications.</p></li>
+<li><p>Any additional notes or comments that may be useful for users interpreting the calibration, especially with regard to the baseline score and functional classifications.</p></li>
+<li><p>Whether the calibration should be marked as <strong>research use only</strong>, indicating that it is not intended for clinical or diagnostic purposes.</p></li>
+</ul>
+<p>In addition, users may provide three types of optional references to support the calibration:</p>
+<ul class="simple">
+<li><p><strong>Threshold sources</strong>: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes the method by which classification thresholds or classes were determined.</p></li>
+<li><p><strong>Classification methods</strong>: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes the method by which evidence strengths were determined.</p></li>
+<li><p><strong>Classification sources</strong>: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes where the evidence strengths determined by the ‘classification methods’ are described.</p></li>
+</ul>
+</section>
+<section id="calibration-privacy">
+<span id="end-score-calibrations-calibration-metadata"></span><h2>Calibration privacy<a class="headerlink" href="#calibration-privacy" title="Link to this heading">¶</a></h2>
+<p id="score-calibrations-calibration-privacy">By default, score calibrations are not visible to all MaveDB users. However, you may choose to publish a calibration after it has been uploaded. Private calibrations are only visible to the user who uploaded them and any users marked as contributors on the associated score set.
+Published calibrations are visible to all MaveDB users and may be used in visualizations and interpretations of the associated score set.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>Once a calibration has been published, it cannot be made private again nor may it be edited. Please ensure that you are comfortable with making the calibration public before publishing it.</p>
+</div>
+</section>
+<section id="primary-calibrations">
+<h2>Primary calibrations<a class="headerlink" href="#primary-calibrations" title="Link to this heading">¶</a></h2>
+<p id="score-calibrations-primary-calibrations">A primary calibration is the main score calibration associated with a score set. Each score set in MaveDB may have at most one primary calibration. The primary calibration is used by default when displaying the score set in visualizations and when interpreting variant effect
+scores.</p>
+<p>After uploading a score calibration to MaveDB, you may choose to designate it as the primary calibration for the associated score set. If a score set already has a primary calibration, you must demote the existing primary calibration before designating a new one.
+A calibration must be publicly visible to be marked as the primary calibration, and research use only calibrations may not be designated as primary calibrations.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>MaveDB maintainers may review primary calibrations to ensure that they meet quality standards and are appropriate for use in visualizations and interpretations, and retain
+the right to remove primary calibration status from any calibration that does not meet these standards.</p>
+</div>
+</section>
+<section id="investigator-provided-calibrations">
+<span id="end-score-calibrations-primary-calibrations"></span><h2>Investigator provided calibrations<a class="headerlink" href="#investigator-provided-calibrations" title="Link to this heading">¶</a></h2>
+<p id="score-calibrations-investigator-provided-calibrations">When there is no primary calibration associated with a score set, investigator provided calibrations are given priority viewing over other non-primary calibrations. Investigator provided calibrations
+are any calibrations which have been uploaded by the samem user who uploaded the score set or a user marked as a contributor on the score set.</p>
+</section>
 </section>
 
 
@@ -59,15 +140,31 @@ <h1>Score calibrations<a class="headerlink" href="#score-calibrations" title="Li
       </div>
       <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
         <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Score calibrations</a><ul>
+<li><a class="reference internal" href="#baseline-score">Baseline score</a></li>
+<li><a class="reference internal" href="#functional-classifications">Functional classifications</a></li>
+<li><a class="reference internal" href="#evidence-strengths">Evidence strengths</a></li>
+<li><a class="reference internal" href="#calibration-metadata">Calibration metadata</a></li>
+<li><a class="reference internal" href="#calibration-privacy">Calibration privacy</a></li>
+<li><a class="reference internal" href="#primary-calibrations">Primary calibrations</a></li>
+<li><a class="reference internal" href="#investigator-provided-calibrations">Investigator provided calibrations</a></li>
+</ul>
+</li>
+</ul>
+
+  </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="getting_started.html"
-                          title="previous chapter">Getting started with MaveDB</a></p>
+    <p class="topless"><a href="targets.html"
+                          title="previous chapter">Targets</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="accounts.html"
-                          title="next chapter">User account management</a></p>
+    <p class="topless"><a href="data_formats.html"
+                          title="next chapter">Data table formats</a></p>
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     <h3>This Page</h3>
@@ -97,13 +194,12 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="accounts.html" title="User account management"
+          <a href="data_formats.html" title="Data table formats"
              >next</a> |</li>
         <li class="right" >
-          <a href="getting_started.html" title="Getting started with MaveDB"
+          <a href="targets.html" title="Targets"
              >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
-          <li class="nav-item nav-item-1"><a href="getting_started.html" >Getting started with MaveDB</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Score calibrations</a></li> 
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diff --git a/public/docs/mavedb/searchindex.js b/public/docs/mavedb/searchindex.js
index bc404af3..bdd0b58d 100644
--- a/public/docs/mavedb/searchindex.js
+++ b/public/docs/mavedb/searchindex.js
@@ -1 +1 @@
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"where": 11, "can": 11, "find": 11, "help": 11, "contact": 11, "support": 11, "clinic": 14, "view": 14, "curat": 15, "evalu": 16, "function": [16, 23, 25], "digit": 23, "object": 23, "identifi": 23, "doi": 23, "specif": 23, "calibr": [23, 25], "wizard": 27, "map": 28, "process": 28, "visual": 29, "heatmap": 29, "histogram": 29, "protein": 29, "viewer": 29, "baselin": [23, 25], "classif": [23, 25], "evid": [23, 25], "strength": [23, 25], "primari": [23, 25], "investig": [23, 25], "provid": [23, 25]}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 60}, "alltitles": {"MaveDB accession numbers": [[0, "mavedb-accession-numbers"]], "Example accession numbers": [[0, "table-of-example-accession-numbers"]], "Meta-analysis accession numbers": [[0, "meta-analysis-accession-numbers"]], "Temporary accession numbers": [[0, "temporary-accession-numbers"]], "URNs for other resources": [[0, "urns-for-other-resources"]], "User account management": [[1, "user-account-management"]], "Setting an email address": [[1, "setting-an-email-address"]], "API access tokens": [[1, "api-access-tokens"]], "MaveDB API": [[2, "mavedb-api"]], "Assay facts": [[3, "assay-facts"]], "Assay fact sheet properties": [[3, "assay-fact-sheet-properties"]], "Bulk downloads": [[4, "bulk-downloads"]], "Citing MaveDB": [[5, "citing-mavedb"]], "Data set collections": [[6, "data-set-collections"]], "Creating Collections": [[6, "creating-collections"]], "Collection Privacy": [[6, "collection-privacy"]], "Collection Permissions": [[6, "collection-permissions"]], "Managing collections": [[6, "managing-collections"]], "Adding and removing items from collections": [[6, "adding-and-removing-items-from-collections"]], "Official Collections": [[6, "official-collections"]], "MAVE controlled vocabulary": [[7, "mave-controlled-vocabulary"]], "Available controlled vocabulary terms": [[7, "available-controlled-vocabulary-terms"]], "Variant library creation methods": [[7, "variant-library-creation-methods"]], "Delivery method": [[7, "delivery-method"]], "Phenotypic assay dimensionality": [[7, "phenotypic-assay-dimensionality"]], "Phenotypic assay method": [[7, "phenotypic-assay-method"]], "Phenotypic assay mechanism": [[7, "phenotypic-assay-mechanism"]], "Phenotypic assay model system": [[7, "phenotypic-assay-model-system"]], "Phenotypic assay profiling strategy": [[7, "phenotypic-assay-profiling-strategy"]], "Phenotypic assay sequencing read type": [[7, "phenotypic-assay-sequencing-read-type"]], "Molecular mechanism assessed": [[7, "molecular-mechanism-assessed"]], "Data table formats": [[8, "data-table-formats"]], "Variant columns": [[8, "variant-columns"]], "Fully-qualified variants": [[8, "fully-qualified-variants"]], "Base editor data": [[8, "base-editor-data"]], "Score table columns": [[8, "score-table-columns"]], "Example Score Data": [[8, "id7"]], "Count table columns": [[8, "count-table-columns"]], "Metadata files": [[8, "metadata-files"], [23, "metadata-files"]], "Data Set Search": [[9, "data-set-search"]], "External integrations": [[10, "external-integrations"]], "ClinGen": [[10, "clingen"]], "ClinVar": [[10, "clinvar"]], "gnomAD": [[10, "gnomad"]], "GA4GH VRS": [[10, "ga4gh-vrs"]], "Frequently Asked Questions": [[11, "frequently-asked-questions"]], "Where can I find help or contact support for MaveDB?": [[11, "where-can-i-find-help-or-contact-support-for-mavedb"]], "MaveDB documentation": [[13, "mavedb-documentation"]], "Variant Clinical View": [[14, "variant-clinical-view"]], "Data Set Curation": [[15, "data-set-curation"]], "Evaluating functional assays": [[16, "evaluating-functional-assays"]], "MaveMD": [[17, "mavemd"]], "Variant Search": [[18, "variant-search"]], "Experiment sets": [[20, "experiment-sets"]], "Record types": [[22, "record-types"]], "Score calibrations": [[25, "score-calibrations"]], "Baseline score": [[25, "baseline-score"], [23, "baseline-score"]], "Functional classifications": [[25, "functional-classifications"], [23, "functional-classifications"]], "Evidence strengths": [[25, "evidence-strengths"], [23, "evidence-strengths"]], "Calibration metadata": [[25, "calibration-metadata"], [23, "calibration-metadata"]], "Calibration privacy": [[25, "calibration-privacy"], [23, "calibration-privacy"]], "Primary calibrations": [[25, "primary-calibrations"], [23, "primary-calibrations"]], "Investigator provided calibrations": [[25, "investigator-provided-calibrations"], [23, "investigator-provided-calibrations"]], "Targets": [[26, "targets"]], "Sequence-based targets": [[26, "sequence-based-targets"]], "Sequence based target metadata": [[26, "sequence-based-target-metadata"]], "Accession-based targets": [[26, "accession-based-targets"]], "Accession based target metadata": [[26, "accession-based-target-metadata"]], "Multi-target score sets": [[26, "multi-target-score-sets"]], "Variant Mapping": [[28, "variant-mapping"]], "Mapping process": [[28, "mapping-process"]], "Mapping integrations": [[28, "mapping-integrations"]], "Visualizations": [[29, "visualizations"]], "Example": [[29, "example"]], "Heatmap": [[29, "heatmap"]], "Histogram": [[29, "histogram"]], "Protein structure viewer": [[29, "protein-structure-viewer"]], "Getting started with MaveDB": [[12, "getting-started-with-mavedb"]], "What is MaveDB?": [[12, "what-is-mavedb"]], "Uploading data": [[12, "uploading-data"]], "Publishing data": [[12, "publishing-data"]], "Accessing data": [[12, "accessing-data"]], "Exploring data": [[12, "exploring-data"]], "Additional resources": [[12, "additional-resources"]], "Making your data public": [[19, "making-your-data-public"]], "Data licensing": [[19, "data-licensing"]], "Deprecating score sets": [[19, "deprecating-score-sets"]], "Experiments": [[21, "experiments"]], "Experiment contributors": [[21, "experiment-contributors"]], "Experiment metadata": [[21, "experiment-metadata"]], "Data set metadata and properties": [[23, "data-set-metadata-and-properties"]], "Free text metadata": [[23, "free-text-metadata"]], "Digital Object Identifiers (DOIs)": [[23, "digital-object-identifiers-dois"]], "Publication details": [[23, "publication-details"]], "Contributors": [[23, "contributors"]], "Optional structured metadata": [[23, "optional-structured-metadata"]], "Experiment specific metadata": [[23, "experiment-specific-metadata"]], "Raw data accessions": [[23, "raw-data-accessions"]], "Keywords": [[23, "keywords"]], "Score set specific metadata": [[23, "score-set-specific-metadata"]], "Licenses": [[23, "licenses"]], "Score set targets": [[23, "score-set-targets"]], "Calibrations": [[23, "calibrations"]], "Variant tables": [[23, "variant-tables"]], "Score table": [[23, "score-table"]], "Counts table": [[23, "counts-table"]], "Metadata checklist": [[23, "metadata-checklist"]], "Score sets": [[24, "score-sets"]], "Meta-analysis score sets": [[24, "meta-analysis-score-sets"]], "Score set contributors": [[24, "score-set-contributors"]], "Deprecating data": [[24, "deprecating-data"]], "Score set metadata": [[24, "score-set-metadata"]], "Depositing your data into MaveDB": [[27, "depositing-your-data-into-mavedb"]], "Data upload wizard": [[27, "data-upload-wizard"]], "Uploading an experiment": [[27, "uploading-an-experiment"]], "What is an experiment?": [[27, "what-is-an-experiment"]], "What is required to upload an experiment?": [[27, "what-is-required-to-upload-an-experiment"]], "Uploading a score set": [[27, "uploading-a-score-set"]], "What is a score set?": [[27, "what-is-a-score-set"]], "What is required to upload a score set?": [[27, "what-is-required-to-upload-a-score-set"]], "Publishing your data": [[27, "publishing-your-data"]]}, "indexentries": {}})
\ No newline at end of file
diff --git a/public/docs/mavedb/targets.html b/public/docs/mavedb/targets.html
index 5d65d2e3..f1122dfe 100644
--- a/public/docs/mavedb/targets.html
+++ b/public/docs/mavedb/targets.html
@@ -15,8 +15,8 @@
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Data table formats" href="data_formats.html" />
-    <link rel="prev" title="Score sets" href="record_types/score_sets.html" />
+    <link rel="next" title="Score calibrations" href="score_calibrations.html" />
+    <link rel="prev" title="Data set metadata and properties" href="record_types/metadata_guide.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -32,10 +32,10 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="data_formats.html" title="Data table formats"
+          <a href="score_calibrations.html" title="Score calibrations"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="record_types/score_sets.html" title="Score sets"
+          <a href="record_types/metadata_guide.html" title="Data set metadata and properties"
              accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Targets</a></li> 
@@ -209,13 +209,13 @@ <h3><a href="index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="record_types/score_sets.html"
-                          title="previous chapter">Score sets</a></p>
+    <p class="topless"><a href="record_types/metadata_guide.html"
+                          title="previous chapter">Data set metadata and properties</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="data_formats.html"
-                          title="next chapter">Data table formats</a></p>
+    <p class="topless"><a href="score_calibrations.html"
+                          title="next chapter">Score calibrations</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -245,10 +245,10 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="data_formats.html" title="Data table formats"
+          <a href="score_calibrations.html" title="Score calibrations"
              >next</a> |</li>
         <li class="right" >
-          <a href="record_types/score_sets.html" title="Score sets"
+          <a href="record_types/metadata_guide.html" title="Data set metadata and properties"
              >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Targets</a></li> 
diff --git a/public/docs/mavedb/upload_guide.html b/public/docs/mavedb/upload_guide.html
index 28a9fbdf..842229d6 100644
--- a/public/docs/mavedb/upload_guide.html
+++ b/public/docs/mavedb/upload_guide.html
@@ -131,7 +131,7 @@ <h3>What is required to upload a score set?<a class="headerlink" href="#what-is-
 </ul>
 <p>You are encouraged to also provide:</p>
 <ul class="simple">
-<li><p><a href="#id20"><span class="problematic" id="id21">`Score calibrations`_</span></a> to provide additional context for interpreting the scores.</p></li>
+<li><p><a href="#id20"><span class="problematic" id="id21">`Calibrations`_</span></a> to provide additional context for interpreting the scores.</p></li>
 <li><p><a href="#id22"><span class="problematic" id="id23">`Counts table`_</span></a> containing the variant counts (if available).</p></li>
 <li><p><a href="#id24"><span class="problematic" id="id25">`Metadata files`_</span></a> containing additional information about the score set.</p></li>
 </ul>
diff --git a/src/docs/mavedb/record_types/metadata_guide.rst b/src/docs/mavedb/record_types/metadata_guide.rst
index c442aaff..24bace7e 100644
--- a/src/docs/mavedb/record_types/metadata_guide.rst
+++ b/src/docs/mavedb/record_types/metadata_guide.rst
@@ -218,9 +218,13 @@ Score set targets
     :start-after: .. _targets-intro:
     :end-before: .. _end-targets-intro:
 
-Score calibrations
+
+Calibrations
 ###################################
-:ref:`score calibrations`
+
+.. include:: ../score_calibrations.rst
+    :start-after: .. _score-calibrations-intro:
+    
 
 Variant tables
 ###################################
@@ -298,7 +302,7 @@ For score sets, you are additionally required to provide:
 
 You are encouraged to also provide:
 
-* `Score calibrations`_ to provide additional context for interpreting the scores.
+* `Calibrations`_ to provide additional context for interpreting the scores.
 * `Counts table`_ containing the variant counts (if available).
 * `Metadata files`_ containing additional information about the score set.
 
diff --git a/src/docs/mavedb/score_calibrations.rst b/src/docs/mavedb/score_calibrations.rst
index f3b913dd..6c972234 100644
--- a/src/docs/mavedb/score_calibrations.rst
+++ b/src/docs/mavedb/score_calibrations.rst
@@ -3,6 +3,117 @@ Score calibrations
 
 .. _score-calibrations-intro:
 
-
+Score calibrations in MaveDB provide a way to give additional context to variant effect scores by mapping them to known reference points. 
+This helps users interpret the scores in a biologically meaningful way. A score calibration consists of four parts: a baseline score, 
+a set of classifications, a set of evidence strength and a calibration metadata.
 
 .. _end-score-calibrations-intro:
+
+Baseline score
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-baseline-score:
+
+The baseline score represents the expected score for a variant that has no effect on the phenotype being measured. This score serves as a reference point for interpreting other variant effect scores in the dataset. 
+The baseline score is typically derived from known neutral variants or from the distribution of scores in the dataset, and may also be described as the "wild-type" or "reference" score.
+
+The baseline score should be provided as a numeric value along with a description of how it was determined. For example, if the baseline score is derived from the average score of known synonymous variants, this should be noted in the description.
+MaveDB will use the baseline score in the heatmap in order to set the color scale, and it will be displayed along with the calibration information in the score set details.
+
+.. _end-score-calibrations-baseline-score:
+
+Functional classifications
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-functional-classifications:
+
+Functional classifications provide a way to categorize variants based on their effect scores. These classifications help users understand the biological significance of the scores and facilitate comparisons between different variants.
+MaveDB supports a controlled vocabulary for functional classifications, which includes the following terms:
+
+* **Normal**: Indicates that the variant has no significant effect on the phenotype.
+* **Abnormal**: Indicates that the variant has a significant effect on the phenotype.
+* **Not specified**: Indicates that the effect of the variant is unknown or has not been determined.
+
+There are two ways to assign functional classifications to variants in MaveDB:
+
+1. **Threshold-based classification**: Users can define score thresholds that determine the functional classification of variants. For example, variants with scores above a certain threshold may be classified as "Normal", while those below the threshold are classified as "Abnormal".
+2. **Direct assignment**: Users can directly assign functional classifications to individual variants based on experimental evidence or prior knowledge. You can do this by uploading a file that includes the variant identifiers and their corresponding classifications.
+
+.. _end-score-calibrations-functional-classifications:
+
+Evidence strengths
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-evidence-strengths:
+
+Evidence strengths provide a way of indicating the evidence level that may be used for variant interpretation. MaveDB supports a controlled vocabulary for evidence strengths, which includes the following terms based on ACMG/AMP guidelines:
+
+* **Very Strong**
+* **Strong**
+* **Moderate**
+* **Supporting**
+
+You may assign a particular evidence strength to each each functional classification. Note that for "abnormal" classifications, you must provide a pathogenic evidence strength, while for "normal" classifications, you must provide a benign evidence strength.
+For "not specified" classifications, evidence strengths may not be submitted.
+
+You may also include odds of pathogenicity ("OddsPath") values for each classification. These values provide a quantitative measure of the strength of evidence associated with each classification, and may be used in variant interpretation. For more information
+on how OddsPath values relate to evidence strengths and recommendations for their application, see the guidelines provided by `Brnich et al., 2019 <https://doi.org/10.1186/s13073-019-0690-2>`_.
+
+.. _end-score-calibrations-evidence-strengths:
+
+Calibration metadata
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-calibration-metadata:
+
+Calibration metadata provides additional context about the score calibration, including information about how the calibration was performed and any relevant references or notes.
+This metadata may include:
+
+* A title for the calibration
+* A description of the methods used to determine the baseline score and functional classifications.
+* Any additional notes or comments that may be useful for users interpreting the calibration, especially with regard to the baseline score and functional classifications.
+* Whether the calibration should be marked as **research use only**, indicating that it is not intended for clinical or diagnostic purposes.
+
+In addition, users may provide three types of optional references to support the calibration:
+
+* **Threshold sources**: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes the method by which classification thresholds or classes were determined.
+* **Classification methods**: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes the method by which evidence strengths were determined.
+* **Classification sources**: A publication reference (e.g., a DOI, PubMed ID, or bioRxiv/medRxiv ID) that describes where the evidence strengths determined by the 'classification methods' are described.
+
+.. _end-score-calibrations-calibration-metadata:
+
+Calibration privacy
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-calibration-privacy:
+
+By default, score calibrations are not visible to all MaveDB users. However, you may choose to publish a calibration after it has been uploaded. Private calibrations are only visible to the user who uploaded them and any users marked as contributors on the associated score set.
+Published calibrations are visible to all MaveDB users and may be used in visualizations and interpretations of the associated score set.
+
+.. warning::
+    Once a calibration has been published, it cannot be made private again nor may it be edited. Please ensure that you are comfortable with making the calibration public before publishing it.
+
+Primary calibrations
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-primary-calibrations:
+
+A primary calibration is the main score calibration associated with a score set. Each score set in MaveDB may have at most one primary calibration. The primary calibration is used by default when displaying the score set in visualizations and when interpreting variant effect
+scores.
+
+After uploading a score calibration to MaveDB, you may choose to designate it as the primary calibration for the associated score set. If a score set already has a primary calibration, you must demote the existing primary calibration before designating a new one.
+A calibration must be publicly visible to be marked as the primary calibration, and research use only calibrations may not be designated as primary calibrations.
+
+.. note::
+   MaveDB maintainers may review primary calibrations to ensure that they meet quality standards and are appropriate for use in visualizations and interpretations, and retain
+   the right to remove primary calibration status from any calibration that does not meet these standards.
+
+.. _end-score-calibrations-primary-calibrations:
+
+Investigator provided calibrations
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _score-calibrations-investigator-provided-calibrations:
+
+When there is no primary calibration associated with a score set, investigator provided calibrations are given priority viewing over other non-primary calibrations. Investigator provided calibrations
+are any calibrations which have been uploaded by the samem user who uploaded the score set or a user marked as a contributor on the score set.
\ No newline at end of file

From 26d33f39b4261de9dc23c9af5724f9de6cad3625 Mon Sep 17 00:00:00 2001
From: Sally Grindstaff <sallybg@uw.edu>
Date: Wed, 17 Dec 2025 16:15:20 -0800
Subject: [PATCH 044/157] Use stored VEP consequence for protein effect
 histogram filtering

---
 src/components/screens/ScoreSetView.vue |  2 +-
 src/lib/variants.ts                     | 32 +++++++++++++++++++++++++
 2 files changed, 33 insertions(+), 1 deletion(-)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 02dc2ebc..04a3c83a 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -660,7 +660,7 @@ export default {
 
           let scoresUrl = null
           if (this.itemType && this.itemType.restCollectionName && this.itemId) {
-            scoresUrl = `${config.apiBaseUrl}/${this.itemType.restCollectionName}/${this.itemId}/variants/data?include_post_mapped_hgvs=true`
+            scoresUrl = `${config.apiBaseUrl}/${this.itemType.restCollectionName}/${this.itemId}/variants/data?include_post_mapped_hgvs=true&namespaces=vep&namespaces=scores`
           }
           this.setScoresDataUrl(scoresUrl)
           this.ensureScoresDataLoaded()
diff --git a/src/lib/variants.ts b/src/lib/variants.ts
index 86f28590..df890b28 100644
--- a/src/lib/variants.ts
+++ b/src/lib/variants.ts
@@ -39,6 +39,9 @@ export interface RawVariant {
     post_mapped_hgvs_p?: string
     post_mapped_vrs_digest?: string
   }
+  vep?: {
+    vep_functional_consequence?: string
+  }
 
   control?: ClinicalControlVariant
   mavedb_label?: string
@@ -395,6 +398,13 @@ function translateSimpleCodingHgvsCVariant(
  * @returns true if the variant is classified as start-loss or stop-loss; false (or undefined) otherwise.
  */
 export function isStartOrStopLoss(variant: any) {
+  if (variant.vep && variant.vep.vep_functional_consequence && variant.vep.vep_functional_consequence != 'NA') {
+    if (variant.vep.vep_functional_consequence == 'start_lost' || variant.vep.vep_functional_consequence == 'stop_lost') {
+      return true
+    } else {
+      return false
+    }
+  }
   const parsedVariant = variant.parsedPostMappedHgvsP
   if (!parsedVariant) {
     return false
@@ -416,6 +426,13 @@ export function isStartOrStopLoss(variant: any) {
 }
 
 export function variantIsMissense(variant: Variant) {
+  if (variant.vep && variant.vep.vep_functional_consequence && variant.vep.vep_functional_consequence != 'NA') {
+    if (variant.vep.vep_functional_consequence == 'missense_variant') {
+      return true
+    } else {
+      return false
+    }
+  }
   const parsedVariant = variant.parsedPostMappedHgvsP
   if (!parsedVariant) {
     return false
@@ -429,6 +446,13 @@ export function variantIsMissense(variant: Variant) {
 }
 
 export function variantIsSynonymous(variant: Variant) {
+  if (variant.vep && variant.vep.vep_functional_consequence && variant.vep.vep_functional_consequence != 'NA') {
+    if (variant.vep.vep_functional_consequence == 'synonymous_variant') {
+      return true
+    } else {
+      return false
+    }
+  }
   const parsedVariant = variant.parsedPostMappedHgvsP
   if (!parsedVariant) {
     return false
@@ -440,6 +464,13 @@ export function variantIsSynonymous(variant: Variant) {
 }
 
 export function variantIsNonsense(variant: Variant) {
+  if (variant.vep && variant.vep.vep_functional_consequence && variant.vep.vep_functional_consequence != 'NA') {
+    if (variant.vep.vep_functional_consequence == 'stop_gained') {
+      return true
+    } else {
+      return false
+    }
+  }
   const parsedVariant = variant.parsedPostMappedHgvsP
   if (!parsedVariant) {
     return false
@@ -471,6 +502,7 @@ export function variantIsOther(variant: Variant) {
 export function allCodingVariantsHaveProteinConsequence(variants: Variant[]) {
   return variants.every(
     (v) =>
+      (v.vep && v.vep.vep_functional_consequence && v.vep.vep_functional_consequence != 'NA') ||
       v.parsedPostMappedHgvsP != null ||
       (v.parsedPostMappedHgvsC?.referenceType == 'c' && v.parsedPostMappedHgvsC?.position == null)
   )

From 6bd0d114bf82f9eeefe490b720b1c4a5721ab871 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Wed, 26 Nov 2025 20:12:06 -0800
Subject: [PATCH 045/157] feat: enhance variant name retrieval logic for
 consistency

So long as variant names in a list are the same (excluding null and undefined names), we will use them as the variant header
---
 src/components/screens/VariantScreen.vue | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/src/components/screens/VariantScreen.vue b/src/components/screens/VariantScreen.vue
index e147fc18..b7383a07 100644
--- a/src/components/screens/VariantScreen.vue
+++ b/src/components/screens/VariantScreen.vue
@@ -102,6 +102,12 @@ export default defineComponent({
       if (this.variants.length == 1) {
         return this.variantName(this.variants[0])
       }
+      const names = this.variants
+        .map((v) => this.variantName(v.content))
+        .filter((name) => name != null && name !== undefined)
+      if (names.length > 0 && names.every((n) => n === names[0])) {
+        return names[0]
+      }
       return undefined
     },
     clingenAlleleName: function () {

From 6550670c403337465edb61465d05e554a7c88865 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Wed, 26 Nov 2025 20:12:23 -0800
Subject: [PATCH 046/157] feat: add download options for selected variant
 annotations

---
 src/components/screens/VariantScreen.vue | 167 ++++++++++++++++++-----
 1 file changed, 136 insertions(+), 31 deletions(-)

diff --git a/src/components/screens/VariantScreen.vue b/src/components/screens/VariantScreen.vue
index b7383a07..a7d2c227 100644
--- a/src/components/screens/VariantScreen.vue
+++ b/src/components/screens/VariantScreen.vue
@@ -1,6 +1,17 @@
 <template>
   <DefaultLayout>
-    <div v-if="alleleTitle && variants.length > 1" class="font-bold text-2xl m-3">Variant: {{ alleleTitle }}</div>
+    <div class="variant-header-row">
+      <h1 v-if="alleleTitle && variants.length > 1" class="mavedb-variant-title">Variant: {{ alleleTitle }}</h1>
+      <div class="variant-header-download-btn-wrapper">
+        <SplitButton
+          :button-props="{class: 'p-button-sm'}"
+          label="Download annotations for selected variant"
+          :menu-button-props="{class: 'p-button-sm'}"
+          :model="annotatedVariantDownloadOptions"
+          @click="annotatedVariantDownloadOptions[0].command"
+        ></SplitButton>
+      </div>
+    </div>
     <ErrorView v-if="variantsStatus == 'Error'" />
     <PageLoading v-else-if="variantsStatus == 'Loading'" />
     <Message v-else-if="variants.length == 0">No variants found in MaveDB</Message>
@@ -8,34 +19,34 @@
       <Tabs :lazy="true" :value="0">
         <TabList>
           <Tab v-for="(variant, variantIndex) in variants" :key="variant.content.urn" :value="variantIndex">
-              <div v-if="variants.length > 1" class="h-full">
-                <div class="mavedb-variants-tabview-header-text" style="color: #000; font-weight: bold">
-                  Measurement {{ variantIndex + 1 }}
-                </div>
-                <div
-                  v-if="variant.type == 'nucleotide'"
-                  class="mavedb-variants-tabview-header-text"
-                  style="color: #000; font-weight: bold"
-                >
-                  Assayed at nucleotide level
-                </div>
-                <div
-                  v-else-if="variant.type == 'protein'"
-                  class="mavedb-variants-tabview-header-text"
-                  style="color: #000; font-weight: bold"
-                >
-                  Assayed at protein level
-                </div>
-                <div
-                  v-else-if="variant.type == 'associatedNucleotide'"
-                  class="mavedb-variants-tabview-header-text"
-                  style="color: #000; font-weight: bold"
-                >
-                  Other nucleotide-level variant with equivalent protein effect
-                </div>
-                <div class="mavedb-variants-tabview-header-text">{{ variantName(variant.content) }}</div>
-                <div class="mavedb-variants-tabview-header-text">{{ variant.content.scoreSet.title }}</div>
+            <div v-if="variants.length > 1" class="h-full">
+              <div class="mavedb-variants-tabview-header-text" style="color: #000; font-weight: bold">
+                Measurement {{ variantIndex + 1 }}
+              </div>
+              <div
+                v-if="variant.type == 'nucleotide'"
+                class="mavedb-variants-tabview-header-text"
+                style="color: #000; font-weight: bold"
+              >
+                Assayed at nucleotide level
+              </div>
+              <div
+                v-else-if="variant.type == 'protein'"
+                class="mavedb-variants-tabview-header-text"
+                style="color: #000; font-weight: bold"
+              >
+                Assayed at protein level
+              </div>
+              <div
+                v-else-if="variant.type == 'associatedNucleotide'"
+                class="mavedb-variants-tabview-header-text"
+                style="color: #000; font-weight: bold"
+              >
+                Other nucleotide-level variant with equivalent protein effect
               </div>
+              <div class="mavedb-variants-tabview-header-text">{{ variantName(variant.content) }}</div>
+              <div class="mavedb-variants-tabview-header-text">{{ variant.content.scoreSet.title }}</div>
+            </div>
           </Tab>
         </TabList>
         <TabPanels>
@@ -56,6 +67,7 @@
 
 <script lang="ts">
 import axios from 'axios'
+import SplitButton from 'primevue/splitbutton'
 import Button from 'primevue/button'
 import Message from 'primevue/message'
 import Tabs from 'primevue/tabs'
@@ -74,7 +86,20 @@ import config from '@/config'
 
 export default defineComponent({
   name: 'VariantMeasurementScreen',
-  components: {Button, DefaultLayout, ErrorView, Message, PageLoading, Tabs, TabList, Tab, TabPanels, TabPanel, VariantMeasurementView},
+  components: {
+    Button,
+    DefaultLayout,
+    ErrorView,
+    Message,
+    PageLoading,
+    Tabs,
+    TabList,
+    Tab,
+    TabPanels,
+    TabPanel,
+    SplitButton,
+    VariantMeasurementView
+  },
 
   props: {
     clingenAlleleId: {
@@ -95,6 +120,9 @@ export default defineComponent({
   }),
 
   computed: {
+    activeVariant: function () {
+      return this.variants[this.activeVariantIndex]?.content
+    },
     alleleTitle: function () {
       if (this.clingenAlleleName) {
         return this.clingenAlleleName
@@ -121,6 +149,35 @@ export default defineComponent({
       } else {
         return 'mavedb-no-variants'
       }
+    },
+    annotatedVariantDownloadOptions: function () {
+      const annotatatedVariantOptions = []
+      if (this.activeVariant?.scoreSet?.scoreCalibrations) {
+        annotatatedVariantOptions.push({
+          label: 'Pathogenicity evidence line',
+          command: () => {
+            this.fetchVariantAnnotations('clinical-evidence')
+          }
+        })
+      }
+
+      if (this.activeVariant?.scoreSet?.scoreCalibrations) {
+        annotatatedVariantOptions.push({
+          label: 'Functional impact statement',
+          command: () => {
+            this.fetchVariantAnnotations('functional-impact')
+          }
+        })
+      }
+
+      annotatatedVariantOptions.push({
+        label: 'Functional impact study result',
+        command: () => {
+          this.fetchVariantAnnotations('study-result')
+        }
+      })
+
+      return annotatatedVariantOptions
     }
   },
 
@@ -186,8 +243,6 @@ export default defineComponent({
             type: 'associatedNucleotide'
           }))
           this.variants = [...nucleotideVariants, ...proteinVariants, ...associatedNucleotideVariants]
-          console.log('Variants:')
-          console.log(this.variants)
         } else if (this.clingenAlleleId.startsWith('PA')) {
           // do this separately because we want protein to show up first if protein page
           const proteinVariants = (response.data[0]?.exactMatch?.variantEffectMeasurements || []).map((entry: any) => ({
@@ -210,6 +265,43 @@ export default defineComponent({
       }
     },
 
+    fetchVariantAnnotations: async function (annotationType: string) {
+      if (!this.activeVariant?.urn) {
+        return null
+      }
+
+      try {
+        const response = await axios.get(
+          `${config.apiBaseUrl}/mapped-variants/${encodeURIComponent(this.activeVariant.urn)}/va/${annotationType}`,
+          {
+            responseType: 'json'
+          }
+        )
+
+        //convert object to Json.
+        const file = JSON.stringify(response.data)
+        const anchor = document.createElement('a')
+
+        anchor.href = 'data:text/json;charset=utf-8,' + encodeURIComponent(file)
+        anchor.target = '_blank'
+
+        //file default name
+        anchor.download = this.activeVariant.urn + '_' + annotationType + '.json'
+        anchor.click()
+      } catch (error) {
+        console.log(
+          `Error while fetching variant annotations of type "${annotationType}" for variant "${this.activeVariant.urn}"`,
+          error
+        )
+        this.$toast?.add({
+          severity: 'error',
+          summary: 'Download failed',
+          detail: `Could not fetch variant annotation. ${error.message}.`,
+          life: 4000
+        })
+      }
+    },
+
     variantName: function (variant: any) {
       return (
         this.currentMappedVariant(variant)?.postMapped?.expressions?.[0]?.value ||
@@ -224,6 +316,19 @@ export default defineComponent({
 </script>
 
 <style scoped>
+.variant-header-row {
+  display: flex;
+  align-items: center;
+  gap: 1.5rem;
+  margin-top: 1rem;
+  margin-bottom: 1rem;
+  font-weight: bold;
+  font-size: 1.5rem;
+  margin: 1rem;
+}
+.variant-header-download-btn-wrapper {
+  margin-left: auto;
+}
 .mavedb-single-variant:deep(.p-tabview-nav-container) {
   display: none;
 }

From d1c47f9751cb329dd91dddcc9163adc17fb7ae84 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Thu, 4 Dec 2025 17:48:30 -0800
Subject: [PATCH 047/157] fix: correct spelling of 'annotatedVariantOptions' in
 download options functions

---
 src/components/screens/ScoreSetView.vue  | 10 +++++-----
 src/components/screens/VariantScreen.vue | 10 +++++-----
 2 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 39a1fd69..692b0b3a 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -575,10 +575,10 @@ export default {
       return options
     },
     annotatedVariantDownloadOptions: function () {
-      const annotatatedVariantOptions = []
+      const annotatedVariantOptions = []
 
       if (this.item?.scoreCalibrations) {
-        annotatatedVariantOptions.push({
+        annotatedVariantOptions.push({
           label: 'Pathogenicity Evidence Line',
           command: () => {
             this.streamVariantAnnotations('pathogenicity-evidence-line')
@@ -587,7 +587,7 @@ export default {
       }
 
       if (this.item?.scoreCalibrations) {
-        annotatatedVariantOptions.push({
+        annotatedVariantOptions.push({
           label: 'Functional Impact Statement',
           command: () => {
             this.streamVariantAnnotations('functional-impact-statement')
@@ -595,14 +595,14 @@ export default {
         })
       }
 
-      annotatatedVariantOptions.push({
+      annotatedVariantOptions.push({
         label: 'Functional Impact Study Result',
         command: () => {
           this.streamVariantAnnotations('functional-study-result')
         }
       })
 
-      return annotatatedVariantOptions
+      return annotatedVariantOptions
     },
     hideStartAndStopLoss: function () {
       // In clinical mode, when the target is not endogenously edited (so it has a target sequence), omit start- and
diff --git a/src/components/screens/VariantScreen.vue b/src/components/screens/VariantScreen.vue
index a7d2c227..93e0b708 100644
--- a/src/components/screens/VariantScreen.vue
+++ b/src/components/screens/VariantScreen.vue
@@ -151,9 +151,9 @@ export default defineComponent({
       }
     },
     annotatedVariantDownloadOptions: function () {
-      const annotatatedVariantOptions = []
+      const annotatedVariantOptions = []
       if (this.activeVariant?.scoreSet?.scoreCalibrations) {
-        annotatatedVariantOptions.push({
+        annotatedVariantOptions.push({
           label: 'Pathogenicity evidence line',
           command: () => {
             this.fetchVariantAnnotations('clinical-evidence')
@@ -162,7 +162,7 @@ export default defineComponent({
       }
 
       if (this.activeVariant?.scoreSet?.scoreCalibrations) {
-        annotatatedVariantOptions.push({
+        annotatedVariantOptions.push({
           label: 'Functional impact statement',
           command: () => {
             this.fetchVariantAnnotations('functional-impact')
@@ -170,14 +170,14 @@ export default defineComponent({
         })
       }
 
-      annotatatedVariantOptions.push({
+      annotatedVariantOptions.push({
         label: 'Functional impact study result',
         command: () => {
           this.fetchVariantAnnotations('study-result')
         }
       })
 
-      return annotatatedVariantOptions
+      return annotatedVariantOptions
     }
   },
 

From d9b4c717abe384de69d2c30e7efc2321c5652bde Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Thu, 4 Dec 2025 17:52:41 -0800
Subject: [PATCH 048/157] feat: surface server message in toast for failed
 variant downloads where available

---
 src/components/screens/VariantScreen.vue | 16 +++++++++++++++-
 1 file changed, 15 insertions(+), 1 deletion(-)

diff --git a/src/components/screens/VariantScreen.vue b/src/components/screens/VariantScreen.vue
index 93e0b708..9574c1e1 100644
--- a/src/components/screens/VariantScreen.vue
+++ b/src/components/screens/VariantScreen.vue
@@ -289,6 +289,20 @@ export default defineComponent({
         anchor.download = this.activeVariant.urn + '_' + annotationType + '.json'
         anchor.click()
       } catch (error) {
+        let serverMessage = ''
+        if (error && error.response && error.response.data) {
+          if (typeof error.response.data === 'string') {
+            serverMessage = error.response.data
+          } else if (error.response.data.detail) {
+            serverMessage = error.response.data.detail
+          } else {
+            serverMessage = JSON.stringify(error.response.data)
+          }
+        } else if (error && error.message) {
+          serverMessage = error.message
+        } else {
+          serverMessage = 'Unknown error.'
+        }
         console.log(
           `Error while fetching variant annotations of type "${annotationType}" for variant "${this.activeVariant.urn}"`,
           error
@@ -296,7 +310,7 @@ export default defineComponent({
         this.$toast?.add({
           severity: 'error',
           summary: 'Download failed',
-          detail: `Could not fetch variant annotation. ${error.message}.`,
+          detail: `Could not fetch variant annotation: ${serverMessage}`,
           life: 4000
         })
       }

From 4d7cd56618d0e3778b769afd65079443c993be18 Mon Sep 17 00:00:00 2001
From: EstelleDa <baishenlonger@live.com.sg>
Date: Thu, 18 Dec 2025 16:19:22 +1100
Subject: [PATCH 049/157] Fix the typo of Delivery Method Description label

---
 src/components/screens/ExperimentCreator.vue | 2 +-
 src/components/screens/ExperimentEditor.vue  | 7 +++++--
 2 files changed, 6 insertions(+), 3 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 92be08d5..76f9cfa0 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -561,7 +561,7 @@ const KEYWORDS = [
   },
   {
     key: 'Delivery Method',
-    descriptionLabel: 'Delivery method Description',
+    descriptionLabel: 'Delivery Method Description',
     option: 'deliveryMethodKeywordOptions'
   },
   {
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 53163711..241a4643 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -433,7 +433,7 @@ const KEYWORDS = [
   },
   {
     key: 'Delivery Method',
-    descriptionLabel: 'Delivery method Description',
+    descriptionLabel: 'Delivery Method Description',
     option: 'deliveryMethodKeywordOptions'
   },
   {
@@ -1007,7 +1007,8 @@ export default {
       combinedKeywords.push(...phenotypicKeywords)
       // Push all of the keyworeds to this.keywords directly will raise a bug if users choose Other option without typing anything.
       this.keywords = combinedKeywords
-
+      console.log("3122312")
+      console.log(this.keywords)
       const editedFields = {
         title: this.title,
         shortDescription: this.shortDescription,
@@ -1035,11 +1036,13 @@ export default {
       let response
       try {
         if (this.item) {
+          console.log("eeedittttt")
           response = await axios.put(`${config.apiBaseUrl}/experiments/${this.item.urn}`, editedItem)
         } else {
           if (this.experimentSetUrn) {
             editedItem.experimentSetUrn = this.experimentSetUrn
           }
+          console.log("seemssss not")
           response = await axios.post(`${config.apiBaseUrl}/experiments/`, editedItem)
         }
       } catch (e) {

From 056dac22ffb645ed994e20ac0b7f54ee3b12fd4d Mon Sep 17 00:00:00 2001
From: EstelleDa <baishenlonger@live.com.sg>
Date: Fri, 19 Dec 2025 09:50:25 +1100
Subject: [PATCH 050/157] Remove the unnecessary console.log.

---
 src/components/screens/ExperimentEditor.vue | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 241a4643..3eb22f2c 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -1007,8 +1007,6 @@ export default {
       combinedKeywords.push(...phenotypicKeywords)
       // Push all of the keyworeds to this.keywords directly will raise a bug if users choose Other option without typing anything.
       this.keywords = combinedKeywords
-      console.log("3122312")
-      console.log(this.keywords)
       const editedFields = {
         title: this.title,
         shortDescription: this.shortDescription,
@@ -1036,13 +1034,11 @@ export default {
       let response
       try {
         if (this.item) {
-          console.log("eeedittttt")
           response = await axios.put(`${config.apiBaseUrl}/experiments/${this.item.urn}`, editedItem)
         } else {
           if (this.experimentSetUrn) {
             editedItem.experimentSetUrn = this.experimentSetUrn
           }
-          console.log("seemssss not")
           response = await axios.post(`${config.apiBaseUrl}/experiments/`, editedItem)
         }
       } catch (e) {

From 6b7cace5ce3835f8dd1774ee001a784e57cbfdf5 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Fri, 19 Dec 2025 17:23:33 -0800
Subject: [PATCH 051/157] wip: data set search documentation

---
 .../mavedb/_sources/data_set_search.rst.txt   |  33 ++++++++++++++++-
 public/docs/mavedb/data_set_search.html       |  35 ++++++++++++++++++
 public/docs/mavedb/index.html                 |   5 ++-
 public/docs/mavedb/objects.inv                | Bin 4533 -> 4563 bytes
 public/docs/mavedb/searchindex.js             |   2 +-
 src/docs/mavedb/data_set_search.rst           |  33 ++++++++++++++++-
 6 files changed, 104 insertions(+), 4 deletions(-)

diff --git a/public/docs/mavedb/_sources/data_set_search.rst.txt b/public/docs/mavedb/_sources/data_set_search.rst.txt
index 0ed48c4b..4a7bf6f7 100644
--- a/public/docs/mavedb/_sources/data_set_search.rst.txt
+++ b/public/docs/mavedb/_sources/data_set_search.rst.txt
@@ -6,4 +6,35 @@ Data Set Search
 MaveDB provides a search interface to help users find relevant data sets.
 You can access the search page by clicking on the "Search" link in the top navigation bar.
 
-.. _end-data-set-search-intro:
\ No newline at end of file
+.. _end-data-set-search-intro:
+
+Search interface
+-----------------------------------
+
+.. _data-set-search-interface:
+
+The search interface allows users to filter data sets based on various criteria.
+
+In the target tab, users can filter data sets based on the following fields pulled from user-submitted target metadata:
+
+* **Target name**: The name of the target associated with the data set (usually a gene or protein).
+* **Target type**: The type of target (e.g., protein-coding gene, non-coding RNA, regulatory element).
+* **Organism**: The organism from which the target is derived.
+* **Target accession**: The accession number or identifier for the target (e.g. Ensembl ID, RefSeq ID, etc.).
+
+In the publication tab, users can filter data sets based on the following publication-related fields:
+
+* **Author**: The author of any publication associated with a data set.
+* **Database**: The database of any publication associated with a dataset (e.g., PubMed, CrossRef, etc.).
+* **Journal**: The journal in which any publication associated with a data set was published.
+
+Users may also enter keywords into the search bar to perform a full-text search across all data set metadata fields, including target metadata, publication metadata, assay facts, and score set metadata.
+Note that search filters are additive; data sets must meet all specified criteria to be included in the search results.
+
+Results are grouped by experiment, with all matching score sets listed under each experiment.
+
+.. note::
+    Search results are updated in real-time as users modify their search criteria but limited to the first 100 results for performance reasons.
+    If your search returns more than 100 results, consider refining your search criteria further.
+
+.. _end-data-set-search-interface:
\ No newline at end of file
diff --git a/public/docs/mavedb/data_set_search.html b/public/docs/mavedb/data_set_search.html
index ea3b0d8b..80366810 100644
--- a/public/docs/mavedb/data_set_search.html
+++ b/public/docs/mavedb/data_set_search.html
@@ -51,6 +51,31 @@ <h3>Navigation</h3>
 <h1>Data Set Search<a class="headerlink" href="#data-set-search" title="Link to this heading">¶</a></h1>
 <p id="data-set-search-intro">MaveDB provides a search interface to help users find relevant data sets.
 You can access the search page by clicking on the “Search” link in the top navigation bar.</p>
+<section id="search-interface">
+<span id="end-data-set-search-intro"></span><h2>Search interface<a class="headerlink" href="#search-interface" title="Link to this heading">¶</a></h2>
+<p id="data-set-search-interface">The search interface allows users to filter data sets based on various criteria.</p>
+<p>In the target tab, users can filter data sets based on the following fields pulled from user-submitted target metadata:</p>
+<ul class="simple">
+<li><p><strong>Target name</strong>: The name of the target associated with the data set (usually a gene or protein).</p></li>
+<li><p><strong>Target type</strong>: The type of target (e.g., protein-coding gene, non-coding RNA, regulatory element).</p></li>
+<li><p><strong>Organism</strong>: The organism from which the target is derived.</p></li>
+<li><p><strong>Target accession</strong>: The accession number or identifier for the target (e.g. Ensembl ID, RefSeq ID, etc.).</p></li>
+</ul>
+<p>In the publication tab, users can filter data sets based on the following publication-related fields:</p>
+<ul class="simple">
+<li><p><strong>Author</strong>: The author of any publication associated with a data set.</p></li>
+<li><p><strong>Database</strong>: The database of any publication associated with a dataset (e.g., PubMed, CrossRef, etc.).</p></li>
+<li><p><strong>Journal</strong>: The journal in which any publication associated with a data set was published.</p></li>
+</ul>
+<p>Users may also enter keywords into the search bar to perform a full-text search across all data set metadata fields, including target metadata, publication metadata, assay facts, and score set metadata.
+Note that search filters are additive; data sets must meet all specified criteria to be included in the search results.</p>
+<p>Results are grouped by experiment, with all matching score sets listed under each experiment.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Search results are updated in real-time as users modify their search criteria but limited to the first 100 results for performance reasons.
+If your search returns more than 100 results, consider refining your search criteria further.</p>
+</div>
+</section>
 </section>
 
 
@@ -60,6 +85,16 @@ <h1>Data Set Search<a class="headerlink" href="#data-set-search" title="Link to
       </div>
       <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
         <div class="sphinxsidebarwrapper">
+  <div>
+    <h3><a href="index.html">Table of Contents</a></h3>
+    <ul>
+<li><a class="reference internal" href="#">Data Set Search</a><ul>
+<li><a class="reference internal" href="#search-interface">Search interface</a></li>
+</ul>
+</li>
+</ul>
+
+  </div>
   <div>
     <h4>Previous topic</h4>
     <p class="topless"><a href="publishing.html"
diff --git a/public/docs/mavedb/index.html b/public/docs/mavedb/index.html
index 1f4646af..15def0a8 100644
--- a/public/docs/mavedb/index.html
+++ b/public/docs/mavedb/index.html
@@ -113,7 +113,10 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
 <li class="toctree-l2"><a class="reference internal" href="publishing.html#deprecating-score-sets">Deprecating score sets</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="data_set_search.html">Data Set Search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="data_set_search.html">Data Set Search</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="data_set_search.html#search-interface">Search interface</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="bulk_downloads.html">Bulk downloads</a></li>
 <li class="toctree-l1"><a class="reference internal" href="collections.html">Data set collections</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="collections.html#creating-collections">Creating Collections</a></li>
diff --git a/public/docs/mavedb/objects.inv b/public/docs/mavedb/objects.inv
index a3bdec8e62b83e3fd952456cbb5d5192f222953c..563dae36ee0edc93e937c038c1fd4630a6c4b8e1 100644
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diff --git a/public/docs/mavedb/searchindex.js b/public/docs/mavedb/searchindex.js
index bdd0b58d..f20430bf 100644
--- a/public/docs/mavedb/searchindex.js
+++ b/public/docs/mavedb/searchindex.js
@@ -1 +1 @@
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"sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 60}, "alltitles": {"MaveDB accession numbers": [[0, "mavedb-accession-numbers"]], "Example accession numbers": [[0, "table-of-example-accession-numbers"]], "Meta-analysis accession numbers": [[0, "meta-analysis-accession-numbers"]], "Temporary accession numbers": [[0, "temporary-accession-numbers"]], "URNs for other resources": [[0, "urns-for-other-resources"]], "User account management": [[1, "user-account-management"]], "Setting an email address": [[1, "setting-an-email-address"]], "API access tokens": [[1, "api-access-tokens"]], "MaveDB API": [[2, "mavedb-api"]], "Assay facts": [[3, "assay-facts"]], "Assay fact sheet properties": [[3, "assay-fact-sheet-properties"]], "Bulk downloads": [[4, "bulk-downloads"]], "Citing MaveDB": [[5, "citing-mavedb"]], "Data set collections": [[6, "data-set-collections"]], "Creating Collections": [[6, "creating-collections"]], "Collection Privacy": [[6, "collection-privacy"]], "Collection Permissions": [[6, "collection-permissions"]], "Managing collections": [[6, "managing-collections"]], "Adding and removing items from collections": [[6, "adding-and-removing-items-from-collections"]], "Official Collections": [[6, "official-collections"]], "MAVE controlled vocabulary": [[7, "mave-controlled-vocabulary"]], "Available controlled vocabulary terms": [[7, "available-controlled-vocabulary-terms"]], "Variant library creation methods": [[7, "variant-library-creation-methods"]], "Delivery method": [[7, "delivery-method"]], "Phenotypic assay dimensionality": [[7, "phenotypic-assay-dimensionality"]], "Phenotypic assay method": [[7, "phenotypic-assay-method"]], "Phenotypic assay mechanism": [[7, "phenotypic-assay-mechanism"]], "Phenotypic assay model system": [[7, "phenotypic-assay-model-system"]], "Phenotypic assay profiling strategy": [[7, "phenotypic-assay-profiling-strategy"]], "Phenotypic assay sequencing read type": [[7, "phenotypic-assay-sequencing-read-type"]], "Molecular mechanism assessed": [[7, "molecular-mechanism-assessed"]], "Data table formats": [[8, "data-table-formats"]], "Variant columns": [[8, "variant-columns"]], "Fully-qualified variants": [[8, "fully-qualified-variants"]], "Base editor data": [[8, "base-editor-data"]], "Score table columns": [[8, "score-table-columns"]], "Example Score Data": [[8, "id7"]], "Count table columns": [[8, "count-table-columns"]], "Metadata files": [[8, "metadata-files"], [23, "metadata-files"]], "Data Set Search": [[9, "data-set-search"]], "Search interface": [[9, "search-interface"]], "External integrations": [[10, "external-integrations"]], "ClinGen": [[10, "clingen"]], "ClinVar": [[10, "clinvar"]], "gnomAD": [[10, "gnomad"]], "GA4GH VRS": [[10, "ga4gh-vrs"]], "Frequently Asked Questions": [[11, "frequently-asked-questions"]], "Where can I find help or contact support for MaveDB?": [[11, "where-can-i-find-help-or-contact-support-for-mavedb"]], "Getting started with MaveDB": [[12, "getting-started-with-mavedb"]], "What is MaveDB?": [[12, "what-is-mavedb"]], "Uploading data": [[12, "uploading-data"]], "Publishing data": [[12, "publishing-data"]], "Accessing data": [[12, "accessing-data"]], "Exploring data": [[12, "exploring-data"]], "Additional resources": [[12, "additional-resources"]], "MaveDB documentation": [[13, "mavedb-documentation"]], "Variant Clinical View": [[14, "variant-clinical-view"]], "Data Set Curation": [[15, "data-set-curation"]], "Evaluating functional assays": [[16, "evaluating-functional-assays"]], "MaveMD": [[17, "mavemd"]], "Variant Search": [[18, "variant-search"]], "Making your data public": [[19, "making-your-data-public"]], "Data licensing": [[19, "data-licensing"]], "Deprecating score sets": [[19, "deprecating-score-sets"]], "Experiment sets": [[20, "experiment-sets"]], "Experiments": [[21, "experiments"]], "Experiment contributors": [[21, "experiment-contributors"]], "Experiment metadata": [[21, "experiment-metadata"]], "Record types": [[22, "record-types"]], "Data set metadata and properties": [[23, "data-set-metadata-and-properties"]], "Free text metadata": [[23, "free-text-metadata"]], "Digital Object Identifiers (DOIs)": [[23, "digital-object-identifiers-dois"]], "Publication details": [[23, "publication-details"]], "Contributors": [[23, "contributors"]], "Optional structured metadata": [[23, "optional-structured-metadata"]], "Experiment specific metadata": [[23, "experiment-specific-metadata"]], "Raw data accessions": [[23, "raw-data-accessions"]], "Keywords": [[23, "keywords"]], "Score set specific metadata": [[23, "score-set-specific-metadata"]], "Licenses": [[23, "licenses"]], "Score set targets": [[23, "score-set-targets"]], "Calibrations": [[23, "calibrations"]], "Baseline score": [[23, "baseline-score"], [25, "baseline-score"]], "Functional classifications": [[23, "functional-classifications"], [25, "functional-classifications"]], "Evidence strengths": [[23, "evidence-strengths"], [25, "evidence-strengths"]], "Calibration metadata": [[23, "calibration-metadata"], [25, "calibration-metadata"]], "Calibration privacy": [[23, "calibration-privacy"], [25, "calibration-privacy"]], "Primary calibrations": [[23, "primary-calibrations"], [25, "primary-calibrations"]], "Investigator provided calibrations": [[23, "investigator-provided-calibrations"], [25, "investigator-provided-calibrations"]], "Variant tables": [[23, "variant-tables"]], "Score table": [[23, "score-table"]], "Counts table": [[23, "counts-table"]], "Metadata checklist": [[23, "metadata-checklist"]], "Score sets": [[24, "score-sets"]], "Meta-analysis score sets": [[24, "meta-analysis-score-sets"]], "Score set contributors": [[24, "score-set-contributors"]], "Deprecating data": [[24, "deprecating-data"]], "Score set metadata": [[24, "score-set-metadata"]], "Score calibrations": [[25, "score-calibrations"]], "Targets": [[26, "targets"]], "Sequence-based targets": [[26, "sequence-based-targets"]], "Sequence based target metadata": [[26, "sequence-based-target-metadata"]], "Accession-based targets": [[26, "accession-based-targets"]], "Accession based target metadata": [[26, "accession-based-target-metadata"]], "Multi-target score sets": [[26, "multi-target-score-sets"]], "Depositing your data into MaveDB": [[27, "depositing-your-data-into-mavedb"]], "Data upload wizard": [[27, "data-upload-wizard"]], "Uploading an experiment": [[27, "uploading-an-experiment"]], "What is an experiment?": [[27, "what-is-an-experiment"]], "What is required to upload an experiment?": [[27, "what-is-required-to-upload-an-experiment"]], "Uploading a score set": [[27, "uploading-a-score-set"]], "What is a score set?": [[27, "what-is-a-score-set"]], "What is required to upload a score set?": [[27, "what-is-required-to-upload-a-score-set"]], "Publishing your data": [[27, "publishing-your-data"]], "Variant Mapping": [[28, "variant-mapping"]], "Mapping process": [[28, "mapping-process"]], "Mapping integrations": [[28, "mapping-integrations"]], "Visualizations": [[29, "visualizations"]], "Example": [[29, "example"]], "Heatmap": [[29, "heatmap"]], "Histogram": [[29, "histogram"]], "Protein structure viewer": [[29, "protein-structure-viewer"]]}, "indexentries": {}})
\ No newline at end of file
diff --git a/src/docs/mavedb/data_set_search.rst b/src/docs/mavedb/data_set_search.rst
index 0ed48c4b..4a7bf6f7 100644
--- a/src/docs/mavedb/data_set_search.rst
+++ b/src/docs/mavedb/data_set_search.rst
@@ -6,4 +6,35 @@ Data Set Search
 MaveDB provides a search interface to help users find relevant data sets.
 You can access the search page by clicking on the "Search" link in the top navigation bar.
 
-.. _end-data-set-search-intro:
\ No newline at end of file
+.. _end-data-set-search-intro:
+
+Search interface
+-----------------------------------
+
+.. _data-set-search-interface:
+
+The search interface allows users to filter data sets based on various criteria.
+
+In the target tab, users can filter data sets based on the following fields pulled from user-submitted target metadata:
+
+* **Target name**: The name of the target associated with the data set (usually a gene or protein).
+* **Target type**: The type of target (e.g., protein-coding gene, non-coding RNA, regulatory element).
+* **Organism**: The organism from which the target is derived.
+* **Target accession**: The accession number or identifier for the target (e.g. Ensembl ID, RefSeq ID, etc.).
+
+In the publication tab, users can filter data sets based on the following publication-related fields:
+
+* **Author**: The author of any publication associated with a data set.
+* **Database**: The database of any publication associated with a dataset (e.g., PubMed, CrossRef, etc.).
+* **Journal**: The journal in which any publication associated with a data set was published.
+
+Users may also enter keywords into the search bar to perform a full-text search across all data set metadata fields, including target metadata, publication metadata, assay facts, and score set metadata.
+Note that search filters are additive; data sets must meet all specified criteria to be included in the search results.
+
+Results are grouped by experiment, with all matching score sets listed under each experiment.
+
+.. note::
+    Search results are updated in real-time as users modify their search criteria but limited to the first 100 results for performance reasons.
+    If your search returns more than 100 results, consider refining your search criteria further.
+
+.. _end-data-set-search-interface:
\ No newline at end of file

From 7c31ea79d56885f2441d8b9cd74ebf984847a46b Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 22 Dec 2025 11:39:45 -0800
Subject: [PATCH 052/157] wip: enhance docs for external integrations and data
 output formats

---
 .../_sources/external_integrations.rst.txt    |  26 +--
 public/docs/mavedb/_sources/index.rst.txt     |   1 +
 .../mavedb/_sources/output_formats.rst.txt    |  75 ++++++++
 public/docs/mavedb/external_integrations.html |  23 ++-
 public/docs/mavedb/index.html                 |   7 +-
 public/docs/mavedb/objects.inv                | Bin 4563 -> 4787 bytes
 public/docs/mavedb/output_formats.html        | 169 ++++++++++++++++++
 public/docs/mavedb/searchindex.js             |   2 +-
 src/docs/mavedb/external_integrations.rst     |  26 +--
 src/docs/mavedb/index.rst                     |   1 +
 src/docs/mavedb/output_formats.rst            |  75 ++++++++
 11 files changed, 374 insertions(+), 31 deletions(-)
 create mode 100644 public/docs/mavedb/_sources/output_formats.rst.txt
 create mode 100644 public/docs/mavedb/output_formats.html
 create mode 100644 src/docs/mavedb/output_formats.rst

diff --git a/public/docs/mavedb/_sources/external_integrations.rst.txt b/public/docs/mavedb/_sources/external_integrations.rst.txt
index 4d0f95cb..fd936819 100644
--- a/public/docs/mavedb/_sources/external_integrations.rst.txt
+++ b/public/docs/mavedb/_sources/external_integrations.rst.txt
@@ -3,7 +3,9 @@ External integrations
 
 .. _external-integrations-intro:
 
-MaveDB integrates with several external resources to enhance the usability and interoperability of the data it hosts.
+MaveDB integrates with several external resources to enrich hosted data sets and facilitate data sharing and interpretation.
+
+Many of these integrations rely on :ref:`variant mapping<variant mapping>` to link MAVE variants to genomic coordinates and transcripts.
 
 .. _end-external-integrations-intro:
 
@@ -12,7 +14,11 @@ ClinGen
 
 .. _clingen-integration:
 
+After mapping, MaveDB submits variant data to the `ClinGen Allele Registry <https://reg.clinicalgenome.org/>`_ to obtain ClinGen Allele IDs (CAIDs) for each variant. 
+CAIDs provide a stable and unique identifier for genetic variants, enabling consistent referencing across databases and publications.
 
+When a data set is published, MaveDB automatically submits the mapped variants to the ClinGen Linked Data Hub. This submission includes relevant metadata about the variants and their associated scores.
+This allows ClinGen to display information about the functional data from MaveDB directly on their platform, enhancing the visibility and utility of MAVE data for the clinical genomics community.
 
 .. _end-clingen-integration:
 
@@ -22,6 +28,12 @@ ClinVar
 
 .. _clinvar-integration:
 
+Using the ClinGen Allele IDs obtained during the mapping process, MaveDB cross-references variants with the `ClinVar database <https://www.ncbi.nlm.nih.gov/clinvar/>`_ to identify any existing annotations.
+These annotations power visualizations in MaveDB intended to show the segretation ability of an assay with respect to known pathogenic and benign variants. MaveDB displays ClinVar significance classifications 
+and 'star' status alongside variant effect scores, allowing users to assess how well the MAVE data aligns with established clinical interpretations and links to ClinVar entries for further information.
+
+.. note::
+    A future version of this software will allow users to submit variant interpretations back to ClinVar directly from MaveDB, streamlining the process of sharing functional evidence with the clinical genomics community.    
 
 .. _end-clinvar-integration:
 
@@ -31,14 +43,6 @@ gnomAD
 
 .. _gnomad-integration:
 
+Mapped variants in MaveDB are also cross-referenced with the `gnomAD database <https://gnomad.broadinstitute.org/>`_ to retrieve population frequency data. This integration provides users with important context about the prevalence of variants in diverse human populations.
 
-.. _end-gnomad-integration:
-
-
-GA4GH VRS
--------------------------------------------
-
-.. _ga4gh-vrs-integration:
-
-
-.. _end-ga4gh-vrs-integration:
\ No newline at end of file
+.. _end-gnomad-integration:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/index.rst.txt b/public/docs/mavedb/_sources/index.rst.txt
index 0ffadcab..bd99abe1 100644
--- a/public/docs/mavedb/_sources/index.rst.txt
+++ b/public/docs/mavedb/_sources/index.rst.txt
@@ -25,6 +25,7 @@ To report issues or request new features, please use the `MaveDB issue tracker`_
    publishing
    data_set_search
    bulk_downloads
+   output_formats
    collections
    mavemd/index
    assay_facts
diff --git a/public/docs/mavedb/_sources/output_formats.rst.txt b/public/docs/mavedb/_sources/output_formats.rst.txt
new file mode 100644
index 00000000..77411cba
--- /dev/null
+++ b/public/docs/mavedb/_sources/output_formats.rst.txt
@@ -0,0 +1,75 @@
+Output formats
+==================================
+
+.. _output-formats-intro:
+
+MaveDB supports multiple output formats for downloading variant effect score data. These formats are designed to accommodate different user needs and facilitate integration with various analysis tools and pipelines. The primary output formats available in MaveDB include:
+
+* **Score and count data**: Downloadable as CSV or TSV files, these files contain the raw and processed variant effect scores along with associated count data.
+* **Mapped variants**: Available in `GA4GH VRS <https://vrs.ga4gh.org/>`_ format, this output provides standardized representations of variants mapped to genomic coordinates.
+* **Annotated variants**: Provided in `VA-Spec <https://va-spec.ga4gh.org/>`_ format, this output includes additional annotations for each variant, such as functional classifications and evidence strengths.
+
+.. _end-output-formats-intro:
+
+Score and count data
+-----------------------------------
+
+.. _score-data-output-formats:
+
+MaveDB allows users to download variant effect score data along with associated count data in common tabular formats such as CSV (Comma-Separated Values) and TSV (Tab-Separated Values). This is the same data that users upload, but with an additional column for variant URNs that uniquely identify each variant in MaveDB. 
+Users may also choose to include other MaveDB generated columns in this output, such as mapped variant HGVS strings and VRS identifiers, if available.
+
+.. note::
+    Score and count columns are non-prescriptive and may vary between datasets, see: :ref:`data table formats`. 
+    
+    Columns may mean different things between data sets, so users should refer to the dataset documentation for details on the specific columns included in each download.
+
+.. _end-score-data-output-formats:
+
+
+Mapped variants
+-----------------------------------
+
+.. _mapped-variants-output-formats:
+
+MaveDB stores :ref:`mapped variants<variant mapping>` using the `GA4GH VRS <https://vrs.ga4gh.org/>`_ standard for representing genetic variants. Mapped variants may be downloaded in VRS JSON format, which provides a structured representation of each variant
+including genomic coordinates, alleles, and reference sequences. For data sets which have been mapped, users may download this JSON file containing all mapped variants associated with the score set.
+
+.. _end-mapped-variants-output-formats:
+
+
+Annotated variants
+-----------------------------------
+
+.. _annotated-variants-output-formats:
+
+MaveDB provides annotated variant data in the `VA-Spec <https://va-spec.ga4gh.org/>`_ format, which builds upon the VRS standard to include additional annotations relevant to variant interpretation. This output includes functional classifications, evidence strengths, and other metadata associated with each variant. There are three types of VA-Spec objects that MaveDB provides, which are described below.
+Variants may not have all three types of VA-Spec objects associated with them; the availability of each object type depends on the data provided in the score set and its calibrations.
+
+Functional Impact Study Result
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _annotated-variants-functional-impact-study-result:
+
+This object represents the results of a functional impact study for a specific variant. It includes the variant identifier, its mapping result, the observed effect score, and metadata about the study itself. This object is useful for capturing the direct results of MAVE experiments, and 
+is intended to be used as evidence in variant interpretation frameworks. It forms the basis for other exported VA-Spec objects in MaveDB.
+
+.. _end-annotated-variants-functional-impact-study-result:
+
+Functional Impact Statement
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _annotated-variants-functional-impact-statement:
+
+This object summarizes the functional impact of a variant based on the results of a functional impact study. It builds on the Functional Impact Study Result to additionally provide an overall classification (e.g., "Normal", "Abnormal") of variant effect based on provided :ref:`score calibrations <score calibrations>`. 
+
+.. _end-annotated-variants-output-formats:
+
+Pathogenicity Evidence Line
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _annotated-variants-pathogenicity-evidence-line:
+
+This object represents a line of evidence for variant pathogenicity based on functional impact data. It incorporates the Functional Impact Statement and includes evidence strengths (e.g., "Strong", "Moderate") that indicate the level of confidence in the functional classification. This object is designed to be integrated into broader variant interpretation frameworks, such as those used in clinical genomics.
+
+.. _end-annotated-variants-pathogenicity-evidence-line:
\ No newline at end of file
diff --git a/public/docs/mavedb/external_integrations.html b/public/docs/mavedb/external_integrations.html
index a6640b63..91433181 100644
--- a/public/docs/mavedb/external_integrations.html
+++ b/public/docs/mavedb/external_integrations.html
@@ -49,18 +49,28 @@ <h3>Navigation</h3>
             
   <section id="external-integrations">
 <h1>External integrations<a class="headerlink" href="#external-integrations" title="Link to this heading">¶</a></h1>
-<p id="external-integrations-intro">MaveDB integrates with several external resources to enhance the usability and interoperability of the data it hosts.</p>
+<p id="external-integrations-intro">MaveDB integrates with several external resources to enrich hosted data sets and facilitate data sharing and interpretation.</p>
+<p>Many of these integrations rely on <a class="reference internal" href="variant_mapping.html#variant-mapping"><span class="std std-ref">variant mapping</span></a> to link MAVE variants to genomic coordinates and transcripts.</p>
 <section id="clingen">
 <span id="end-external-integrations-intro"></span><h2>ClinGen<a class="headerlink" href="#clingen" title="Link to this heading">¶</a></h2>
+<p id="clingen-integration">After mapping, MaveDB submits variant data to the <a class="reference external" href="https://reg.clinicalgenome.org/">ClinGen Allele Registry</a> to obtain ClinGen Allele IDs (CAIDs) for each variant.
+CAIDs provide a stable and unique identifier for genetic variants, enabling consistent referencing across databases and publications.</p>
+<p>When a data set is published, MaveDB automatically submits the mapped variants to the ClinGen Linked Data Hub. This submission includes relevant metadata about the variants and their associated scores.
+This allows ClinGen to display information about the functional data from MaveDB directly on their platform, enhancing the visibility and utility of MAVE data for the clinical genomics community.</p>
 </section>
 <section id="clinvar">
-<span id="end-clingen-integration"></span><span id="clingen-integration"></span><h2>ClinVar<a class="headerlink" href="#clinvar" title="Link to this heading">¶</a></h2>
+<span id="end-clingen-integration"></span><h2>ClinVar<a class="headerlink" href="#clinvar" title="Link to this heading">¶</a></h2>
+<p id="clinvar-integration">Using the ClinGen Allele IDs obtained during the mapping process, MaveDB cross-references variants with the <a class="reference external" href="https://www.ncbi.nlm.nih.gov/clinvar/">ClinVar database</a> to identify any existing annotations.
+These annotations power visualizations in MaveDB intended to show the segretation ability of an assay with respect to known pathogenic and benign variants. MaveDB displays ClinVar significance classifications
+and ‘star’ status alongside variant effect scores, allowing users to assess how well the MAVE data aligns with established clinical interpretations and links to ClinVar entries for further information.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>A future version of this software will allow users to submit variant interpretations back to ClinVar directly from MaveDB, streamlining the process of sharing functional evidence with the clinical genomics community.</p>
+</div>
 </section>
 <section id="gnomad">
-<span id="end-clinvar-integration"></span><span id="clinvar-integration"></span><h2>gnomAD<a class="headerlink" href="#gnomad" title="Link to this heading">¶</a></h2>
-</section>
-<section id="ga4gh-vrs">
-<span id="end-gnomad-integration"></span><span id="gnomad-integration"></span><h2>GA4GH VRS<a class="headerlink" href="#ga4gh-vrs" title="Link to this heading">¶</a></h2>
+<span id="end-clinvar-integration"></span><h2>gnomAD<a class="headerlink" href="#gnomad" title="Link to this heading">¶</a></h2>
+<p id="gnomad-integration">Mapped variants in MaveDB are also cross-referenced with the <a class="reference external" href="https://gnomad.broadinstitute.org/">gnomAD database</a> to retrieve population frequency data. This integration provides users with important context about the prevalence of variants in diverse human populations.</p>
 </section>
 </section>
 
@@ -78,7 +88,6 @@ <h3><a href="index.html">Table of Contents</a></h3>
 <li><a class="reference internal" href="#clingen">ClinGen</a></li>
 <li><a class="reference internal" href="#clinvar">ClinVar</a></li>
 <li><a class="reference internal" href="#gnomad">gnomAD</a></li>
-<li><a class="reference internal" href="#ga4gh-vrs">GA4GH VRS</a></li>
 </ul>
 </li>
 </ul>
diff --git a/public/docs/mavedb/index.html b/public/docs/mavedb/index.html
index 15def0a8..a918092c 100644
--- a/public/docs/mavedb/index.html
+++ b/public/docs/mavedb/index.html
@@ -118,6 +118,12 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="bulk_downloads.html">Bulk downloads</a></li>
+<li class="toctree-l1"><a class="reference internal" href="output_formats.html">Output formats</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="output_formats.html#score-and-count-data">Score and count data</a></li>
+<li class="toctree-l2"><a class="reference internal" href="output_formats.html#mapped-variants">Mapped variants</a></li>
+<li class="toctree-l2"><a class="reference internal" href="output_formats.html#annotated-variants">Annotated variants</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="collections.html">Data set collections</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="collections.html#creating-collections">Creating Collections</a></li>
 <li class="toctree-l2"><a class="reference internal" href="collections.html#collection-privacy">Collection Privacy</a></li>
@@ -145,7 +151,6 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
 <li class="toctree-l2"><a class="reference internal" href="external_integrations.html#clingen">ClinGen</a></li>
 <li class="toctree-l2"><a class="reference internal" href="external_integrations.html#clinvar">ClinVar</a></li>
 <li class="toctree-l2"><a class="reference internal" href="external_integrations.html#gnomad">gnomAD</a></li>
-<li class="toctree-l2"><a class="reference internal" href="external_integrations.html#ga4gh-vrs">GA4GH VRS</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="accession_numbers.html">MaveDB accession numbers</a><ul>
diff --git a/public/docs/mavedb/objects.inv b/public/docs/mavedb/objects.inv
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+  <section id="output-formats">
+<h1>Output formats<a class="headerlink" href="#output-formats" title="Link to this heading">¶</a></h1>
+<p id="output-formats-intro">MaveDB supports multiple output formats for downloading variant effect score data. These formats are designed to accommodate different user needs and facilitate integration with various analysis tools and pipelines. The primary output formats available in MaveDB include:</p>
+<ul class="simple">
+<li><p><strong>Score and count data</strong>: Downloadable as CSV or TSV files, these files contain the raw and processed variant effect scores along with associated count data.</p></li>
+<li><p><strong>Mapped variants</strong>: Available in <a class="reference external" href="https://vrs.ga4gh.org/">GA4GH VRS</a> format, this output provides standardized representations of variants mapped to genomic coordinates.</p></li>
+<li><p><strong>Annotated variants</strong>: Provided in <a class="reference external" href="https://va-spec.ga4gh.org/">VA-Spec</a> format, this output includes additional annotations for each variant, such as functional classifications and evidence strengths.</p></li>
+</ul>
+<section id="score-and-count-data">
+<span id="end-output-formats-intro"></span><h2>Score and count data<a class="headerlink" href="#score-and-count-data" title="Link to this heading">¶</a></h2>
+<p id="score-data-output-formats">MaveDB allows users to download variant effect score data along with associated count data in common tabular formats such as CSV (Comma-Separated Values) and TSV (Tab-Separated Values). This is the same data that users upload, but with an additional column for variant URNs that uniquely identify each variant in MaveDB.
+Users may also choose to include other MaveDB generated columns in this output, such as mapped variant HGVS strings and VRS identifiers, if available.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Score and count columns are non-prescriptive and may vary between datasets, see: <a class="reference internal" href="data_formats.html#data-table-formats"><span class="std std-ref">Data table formats</span></a>.</p>
+<p>Columns may mean different things between data sets, so users should refer to the dataset documentation for details on the specific columns included in each download.</p>
+</div>
+</section>
+<section id="mapped-variants">
+<span id="end-score-data-output-formats"></span><h2>Mapped variants<a class="headerlink" href="#mapped-variants" title="Link to this heading">¶</a></h2>
+<p id="mapped-variants-output-formats">MaveDB stores <a class="reference internal" href="variant_mapping.html#variant-mapping"><span class="std std-ref">mapped variants</span></a> using the <a class="reference external" href="https://vrs.ga4gh.org/">GA4GH VRS</a> standard for representing genetic variants. Mapped variants may be downloaded in VRS JSON format, which provides a structured representation of each variant
+including genomic coordinates, alleles, and reference sequences. For data sets which have been mapped, users may download this JSON file containing all mapped variants associated with the score set.</p>
+</section>
+<section id="annotated-variants">
+<span id="end-mapped-variants-output-formats"></span><h2>Annotated variants<a class="headerlink" href="#annotated-variants" title="Link to this heading">¶</a></h2>
+<p id="annotated-variants-output-formats">MaveDB provides annotated variant data in the <a class="reference external" href="https://va-spec.ga4gh.org/">VA-Spec</a> format, which builds upon the VRS standard to include additional annotations relevant to variant interpretation. This output includes functional classifications, evidence strengths, and other metadata associated with each variant. There are three types of VA-Spec objects that MaveDB provides, which are described below.
+Variants may not have all three types of VA-Spec objects associated with them; the availability of each object type depends on the data provided in the score set and its calibrations.</p>
+<section id="functional-impact-study-result">
+<h3>Functional Impact Study Result<a class="headerlink" href="#functional-impact-study-result" title="Link to this heading">¶</a></h3>
+<p id="annotated-variants-functional-impact-study-result">This object represents the results of a functional impact study for a specific variant. It includes the variant identifier, its mapping result, the observed effect score, and metadata about the study itself. This object is useful for capturing the direct results of MAVE experiments, and
+is intended to be used as evidence in variant interpretation frameworks. It forms the basis for other exported VA-Spec objects in MaveDB.</p>
+</section>
+<section id="functional-impact-statement">
+<span id="end-annotated-variants-functional-impact-study-result"></span><h3>Functional Impact Statement<a class="headerlink" href="#functional-impact-statement" title="Link to this heading">¶</a></h3>
+<p id="annotated-variants-functional-impact-statement">This object summarizes the functional impact of a variant based on the results of a functional impact study. It builds on the Functional Impact Study Result to additionally provide an overall classification (e.g., “Normal”, “Abnormal”) of variant effect based on provided <a class="reference internal" href="score_calibrations.html#score-calibrations"><span class="std std-ref">score calibrations</span></a>.</p>
+</section>
+<section id="pathogenicity-evidence-line">
+<span id="end-annotated-variants-output-formats"></span><h3>Pathogenicity Evidence Line<a class="headerlink" href="#pathogenicity-evidence-line" title="Link to this heading">¶</a></h3>
+<p id="annotated-variants-pathogenicity-evidence-line">This object represents a line of evidence for variant pathogenicity based on functional impact data. It incorporates the Functional Impact Statement and includes evidence strengths (e.g., “Strong”, “Moderate”) that indicate the level of confidence in the functional classification. This object is designed to be integrated into broader variant interpretation frameworks, such as those used in clinical genomics.</p>
+</section>
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+<li><a class="reference internal" href="#">Output formats</a><ul>
+<li><a class="reference internal" href="#score-and-count-data">Score and count data</a></li>
+<li><a class="reference internal" href="#mapped-variants">Mapped variants</a></li>
+<li><a class="reference internal" href="#annotated-variants">Annotated variants</a><ul>
+<li><a class="reference internal" href="#functional-impact-study-result">Functional Impact Study Result</a></li>
+<li><a class="reference internal" href="#functional-impact-statement">Functional Impact Statement</a></li>
+<li><a class="reference internal" href="#pathogenicity-evidence-line">Pathogenicity Evidence Line</a></li>
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"digit": 24, "object": 24, "identifi": 24, "doi": 24, "specif": 24, "calibr": [24, 26], "wizard": 28, "map": [19, 29], "process": 29, "visual": 30, "heatmap": 30, "histogram": 30, "protein": 30, "viewer": 30, "baselin": [24, 26], "classif": [24, 26], "evid": [19, 24, 26], "strength": [24, 26], "primari": [24, 26], "investig": [24, 26], "provid": [24, 26], "interfac": 9, "output": 19, "annot": 19, "impact": 19, "studi": 19, "result": 19, "statement": 19, "pathogen": 19, "line": 19}, "envversion": {"sphinx.domains.c": 3, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 9, "sphinx.domains.index": 1, "sphinx.domains.javascript": 3, "sphinx.domains.math": 2, "sphinx.domains.python": 4, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx": 60}, "alltitles": {"MaveDB accession numbers": [[0, "mavedb-accession-numbers"]], "Example accession numbers": [[0, "table-of-example-accession-numbers"]], "Meta-analysis accession numbers": [[0, 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"MAVE controlled vocabulary": [[7, "mave-controlled-vocabulary"]], "Available controlled vocabulary terms": [[7, "available-controlled-vocabulary-terms"]], "Variant library creation methods": [[7, "variant-library-creation-methods"]], "Delivery method": [[7, "delivery-method"]], "Phenotypic assay dimensionality": [[7, "phenotypic-assay-dimensionality"]], "Phenotypic assay method": [[7, "phenotypic-assay-method"]], "Phenotypic assay mechanism": [[7, "phenotypic-assay-mechanism"]], "Phenotypic assay model system": [[7, "phenotypic-assay-model-system"]], "Phenotypic assay profiling strategy": [[7, "phenotypic-assay-profiling-strategy"]], "Phenotypic assay sequencing read type": [[7, "phenotypic-assay-sequencing-read-type"]], "Molecular mechanism assessed": [[7, "molecular-mechanism-assessed"]], "Data table formats": [[8, "data-table-formats"]], "Variant columns": [[8, "variant-columns"]], "Fully-qualified variants": [[8, "fully-qualified-variants"]], "Base editor data": [[8, "base-editor-data"]], "Score table columns": [[8, "score-table-columns"]], "Example Score Data": [[8, "id7"]], "Count table columns": [[8, "count-table-columns"]], "Metadata files": [[8, "metadata-files"], [24, "metadata-files"]], "Data Set Search": [[9, "data-set-search"]], "Search interface": [[9, "search-interface"]], "Frequently Asked Questions": [[11, "frequently-asked-questions"]], "Where can I find help or contact support for MaveDB?": [[11, "where-can-i-find-help-or-contact-support-for-mavedb"]], "Variant Clinical View": [[14, "variant-clinical-view"]], "Data Set Curation": [[15, "data-set-curation"]], "Evaluating functional assays": [[16, "evaluating-functional-assays"]], "MaveMD": [[17, "mavemd"]], "Variant Search": [[18, "variant-search"]], "Making your data public": [[20, "making-your-data-public"]], "Data licensing": [[20, "data-licensing"]], "Deprecating score sets": [[20, "deprecating-score-sets"]], "Experiment sets": [[21, "experiment-sets"]], "Experiments": [[22, "experiments"]], "Experiment contributors": [[22, "experiment-contributors"]], "Experiment metadata": [[22, "experiment-metadata"]], "Record types": [[23, "record-types"]], "Data set metadata and properties": [[24, "data-set-metadata-and-properties"]], "Free text metadata": [[24, "free-text-metadata"]], "Digital Object Identifiers (DOIs)": [[24, "digital-object-identifiers-dois"]], "Publication details": [[24, "publication-details"]], "Contributors": [[24, "contributors"]], "Optional structured metadata": [[24, "optional-structured-metadata"]], "Experiment specific metadata": [[24, "experiment-specific-metadata"]], "Raw data accessions": [[24, "raw-data-accessions"]], "Keywords": [[24, "keywords"]], "Score set specific metadata": [[24, "score-set-specific-metadata"]], "Licenses": [[24, "licenses"]], "Score set targets": [[24, "score-set-targets"]], "Calibrations": [[24, "calibrations"]], "Baseline score": [[24, "baseline-score"], [26, "baseline-score"]], "Functional classifications": [[24, "functional-classifications"], [26, "functional-classifications"]], "Evidence strengths": [[24, "evidence-strengths"], [26, "evidence-strengths"]], "Calibration metadata": [[24, "calibration-metadata"], [26, "calibration-metadata"]], "Calibration privacy": [[24, "calibration-privacy"], [26, "calibration-privacy"]], "Primary calibrations": [[24, "primary-calibrations"], [26, "primary-calibrations"]], "Investigator provided calibrations": [[24, "investigator-provided-calibrations"], [26, "investigator-provided-calibrations"]], "Variant tables": [[24, "variant-tables"]], "Score table": [[24, "score-table"]], "Counts table": [[24, "counts-table"]], "Metadata checklist": [[24, "metadata-checklist"]], "Score sets": [[25, "score-sets"]], "Meta-analysis score sets": [[25, "meta-analysis-score-sets"]], "Score set contributors": [[25, "score-set-contributors"]], "Deprecating data": [[25, "deprecating-data"]], "Score set metadata": [[25, "score-set-metadata"]], "Score calibrations": [[26, 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"score-and-count-data"]], "Mapped variants": [[19, "mapped-variants"]], "Annotated variants": [[19, "annotated-variants"]], "Functional Impact Study Result": [[19, "functional-impact-study-result"]], "Functional Impact Statement": [[19, "functional-impact-statement"]], "Pathogenicity Evidence Line": [[19, "pathogenicity-evidence-line"]]}, "indexentries": {}})
\ No newline at end of file
diff --git a/src/docs/mavedb/external_integrations.rst b/src/docs/mavedb/external_integrations.rst
index 4d0f95cb..fd936819 100644
--- a/src/docs/mavedb/external_integrations.rst
+++ b/src/docs/mavedb/external_integrations.rst
@@ -3,7 +3,9 @@ External integrations
 
 .. _external-integrations-intro:
 
-MaveDB integrates with several external resources to enhance the usability and interoperability of the data it hosts.
+MaveDB integrates with several external resources to enrich hosted data sets and facilitate data sharing and interpretation.
+
+Many of these integrations rely on :ref:`variant mapping<variant mapping>` to link MAVE variants to genomic coordinates and transcripts.
 
 .. _end-external-integrations-intro:
 
@@ -12,7 +14,11 @@ ClinGen
 
 .. _clingen-integration:
 
+After mapping, MaveDB submits variant data to the `ClinGen Allele Registry <https://reg.clinicalgenome.org/>`_ to obtain ClinGen Allele IDs (CAIDs) for each variant. 
+CAIDs provide a stable and unique identifier for genetic variants, enabling consistent referencing across databases and publications.
 
+When a data set is published, MaveDB automatically submits the mapped variants to the ClinGen Linked Data Hub. This submission includes relevant metadata about the variants and their associated scores.
+This allows ClinGen to display information about the functional data from MaveDB directly on their platform, enhancing the visibility and utility of MAVE data for the clinical genomics community.
 
 .. _end-clingen-integration:
 
@@ -22,6 +28,12 @@ ClinVar
 
 .. _clinvar-integration:
 
+Using the ClinGen Allele IDs obtained during the mapping process, MaveDB cross-references variants with the `ClinVar database <https://www.ncbi.nlm.nih.gov/clinvar/>`_ to identify any existing annotations.
+These annotations power visualizations in MaveDB intended to show the segretation ability of an assay with respect to known pathogenic and benign variants. MaveDB displays ClinVar significance classifications 
+and 'star' status alongside variant effect scores, allowing users to assess how well the MAVE data aligns with established clinical interpretations and links to ClinVar entries for further information.
+
+.. note::
+    A future version of this software will allow users to submit variant interpretations back to ClinVar directly from MaveDB, streamlining the process of sharing functional evidence with the clinical genomics community.    
 
 .. _end-clinvar-integration:
 
@@ -31,14 +43,6 @@ gnomAD
 
 .. _gnomad-integration:
 
+Mapped variants in MaveDB are also cross-referenced with the `gnomAD database <https://gnomad.broadinstitute.org/>`_ to retrieve population frequency data. This integration provides users with important context about the prevalence of variants in diverse human populations.
 
-.. _end-gnomad-integration:
-
-
-GA4GH VRS
--------------------------------------------
-
-.. _ga4gh-vrs-integration:
-
-
-.. _end-ga4gh-vrs-integration:
\ No newline at end of file
+.. _end-gnomad-integration:
\ No newline at end of file
diff --git a/src/docs/mavedb/index.rst b/src/docs/mavedb/index.rst
index 0ffadcab..bd99abe1 100644
--- a/src/docs/mavedb/index.rst
+++ b/src/docs/mavedb/index.rst
@@ -25,6 +25,7 @@ To report issues or request new features, please use the `MaveDB issue tracker`_
    publishing
    data_set_search
    bulk_downloads
+   output_formats
    collections
    mavemd/index
    assay_facts
diff --git a/src/docs/mavedb/output_formats.rst b/src/docs/mavedb/output_formats.rst
new file mode 100644
index 00000000..77411cba
--- /dev/null
+++ b/src/docs/mavedb/output_formats.rst
@@ -0,0 +1,75 @@
+Output formats
+==================================
+
+.. _output-formats-intro:
+
+MaveDB supports multiple output formats for downloading variant effect score data. These formats are designed to accommodate different user needs and facilitate integration with various analysis tools and pipelines. The primary output formats available in MaveDB include:
+
+* **Score and count data**: Downloadable as CSV or TSV files, these files contain the raw and processed variant effect scores along with associated count data.
+* **Mapped variants**: Available in `GA4GH VRS <https://vrs.ga4gh.org/>`_ format, this output provides standardized representations of variants mapped to genomic coordinates.
+* **Annotated variants**: Provided in `VA-Spec <https://va-spec.ga4gh.org/>`_ format, this output includes additional annotations for each variant, such as functional classifications and evidence strengths.
+
+.. _end-output-formats-intro:
+
+Score and count data
+-----------------------------------
+
+.. _score-data-output-formats:
+
+MaveDB allows users to download variant effect score data along with associated count data in common tabular formats such as CSV (Comma-Separated Values) and TSV (Tab-Separated Values). This is the same data that users upload, but with an additional column for variant URNs that uniquely identify each variant in MaveDB. 
+Users may also choose to include other MaveDB generated columns in this output, such as mapped variant HGVS strings and VRS identifiers, if available.
+
+.. note::
+    Score and count columns are non-prescriptive and may vary between datasets, see: :ref:`data table formats`. 
+    
+    Columns may mean different things between data sets, so users should refer to the dataset documentation for details on the specific columns included in each download.
+
+.. _end-score-data-output-formats:
+
+
+Mapped variants
+-----------------------------------
+
+.. _mapped-variants-output-formats:
+
+MaveDB stores :ref:`mapped variants<variant mapping>` using the `GA4GH VRS <https://vrs.ga4gh.org/>`_ standard for representing genetic variants. Mapped variants may be downloaded in VRS JSON format, which provides a structured representation of each variant
+including genomic coordinates, alleles, and reference sequences. For data sets which have been mapped, users may download this JSON file containing all mapped variants associated with the score set.
+
+.. _end-mapped-variants-output-formats:
+
+
+Annotated variants
+-----------------------------------
+
+.. _annotated-variants-output-formats:
+
+MaveDB provides annotated variant data in the `VA-Spec <https://va-spec.ga4gh.org/>`_ format, which builds upon the VRS standard to include additional annotations relevant to variant interpretation. This output includes functional classifications, evidence strengths, and other metadata associated with each variant. There are three types of VA-Spec objects that MaveDB provides, which are described below.
+Variants may not have all three types of VA-Spec objects associated with them; the availability of each object type depends on the data provided in the score set and its calibrations.
+
+Functional Impact Study Result
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _annotated-variants-functional-impact-study-result:
+
+This object represents the results of a functional impact study for a specific variant. It includes the variant identifier, its mapping result, the observed effect score, and metadata about the study itself. This object is useful for capturing the direct results of MAVE experiments, and 
+is intended to be used as evidence in variant interpretation frameworks. It forms the basis for other exported VA-Spec objects in MaveDB.
+
+.. _end-annotated-variants-functional-impact-study-result:
+
+Functional Impact Statement
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _annotated-variants-functional-impact-statement:
+
+This object summarizes the functional impact of a variant based on the results of a functional impact study. It builds on the Functional Impact Study Result to additionally provide an overall classification (e.g., "Normal", "Abnormal") of variant effect based on provided :ref:`score calibrations <score calibrations>`. 
+
+.. _end-annotated-variants-output-formats:
+
+Pathogenicity Evidence Line
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+.. _annotated-variants-pathogenicity-evidence-line:
+
+This object represents a line of evidence for variant pathogenicity based on functional impact data. It incorporates the Functional Impact Statement and includes evidence strengths (e.g., "Strong", "Moderate") that indicate the level of confidence in the functional classification. This object is designed to be integrated into broader variant interpretation frameworks, such as those used in clinical genomics.
+
+.. _end-annotated-variants-pathogenicity-evidence-line:
\ No newline at end of file

From a96f636d347ca6b987c12af94ecba81dcecab3e5 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 22 Dec 2025 13:26:47 -0800
Subject: [PATCH 053/157] wip: visualization documentation

---
 .../mavedb/_images/bard1_base_histogram.png   | Bin 0 -> 30605 bytes
 .../_images/bard1_clinical_histogram.png      | Bin 0 -> 34439 bytes
 .../mavedb/_images/bard1_custom_histogram.png | Bin 0 -> 115354 bytes
 .../bard1_protein_effect_histogram.png        | Bin 0 -> 37564 bytes
 public/docs/mavedb/_images/msh2_heatmap.png   | Bin 0 -> 169763 bytes
 .../mavedb/_images/msh2_protein_structure.png | Bin 0 -> 1519313 bytes
 .../_sources/external_integrations.rst.txt    |  11 +-
 .../mavedb/_sources/variant_mapping.rst.txt   |   2 +-
 .../mavedb/_sources/visualizations.rst.txt    |  97 +++++++++++++-----
 public/docs/mavedb/bulk_downloads.html        |  10 +-
 public/docs/mavedb/collections.html           |  10 +-
 public/docs/mavedb/external_integrations.html |   5 +
 public/docs/mavedb/index.html                 |   5 +-
 public/docs/mavedb/objects.inv                | Bin 4787 -> 4816 bytes
 public/docs/mavedb/searchindex.js             |   2 +-
 public/docs/mavedb/variant_mapping.html       |   2 +-
 public/docs/mavedb/visualizations.html        |  85 ++++++++-------
 src/docs/mavedb/external_integrations.rst     |  11 +-
 .../mavedb/images/bard1_base_histogram.png    | Bin 0 -> 30605 bytes
 .../images/bard1_clinical_histogram.png       | Bin 0 -> 34439 bytes
 .../mavedb/images/bard1_custom_histogram.png  | Bin 0 -> 115354 bytes
 .../images/bard1_protein_effect_histogram.png | Bin 0 -> 37564 bytes
 src/docs/mavedb/images/msh2_heatmap.png       | Bin 0 -> 169763 bytes
 .../mavedb/images/msh2_protein_structure.png  | Bin 0 -> 1519313 bytes
 src/docs/mavedb/variant_mapping.rst           |   2 +-
 src/docs/mavedb/visualizations.rst            |  97 +++++++++++++-----
 26 files changed, 237 insertions(+), 102 deletions(-)
 create mode 100644 public/docs/mavedb/_images/bard1_base_histogram.png
 create mode 100644 public/docs/mavedb/_images/bard1_clinical_histogram.png
 create mode 100644 public/docs/mavedb/_images/bard1_custom_histogram.png
 create mode 100644 public/docs/mavedb/_images/bard1_protein_effect_histogram.png
 create mode 100644 public/docs/mavedb/_images/msh2_heatmap.png
 create mode 100644 public/docs/mavedb/_images/msh2_protein_structure.png
 create mode 100644 src/docs/mavedb/images/bard1_base_histogram.png
 create mode 100644 src/docs/mavedb/images/bard1_clinical_histogram.png
 create mode 100644 src/docs/mavedb/images/bard1_custom_histogram.png
 create mode 100644 src/docs/mavedb/images/bard1_protein_effect_histogram.png
 create mode 100644 src/docs/mavedb/images/msh2_heatmap.png
 create mode 100644 src/docs/mavedb/images/msh2_protein_structure.png

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diff --git a/public/docs/mavedb/_sources/external_integrations.rst.txt b/public/docs/mavedb/_sources/external_integrations.rst.txt
index fd936819..df8c51fc 100644
--- a/public/docs/mavedb/_sources/external_integrations.rst.txt
+++ b/public/docs/mavedb/_sources/external_integrations.rst.txt
@@ -45,4 +45,13 @@ gnomAD
 
 Mapped variants in MaveDB are also cross-referenced with the `gnomAD database <https://gnomad.broadinstitute.org/>`_ to retrieve population frequency data. This integration provides users with important context about the prevalence of variants in diverse human populations.
 
-.. _end-gnomad-integration:
\ No newline at end of file
+.. _end-gnomad-integration:
+
+VEP
+-------------------------------------------
+
+.. _vep-integration:
+
+MaveDB utilizes the `Ensembl Variant Effect Predictor (VEP) <https://www.ensembl.org/info/docs/tools/vep/index.html>`_ to annotate mapped variants with predicted functional consequences. VEP provides insights into how variants may impact gene function, including effects on protein coding sequences, splicing, and regulatory regions.
+
+.. _end-vep-integration:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/variant_mapping.rst.txt b/public/docs/mavedb/_sources/variant_mapping.rst.txt
index 686f129a..c14d24aa 100644
--- a/public/docs/mavedb/_sources/variant_mapping.rst.txt
+++ b/public/docs/mavedb/_sources/variant_mapping.rst.txt
@@ -48,7 +48,7 @@ Variants are mapped to genomic coordinates upon upload of a score set. The mappi
    to ensure that variants have been accurately mapped.** Contributors can view mapping results on the score set page and download a report of mapped and unmapped variants.
 
    Mapping failures do not prevent datasets from being published in MaveDB, but mapped variants
-   are required for certain features such as :ref:`variant search<variant-search>`, linkages with
+   are required for certain features such as :ref:`variant search<variant search>`, linkages with
    certain :ref:`external resources<external integrations>`, and inclusion in :ref:`mavemd`.
 
 .. _end-mapping-process:
diff --git a/public/docs/mavedb/_sources/visualizations.rst.txt b/public/docs/mavedb/_sources/visualizations.rst.txt
index 90baea27..9e047b11 100644
--- a/public/docs/mavedb/_sources/visualizations.rst.txt
+++ b/public/docs/mavedb/_sources/visualizations.rst.txt
@@ -3,33 +3,62 @@ Visualizations
 
 .. _visualizations-intro:
 
-Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum at risus ac urna dapibus dapibus. Praesent congue, justo sit amet hendrerit varius, nibh nibh imperdiet lorem, non interdum turpis orci non odio. Integer vel mi euismod, varius erat non, feugiat augue.
+MaveDB offers several built-in visualizations to help users explore and interpret variant effect data. These visualizations are automatically generated for published score sets and displayed 
+prominently on the score set details page. Users can also download the underlying data used to create these visualizations for further analysis, or download the visualizations themselves 
+as image files for use in presentations or publications.
 
-- Curabitur facilisis nibh quis arcu dignissim.
-- Sed non odio ut sapien iaculis accumsan.
-- Phasellus luctus urna a mauris faucibus.
+.. _end-visualizations-intro:
 
-.. note::
-    Quisque vitae lectus eget nunc imperdiet feugiat. Morbi non mi sed magna sollicitudin sagittis.
 
-.. _end-visualizations-intro:
+Histogram
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _histogram-viz:
+
+The histogram visualization displays the distribution of variant effect scores within a score set. This visualization helps users quickly assess the overall distribution of scores within a dataset. 
+
+Hovering over a bin in the histogram reveals the number of variants that fall within that score range for each series and shows which classification ranges
+the bin overlaps when a score calibration is selected. When a variant is selected, the corresponding bin in the histogram is highlighted to show where the variant's score falls within the overall distribution
+and the tooltip provides additional information about the selected variant.
+
+.. figure:: images/bard1_base_histogram.png
+   :name: base-histogram-example
+   :alt: Default histogram visualization from a MaveDB score set page
+   :align: left
+   
+In the example above, we show the base histogram visualization from `urn:mavedb:00001250-a-1 <https://mavedb.org/score-sets/urn:mavedb:00001250-a-1>`_, which describes saturation genome editing of *BARD1*.
+
+When a score set has been linked to :ref:`ClinVar annotations <clinvar-integration>`, the histogram will have a 'clinical view' available. This view overlays the distribution of scores for variants classified as 'Pathogenic' and 'Benign' in ClinVar, allowing users to assess how well the assay segregates known clinical variants.
+
+.. figure:: images/bard1_clinical_histogram.png
+   :name: clinical-histogram-example
+   :alt: Clinical view of the histogram visualization from a MaveDB score set page
+   :align: left
+
+In the example above, we show the clinical view of the histogram visualization from `urn:mavedb:00001250-a-1 <https://mavedb.org/score-sets/urn:mavedb:00001250-a-1>`_, which describes saturation genome editing of *BARD1*.
+
+When a score set includes :ref:`variant effect predictions <vep-integration>`, users may also view a 'protein effect' version of the histogram. This view overlays the distribution of scores for variants predicted to have different effects on the protein, such as 'missense', 'nonsense', and 'synonymous' variants.
 
-Example
--------
+.. figure:: images/bard1_protein_effect_histogram.png
+   :name: protein-effect-histogram-example
+   :alt: Protein effect view of the histogram visualization from a MaveDB score set page
+   :align: left
 
-.. code-block:: python
+In the example above, we show the protein effect view of the histogram visualization from `urn:mavedb:00001250-a-1 <https://mavedb.org/score-sets/urn:mavedb:00001250-a-1>`_, which describes saturation genome editing of *BARD1*.
 
-    import matplotlib.pyplot as plt
+To give users more control over the histogram visualization, we also provide a 'custom view' that allows users to adjust the version of ClinVar data used, the 'gold stars' threshold for variant inclusion, include other ClinVar significance categories such as 'Likely pathogenic' and 'Uncertain significance',
+limit the series to only variants with specific protien effects, and/or include other series for different protein effects.
+When a score set has :ref:`score calibrations <score calibrations>`, users may also overlay functional classifications on the histogram to get a sense of where different classes of variants fall within the score distribution.
 
-    data = [3, 1, 4, 2]
-    labels = ["A", "B", "C", "D"]
+.. figure:: images/bard1_custom_histogram.png
+   :name: custom-histogram-example
+   :alt: Custom view of the histogram visualization from a MaveDB score set page
+   :align: left
+   
 
-    plt.bar(labels, data, color="#4C78A8")
-    plt.title("Sample Visualization")
-    plt.xlabel("Category")
-    plt.ylabel("Value")
-    plt.tight_layout()
-    plt.show()
+In the example above, we show a custom view of the histogram visualization from `urn:mavedb:00001250-a-1 <https://mavedb.org/score-sets/urn:mavedb:00001250-a-1>`_, with overlaid score calibrations, variants of unknown significance (via ClinVar) shown in gray, and a series for scores of variants with a predicted 'nonsense' protein effect.
+
+.. _end-histogram-viz:
 
 
 Heatmap
@@ -37,21 +66,39 @@ Heatmap
 
 .. _heatmap-viz:
 
+The heatmap visualization provides a two-dimensional representation of variant effect scores across the target sequence. This visualization is particularly useful for identifying patterns of variant effects at specific positions within the gene or protein.
+When variants are provided at the nucleotide level, users may toggle between viewing the heatmap at the nucleotide or amino acid level. Amino acids are ordered based
+on their hydrophobicity values using the `Kyte-Doolittle scale <http://www.sciencedirect.com/science/article/pii/0022283682905150>`_ and are grouped by chemical class based on values from `Enrich2 <https://genomebiology.biomedcentral.com/articles/10.1186/s13059-017-1272-5/figures/1>`_.
 
-.. _end-heatmap-viz:
+Each cell in the heatmap represents a specific variant at a given position, with the color intensity indicating the variant effect score with wild type variants shown in yellow. Hovering over a cell reveals detailed information about the variant, including its score, classification (if applicable), and the HGVS strings of the variant. Selecting a cell highlights the corresponding variant in other visualizations on the page, such as the histogram.
 
-Histogram
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
-.. _histogram-viz:
+When a baseline score is available from a :ref:`score calibration <score calibrations>`, the heatmap color scale centers the 'normal' color (purple) at the baseline score to provide better visual contrast for variants with scores deviating from the baseline.
 
+.. figure:: images/msh2_heatmap.png
+   :name: heatmap-example
+   :alt: Heatmap visualization from a MaveDB score set page
+   :align: left
 
-.. _end-histogram-viz:
+In the example above, we show the heatmap visualization with a selected variant from `urn:mavedb:00000050-a-1 <https://mavedb.org/score-sets/urn:mavedb:00000050-a-1>`_, which describes deep mutational scanning of *MSH2*.
+   
+.. _end-heatmap-viz:
 
 Protein structure viewer
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
 .. _protein-structure-viz:
 
+When a score set is able to be associated with a UniProt accession, MaveDB provides an interactive 3D protein structure viewer using `Mol* <https://molstar.org/>`_ to help users visualize variant effect scores in the context of the protein's structure.
+
+Opening the protein structure viewer displays a side-by-side view of a heatmap and the protein structure for the associated UniProt accession with a color gradient applied based on the mean variant effect score at each position. Users can interact with the 3D structure by rotating, zooming, and selecting specific residues to view their associated variant effect scores and details.
+Users may also click and drag on the heatmap to select multiple residues, which will highlight the corresponding regions on the protein structure. Other controls are available in the settings menu on the right side of the viewer, including an option to export the current view as a PNG image.
+
+
+.. figure:: images/msh2_protein_structure.png
+   :name: protein-structure-example
+   :alt: Protein structure visualization from a MaveDB score set page
+   :align: left
+
+In the example above, we show the protein structure viewer from `urn:mavedb:00000050-a-1 <https://mavedb.org/score-sets/urn:mavedb:00000050-a-1>`_.
 
 .. _end-protein-structure-viz:
\ No newline at end of file
diff --git a/public/docs/mavedb/bulk_downloads.html b/public/docs/mavedb/bulk_downloads.html
index 8ab4848c..32ffde84 100644
--- a/public/docs/mavedb/bulk_downloads.html
+++ b/public/docs/mavedb/bulk_downloads.html
@@ -15,7 +15,7 @@
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Data set collections" href="collections.html" />
+    <link rel="next" title="Output formats" href="output_formats.html" />
     <link rel="prev" title="Data Set Search" href="data_set_search.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
@@ -32,7 +32,7 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="collections.html" title="Data set collections"
+          <a href="output_formats.html" title="Output formats"
              accesskey="N">next</a> |</li>
         <li class="right" >
           <a href="data_set_search.html" title="Data Set Search"
@@ -87,8 +87,8 @@ <h4>Previous topic</h4>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="collections.html"
-                          title="next chapter">Data set collections</a></p>
+    <p class="topless"><a href="output_formats.html"
+                          title="next chapter">Output formats</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -118,7 +118,7 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="collections.html" title="Data set collections"
+          <a href="output_formats.html" title="Output formats"
              >next</a> |</li>
         <li class="right" >
           <a href="data_set_search.html" title="Data Set Search"
diff --git a/public/docs/mavedb/collections.html b/public/docs/mavedb/collections.html
index b10ebe2b..fd6fd1ec 100644
--- a/public/docs/mavedb/collections.html
+++ b/public/docs/mavedb/collections.html
@@ -16,7 +16,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="MaveMD" href="mavemd/index.html" />
-    <link rel="prev" title="Bulk downloads" href="bulk_downloads.html" />
+    <link rel="prev" title="Output formats" href="output_formats.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -35,7 +35,7 @@ <h3>Navigation</h3>
           <a href="mavemd/index.html" title="MaveMD"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="bulk_downloads.html" title="Bulk downloads"
+          <a href="output_formats.html" title="Output formats"
              accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data set collections</a></li> 
@@ -138,8 +138,8 @@ <h3><a href="index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="bulk_downloads.html"
-                          title="previous chapter">Bulk downloads</a></p>
+    <p class="topless"><a href="output_formats.html"
+                          title="previous chapter">Output formats</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
@@ -177,7 +177,7 @@ <h3>Navigation</h3>
           <a href="mavemd/index.html" title="MaveMD"
              >next</a> |</li>
         <li class="right" >
-          <a href="bulk_downloads.html" title="Bulk downloads"
+          <a href="output_formats.html" title="Output formats"
              >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data set collections</a></li> 
diff --git a/public/docs/mavedb/external_integrations.html b/public/docs/mavedb/external_integrations.html
index 91433181..96083e79 100644
--- a/public/docs/mavedb/external_integrations.html
+++ b/public/docs/mavedb/external_integrations.html
@@ -72,6 +72,10 @@ <h1>External integrations<a class="headerlink" href="#external-integrations" tit
 <span id="end-clinvar-integration"></span><h2>gnomAD<a class="headerlink" href="#gnomad" title="Link to this heading">¶</a></h2>
 <p id="gnomad-integration">Mapped variants in MaveDB are also cross-referenced with the <a class="reference external" href="https://gnomad.broadinstitute.org/">gnomAD database</a> to retrieve population frequency data. This integration provides users with important context about the prevalence of variants in diverse human populations.</p>
 </section>
+<section id="vep">
+<span id="end-gnomad-integration"></span><h2>VEP<a class="headerlink" href="#vep" title="Link to this heading">¶</a></h2>
+<p id="vep-integration">MaveDB utilizes the <a class="reference external" href="https://www.ensembl.org/info/docs/tools/vep/index.html">Ensembl Variant Effect Predictor (VEP)</a> to annotate mapped variants with predicted functional consequences. VEP provides insights into how variants may impact gene function, including effects on protein coding sequences, splicing, and regulatory regions.</p>
+</section>
 </section>
 
 
@@ -88,6 +92,7 @@ <h3><a href="index.html">Table of Contents</a></h3>
 <li><a class="reference internal" href="#clingen">ClinGen</a></li>
 <li><a class="reference internal" href="#clinvar">ClinVar</a></li>
 <li><a class="reference internal" href="#gnomad">gnomAD</a></li>
+<li><a class="reference internal" href="#vep">VEP</a></li>
 </ul>
 </li>
 </ul>
diff --git a/public/docs/mavedb/index.html b/public/docs/mavedb/index.html
index a918092c..2a769e33 100644
--- a/public/docs/mavedb/index.html
+++ b/public/docs/mavedb/index.html
@@ -143,7 +143,9 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="visualizations.html">Visualizations</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="visualizations.html#example">Example</a></li>
+<li class="toctree-l2"><a class="reference internal" href="visualizations.html#histogram">Histogram</a></li>
+<li class="toctree-l2"><a class="reference internal" href="visualizations.html#heatmap">Heatmap</a></li>
+<li class="toctree-l2"><a class="reference internal" href="visualizations.html#protein-structure-viewer">Protein structure viewer</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="api/index.html">MaveDB API</a></li>
@@ -151,6 +153,7 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
 <li class="toctree-l2"><a class="reference internal" href="external_integrations.html#clingen">ClinGen</a></li>
 <li class="toctree-l2"><a class="reference internal" href="external_integrations.html#clinvar">ClinVar</a></li>
 <li class="toctree-l2"><a class="reference internal" href="external_integrations.html#gnomad">gnomAD</a></li>
+<li class="toctree-l2"><a class="reference internal" href="external_integrations.html#vep">VEP</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="accession_numbers.html">MaveDB accession numbers</a><ul>
diff --git a/public/docs/mavedb/objects.inv b/public/docs/mavedb/objects.inv
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diff --git a/public/docs/mavedb/searchindex.js b/public/docs/mavedb/searchindex.js
index 4bb205ca..d54fa4c2 100644
--- a/public/docs/mavedb/searchindex.js
+++ b/public/docs/mavedb/searchindex.js
@@ -1 +1 @@
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"calibration-metadata"]], "Calibration privacy": [[24, "calibration-privacy"], [26, "calibration-privacy"]], "Primary calibrations": [[24, "primary-calibrations"], [26, "primary-calibrations"]], "Investigator provided calibrations": [[24, "investigator-provided-calibrations"], [26, "investigator-provided-calibrations"]], "Variant tables": [[24, "variant-tables"]], "Score table": [[24, "score-table"]], "Counts table": [[24, "counts-table"]], "Metadata checklist": [[24, "metadata-checklist"]], "Score sets": [[25, "score-sets"]], "Meta-analysis score sets": [[25, "meta-analysis-score-sets"]], "Score set contributors": [[25, "score-set-contributors"]], "Deprecating data": [[25, "deprecating-data"]], "Score set metadata": [[25, "score-set-metadata"]], "Score calibrations": [[26, "score-calibrations"]], "Targets": [[27, "targets"]], "Sequence-based targets": [[27, "sequence-based-targets"]], "Sequence based target metadata": [[27, "sequence-based-target-metadata"]], "Accession-based targets": [[27, "accession-based-targets"]], "Accession based target metadata": [[27, "accession-based-target-metadata"]], "Multi-target score sets": [[27, "multi-target-score-sets"]], "Depositing your data into MaveDB": [[28, "depositing-your-data-into-mavedb"]], "Data upload wizard": [[28, "data-upload-wizard"]], "Uploading an experiment": [[28, "uploading-an-experiment"]], "What is an experiment?": [[28, "what-is-an-experiment"]], "What is required to upload an experiment?": [[28, "what-is-required-to-upload-an-experiment"]], "Uploading a score set": [[28, "uploading-a-score-set"]], "What is a score set?": [[28, "what-is-a-score-set"]], "What is required to upload a score set?": [[28, "what-is-required-to-upload-a-score-set"]], "Publishing your data": [[28, "publishing-your-data"]], "External integrations": [[10, "external-integrations"]], "ClinGen": [[10, "clingen"]], "ClinVar": [[10, "clinvar"]], "gnomAD": [[10, "gnomad"]], "VEP": [[10, "vep"]], "Variant Mapping": [[29, "variant-mapping"]], "Mapping process": [[29, "mapping-process"]], "Mapping integrations": [[29, "mapping-integrations"]], "Getting started with MaveDB": [[12, "getting-started-with-mavedb"]], "What is MaveDB?": [[12, "what-is-mavedb"]], "Uploading data": [[12, "uploading-data"]], "Publishing data": [[12, "publishing-data"]], "Accessing data": [[12, "accessing-data"]], "Exploring data": [[12, "exploring-data"]], "Additional resources": [[12, "additional-resources"]], "Visualizations": [[30, "visualizations"]], "Histogram": [[30, "histogram"]], "Heatmap": [[30, "heatmap"]], "Protein structure viewer": [[30, "protein-structure-viewer"]]}, "indexentries": {}})
\ No newline at end of file
diff --git a/public/docs/mavedb/variant_mapping.html b/public/docs/mavedb/variant_mapping.html
index 9214dd44..61d3f049 100644
--- a/public/docs/mavedb/variant_mapping.html
+++ b/public/docs/mavedb/variant_mapping.html
@@ -86,7 +86,7 @@ <h1>Variant Mapping<a class="headerlink" href="#variant-mapping" title="Link to
 <p><strong>It is highly recommended that data contributors review the mapping results after uploading a score set
 to ensure that variants have been accurately mapped.</strong> Contributors can view mapping results on the score set page and download a report of mapped and unmapped variants.</p>
 <p>Mapping failures do not prevent datasets from being published in MaveDB, but mapped variants
-are required for certain features such as <span class="xref std std-ref">variant search</span>, linkages with
+are required for certain features such as <a class="reference internal" href="mavemd/variant_search.html#variant-search"><span class="std std-ref">variant search</span></a>, linkages with
 certain <a class="reference internal" href="external_integrations.html#external-integrations"><span class="std std-ref">external resources</span></a>, and inclusion in <a class="reference internal" href="mavemd/index.html#mavemd"><span class="std std-ref">MaveMD</span></a>.</p>
 </div>
 </section>
diff --git a/public/docs/mavedb/visualizations.html b/public/docs/mavedb/visualizations.html
index 4db589e5..da9cf06b 100644
--- a/public/docs/mavedb/visualizations.html
+++ b/public/docs/mavedb/visualizations.html
@@ -49,40 +49,58 @@ <h3>Navigation</h3>
             
   <section id="visualizations">
 <h1>Visualizations<a class="headerlink" href="#visualizations" title="Link to this heading">¶</a></h1>
-<p id="visualizations-intro">Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum at risus ac urna dapibus dapibus. Praesent congue, justo sit amet hendrerit varius, nibh nibh imperdiet lorem, non interdum turpis orci non odio. Integer vel mi euismod, varius erat non, feugiat augue.</p>
-<ul class="simple">
-<li><p>Curabitur facilisis nibh quis arcu dignissim.</p></li>
-<li><p>Sed non odio ut sapien iaculis accumsan.</p></li>
-<li><p>Phasellus luctus urna a mauris faucibus.</p></li>
-</ul>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>Quisque vitae lectus eget nunc imperdiet feugiat. Morbi non mi sed magna sollicitudin sagittis.</p>
-</div>
-<section id="example">
-<span id="end-visualizations-intro"></span><h2>Example<a class="headerlink" href="#example" title="Link to this heading">¶</a></h2>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
-
-<span class="n">data</span> <span class="o">=</span> <span class="p">[</span><span class="mi">3</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">2</span><span class="p">]</span>
-<span class="n">labels</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;A&quot;</span><span class="p">,</span> <span class="s2">&quot;B&quot;</span><span class="p">,</span> <span class="s2">&quot;C&quot;</span><span class="p">,</span> <span class="s2">&quot;D&quot;</span><span class="p">]</span>
-
-<span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">labels</span><span class="p">,</span> <span class="n">data</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s2">&quot;#4C78A8&quot;</span><span class="p">)</span>
-<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s2">&quot;Sample Visualization&quot;</span><span class="p">)</span>
-<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Category&quot;</span><span class="p">)</span>
-<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;Value&quot;</span><span class="p">)</span>
-<span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
-<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
-</pre></div>
-</div>
-<section id="heatmap">
-<h3>Heatmap<a class="headerlink" href="#heatmap" title="Link to this heading">¶</a></h3>
-</section>
+<p id="visualizations-intro">MaveDB offers several built-in visualizations to help users explore and interpret variant effect data. These visualizations are automatically generated for published score sets and displayed
+prominently on the score set details page. Users can also download the underlying data used to create these visualizations for further analysis, or download the visualizations themselves
+as image files for use in presentations or publications.</p>
 <section id="histogram">
-<span id="end-heatmap-viz"></span><span id="heatmap-viz"></span><h3>Histogram<a class="headerlink" href="#histogram" title="Link to this heading">¶</a></h3>
+<span id="end-visualizations-intro"></span><h2>Histogram<a class="headerlink" href="#histogram" title="Link to this heading">¶</a></h2>
+<p id="histogram-viz">The histogram visualization displays the distribution of variant effect scores within a score set. This visualization helps users quickly assess the overall distribution of scores within a dataset.</p>
+<p>Hovering over a bin in the histogram reveals the number of variants that fall within that score range for each series and shows which classification ranges
+the bin overlaps when a score calibration is selected. When a variant is selected, the corresponding bin in the histogram is highlighted to show where the variant’s score falls within the overall distribution
+and the tooltip provides additional information about the selected variant.</p>
+<figure class="align-left" id="base-histogram-example">
+<img alt="Default histogram visualization from a MaveDB score set page" src="_images/bard1_base_histogram.png" />
+</figure>
+<p>In the example above, we show the base histogram visualization from <a class="reference external" href="https://mavedb.org/score-sets/urn:mavedb:00001250-a-1">urn:mavedb:00001250-a-1</a>, which describes saturation genome editing of <em>BARD1</em>.</p>
+<p>When a score set has been linked to <a class="reference internal" href="external_integrations.html#clinvar-integration"><span class="std std-ref">ClinVar annotations</span></a>, the histogram will have a ‘clinical view’ available. This view overlays the distribution of scores for variants classified as ‘Pathogenic’ and ‘Benign’ in ClinVar, allowing users to assess how well the assay segregates known clinical variants.</p>
+<figure class="align-left" id="clinical-histogram-example">
+<img alt="Clinical view of the histogram visualization from a MaveDB score set page" src="_images/bard1_clinical_histogram.png" />
+</figure>
+<p>In the example above, we show the clinical view of the histogram visualization from <a class="reference external" href="https://mavedb.org/score-sets/urn:mavedb:00001250-a-1">urn:mavedb:00001250-a-1</a>, which describes saturation genome editing of <em>BARD1</em>.</p>
+<p>When a score set includes <a class="reference internal" href="external_integrations.html#vep-integration"><span class="std std-ref">variant effect predictions</span></a>, users may also view a ‘protein effect’ version of the histogram. This view overlays the distribution of scores for variants predicted to have different effects on the protein, such as ‘missense’, ‘nonsense’, and ‘synonymous’ variants.</p>
+<figure class="align-left" id="protein-effect-histogram-example">
+<img alt="Protein effect view of the histogram visualization from a MaveDB score set page" src="_images/bard1_protein_effect_histogram.png" />
+</figure>
+<p>In the example above, we show the protein effect view of the histogram visualization from <a class="reference external" href="https://mavedb.org/score-sets/urn:mavedb:00001250-a-1">urn:mavedb:00001250-a-1</a>, which describes saturation genome editing of <em>BARD1</em>.</p>
+<p>To give users more control over the histogram visualization, we also provide a ‘custom view’ that allows users to adjust the version of ClinVar data used, the ‘gold stars’ threshold for variant inclusion, include other ClinVar significance categories such as ‘Likely pathogenic’ and ‘Uncertain significance’,
+limit the series to only variants with specific protien effects, and/or include other series for different protein effects.
+When a score set has <a class="reference internal" href="score_calibrations.html#score-calibrations"><span class="std std-ref">score calibrations</span></a>, users may also overlay functional classifications on the histogram to get a sense of where different classes of variants fall within the score distribution.</p>
+<figure class="align-left" id="custom-histogram-example">
+<img alt="Custom view of the histogram visualization from a MaveDB score set page" src="_images/bard1_custom_histogram.png" />
+</figure>
+<p>In the example above, we show a custom view of the histogram visualization from <a class="reference external" href="https://mavedb.org/score-sets/urn:mavedb:00001250-a-1">urn:mavedb:00001250-a-1</a>, with overlaid score calibrations, variants of unknown significance (via ClinVar) shown in gray, and a series for scores of variants with a predicted ‘nonsense’ protein effect.</p>
 </section>
-<section id="protein-structure-viewer">
-<span id="end-histogram-viz"></span><span id="histogram-viz"></span><h3>Protein structure viewer<a class="headerlink" href="#protein-structure-viewer" title="Link to this heading">¶</a></h3>
+<section id="heatmap">
+<span id="end-histogram-viz"></span><h2>Heatmap<a class="headerlink" href="#heatmap" title="Link to this heading">¶</a></h2>
+<p id="heatmap-viz">The heatmap visualization provides a two-dimensional representation of variant effect scores across the target sequence. This visualization is particularly useful for identifying patterns of variant effects at specific positions within the gene or protein.
+When variants are provided at the nucleotide level, users may toggle between viewing the heatmap at the nucleotide or amino acid level. Amino acids are ordered based
+on their hydrophobicity values using the <a class="reference external" href="http://www.sciencedirect.com/science/article/pii/0022283682905150">Kyte-Doolittle scale</a> and are grouped by chemical class based on values from <a class="reference external" href="https://genomebiology.biomedcentral.com/articles/10.1186/s13059-017-1272-5/figures/1">Enrich2</a>.</p>
+<p>Each cell in the heatmap represents a specific variant at a given position, with the color intensity indicating the variant effect score with wild type variants shown in yellow. Hovering over a cell reveals detailed information about the variant, including its score, classification (if applicable), and the HGVS strings of the variant. Selecting a cell highlights the corresponding variant in other visualizations on the page, such as the histogram.</p>
+<p>When a baseline score is available from a <a class="reference internal" href="score_calibrations.html#score-calibrations"><span class="std std-ref">score calibration</span></a>, the heatmap color scale centers the ‘normal’ color (purple) at the baseline score to provide better visual contrast for variants with scores deviating from the baseline.</p>
+<figure class="align-left" id="heatmap-example">
+<img alt="Heatmap visualization from a MaveDB score set page" src="_images/msh2_heatmap.png" />
+</figure>
+<p>In the example above, we show the heatmap visualization with a selected variant from <a class="reference external" href="https://mavedb.org/score-sets/urn:mavedb:00000050-a-1">urn:mavedb:00000050-a-1</a>, which describes deep mutational scanning of <em>MSH2</em>.</p>
 </section>
+<section id="protein-structure-viewer">
+<span id="end-heatmap-viz"></span><h2>Protein structure viewer<a class="headerlink" href="#protein-structure-viewer" title="Link to this heading">¶</a></h2>
+<p id="protein-structure-viz">When a score set is able to be associated with a UniProt accession, MaveDB provides an interactive 3D protein structure viewer using <a class="reference external" href="https://molstar.org/">Mol*</a> to help users visualize variant effect scores in the context of the protein’s structure.</p>
+<p>Opening the protein structure viewer displays a side-by-side view of a heatmap and the protein structure for the associated UniProt accession with a color gradient applied based on the mean variant effect score at each position. Users can interact with the 3D structure by rotating, zooming, and selecting specific residues to view their associated variant effect scores and details.
+Users may also click and drag on the heatmap to select multiple residues, which will highlight the corresponding regions on the protein structure. Other controls are available in the settings menu on the right side of the viewer, including an option to export the current view as a PNG image.</p>
+<figure class="align-left" id="protein-structure-example">
+<img alt="Protein structure visualization from a MaveDB score set page" src="_images/msh2_protein_structure.png" />
+</figure>
+<p>In the example above, we show the protein structure viewer from <a class="reference external" href="https://mavedb.org/score-sets/urn:mavedb:00000050-a-1">urn:mavedb:00000050-a-1</a>.</p>
 </section>
 </section>
 
@@ -97,14 +115,11 @@ <h3>Heatmap<a class="headerlink" href="#heatmap" title="Link to this heading">¶
     <h3><a href="index.html">Table of Contents</a></h3>
     <ul>
 <li><a class="reference internal" href="#">Visualizations</a><ul>
-<li><a class="reference internal" href="#example">Example</a><ul>
-<li><a class="reference internal" href="#heatmap">Heatmap</a></li>
 <li><a class="reference internal" href="#histogram">Histogram</a></li>
+<li><a class="reference internal" href="#heatmap">Heatmap</a></li>
 <li><a class="reference internal" href="#protein-structure-viewer">Protein structure viewer</a></li>
 </ul>
 </li>
-</ul>
-</li>
 </ul>
 
   </div>
diff --git a/src/docs/mavedb/external_integrations.rst b/src/docs/mavedb/external_integrations.rst
index fd936819..df8c51fc 100644
--- a/src/docs/mavedb/external_integrations.rst
+++ b/src/docs/mavedb/external_integrations.rst
@@ -45,4 +45,13 @@ gnomAD
 
 Mapped variants in MaveDB are also cross-referenced with the `gnomAD database <https://gnomad.broadinstitute.org/>`_ to retrieve population frequency data. This integration provides users with important context about the prevalence of variants in diverse human populations.
 
-.. _end-gnomad-integration:
\ No newline at end of file
+.. _end-gnomad-integration:
+
+VEP
+-------------------------------------------
+
+.. _vep-integration:
+
+MaveDB utilizes the `Ensembl Variant Effect Predictor (VEP) <https://www.ensembl.org/info/docs/tools/vep/index.html>`_ to annotate mapped variants with predicted functional consequences. VEP provides insights into how variants may impact gene function, including effects on protein coding sequences, splicing, and regulatory regions.
+
+.. _end-vep-integration:
\ No newline at end of file
diff --git a/src/docs/mavedb/images/bard1_base_histogram.png b/src/docs/mavedb/images/bard1_base_histogram.png
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diff --git a/src/docs/mavedb/variant_mapping.rst b/src/docs/mavedb/variant_mapping.rst
index 686f129a..c14d24aa 100644
--- a/src/docs/mavedb/variant_mapping.rst
+++ b/src/docs/mavedb/variant_mapping.rst
@@ -48,7 +48,7 @@ Variants are mapped to genomic coordinates upon upload of a score set. The mappi
    to ensure that variants have been accurately mapped.** Contributors can view mapping results on the score set page and download a report of mapped and unmapped variants.
 
    Mapping failures do not prevent datasets from being published in MaveDB, but mapped variants
-   are required for certain features such as :ref:`variant search<variant-search>`, linkages with
+   are required for certain features such as :ref:`variant search<variant search>`, linkages with
    certain :ref:`external resources<external integrations>`, and inclusion in :ref:`mavemd`.
 
 .. _end-mapping-process:
diff --git a/src/docs/mavedb/visualizations.rst b/src/docs/mavedb/visualizations.rst
index 90baea27..9e047b11 100644
--- a/src/docs/mavedb/visualizations.rst
+++ b/src/docs/mavedb/visualizations.rst
@@ -3,33 +3,62 @@ Visualizations
 
 .. _visualizations-intro:
 
-Lorem ipsum dolor sit amet, consectetur adipiscing elit. Vestibulum at risus ac urna dapibus dapibus. Praesent congue, justo sit amet hendrerit varius, nibh nibh imperdiet lorem, non interdum turpis orci non odio. Integer vel mi euismod, varius erat non, feugiat augue.
+MaveDB offers several built-in visualizations to help users explore and interpret variant effect data. These visualizations are automatically generated for published score sets and displayed 
+prominently on the score set details page. Users can also download the underlying data used to create these visualizations for further analysis, or download the visualizations themselves 
+as image files for use in presentations or publications.
 
-- Curabitur facilisis nibh quis arcu dignissim.
-- Sed non odio ut sapien iaculis accumsan.
-- Phasellus luctus urna a mauris faucibus.
+.. _end-visualizations-intro:
 
-.. note::
-    Quisque vitae lectus eget nunc imperdiet feugiat. Morbi non mi sed magna sollicitudin sagittis.
 
-.. _end-visualizations-intro:
+Histogram
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. _histogram-viz:
+
+The histogram visualization displays the distribution of variant effect scores within a score set. This visualization helps users quickly assess the overall distribution of scores within a dataset. 
+
+Hovering over a bin in the histogram reveals the number of variants that fall within that score range for each series and shows which classification ranges
+the bin overlaps when a score calibration is selected. When a variant is selected, the corresponding bin in the histogram is highlighted to show where the variant's score falls within the overall distribution
+and the tooltip provides additional information about the selected variant.
+
+.. figure:: images/bard1_base_histogram.png
+   :name: base-histogram-example
+   :alt: Default histogram visualization from a MaveDB score set page
+   :align: left
+   
+In the example above, we show the base histogram visualization from `urn:mavedb:00001250-a-1 <https://mavedb.org/score-sets/urn:mavedb:00001250-a-1>`_, which describes saturation genome editing of *BARD1*.
+
+When a score set has been linked to :ref:`ClinVar annotations <clinvar-integration>`, the histogram will have a 'clinical view' available. This view overlays the distribution of scores for variants classified as 'Pathogenic' and 'Benign' in ClinVar, allowing users to assess how well the assay segregates known clinical variants.
+
+.. figure:: images/bard1_clinical_histogram.png
+   :name: clinical-histogram-example
+   :alt: Clinical view of the histogram visualization from a MaveDB score set page
+   :align: left
+
+In the example above, we show the clinical view of the histogram visualization from `urn:mavedb:00001250-a-1 <https://mavedb.org/score-sets/urn:mavedb:00001250-a-1>`_, which describes saturation genome editing of *BARD1*.
+
+When a score set includes :ref:`variant effect predictions <vep-integration>`, users may also view a 'protein effect' version of the histogram. This view overlays the distribution of scores for variants predicted to have different effects on the protein, such as 'missense', 'nonsense', and 'synonymous' variants.
 
-Example
--------
+.. figure:: images/bard1_protein_effect_histogram.png
+   :name: protein-effect-histogram-example
+   :alt: Protein effect view of the histogram visualization from a MaveDB score set page
+   :align: left
 
-.. code-block:: python
+In the example above, we show the protein effect view of the histogram visualization from `urn:mavedb:00001250-a-1 <https://mavedb.org/score-sets/urn:mavedb:00001250-a-1>`_, which describes saturation genome editing of *BARD1*.
 
-    import matplotlib.pyplot as plt
+To give users more control over the histogram visualization, we also provide a 'custom view' that allows users to adjust the version of ClinVar data used, the 'gold stars' threshold for variant inclusion, include other ClinVar significance categories such as 'Likely pathogenic' and 'Uncertain significance',
+limit the series to only variants with specific protien effects, and/or include other series for different protein effects.
+When a score set has :ref:`score calibrations <score calibrations>`, users may also overlay functional classifications on the histogram to get a sense of where different classes of variants fall within the score distribution.
 
-    data = [3, 1, 4, 2]
-    labels = ["A", "B", "C", "D"]
+.. figure:: images/bard1_custom_histogram.png
+   :name: custom-histogram-example
+   :alt: Custom view of the histogram visualization from a MaveDB score set page
+   :align: left
+   
 
-    plt.bar(labels, data, color="#4C78A8")
-    plt.title("Sample Visualization")
-    plt.xlabel("Category")
-    plt.ylabel("Value")
-    plt.tight_layout()
-    plt.show()
+In the example above, we show a custom view of the histogram visualization from `urn:mavedb:00001250-a-1 <https://mavedb.org/score-sets/urn:mavedb:00001250-a-1>`_, with overlaid score calibrations, variants of unknown significance (via ClinVar) shown in gray, and a series for scores of variants with a predicted 'nonsense' protein effect.
+
+.. _end-histogram-viz:
 
 
 Heatmap
@@ -37,21 +66,39 @@ Heatmap
 
 .. _heatmap-viz:
 
+The heatmap visualization provides a two-dimensional representation of variant effect scores across the target sequence. This visualization is particularly useful for identifying patterns of variant effects at specific positions within the gene or protein.
+When variants are provided at the nucleotide level, users may toggle between viewing the heatmap at the nucleotide or amino acid level. Amino acids are ordered based
+on their hydrophobicity values using the `Kyte-Doolittle scale <http://www.sciencedirect.com/science/article/pii/0022283682905150>`_ and are grouped by chemical class based on values from `Enrich2 <https://genomebiology.biomedcentral.com/articles/10.1186/s13059-017-1272-5/figures/1>`_.
 
-.. _end-heatmap-viz:
+Each cell in the heatmap represents a specific variant at a given position, with the color intensity indicating the variant effect score with wild type variants shown in yellow. Hovering over a cell reveals detailed information about the variant, including its score, classification (if applicable), and the HGVS strings of the variant. Selecting a cell highlights the corresponding variant in other visualizations on the page, such as the histogram.
 
-Histogram
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
-.. _histogram-viz:
+When a baseline score is available from a :ref:`score calibration <score calibrations>`, the heatmap color scale centers the 'normal' color (purple) at the baseline score to provide better visual contrast for variants with scores deviating from the baseline.
 
+.. figure:: images/msh2_heatmap.png
+   :name: heatmap-example
+   :alt: Heatmap visualization from a MaveDB score set page
+   :align: left
 
-.. _end-histogram-viz:
+In the example above, we show the heatmap visualization with a selected variant from `urn:mavedb:00000050-a-1 <https://mavedb.org/score-sets/urn:mavedb:00000050-a-1>`_, which describes deep mutational scanning of *MSH2*.
+   
+.. _end-heatmap-viz:
 
 Protein structure viewer
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
 .. _protein-structure-viz:
 
+When a score set is able to be associated with a UniProt accession, MaveDB provides an interactive 3D protein structure viewer using `Mol* <https://molstar.org/>`_ to help users visualize variant effect scores in the context of the protein's structure.
+
+Opening the protein structure viewer displays a side-by-side view of a heatmap and the protein structure for the associated UniProt accession with a color gradient applied based on the mean variant effect score at each position. Users can interact with the 3D structure by rotating, zooming, and selecting specific residues to view their associated variant effect scores and details.
+Users may also click and drag on the heatmap to select multiple residues, which will highlight the corresponding regions on the protein structure. Other controls are available in the settings menu on the right side of the viewer, including an option to export the current view as a PNG image.
+
+
+.. figure:: images/msh2_protein_structure.png
+   :name: protein-structure-example
+   :alt: Protein structure visualization from a MaveDB score set page
+   :align: left
+
+In the example above, we show the protein structure viewer from `urn:mavedb:00000050-a-1 <https://mavedb.org/score-sets/urn:mavedb:00000050-a-1>`_.
 
 .. _end-protein-structure-viz:
\ No newline at end of file

From 24a448aab9e22d34c7ca17c4cfdcb0296f20b2c1 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 29 Dec 2025 11:30:40 -0800
Subject: [PATCH 054/157] Replace deprecated PrimeVue InputSwitch component
 with ToggleSwitch

---
 src/components/CollectionCreator.vue       |  6 +++---
 src/components/screens/ScoreSetCreator.vue | 24 +++++++++++-----------
 src/components/screens/ScoreSetEditor.vue  |  6 +++---
 3 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/src/components/CollectionCreator.vue b/src/components/CollectionCreator.vue
index a0af59c8..c8c1c5a9 100644
--- a/src/components/CollectionCreator.vue
+++ b/src/components/CollectionCreator.vue
@@ -13,7 +13,7 @@
 
     <div class="flex flex-column gap-2">
       <label :for="scopedId('public-input')">Public</label>
-      <InputSwitch
+      <ToggleSwitch
         v-model="collectionPublic"
         :aria-labelledby="scopedId('public-help')"
         :input-id="scopedId('public-input')"
@@ -92,7 +92,7 @@ import Button from 'primevue/button'
 import Column from 'primevue/column'
 import DataTable from 'primevue/datatable'
 import Dropdown from 'primevue/dropdown'
-import InputSwitch from 'primevue/inputswitch'
+import ToggleSwitch from 'primevue/toggleswitch'
 import InputText from 'primevue/inputtext'
 import SelectButton from 'primevue/selectbutton'
 import Textarea from 'primevue/textarea'
@@ -104,7 +104,7 @@ import EmailPrompt from '@/components/common/EmailPrompt.vue'
 
 export default {
   name: 'CollectionCreator',
-  components: {Button, Column, DataTable, Dropdown, EmailPrompt, InputSwitch, InputText, SelectButton, Textarea},
+  components: {Button, Column, DataTable, Dropdown, EmailPrompt, ToggleSwitch, InputText, SelectButton, Textarea},
   emits: ['createdCollection', 'canceled'],
 
   setup: useScopedId,
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 6e60bdff..feb5e6c3 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -56,7 +56,7 @@
                       </label>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="isSupersedingScoreSet"
                         :aria-labelledby="scopedId('input-superseding-score-set-label')"
                       />
@@ -82,7 +82,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="isMetaAnalysis"
                         :aria-labelledby="scopedId('input-is-meta-analysis-label')"
                       />
@@ -395,7 +395,7 @@
                       set?
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="hasCustomUsagePolicy"
                         :aria-labelledby="scopedId('input-has-custom-usage-policy')"
                       />
@@ -644,7 +644,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <InputSwitch
+                    <ToggleSwitch
                       v-model="isTargetSequence"
                       :aria-labelledby="scopedId('input-scoreSetIsSequenceBasedLabel')"
                     />
@@ -670,7 +670,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <InputSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
+                    <ToggleSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
                     <div class="mavedb-switch-value">
                       {{
                         isBaseEditor
@@ -692,7 +692,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <InputSwitch
+                    <ToggleSwitch
                       v-model="isMultiTarget"
                       :aria-labelledby="scopedId('input-scoreSetHasMultipleTargetsLabel')"
                     />
@@ -867,7 +867,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
                         :aria-labelledby="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
                       />
@@ -1061,7 +1061,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="createdTargetGenes[targetIdx].isRelativeToChromosome"
                         :aria-labelledby="scopedId('input-targetDescribesChromosomeLabel')"
                         @change="refreshAccessionOptions(targetIdx)"
@@ -1216,7 +1216,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <InputSwitch
+                    <ToggleSwitch
                       v-model="investigatorIsProvidingScoreCalibrations"
                       :aria-labelledby="scopedId('input-investigatorIsProvidingScoreCalibrations')"
                     />
@@ -1440,7 +1440,7 @@ import Chips from 'primevue/chips'
 import Dropdown from 'primevue/dropdown'
 import FileUpload from 'primevue/fileupload'
 import InputNumber from 'primevue/inputnumber'
-import InputSwitch from 'primevue/inputswitch'
+import ToggleSwitch from 'primevue/toggleswitch'
 import InputText from 'primevue/inputtext'
 import Message from 'primevue/message'
 import Multiselect from 'primevue/multiselect'
@@ -1518,7 +1518,7 @@ export default {
     EmailPrompt,
     FileUpload,
     InputNumber,
-    InputSwitch,
+    ToggleSwitch,
     InputText,
     Message,
     Multiselect,
@@ -2920,7 +2920,7 @@ export default {
 }
 
 /* Switches */
-.p-inputswitch {
+.p-ToggleSwitch {
   margin: 10px 0;
   vertical-align: middle;
 }
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index 53a601c7..bed172e9 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -762,7 +762,7 @@
 
                   <div class="field-column">
                     <div class="field" style="margin-top: 1em">
-                      <InputSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
+                      <ToggleSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
                       <span style="margin-left: 1em">{{
                         isBaseEditor
                           ? 'This score set represents base editor data.'
@@ -959,7 +959,7 @@ import Dropdown from 'primevue/dropdown'
 import FileUpload from 'primevue/fileupload'
 import InputNumber from 'primevue/inputnumber'
 import InputText from 'primevue/inputtext'
-import InputSwitch from 'primevue/inputswitch'
+import ToggleSwitch from 'primevue/toggleswitch'
 import Message from 'primevue/message'
 import Multiselect from 'primevue/multiselect'
 import ProgressSpinner from 'primevue/progressspinner'
@@ -1025,7 +1025,7 @@ export default {
     FileUpload,
     InputNumber,
     InputText,
-    InputSwitch,
+    ToggleSwitch,
     Message,
     Multiselect,
     ProgressSpinner,

From a37bd6bd9e0dffbb6661843b5f0da79564ebac8b Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 29 Dec 2025 11:49:30 -0800
Subject: [PATCH 055/157] Remove unused components

---
 .../common/FilterClauseDescription.vue        |  207 ---
 src/components/common/FilterClauseEditor.vue  |  376 -----
 src/components/common/FilterDescription.vue   |  217 ---
 src/components/common/FilterView.vue          |  195 ---
 src/components/common/ItemsTable.vue          |  549 -------
 src/components/common/ItemsView.vue           |  612 --------
 src/components/common/PropertySheet.vue       | 1377 -----------------
 .../common/PropertySheetGroupOrProperty.vue   |  823 ----------
 .../common/PropertySheetListItem.vue          |  430 -----
 src/components/screens/UsersView.vue          |   23 -
 src/router/index.ts                           |    6 -
 11 files changed, 4815 deletions(-)
 delete mode 100644 src/components/common/FilterClauseDescription.vue
 delete mode 100644 src/components/common/FilterClauseEditor.vue
 delete mode 100644 src/components/common/FilterDescription.vue
 delete mode 100644 src/components/common/FilterView.vue
 delete mode 100644 src/components/common/ItemsTable.vue
 delete mode 100644 src/components/common/ItemsView.vue
 delete mode 100644 src/components/common/PropertySheet.vue
 delete mode 100644 src/components/common/PropertySheetGroupOrProperty.vue
 delete mode 100644 src/components/common/PropertySheetListItem.vue
 delete mode 100644 src/components/screens/UsersView.vue

diff --git a/src/components/common/FilterClauseDescription.vue b/src/components/common/FilterClauseDescription.vue
deleted file mode 100644
index b5d507b2..00000000
--- a/src/components/common/FilterClauseDescription.vue
+++ /dev/null
@@ -1,207 +0,0 @@
-<template>
-  <div class="sfs-filter-clause-description">
-    {{text}}
-  </div>
-</template>
-
-<script>
-
-import _ from 'lodash'
-import moment from 'moment'
-
-export default {
-  name: 'FilterClauseDescription',
-
-  props: {
-    clause: {
-      type: Object,
-      default: () => null
-    },
-    entityType: {
-      type: Object,
-      required: true
-    },
-    filterProperties: {
-      type: Array,
-      required: true
-    }
-  },
-
-  computed: {
-    text: function() {
-      return this.clauseText(this.clause) || ''
-    }
-  },
-
-  methods: {
-    filterPropertyTitle: function(filterProperty) {
-      if (filterProperty == null) {
-        return null
-      }
-      if (filterProperty.path) {
-        return filterProperty.title || _.capitalize(_.lowerCase(_.last(filterProperty.path.split('.'))))
-      }
-      if (filterProperty.text) {
-        return filterProperty.title || 'Any text'
-      }
-      return filterProperty.title
-    },
-
-    filterPropertyDataType: function(filterProperty) {
-      if (filterProperty == null) {
-        return null
-      }
-      if (filterProperty.dataType) {
-        return filterProperty.dataType
-      } else if (filterProperty.path) {
-        const property = this.findPropertyInSchema(filterProperty.path.split('.'), this.entityType.schema)
-        if (!property) {
-          return null
-        }
-        return {
-          type: property.type,
-          format: property.format
-        }
-      } else if (filterProperty.text) {
-        return {type: 'string'}
-      } else {
-        return null
-      }
-    },
-
-    expressionDataType: function(expression) {
-      if (expression.path) {
-        const filterProperty = this.filterProperties.find((fp) => fp.path == this.clause.l.path)
-        return filterProperty ? this.filterPropertyDataType(filterProperty) : null
-      } if (expression.text) {
-        return {type: 'string'}
-      } else if (expression.expression) {
-        const canonicalizedExpression = expression.expression // TODO
-        const filterProperty = this.filterProperties.find((fp) => _.isEqual(fp.expression, canonicalizedExpression))
-        if (filterProperty) {
-          return this.filterPropertyDataType(filterProperty)
-        }
-        return this.expressionDataType(expression.expression)
-      }
-    },
-
-    expressionText: function(expression, dataType = null) {
-      if (expression.path) {
-        const filterProperty = this.filterProperties.find((fp) => fp.path == this.clause.l.path)
-        return filterProperty ? this.filterPropertyTitle(filterProperty) : null
-      } else if (expression.text) {
-        const filterProperty = this.filterProperties.find((fp) => fp.text == this.clause.l.text)
-        return filterProperty ? this.filterPropertyTitle(filterProperty) : 'Any text'
-      } else if (expression.expression) {
-        return this.expressionText(expression.expression)
-      } else if (expression.range) {
-        return this.rangeText(expression.range)
-      } else if (expression.constant != null) {
-        const type = _.get(dataType, 'type', 'string')
-        const format = _.get(dataType, 'format', null)
-        switch (type) {
-          case 'string':
-            switch (format) {
-              case 'date':
-                return new moment(expression.constant).format('YYYY-MM-DD')
-              case 'date-time':
-                // TODO We currently assume that the granularity is really 'day'
-                return new moment(expression.constant).format('YYYY-MM-DD')
-              default:
-                return expression.constant.toString()
-            }
-          case 'boolean':
-            if (_.isArray(expression.constant) && _.xor(expression.constant, [false, null]).length == 0) {
-              return 'No'
-            } else {
-              return expression.constant ? 'Yes' : 'No'
-            }
-        }
-      } else {
-        const canonicalizedExpression = expression // TODO
-        const filterProperty = this.filterProperties.find((fp) => _.isEqual(fp.expression, canonicalizedExpression))
-        if (filterProperty) {
-          return this.filterPropertyTitle(filterProperty)
-        }
-        return null
-      }
-    },
-
-    rangeText: function(range) {
-      if (!range || !_.isArray(range) || range.length != 2) {
-        return null
-      }
-      const min = this.expressionText(range[0])
-      const max = this.expressionText(range[1])
-      if (min && max) {
-        return `${min} to ${max}`
-      } else if (min) {
-        return `>= ${min}`
-      } else if (max) {
-        return `<= ${min}`
-      } else {
-        return null
-      }
-    },
-
-    clauseText: function(clause) {
-      if (!clause.l || !clause.r) {
-        return null
-      }
-      // Infer the data type from whichever side has a filter property.
-      const dataType = this.expressionDataType(clause.l) || this.expressionDataType(clause.r)
-      const leftText = this.expressionText(clause.l, dataType)
-      const rightText = this.expressionText(clause.r, dataType)
-      if (!leftText || !rightText) {
-        return null
-      }
-      switch (clause.operator) {
-        case 'contains':
-          return `${leftText} contains ${rightText}`
-        default:
-          return `${leftText}: ${rightText}`
-      }
-    },
-
-    findPropertyInSchema(path, schema) {
-      switch (schema.type) {
-      case 'object':
-        {
-          const subschema = _.get(schema, ['properties', path[0]], null)
-          if ((path.length == 1) || (subschema == null)) {
-            return subschema
-          } else {
-            return this.findPropertyInSchema(_.slice(path, 1), subschema)
-          }
-        }
-      default:
-        // TODO Warn that we're trying to find a property in a non-object schema.
-        return null
-      }
-    }
-  }
-}
-
-</script>
-
-<style scoped>
-
-.sfs-filter-clause-description {
-  display: inline-flex;
-  height: 32.5px;
-  padding: 0 4px;
-  max-width: 250px;
-  min-width: 100px;
-  margin: 0 5px;
-  background: #2196f3;
-  cursor: pointer;
-  font-size: 12px;
-  color: #fff;
-  border-radius: 5px;
-  align-items: center;
-  justify-content: center;
-  vertical-align: bottom;
-  overflow: hidden;
-}
-
-</style>
diff --git a/src/components/common/FilterClauseEditor.vue b/src/components/common/FilterClauseEditor.vue
deleted file mode 100644
index b956aea9..00000000
--- a/src/components/common/FilterClauseEditor.vue
+++ /dev/null
@@ -1,376 +0,0 @@
-<template>
-  <div class="sfs-filter-clause">
-    <div class="sfs-filter-clause-element">
-      <Dropdown v-model="filterProperty" class="sfs-filter-property" :options="filterPropertyOptions" optionLabel="title" optionValue="value" placeholder="Property to filter" />
-    </div>
-    <div class="sfs-filter-clause-element sfs-filter-clause-value" v-if="dataType && dataType.type == 'string' && (dataType.format == 'date' || dataType.format == 'date-time')">
-      <Calendar ref="calendar" v-model="value" class="sfs-filter-calendar" inputClass="p-inputtext-sm" selectionMode="range" @date-select="selectedDate" />
-    </div>
-    <div class="sfs-filter-clause-element sfs-filter-clause-value" v-if="dataType && dataType.type == 'string' && dataType.format != 'date' && dataType.format != 'date-time'">
-      <InputText ref="valueText" type="text" v-model="value" class="p-inputtext-sm" />
-    </div>
-    <div class="sfs-filter-clause-element sfs-filter-clause-value" v-if="dataType && dataType.type == 'boolean'">
-      <Dropdown ref="valueBooleanDropdown" class="sfs-filter-value-dropdown" v-model="value" :options="[{title: 'Yes', value: true}, {title: 'No', value: [false, null]}]" optionLabel="title" optionValue="value" />
-    </div>
-  </div>
-</template>
-
-<script>
-
-import _ from 'lodash'
-import moment from 'moment'
-import Calendar from 'primevue/calendar'
-import Dropdown from 'primevue/dropdown'
-import InputText from 'primevue/inputtext'
-
-// - The clause must be a simple clause, i.e. one with left (l) and right (r) sides and no logical operators (and, or, not).
-// - The left side may be
-//   - A property, identified by path;
-//   - A bare expression (such as a function call or coalesce expression) whose canonical form matches the expression
-//     property of some element of filterProperties;
-//   - Or a wrapped expression whose canonical form matches the expression property of some element of filterProperties.
-// - The right side may be
-//   - A constant
-//   - Or a range consisting of constants.
-
-export default {
-  name: 'FilterClauseEditor',
-
-  components: {Calendar, Dropdown, InputText},
-  emits: ['update:clause'],
-
-  props: {
-    clause: {
-      type: Object,
-      default: () => null
-    },
-    entityType: {
-      type: Object,
-      required: true
-    },
-    filterProperties: {
-      type: Array,
-      required: true
-    }
-  },
-
-  data: function() {
-    return {
-      filterProperty: null,
-      value: null,
-      valuesByType: {}
-    }
-  },
-
-  computed: {
-    filterPropertyOptions: function() {
-      return this.filterProperties.map((filterProperty) => {
-        if (filterProperty.path) {
-          const property = this.findPropertyInSchema(filterProperty.path.split('.'), this.entityType.schema)
-          if (!property) {
-            return null
-          }
-          return {
-            title: filterProperty.title || _.capitalize(_.lowerCase(_.last(filterProperty.path.split('.')))),
-            value: filterProperty
-          }
-        } else if (filterProperty.text) {
-          return {
-            title: filterProperty.title || 'Any text',
-            value: filterProperty
-          }
-        } else if (filterProperty.expression) {
-          if (!filterProperty.title) {
-            return null
-          }
-          return {
-            title: filterProperty.title,
-            value: filterProperty
-          }
-        } else {
-          return null
-        }
-      }).filter((option) => option != null)
-    },
-
-    // /////////////////////////////////////////////////////////////////////////////////////////////////
-    // Properties calculated from user input
-    // /////////////////////////////////////////////////////////////////////////////////////////////////
-
-    dataType: function() {
-      if (this.filterProperty == null) {
-        return null
-      }
-      if (this.filterProperty.dataType) {
-        return this.filterProperty.dataType
-      } else if (this.filterProperty.path) {
-        const property = this.findPropertyInSchema(this.filterProperty.path.split('.'), this.entityType.schema)
-        if (!property) {
-          return null
-        }
-        return {
-          type: property.type,
-          format: property.format
-        }
-      } else if (this.filterProperty.text) {
-        return {type: 'string'}
-      } else {
-        return null
-      }
-    },
-
-    dataTypeStr: function() {
-      if (this.dataType == null) {
-        return null
-      }
-      return [this.dataType.type, this.dataType.format].filter((x) => x != null).join(':')
-    },
-
-    // TODO Base this on user's selection of operator
-    rangeValueExpected: function() {
-      const type = _.get(this.dataType, 'type')
-      const format = _.get(this.dataType, 'format')
-      switch (type) {
-        case 'string':
-          switch (format) {
-            case 'date':
-            case 'date-time':
-              return true
-            default:
-              return false
-          }
-        default:
-        return false
-      }
-    },
-
-    rightSide: function() {
-      const value = this.valuesByType[this.dataTypeStr]
-      if (this.dataType.type == 'string' && this.dataType.format == 'date') {
-        if (!value || value.length != 2 || !value[0] || !value[1]) {
-          return null
-        }
-        return {range: [
-          {constant: new moment(value[0]).format('YYYY-MM-DD')},
-          {constant: new moment(value[1]).format('YYYY-MM-DD')}
-        ]}
-      } else if (this.dataType.type == 'string' && this.dataType.format == 'date-time') {
-        if (!value || value.length != 2 || !value[0] || !value[1]) {
-          return null
-        }
-        return {range: [
-          {constant: new moment(value[0]).toISOString()},
-          {constant: new moment(value[1]).add(1, 'days').subtract(1, 'milliseconds').toISOString()}
-        ]}
-      } else if (this.dataType.type == 'string') {
-        if (!value || value.length == 0) {
-          return null
-        }
-        return {constant: value}
-      } else if (this.dataType.type == 'boolean') {
-        if (value == null) {
-          return null
-        }
-        return {constant: value}
-      }
-      return null
-    },
-
-    currentClause: function() {
-      if (this.filterProperty == null) { //} || this.dataType == null) {
-        return null
-      }
-      const leftSide = this.filterProperty.path ? {path: this.filterProperty.path}
-          : this.filterProperty.text ? {text: this.filterProperty.text}
-          : this.filterProperty.expression
-      if (leftSide == null) {
-        return null
-      }
-      const rightSide = this.rightSide
-      if (rightSide == null) {
-        return {l: leftSide} // Return an incomplete clause.
-      }
-      if (this.dataType.type == 'string' && ['date', 'date-time'].includes(this.dataType.format)) {
-        return {l: leftSide, r: rightSide, operator: 'between'}
-      } else if (this.dataType.type == 'string') {
-        return {l: leftSide, r: rightSide, operator: 'contains'}
-      } else {
-        // TODO This is a kluge to decide whether the operator should be IN or =. We shouldn't really depend on
-        // rightSide.constant.
-        const operator = (rightSide.constant && _.isArray(rightSide.constant)) ? 'in' : '='
-        return {l: leftSide, r: rightSide, operator}
-      }
-      // return null
-    },
-
-    completeCurrentClause: function() {
-      if (this.currentClause && this.currentClause.l && this.currentClause.r && this.currentClause.operator) {
-        return this.currentClause
-      }
-      return this.clause
-    },
-
-    // /////////////////////////////////////////////////////////////////////////////////////////////////
-    // Properties calculated from the clause prop
-    // /////////////////////////////////////////////////////////////////////////////////////////////////
-
-    filterPropertyFromClause: function() {
-      let leftSide = _.get(this.clause, 'l', null)
-      if (!leftSide) {
-        return null
-      }
-      if (leftSide.path) {
-        return this.filterProperties.find((fp) => fp.path == leftSide.path)
-      } else if (leftSide.text) {
-        return this.filterProperties.find((fp) => fp.text == leftSide.text)
-      } else {
-        while (leftSide.expression) {
-          leftSide = leftSide.expression
-        }
-        return this.filterProperties.find((fp) => _.isEqual(fp.expression, leftSide))
-      }
-    },
-
-    valueFromClause: function() {
-      const rightSide = _.get(this.clause, 'r', null)
-      if (!rightSide) {
-        return null
-      }
-      if (rightSide.constant != null) {
-        return this.valueFromClauseValue(rightSide.constant, this.dataType, false)
-      } else if (rightSide.range) {
-        if (_.isArray(rightSide.range) && rightSide.range.length == 2 && rightSide.range[0].constant && rightSide.range[1].constant) {
-          return [
-            this.valueFromClauseValue(rightSide.range[0].constant, this.dataType, true),
-            this.valueFromClauseValue(rightSide.range[1].constant, this.dataType, true)
-          ]
-        }
-      }
-      return null
-    }
-  },
-
-  watch: {
-    filterProperty: {
-      handler: function() {
-        // console.log('Filter property changed:', this.filterProperty)
-        if (this.dataTypeStr && (this.value != this.valuesByType[this.dataTypeStr])) {
-          this.value = this.valuesByType[this.dataTypeStr]
-          // console.log(`Fetched cached value of type ${this.dataTypeStr}`, this.value)
-        }
-      }
-    },
-    value: {
-      handler: function(newValue) {
-        if (this.dataTypeStr) {
-          // console.log(`Caching value of type ${this.dataTypeStr}:`, newValue)
-          this.valuesByType[this.dataTypeStr] = newValue
-        }
-      }
-    },
-    completeCurrentClause: {
-      handler: function(newValue, oldValue) {
-        if (!_.isEqual(newValue, oldValue)) {
-          // console.log('Emitting new clause:', _.cloneDeep(newValue))
-          this.$emit('update:clause', newValue)
-        }
-      }
-    },
-    clause: {
-      handler: function() {
-        // console.log('Clause prop was set:', this.clause)
-        this.filterProperty = this.filterPropertyFromClause
-        this.dataType // Force recalculation before we get the right-side value.
-        this.value = this.valueFromClause
-      },
-      immediate: true
-    }
-  },
-
-  methods: {
-    valueFromClauseValue(valueFromClause, dataType, isFromRange) {
-      if (valueFromClause == null) {
-        return valueFromClause
-      }
-
-      const type = _.get(dataType, 'type', null)
-      const format = _.get(dataType, 'format', null)
-
-      switch (type) {
-        case 'string':
-          switch (format) {
-            case 'date-time':
-              if (isFromRange) {
-                return new moment(valueFromClause).startOf('day').toDate() //.format('YYYY-MM-DD')
-              //} else if (indexInRange != null) {
-              //  return new moment(valueFromClause).toDate() //.format('YYYY-MM-DD')
-              }
-              return valueFromClause
-            case 'date':
-              return new moment(valueFromClause).toDate()
-            default:
-              return valueFromClause
-          }
-        default:
-          return valueFromClause
-      }
-    },
-
-    selectedDate: function() {
-      if (this.value && this.value.length == 2 && this.value[0] && this.value[1]) {
-        this.$refs.calendar.overlayVisible = false
-      }
-    },
-
-    findPropertyInSchema(path, schema) {
-      switch (schema.type) {
-      case 'object':
-        {
-          const subschema = _.get(schema, ['properties', path[0]], null)
-          if ((path.length == 1) || (subschema == null)) {
-            return subschema
-          } else {
-            return this.findPropertyInSchema(_.slice(path, 1), subschema)
-          }
-        }
-      default:
-        // TODO Warn that we're trying to find a property in a non-object schema.
-        return null
-      }
-    }
-  }
-}
-
-</script>
-
-<style scoped>
-
-.sfs-filter-clause {
-  display: inline-block;
-  white-space: nowrap;
-}
-
-.sfs-filter-clause-element {
-  display: inline-block;
-  margin: 0 5px;
-}
-
-</style>
-
-<style>
-
-.sfs-filter-value-dropdown > span,
-.sfs-filter-property > span {
-  height: 30.5px;
-  padding-top: 0;
-  padding-bottom: 0;
-  font-size: 0.875rem;
-  line-height: 30.5px;
-}
-
-.sfs-filter-clause-value > input.p-inputtext.p-inputtext-sm,
-.sfs-filter-calendar > input.p-inputtext.p-inputtext-sm {
-  height: 32.5px;
-}
-
-</style>
diff --git a/src/components/common/FilterDescription.vue b/src/components/common/FilterDescription.vue
deleted file mode 100644
index 2cd4ec8a..00000000
--- a/src/components/common/FilterDescription.vue
+++ /dev/null
@@ -1,217 +0,0 @@
-<template>
-  <div class="sfs-filter-clause-description">
-    {{text}}
-  </div>
-</template>
-
-<script>
-
-import _ from 'lodash'
-import moment from 'moment'
-
-export default {
-  name: 'FilterClauseDescription',
-
-  props: {
-    filter: {
-      type: Object,
-      default: () => null
-    },
-    entityType: {
-      type: Object,
-      required: true
-    },
-    filterProperties: {
-      type: Array,
-      required: true
-    }
-  },
-
-  computed: {
-    clauses: function() {
-      return this.filter.and || [this.filter] || [null]
-    },
-    text: function() {
-      const clauses = this.clauses.filter((c) => c != null)
-      if (clauses.length == 0) {
-        return ''
-      } else if (clauses.length == 1) {
-        return this.clauseText(clauses[0]) || ''
-      } else {
-        return (this.clauseText(clauses[0]) || '') + ` + ${clauses.length - 1} more`
-      }
-    }
-  },
-
-  methods: {
-    filterPropertyTitle: function(filterProperty) {
-      if (filterProperty == null) {
-        return null
-      }
-      if (filterProperty.path) {
-        return filterProperty.title || _.capitalize(_.lowerCase(_.last(filterProperty.path.split('.'))))
-      }
-      if (filterProperty.text) {
-        return filterProperty.title || 'Any text'
-      }
-      return filterProperty.title
-    },
-
-    filterPropertyDataType: function(filterProperty) {
-      if (filterProperty == null) {
-        return null
-      }
-      if (filterProperty.dataType) {
-        return filterProperty.dataType
-      } else if (filterProperty.path) {
-        const property = this.findPropertyInSchema(filterProperty.path.split('.'), this.entityType.schema)
-        if (!property) {
-          return null
-        }
-        return {
-          type: property.type,
-          format: property.format
-        }
-      } else if (filterProperty.text) {
-        return {type: 'string'}
-      } else {
-        return null
-      }
-    },
-
-    expressionDataType: function(expression) {
-      if (expression.path) {
-        const filterProperty = this.filterProperties.find((fp) => fp.path == expression.path)
-        return filterProperty ? this.filterPropertyDataType(filterProperty) : null
-      } if (expression.text) {
-        return {type: 'string'}
-      } else if (expression.expression) {
-        const canonicalizedExpression = expression.expression // TODO
-        const filterProperty = this.filterProperties.find((fp) => _.isEqual(fp.expression, canonicalizedExpression))
-        if (filterProperty) {
-          return this.filterPropertyDataType(filterProperty)
-        }
-        return this.expressionDataType(expression.expression)
-      }
-    },
-
-    expressionText: function(expression, dataType = null) {
-      if (expression.path) {
-        const filterProperty = this.filterProperties.find((fp) => fp.path == expression.path)
-        return filterProperty ? this.filterPropertyTitle(filterProperty) : null
-      } else if (expression.text) {
-        const filterProperty = this.filterProperties.find((fp) => fp.text == expression.text)
-        return filterProperty ? this.filterPropertyTitle(filterProperty) : 'Any text'
-      } else if (expression.expression) {
-        return this.expressionText(expression.expression)
-      } else if (expression.range) {
-        return this.rangeText(expression.range)
-      } else if (expression.constant != null) {
-        const type = _.get(dataType, 'type', 'string')
-        const format = _.get(dataType, 'format', null)
-        switch (type) {
-          case 'string':
-            switch (format) {
-              case 'date':
-                return new moment(expression.constant).format('YYYY-MM-DD')
-              case 'date-time':
-                // TODO We currently assume that the granularity is really 'day'
-                return new moment(expression.constant).format('YYYY-MM-DD')
-              default:
-                return expression.constant.toString()
-            }
-          case 'boolean':
-            if (_.isArray(expression.constant) && _.xor(expression.constant, [false, null]).length == 0) {
-              return 'No'
-            } else {
-              return expression.constant ? 'Yes' : 'No'
-            }
-        }
-      } else {
-        const canonicalizedExpression = expression // TODO
-        const filterProperty = this.filterProperties.find((fp) => _.isEqual(fp.expression, canonicalizedExpression))
-        if (filterProperty) {
-          return this.filterPropertyTitle(filterProperty)
-        }
-        return null
-      }
-    },
-
-    rangeText: function(range) {
-      if (!range || !_.isArray(range) || range.length != 2) {
-        return null
-      }
-      const min = this.expressionText(range[0])
-      const max = this.expressionText(range[1])
-      if (min && max) {
-        return `${min} to ${max}`
-      } else if (min) {
-        return `>= ${min}`
-      } else if (max) {
-        return `<= ${min}`
-      } else {
-        return null
-      }
-    },
-
-    clauseText: function(clause) {
-      if (!clause.l || !clause.r) {
-        return null
-      }
-      // Infer the data type from whichever side has a filter property.
-      const dataType = this.expressionDataType(clause.l) || this.expressionDataType(clause.r)
-      const leftText = this.expressionText(clause.l, dataType)
-      const rightText = this.expressionText(clause.r, dataType)
-      if (!leftText || !rightText) {
-        return null
-      }
-      switch (clause.operator) {
-        case 'contains':
-          return `${leftText} contains ${rightText}`
-        default:
-          return `${leftText}: ${rightText}`
-      }
-    },
-
-    findPropertyInSchema(path, schema) {
-      switch (schema.type) {
-      case 'object':
-        {
-          const subschema = _.get(schema, ['properties', path[0]], null)
-          if ((path.length == 1) || (subschema == null)) {
-            return subschema
-          } else {
-            return this.findPropertyInSchema(_.slice(path, 1), subschema)
-          }
-        }
-      default:
-        // TODO Warn that we're trying to find a property in a non-object schema.
-        return null
-      }
-    }
-  }
-}
-
-</script>
-
-<style scoped>
-
-.sfs-filter-clause-description {
-  display: inline-flex;
-  height: 32.5px;
-  padding: 0 4px;
-  max-width: 250px;
-  min-width: 100px;
-  margin: 0 5px;
-  background: #2196f3;
-  cursor: pointer;
-  font-size: 12px;
-  color: #fff;
-  border-radius: 5px;
-  align-items: center;
-  justify-content: center;
-  vertical-align: bottom;
-  overflow: hidden;
-}
-
-</style>
diff --git a/src/components/common/FilterView.vue b/src/components/common/FilterView.vue
deleted file mode 100644
index 196c9d48..00000000
--- a/src/components/common/FilterView.vue
+++ /dev/null
@@ -1,195 +0,0 @@
-<template>
-  <div class="sfs-filter-view">
-    <Button v-if="!filter" class="p-button-info p-button-sm" label="Filter" @click="toggleOverlay" />
-    <FilterDescription v-if="filter" :filter="filter" :entityType="entityType" :filterProperties="filterProperties" @click="toggleOverlay" />
-    <OverlayPanel ref="overlay">
-      <div v-for="(clause, i) in clauses" :key="i">
-        <Button icon="pi pi-plus" class="p-button-rounded p-button-outlined p-button-sm lims-add-remove-filter-button" @click="addClause(i + 1)" />
-        <Button v-if="clauses.length > 1" icon="pi pi-minus" class="p-button-rounded p-button-outlined lims-add-remove-filter-button" @click="removeClause(i)" />
-        <FilterClauseEditor v-model:clause="clauses[i]" :entityType="entityType" :filterProperties="filterProperties" />
-      </div>
-      <br />
-      <br />
-      <Button :disabled="!editedFilterIsValid" class="p-button-default p-button-sm" @click="applyFilter()">Apply filter</Button>
-      &nbsp;
-      <Button :disabled="!dirty" class="p-button-danger p-button-sm" @click="cancelChanges()">Cancel</Button>
-      <br />
-      <div v-if="quickFilters.length > 0">
-        <br />
-        Quick filters <i class="pi pi-question-circle" v-tooltip="'Hold Shift, Ctrl, Alt, or Command to add to existing filter'"></i><br />
-        <span v-for="(quickFilter, i) of quickFilters" :key="i">
-          <Button class="p-button-info p-button-sm" @click="applyQuickFilter($event, i)">{{quickFilter.title}}</Button>
-          &nbsp;
-        </span>
-      </div>
-    </OverlayPanel>
-  </div>
-</template>
-
-<script>
-
-import _ from 'lodash'
-import Button from 'primevue/button'
-import OverlayPanel from 'primevue/overlaypanel'
-import Tooltip from 'primevue/tooltip'
-
-import FilterDescription from '@/components/common/FilterDescription'
-import FilterClauseEditor from '@/components/common/FilterClauseEditor'
-
-// TODO Allow filters with more than one clause.
-
-export default {
-  name: 'FilterView',
-
-  components: {Button, FilterDescription, FilterClauseEditor, OverlayPanel},
-  emits: ['update:filter'],
-
-  directives: {
-    tooltip: Tooltip
-  },
-
-  props: {
-    filter: {
-      type: Object,
-      default: () => null
-    },
-    entityType: {
-      type: Object,
-      required: true
-    },
-    filterProperties: {
-      type: Array,
-      required: true
-    },
-    quickFilters: {
-      type: Array,
-      default: () => []
-    },
-    filterRequired: {
-      type: Boolean,
-      default: true
-    }
-  },
-
-  data: () => ({
-    clauses: [null],
-    editedFilter: null
-  }),
-
-  computed: {
-    dirty: function() {
-      return !_.isEqual(this.filter, this.editedFilter)
-    },
-    editedFilterIsValid: function() {
-      // TODO Write a general filter validator. Here we assume there is just one clause, with an operator.
-      const clauses = this.editedFilter.and || [this.editedFilter]
-      return clauses.every((clause) => clause && clause.l && clause.r && clause.operator)
-      // return (this.editedFilter && this.editedFilter.l && this.editedFilter.r && this.editedFilter.operator)
-    }
-  },
-
-  watch: {
-    filter: {
-      handler: function(newValue) {
-        console.log('filter changed')
-        this.editedFilter = newValue
-      },
-      immediate: true
-    },
-    editedFilter: {
-      handler: function(newValue, oldValue) {
-        console.log('editedFilter changed')
-        console.log(newValue)
-        if (!_.isEqual(newValue, oldValue)) {
-          this.clauses = newValue.and || [newValue]
-          console.log(this.clauses)
-        }
-      },
-      immediate: true
-    },
-    clauses: {
-      handler: function(newValue, oldValue) {
-        console.log('clauses changed')
-        // console.log('Clause changed:', newValue)
-        console.log(newValue)
-        console.log(oldValue)
-        if (newValue[0] != null) {
-          const editedFilter = newValue.length > 1 ? {and: newValue} : newValue[0] || null
-          if (!_.isEqual(editedFilter, this.editedFilter)) {
-            this.editedFilter = editedFilter
-          }
-          console.log(this.editedFilter)
-        }
-        /*
-        if (!_.isEqual(newValue, oldValue) && newValue != null) {
-          this.editedFilter = newValue
-        }
-        */
-      },
-      deep: true
-    }
-  },
-
-  methods: {
-    addClause: function(insertionIndex) {
-      this.clauses.splice(insertionIndex, 0, null)
-    },
-
-    removeClause: function(index) {
-      this.clauses.splice(index, 1)
-    },
-
-    applyFilter: function() {
-      console.log(this.editedFilterIsValid)
-      console.log(this.editedFilter)
-      if (this.editedFilterIsValid) {
-        this.setFilter(this.editedFilter)
-      }
-    },
-
-    applyQuickFilter: function(event, quickFilterIndex) {
-      const quickFilter = this.quickFilters[quickFilterIndex]
-      let newFilter = null
-      if (event.altKey || event.metaKey || event.shiftKey) {
-        newFilter = this.filter.and ? {and: [...this.filter.and, quickFilter.filter]} : {and: [this.filter, quickFilter.filter]}
-      } else {
-        newFilter = quickFilter.filter
-      }
-      this.setFilter(newFilter)
-    },
-
-    cancelChanges: function() {
-      this.editedFilter = this.filter
-    },
-
-    setFilter: function(filter) {
-      this.$emit('update:filter', filter)
-    },
-
-    toggleOverlay: function(event) {
-      this.$refs.overlay.toggle(event)
-    }
-  }
-}
-
-</script>
-
-<style scoped>
-
-.p-button.p-button-icon-only.p-button-rounded.lims-add-remove-filter-button {
-  height: 1.5rem;
-  width: 1.5rem;
-  margin: 2px;
-  vertical-align: middle;
-}
-
-.sfs-filter-view {
-  display: inline-block;
-  vertical-align: bottom;
-}
-
-.sfs-filter-view:deep(.sfs-filter-clause-description) {
-  font-family: Roboto, Helvetica Neue Light, Helvetica Neue, Helvetica, Arial, Lucida Grande, sans-serif;
-}
-
-</style>
diff --git a/src/components/common/ItemsTable.vue b/src/components/common/ItemsTable.vue
deleted file mode 100644
index d4a6c86d..00000000
--- a/src/components/common/ItemsTable.vue
+++ /dev/null
@@ -1,549 +0,0 @@
-<template>
-
-<div :class="{'sfs-items-table': true, 'sfs-nowrap': nowrap}">
-  <FlexDataTable
-      v-if="columns.length > 0"
-      ref="dataTable"
-      rowIdPath="_id"
-      :data="items"
-      :options="assembledTableOptions"
-      :rowClasses="rowClasses"
-      :sortable="sortable"
-      :scrollX="true"
-      :scrollY="true"
-      :selectedRowIds="selectedItemIds"
-      :showRowNumbers="showRowNumbers"
-      @did-click-row="onDidClickRow"
-      @did-double-click-row="onDidDoubleClickRow"
-  />
-</div>
-
-</template>
-
-<script>
-
-import 'datatables.net-dt'
-import _ from 'lodash'
-import $ from 'jquery'
-import {JSONPath as jsonPath} from 'jsonpath-plus'
-import pluralize from 'pluralize'
-import {v4 as uuidv4} from 'uuid'
-//import modules from '@/modules'
-import FlexDataTable from '@/components/common/FlexDataTable'
-import useItems from '@/composition/items'
-// import {tableViewsForEntityType} from '@/lib/modules'
-
-const isMac = () => navigator.userAgent.indexOf('Mac OS X') != -1
-
-function tableViewsForEntityType(entityType) {
-  return entityType.views.table
-}
-
-const modules = {}
-
-export default {
-  name: 'ItemsTable',
-
-  components: {FlexDataTable},
-
-  setup: (props) => {
-    const fixedFilterQuery = (entityType) => {
-      if (!entityType) {
-        return null
-      }
-      const tableView = _.get(tableViewsForEntityType(entityType), props.viewName, null)
-      return _.get(tableView, 'fixedFilterQuery', null)
-    }
-    const filterQuery = fixedFilterQuery
-
-    const referencePathsToExpand = (entityType) => {
-      if (!entityType) {
-        console.log('here')
-        return null
-      }
-      console.log(props.viewName)
-      const tableView = _.get(tableViewsForEntityType(entityType), props.viewName, null)
-      return _.get(tableView, 'referencePathsToExpand', [])
-    }
-
-    const {
-      items,
-      invalidItems,
-      selectedItems,
-      stateNamespace: itemsStateNamespace,
-      resetItems,
-      addItem,
-      deselectItems,
-      ensureItemsloaded,
-      selectItems
-    } = useItems({
-      entityType: props.entityType,
-      stateNamespace: props.stateNamespace,
-      options: {
-        restCollectionUrl: props.restCollectionUrl,
-        filter: {query: filterQuery},
-        referencePathsToExpand
-      }
-    })
-    return {
-      items,
-      invalidItems,
-      selectedItems,
-      itemsStateNamespace,
-      resetItems,
-      addItem,
-      deselectItems,
-      ensureItemsloaded,
-      selectItems
-    }
-  },
-
-  props: {
-    isDraftBatch: {
-      type: Boolean,
-      default: false
-    },
-    showRowNumbers: {
-      type: Boolean,
-      default: false
-    },
-    stateNamespace: {
-      type: String,
-      default: ''
-    },
-    entityType: {
-      type: Object,
-    },
-    noun: {
-      type: String,
-      default: 'item'
-    },
-    nowrap: {
-      type: Boolean,
-      default: true
-    },
-    sortable: {
-      type: Boolean,
-      default: true
-    },
-    tableOptions: {
-      type: Object,
-      default: () => ({})
-    },
-    autoAdvance: {
-      type: Boolean,
-      default: false
-    },
-    allowMultipleSelection: {
-      type: Boolean,
-      default: true
-    },
-    restCollectionUrl: {
-      type: String,
-      required: false,
-      default: null
-    },
-    viewName: {
-      type: String,
-      required: true,
-      default: 'default'
-    }
-  },
-
-  computed: {
-    columns: function() {
-      return ((this.view ? this.view.columns : null) || []).map(column => this.prepareColumn(column))
-    },
-    defaultSortOrder: function() {
-      return (_.get(this, 'view.sorting.default') || []).map(sortItem => [sortItem.columnIndex, sortItem.order])
-    },
-    view: function() {
-      const viewName = this.viewName || 'default'
-      return this.entityType ? _.get(tableViewsForEntityType(this.entityType), viewName, null) : null
-    },
-    assembledTableOptions: function() {
-      let self = this
-      return _.mergeWith(
-        {},
-        self.defaultTableOptions,
-        {order: self.defaultSortOrder},
-        self.tableOptions,
-        {
-          columns: self.columns.map(col => {
-            let colClone = _.clone(col)
-            if (colClone.titleHtml != null) {
-              colClone.title = undefined
-            }
-            return colClone
-          })
-        },
-        (value, srcValue) => {
-          if (_.isArray(value) && (srcValue !== undefined)) {
-            return srcValue
-          }
-          return undefined
-        }
-      )
-    },
-    rowClasses: function() {
-      return _.mapValues(
-        _.keyBy(this.invalidItems, '_id'),
-        () => 'sfs-invalid'
-      )
-    },
-    selectedItemIds: function() {
-      return this.selectedItems.map(x => x._id)
-    }
-  },
-
-  watch: {
-    entityType: {
-      handler: function(newValue, oldValue) {
-        console.log(newValue)
-        if (newValue != oldValue) {
-          this.resetItems({entityType: this.entityType, stateNamespace: this.stateNamespace})
-        }
-      },
-      immediate: true
-    },
-    stateNamespace: {
-      handler: function(newValue, oldValue) {
-        console.log(newValue)
-        if (newValue != oldValue) {
-          this.resetItems({entityType: this.entityType, stateNamespace: this.stateNamespace})
-        }
-      }
-    },
-    items: {
-      handler: function() {
-        console.log(this.items)
-      },
-      immediate: true
-    }
-  },
-
-  data: function() {
-    let self = this
-    return {
-      defaultTableOptions: {
-        buttons: [
-          'copy',
-          'csv',
-          'excel',
-          'print',
-          {
-            text: 'New ' + self.noun,
-            action: () => self.addItem()
-          }
-        ],
-        colReorder: false,
-        select: {
-          style: 'api'
-        }
-      },
-      lastSelectedRowIndex: null
-    }
-  },
-
-  created: function() {
-    let self = this
-    self.onDidPressKey = function() {
-      let command = isMac() ? event.metaKey : event.ctrlKey
-      if ((command) && (event.key == 'a')) {
-        if (!$(event.target).is('input') && !$(event.target).is('textarea')) {
-          self.selectAllIfAllowed()
-          window.getSelection().removeAllRanges()
-          event.preventDefault() // Prevent selecting all text
-        }
-      }
-    }
-    $(document).on('keydown', self.onDidPressKey);
-  },
-
-  beforeUnmount: function() {
-    let self = this
-    $(document).off('keydown', self.onDidPressKey);
-  },
-
-  methods: {
-
-    findProperty(path) {
-      const property = this.findPropertyInSchema(path.split('.'), this.entityType.schema)
-      if (property == null) {
-        console.log(`WARNING: In ItemsTable, unknown property (path="${path}")`)
-      }
-      return property
-    },
-
-    findPropertyInSchema(path, schema) {
-      switch (schema.type) {
-      case 'object':
-        {
-          const subschema = _.get(schema, ['properties', path[0]], null)
-          if ((path.length == 1) || (subschema == null)) {
-            return subschema
-          } else {
-            return this.findPropertyInSchema(_.slice(path, 1), subschema)
-          }
-        }
-      default:
-        // TODO Warn that we're trying to find a property in a non-object schema.
-        return null
-      }
-    },
-
-    prepareColumn: function(viewColumn) {
-      const self = this
-      // TODO Can we get the schema definition for a property specified by JSONPath instead of simple path?
-      const schemaProperty = viewColumn.path ? this.findProperty(viewColumn.path) : null
-
-      let render = viewColumn.render ? eval(viewColumn.render) : (this.formatterForProperty(viewColumn, schemaProperty) || undefined)
-
-      let addLink = null
-      if (viewColumn.link) {
-        switch (viewColumn.link.type) {
-          case 'item-detail':
-            if (viewColumn.link.entityTypeName && viewColumn.link.idPath) {
-              addLink = (cellContent, item) => {
-                const itemId = _.get(item, viewColumn.link.idPath)
-                if (cellContent && itemId) {
-                  const url = self.$router.resolve({path: `/${pluralize(viewColumn.link.entityTypeName)}/${itemId}`}).href
-                  if (url) {
-                    // TODO Do we need to escape the URL?
-                    return `<a href="${url}">${cellContent}</a>`
-                  }
-                }
-                return cellContent
-              }
-            }
-            break
-          default:
-            break
-        }
-      }
-      if (addLink) {
-        const innerRender = render || ((data) => data)
-        render = (data, type, row, meta) => {
-          if (type == 'display') {
-            return addLink(innerRender(data, type, row, meta), row)
-          }
-          return innerRender(data, type, row, meta)
-        }
-      }
-      return {
-        name: viewColumn.name || `column-${uuidv4()}`,
-        className: viewColumn.className,
-        title: viewColumn.title || ((viewColumn.path != null) ? _.capitalize(_.lowerCase(_.last(viewColumn.path.split('.')))) : undefined),
-        titleHtml: viewColumn.titleHtml,
-        render: render,
-        data: viewColumn.getData ?
-            eval(viewColumn.getData) // TODO Move dynamic data getters to the front end so that we can eliminate evals (even in UI).
-            : viewColumn.path ?
-                ((row) => _.get(row, viewColumn.path, null))
-                : viewColumn.paths ?
-                    ((row) => {
-                      const path = viewColumn.paths.find((p) => !_.isNil(_.get(row, p)))
-                      return path ? _.get(row, path) : null
-                    })
-                    : viewColumn.jsonPath ?
-                        ((row) => jsonPath(viewColumn.jsonPath, row))
-                        : viewColumn.jsonPaths ?
-                            ((row) => {
-                              const path = viewColumn.jsonPaths.find((jp) => jsonPath(jp, row) != null)
-                              return path ? jsonPath(path, row) : null
-                            })
-                            : undefined,
-        orderData: viewColumn.orderData,
-        visible: _.isObject(viewColumn.visible) ? (this.isDraftBatch ? !!viewColumn.visible.draft : !!viewColumn.visible.default) : viewColumn.visible
-      }
-    },
-
-    formatterForProperty: function(viewColumn, schemaProperty) {
-      let format = this.formatForProperty(viewColumn, schemaProperty)
-      if (format) {
-        return _.get(_.get(modules, format), 'format', null)
-      }
-      return null
-    },
-
-    formatForProperty: function(viewColumn, schemaProperty) {
-      if (viewColumn.format) {
-        return viewColumn.format
-      }
-      if (schemaProperty) {
-        switch (schemaProperty.type) {
-        case 'string':
-          switch (schemaProperty.format) {
-          case 'date':
-            return 'default.formats.date'
-          case 'date-time':
-            return 'default.formats.dateTime'
-          case 'time':
-            return 'default.formats.time'
-          default:
-            break
-          }
-          break
-        default:
-          break
-        }
-      }
-      return null
-    },
-
-    selectAllIfAllowed: function() {
-      const self = this
-      if (self.items.length < 101) {
-        const itemIds = self.items.map(x => x._id)
-        self.selectItems({itemIds})
-      }
-    },
-
-    onDidClickRow: function(event) {
-      let self = this
-      const { rangeSelectionRowIds, data, mouseEvent: { shiftKey, ctrlKey, metaKey } = {} } = event
-      let multiSelect = this.allowMultipleSelection && (isMac() ? metaKey : ctrlKey)
-      let rangeSelect = this.allowMultipleSelection && shiftKey
-      let itemId = _.get(data, this.entityType.primaryKey) // TODO What about PK functions?
-      if (itemId != null) {
-        if (rangeSelect && (rangeSelectionRowIds != null)) {
-          self.selectItems({itemIds: rangeSelectionRowIds, addToSelection: true})
-          window.getSelection().removeAllRanges()
-        } else if ((multiSelect || (self.selectedItemIds.length == 1)) && self.selectedItemIds.includes(itemId)) {
-          self.lastSelectedRowIndex = null
-          self.deselectItems({itemIds: [itemId]})
-        } else {
-          self.lastSelectedRowIndex = null
-          self.selectItems({itemIds: [itemId], addToSelection: multiSelect})
-        }
-      }
-    },
-
-    onDidDoubleClickRow: function(event) {
-      let self = this
-      const { rangeSelectionRowIds, data, mouseEvent: { shiftKey, ctrlKey, metaKey } = {} } = event
-      let multiSelect = this.allowMultipleSelection && (isMac() ? metaKey : ctrlKey)
-      let rangeSelect = this.allowMultipleSelection && shiftKey
-      let itemId = _.get(data, "_id");
-      if (itemId != null) {
-        if (rangeSelect && (rangeSelectionRowIds != null)) {
-          self.selectItems({itemIds: rangeSelectionRowIds, addToSelection: true, edit: true})
-          window.getSelection().removeAllRanges()
-        } else if ((multiSelect || (self.selectedItemIds.length == 1)) && self.selectedItemIds.includes(itemId)) {
-          self.lastSelectedRowIndex = null
-          self.deselectItems({itemIds: [itemId]})
-        } else {
-          self.lastSelectedRowIndex = null
-          self.selectItems({itemIds: [itemId], addToSelection: multiSelect, edit: true})
-        }
-      }
-    },
-
-    relativeRowRecordIds: function(recordId, startOffset, count = 1, step = 1) {
-      return this.$refs.dataTable?.relativeRowRecordIds(recordId, startOffset, count, step) || []
-    }
-  }
-}
-
-</script>
-
-<style scoped>
-
-.sfs-items-table {
-  display: block;
-  /*font-size: 12px;*/
-}
-
-/* Table */
-
-.sfs-items-table:deep(.dataTables_scrollBody table) {
-  margin-bottom: 10px;
-}
-
-/* Table controls */
-
-.sfs-items-table:deep(.dt-buttons),
-.sfs-items-table:deep(.dataTables_filter) {
-  font-size: 12px;
-}
-
-/* Cells */
-
-.sfs-items-table:deep(th) {
-  background: #e8e8e8;
-  font-weight: 400;
-  color: #131313;
-  border-width: 1px;
-  border-style: solid;
-  border-color: #d0dfea #bcbcbc #d0dfea #e8e8e8;
-  transition: background-color .2s,border-color .2s,box-shadow .2s;
-  padding: 1px 1px;
-  border-collapse: collapse;
-  font-size: 12px;
-}
-
-.sfs-items-table.sfs-nowrap:deep(th) {
-  max-width: 300px;
-}
-
-.sfs-items-table:deep(table.dataTable tbody td) {
-  padding: 5px 4px;
-}
-
-.sfs-items-table:deep(table.dataTable tbody td a) {
-  text-decoration: none;
-}
-
-.sfs-items-table:deep(td),
-.sfs-items-table:deep(.align-left) {
-  text-align: left;
-}
-
-.sfs-items-table:deep(.align-center) {
-  text-align: center;
-}
-
-.sfs-items-table:deep(.align-right) {
-  text-align: right;
-}
-
-.sfs-items-table.sfs-nowrap:deep(table.dataTable tbody td) {
-  max-width: 300px;
-  overflow: hidden;
-  text-overflow: ellipsis;
-  white-space: nowrap;
-}
-
-/*
-.sfs-items-table:deep(td.status-positive {
-  background-color: #b3ffb3; /*#14b314;* /
-}
-
-.sfs-items-table:deep(td.status-positive-control-passed {
-  color: rgb(51, 51, 255);
-}
-*/
-
-.sfs-items-table:deep(.samplify-data-table table.dataTable.stripe tbody tr.sfs-invalid),
-.sfs-items-table:deep(.samplify-data-table table.dataTable.stripe tbody tr.sfs-invalid.odd),
-.sfs-items-table:deep(.samplify-data-table table.dataTable.display tbody tr.sfs-invalid.odd) {
-  background: #fdd;
-}
-
-.sfs-items-table:deep(.samplify-data-table table.dataTable.stripe tbody tr.sfs-invalid.even),
-.sfs-items-table:deep(.samplify-data-table table.dataTable.display tbody tr.sfs-invalid.even) {
-  background: #fcc;
-}
-
-.sfs-items-table:deep(.samplify-data-table table.dataTable.stripe tbody tr.sfs-invalid:hover),
-.sfs-items-table:deep(.samplify-data-table table.dataTable.display tbody tr.sfs-invalid:hover) {
-  background: #abd6ff;
-}
-
-.sfs-items-table:deep(.samplify-data-table table.dataTable.stripe tbody tr.sfs-invalid.selected),
-.sfs-items-table:deep(.samplify-data-table table.dataTable.display tbody tr.sfs-invalid.selected) {
-  background: #faa;
-}
-
-
-</style>
diff --git a/src/components/common/ItemsView.vue b/src/components/common/ItemsView.vue
deleted file mode 100644
index b9510f04..00000000
--- a/src/components/common/ItemsView.vue
+++ /dev/null
@@ -1,612 +0,0 @@
-<template>
-  <div v-if="entityType != null" class="sfs-table-and-property-sheet">
-    <div class="sfs-page-header-and-table">
-      <div class="sfs-page-header">
-        <div class="sfs-page-header-info">
-          <div class="sfs-title">{{ title || titleCase(pluralize(entityType.commonTitle)) }}</div>
-        </div>
-        <div class="sfs-page-header-controls">
-          <SelectButton
-            v-if="availableEntityTypes != null"
-            v-model="currentEntityTypeName"
-            class="sfs-detail-editor-view-choice"
-            :option-label="pluralizeEntityTypeCommonTitle"
-            option-value="name"
-            :options="availableEntityTypes"
-          />
-          <FilterView
-            v-if="entityType && filterProperties"
-            v-model:filter="filter"
-            :entity-type="entityType"
-            :filter-properties="filterProperties"
-            :quick-filters="resolvedQuickFilters"
-          />
-          <SelectButton
-            v-if="allowDetailEditorViewChoice && (detailEditorViews || []).length > 1"
-            v-model="userChosenEditorViewName"
-            class="sfs-detail-editor-view-choice"
-            option-label="title"
-            option-value="name"
-            :options="detailEditorViews"
-          />
-          <Button
-            v-if="canCreate"
-            v-tooltip.top="keyboardShortcutText('cmd', 'M')"
-            class="p-button-primary"
-            :label="`Add ${indefiniteArticle(titleCase(entityType.commonTitle))}`"
-            @click="addItem()"
-          />
-        </div>
-      </div>
-      <ItemsTable
-        v-if="entityType != null"
-        ref="itemsTable"
-        class="sfs-table"
-        :entity-type="entityType"
-        :sortable="true"
-        :state-namespace="stateNamespace"
-        :table-options="tableOptions"
-        :view-name="editedState.tableViewName"
-      />
-    </div>
-    <div
-      v-if="
-        canShowDetailViews &&
-        detailComponent != null &&
-        currentEntityTypeName &&
-        detailItems.length == 1 &&
-        detailItems[0]._id
-      "
-      class="sfs-detail-view-pane"
-      :style="detailViewStyle"
-    >
-      <component :is="detailComponent" :entity-type-name="currentEntityTypeName" :item-id="detailItems[0]._id" />
-    </div>
-    <PropertySheet
-      v-if="canShowDetailViews && detailComponent == null && entityType && detailItems.length > 0"
-      :auto-advance="autoAdvanceDetailEditor"
-      class="sfs-property-sheet"
-      :editing="editingDetailItems"
-      :entity-type="entityType"
-      :items="detailItems"
-      :state-namespace="stateNamespace"
-      :view-names="currentDetailEditorViewNames"
-    />
-  </div>
-</template>
-
-<script>
-import _ from 'lodash'
-import $ from 'jquery'
-import indefinite from 'indefinite'
-import moment from 'moment'
-import pluralize from 'pluralize'
-import Button from 'primevue/button'
-import Dialog from 'primevue/dialog'
-import InputNumber from 'primevue/inputnumber'
-import SelectButton from 'primevue/selectbutton'
-import {ref} from 'vue'
-
-import ItemsTable from '@/components/common/ItemsTable'
-import PropertySheet from '@/components/common/PropertySheet'
-import useEntityTypes from '@/composition/entity-types'
-import useItems from '@/composition/items'
-import useKeyboardShortcuts from '@/composition/keyboard-shortcuts'
-import FilterView from '@/components/common/FilterView'
-import {removeEmptyPropertiesAndElements} from '@/lib/objects'
-import {encodeState} from '@/lib/persistent-state'
-
-const isMac = () => navigator.userAgent.indexOf('Mac OS X') != -1
-
-function detailViewsForEntityType(entityType) {
-  return entityType?.views?.detail || {}
-}
-
-function tableViewsForEntityType() {
-  return {}
-}
-
-export default {
-  name: 'ItemsView',
-
-  components: {Button, Dialog, FilterView, InputNumber, PropertySheet, ItemsTable, SelectButton},
-
-  props: {
-    allowAutoAdvancingDetailEditor: {
-      type: Boolean,
-      default: true
-    },
-    canCreate: {
-      type: Boolean,
-      default: true
-    },
-    canDelete: {
-      type: Boolean,
-      default: true
-    },
-    canShowDetailViews: {
-      type: Boolean,
-      default: true
-    },
-    canUpdate: {
-      type: Boolean,
-      default: true
-    },
-    defaultFilter: {
-      type: Object,
-      default: () => undefined
-    },
-    entityTypeName: {
-      type: String,
-      required: false,
-      default: null
-    },
-    entityTypeNames: {
-      type: Array,
-      required: false,
-      default: null
-    },
-    defaultDetailEditorViewNames: {
-      type: Array,
-      default: () => ['default-edit', 'default']
-    },
-    detailEditorViews: {
-      type: Array, // Array of objects with name and title properties
-      default: () => []
-    },
-    displayOnlyDetailViewNames: {
-      type: Array,
-      default: () => ['default-view', 'default']
-    },
-    state: {
-      type: Object,
-      default: () => ({})
-    },
-    quickFilters: {
-      type: Array,
-      default: () => null
-    },
-    restCollectionUrl: {
-      type: String,
-      required: false,
-      default: null
-    },
-    tableViewName: {
-      type: String,
-      default: null
-    },
-    title: {
-      type: String,
-      default: null
-    }
-  },
-
-  setup: (props) => {
-    const currentEntityTypeName = ref(props.entityTypeName || (props.entityTypeNames ? props.entityTypeNames[0] : null))
-
-    const filter = ref(null)
-
-    const fixedFilterQuery = (entityType) => {
-      if (!entityType) {
-        return null
-      }
-      const tableView = _.get(tableViewsForEntityType(entityType), props.tableViewName || 'default', null)
-      return _.get(tableView, 'fixedFilterQuery', null)
-    }
-
-    const referencePathsToExpand = (entityType) => {
-      if (!entityType) {
-        return null
-      }
-      const tableView = _.get(tableViewsForEntityType(entityType), props.tableViewName || 'default', null)
-      return _.get(tableView, 'referencePathsToExpand', [])
-    }
-
-    const filterQuery = (entityType) => {
-      if (!entityType) {
-        return null
-      }
-      const fixedQuery = fixedFilterQuery(entityType)
-      const userQuery = _.isFunction(filter.value) ? filter.value(entityType) : filter.value
-      const queries = [fixedQuery, userQuery].filter((q) => q != null)
-      if (queries.length == 0) {
-        return null
-      }
-      if (queries.length == 1) {
-        return queries[0]
-      }
-      return {and: queries}
-    }
-
-    const itemsStoreOptions = _.merge(
-      {
-        loading: {
-          firstPageSize: 500
-        },
-        filter: {query: filterQuery},
-        referencePathsToExpand,
-        /* order: [
-        [{path: 'history.creation.timestamp'}, 'desc'],
-        [{path: 'history.creation.orderInBatch'}, 'desc']
-      ] */
-        restCollectionUrl: props.restCollectionUrl
-      },
-      props.itemsStoreOptions
-    )
-
-    return {
-      currentEntityTypeName,
-      filter,
-      filterQuery,
-      ...useEntityTypes(),
-      ...useItems({
-        itemTypeName: currentEntityTypeName.value || (props.entityTypeNames ? props.entityTypeNames[0] : null),
-        // itemType:
-        options: itemsStoreOptions
-        /* options: {
-          restCollectionUrl: props.restCollectionUrl,
-          filter: {query: filterQuery}
-        } */
-      }),
-      ...useKeyboardShortcuts()
-    }
-  },
-
-  data: function (props) {
-    // eslint-disable-next-line @typescript-eslint/no-this-alias
-    const self = this
-    return {
-      editedState: _.cloneDeep(props.state),
-      tableOptions: {
-        buttons: [
-          // TODO Make configurable
-          'copy',
-          'csv',
-          'excel',
-          'print'
-        ]
-        //order: [[1, 'asc']] // TODO Configure in view
-      },
-      userChosenEditorViewName: function () {
-        let viewName = null
-        if (self.detailEditorViews.length > 0) {
-          const defaultViewNames = self.editingDetailItems
-            ? self.defaultDetailEditorViewNames
-            : self.displayOnlyDetailViewNames
-          viewName = _.first(
-            _.intersection(
-              defaultViewNames,
-              self.detailEditorViews.map((viewOption) => viewOption.name)
-            )
-          )
-          if (viewName == null) {
-            viewName = self.detailEditorViews[0].name
-          }
-        }
-        return viewName
-      }
-    }
-  },
-
-  computed: {
-    tableView: function () {
-      return this.entityType
-        ? _.get(tableViewsForEntityType(this.entityType), this.editedState?.tableViewName || 'default', null)
-        : null
-    },
-    filterProperties: function () {
-      return this.tableView ? this.tableView.filterProperties : null
-    },
-    resolvedQuickFilters: function () {
-      return this.quickFilters || (this.tableView ? this.tableView.quickFilters : null) || []
-    },
-    detailViews: function () {
-      return !this.canShowDetailViews ? {} : this.entityType ? detailViewsForEntityType(this.entityType) : {}
-    },
-    detailView: function () {
-      if (!this.canShowDetailViews) {
-        return null
-      }
-      for (const viewName of this.currentDetailEditorViewNames) {
-        if (_.has(this.detailViews, viewName)) {
-          return this.detailViews[viewName]
-        }
-      }
-      return null
-    },
-    detailViewStyle: function () {
-      return this.detailView
-        ? {
-            ...(this.detailView.preferredWidth
-              ? {
-                  flex: `0 0.1 ${this.detailView.preferredWidth}px`
-                }
-              : null)
-          }
-        : null
-    },
-    detailComponent: function () {
-      return this.detailView ? this.detailView.component : null
-    },
-    availableEntityTypes: function () {
-      if (this.entityTypeNames && this.entityTypeNames.length > 1 && this.entityTypes) {
-        return this.entityTypeNames.map((name) => this.getEntityType(name))
-      }
-      return null
-    },
-    allowDetailEditorViewChoice: function () {
-      return false
-    },
-    autoAdvanceDetailEditor: function () {
-      return this.allowAutoAdvancingDetailEditor
-    },
-    currentDetailEditorViewNames: function () {
-      return this.allowDetailEditorViewChoice
-        ? [this.userChosenEditorViewName]
-        : this.editingDetailItems
-          ? this.defaultDetailEditorViewNames
-          : this.displayOnlyDetailViewNames
-    }
-  },
-
-  watch: {
-    currentEntityTypeName: {
-      handler: function (newValue, oldValue) {
-        if (newValue != oldValue) {
-          this.resetItems({entityTypeName: newValue})
-        }
-      }
-    },
-    entityType: {
-      handler: function () {
-        console.log(this.entityType)
-        if (this.ensureItemsStore()) {
-          this.registerTableAsListNavigator()
-          this.performInitialLoad()
-        }
-      },
-      immediate: true
-    },
-    filter: {
-      immediate: true,
-      handler: function () {
-        const filterQuery = this.filterQuery(this.entityType)
-        this.setQuery(filterQuery)
-      }
-    },
-    state: {
-      handler: function () {
-        if (!_.isEqual(this.state, this.editedState)) {
-          this.editedState = this.state
-          console.log(this.editedState)
-        }
-      },
-      immediate: true
-    },
-    editedState: {
-      handler: function () {
-        if (!_.isEqual(this.state, this.editedState)) {
-          console.log('setting state ', this.editedState)
-          const query = removeEmptyPropertiesAndElements({
-            ...this.$route.query,
-            s: encodeState(this.editedState)
-          })
-          // this.$router.replace({query: {s: JSON.stringify(this.editedState)}})
-          this.$router.replace({query})
-        }
-      },
-      deep: true
-    },
-    stateNamespace: {
-      handler: function () {
-        if (this.ensureItemsStore()) {
-          this.registerTableAsListNavigator()
-          this.performInitialLoad()
-        }
-      },
-      immediate: true
-    },
-    tableView: {
-      handler: function (newValue, oldValue) {
-        if (newValue != oldValue) {
-          const buttons = ['copy', 'csv', 'excel', 'print']
-          if (!newValue) {
-            this.filter = null
-          } else {
-            if (newValue.columnGroups) {
-              buttons.push(
-                ...[
-                  ...(newValue?.columnGroups || []).map((columnGroup) => ({
-                    extend: 'columnToggle',
-                    text: columnGroup.title || 'Columns',
-                    columns: (columnGroup.columns || [])
-                      .filter((column) => column.name)
-                      .map((column) => `${column.name}:name`)
-                  }))
-                ]
-              )
-            }
-            this.filter = this.defaultFilter === undefined ? newValue.defaultFilterQuery : this.defaultFilter
-          }
-          this.tableOptions = _.assign({}, this.tableOptions, {buttons})
-        }
-      },
-      immediate: true
-    },
-    tableViewName: {
-      handler: function () {
-        this.updateState()
-      },
-      immediate: true
-    },
-    itemsStoreReady: {
-      handler: function (newValue, oldValue) {
-        if (newValue && !oldValue) {
-          this.registerTableAsListNavigator()
-          this.performInitialLoad()
-        }
-      }
-    }
-  },
-
-  created: function () {
-    this.onDidPressKey = function () {
-      const command = isMac() ? event.metaKey : event.ctrlKey
-      switch (event.key) {
-        case 'm':
-          if (command) {
-            event.preventDefault()
-            event.stopPropagation()
-            self.addItem()
-          }
-          break
-        default:
-          break
-      }
-    }
-    $(document).on('keydown', self.onDidPressKey)
-    this.performInitialLoad()
-  },
-
-  beforeUnmount: function () {
-    $(document).off('keydown', this.onDidPressKey)
-
-    // TODO Does this actually get called before stateNamespace has changed?
-    //this.deregisterListNavigator({name: 'Items', listNavigator: this.$refs.itemsTable})
-  },
-
-  methods: {
-    updateState: function () {
-      this.editedState = {
-        tableViewName: this.state.tableViewName || this.tableViewName
-      }
-    },
-
-    registerTableAsListNavigator: function () {
-      if (this.$refs.itemsTable) {
-        this.registerListNavigator({name: 'Items', listNavigator: this.$refs.itemsTable})
-      }
-    },
-
-    performInitialLoad: async function () {
-      const promises = [this.loadItems()]
-      await Promise.all(promises)
-    },
-
-    formatRelativeDateTime: function (dateTime) {
-      return moment(dateTime).fromNow()
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // String formatting functions for use in templates
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    pluralizeEntityTypeCommonTitle: function (entityType) {
-      return _.startCase(pluralize(entityType.commonTitle))
-    },
-
-    indefiniteArticle: function (...args) {
-      return indefinite(...args)
-    },
-
-    pluralize: function (...args) {
-      return pluralize(...args)
-    },
-
-    titleCase: function (s) {
-      return _.startCase(_.lowerCase(s))
-    }
-  }
-}
-</script>
-
-<style scoped>
-/* Table and property sheet */
-
-.sfs-table-and-property-sheet {
-  display: flex;
-  flex-direction: row;
-  position: absolute;
-  top: 0;
-  bottom: 0;
-  left: 0;
-  right: 0;
-}
-
-.sfs-page-header-and-table {
-  flex: 1 2 auto;
-  display: flex;
-  flex-direction: column;
-  position: relative;
-  height: 100%;
-}
-
-.sfs-page-header {
-  flex: 0 0 auto;
-  position: relative;
-  width: 100%;
-  padding: 5px 10px;
-}
-
-.sfs-page-header-info {
-  float: left;
-}
-
-.sfs-page-header .sfs-title {
-  font-size: 19px;
-  text-align: left;
-}
-
-.sfs-page-header .sfs-title:first-child:last-child {
-  line-height: 37px;
-}
-
-.sfs-page-header-controls {
-  float: right;
-}
-
-.sfs-page-header-controls button {
-  margin: 0 5px;
-}
-
-.sfs-page-header-controls button:first-child {
-  margin: 0 5px 0 0;
-}
-
-.sfs-page-header-controls button:last-child {
-  margin: 0 0 0 5px;
-}
-
-.sfs-page-header-and-table > .sfs-table {
-  flex: 1 1 auto;
-  position: relative;
-  width: 100%;
-}
-
-.sfs-table-and-property-sheet > .sfs-property-sheet {
-  flex: 0 0 584px;
-  position: relative;
-  height: 100%;
-  overflow: auto;
-}
-
-.sfs-table-and-property-sheet > .sfs-detail-view-pane {
-  flex: 0 0 584px;
-  position: relative;
-  height: 100%;
-  overflow: auto;
-}
-
-/* Controls */
-
-.sfs-detail-editor-view-choice {
-  display: inline;
-  margin: 0 5px;
-}
-
-/* Match .p-button-sm (almost). */
-.sfs-detail-editor-view-choice:deep(.p-button) {
-  font-size: 0.875rem;
-  padding: 0.499625rem 0.65625rem;
-}
-</style>
diff --git a/src/components/common/PropertySheet.vue b/src/components/common/PropertySheet.vue
deleted file mode 100644
index 9cb74e8b..00000000
--- a/src/components/common/PropertySheet.vue
+++ /dev/null
@@ -1,1377 +0,0 @@
-<template>
-
-  <div class="sfs-property-sheet">
-    <div v-if="viewModel != null" class="clearfix sfs-property-sheet-header">
-      <div class="sfs-title">{{(editing ? ((editingMode == 'New') ? 'New ' : 'Edit ') : '') + titleCase((editingMode == 'EditMultiple') ? pluralize(entityType.commonTitle, items.length, true) : entityType.commonTitle)}}<span v-if="(entityType.name == 'sfs-specimen') && (items.length == 1) && getPrimaryKeyValue(items[0]) && !draftBatchId"> <router-link :to="`/sfs-specimens/${getPrimaryKeyValue(items[0])}`"><Button class="sfs-nav-button p-button-link p-button-sm" label="Details" /></router-link></span></div>
-      <div class="sfs-spacer"></div>
-      <div class="sfs-property-sheet-controls">
-        <Button v-for="(action, i) in viewActions" :key="i" :label="action.title" :style="{visibility: items.length == 1 ? 'visible' : 'hidden'}" @click="onDidClickActionButton(i)" />
-        <Button v-if="navigationButtonsVisible" :style="{visibility: (previousItemId != null) ? 'visible' : 'hidden'}" class="p-button-info p-button-rounded" icon="pi pi-caret-up" @click="onDidClickNavigateButton(-1)" />
-        <Button v-if="navigationButtonsVisible" :style="{visibility: (nextItemId != null) ? 'visible' : 'hidden'}" class="p-button-info p-button-rounded" icon="pi pi-caret-down" @click="onDidClickNavigateButton(1)" />
-        <Button v-if="allowsDeletion && (editingMode != 'New') && editing" class="p-button-danger" label="Delete" @click="onDidClickDeleteButton" />
-        <Button v-if="!editing" class="p-button-warning" label="Edit" @click="onDidClickEditButton" />
-        <Button class="p-button-warning" :label="(editing && ((editingMode == 'New') || dirty)) ? 'Cancel' : 'Close'" v-tooltip.top="keyboardShortcutText('esc')" @click="onDidClickCloseButton" />
-        <Button v-if="editing" class="p-button-primary" :disabled="!dirty || (valid && hasValidationWarnings)" label="Save" v-tooltip.top="keyboardShortcutText('cmd', 'S')" @click="onDidClickSaveButton" />
-      </div>
-    </div>
-    <div v-if="editing && valid && hasValidationWarnings" class="sfs-property-sheet-validation-warning-controls">
-      <div class="sfs-message p-warning">There are validation warnings.</div>
-      <Button class="p-button-primary" label="Save Anyway" v-tooltip.top="keyboardShortcutText('cmd', 'S')" @click="onDidClickSaveAnywayButton" />
-    </div>
-    <div v-if="editing && hasGlobalValidationErrors" class="sfs-property-sheet-global-validation-errors">
-      <div v-if="kitRegistrationNameMismatchError != null" class="sfs-property-sheet-kit-registration-name-mismatch-error">
-        <div class="sfs-error-message">{{ kitRegistrationNameMismatchError.message }}</div>
-        <div v-if="kitRegistrationNameMismatchError.persistentRedcapEventId != null">
-          <div class="sfs-error-details">Legal name from enrollment: {{ get(kitRegistrationNameMismatchError, 'names.enrollmentLegalName.first') }} {{ get(kitRegistrationNameMismatchError, 'names.enrollmentLegalName.last') }}</div>
-          <div class="sfs-error-details">Name from kit registration: {{ get(kitRegistrationNameMismatchError, 'names.kitRegistration.first') }} {{ get(kitRegistrationNameMismatchError, 'names.kitRegistration.last') }}</div>
-          <div v-if="kitRegistrationNameMismatchError.redcapEventUrl"><a :href="kitRegistrationNameMismatchError.redcapEventUrl" target="_blank">See details on REDCap</a></div>
-          <Button class="p-button-warning" label="Mark as Untestable" @click="onDidClickMarkUntestableButton(kitRegistrationNameMismatchError.persistentRedcapEventId)" />
-          &nbsp;
-          <Button class="p-button-primary" label="Override Name Mismatch" @click="onDidClickOverrideNameMismatchButton(kitRegistrationNameMismatchError.persistentRedcapEventId)" />
-        </div>
-      </div>
-      <div v-else class="lims-global-errors">
-        <div class="p-warning">
-          <i class="pi pi-exclamation-triangle" />
-          {{formErrors['*'].message}}
-        </div>
-      </div>
-    </div>
-    <div v-if="viewModel != null" class="clearfix sfs-property-sheet-form p-input-filled">
-      <PropertySheetGroupOrProperty v-for="field in visibleFields" :key="field.path" :allItems="allItems" :editing="editing" :entitySchema="entityType.schema" :field="field" :items="items" :multiEditSummary="multiEditSummary" :ref="(el) => setInputRef(el, field)" :viewModel="viewModel" :saving="saving" @did-blur-with-tab="onDidBlurFieldWithTab($event)" @update:propertyValue="onDidUpdatePropertyValue" />
-    </div>
-    <div v-if="editing && valid && hasValidationWarnings && bottomControlsVisible" class="sfs-property-sheet-validation-warning-controls">
-      <div class="sfs-message p-warning">There are validation warnings.</div>
-      <Button class="p-button-primary" label="Save Anyway" v-tooltip.top="keyboardShortcutText('cmd', 'S')" @click="onDidClickSaveAnywayButton" />
-    </div>
-    <div v-if="(viewModel != null) && bottomControlsVisible" class="clearfix sfs-property-sheet-header">
-      <div class="sfs-spacer"></div>
-      <div class="sfs-property-sheet-controls">
-        <Button v-for="(action, i) in viewActions" :key="i" :label="action.title" :style="{visibility: items.length == 1 ? 'visible' : 'hidden'}" @click="onDidClickActionButton(i)" />
-        <Button v-if="navigationButtonsVisible" :style="{visibility: (previousItemId != null) ? 'visible' : 'hidden'}" class="p-button-info p-button-rounded" icon="pi pi-caret-up" @click="onDidClickNavigateButton(-1)" />
-        <Button v-if="navigationButtonsVisible" :style="{visibility: (nextItemId != null) ? 'visible' : 'hidden'}" class="p-button-info p-button-rounded" icon="pi pi-caret-down" @click="onDidClickNavigateButton(1)" />
-        <Button v-if="allowsDeletion && (editingMode != 'New') && editing" class="p-button-danger" label="Delete" @click="onDidClickDeleteButton" />
-        <Button v-if="!editing" class="p-button-warning" label="Edit" @click="onDidClickEditButton" />
-        <Button class="p-button-warning" :label="(editing && ((editingMode == 'New') || dirty)) ? 'Cancel' : 'Close'" v-tooltip.top="keyboardShortcutText('esc')" @click="onDidClickCloseButton" />
-        <Button v-if="editing" class="p-button-primary" :disabled="!dirty || (valid && hasValidationWarnings)" label="Save" v-tooltip.top="keyboardShortcutText('cmd', 'S')" @click="onDidClickSaveButton" />
-      </div>
-    </div>
-  </div>
-
-</template>
-
-<script>
-
-import _ from 'lodash'
-import $ from 'jquery'
-import 'datatables.net-dt'
-import pluralize from 'pluralize'
-import Button from 'primevue/button'
-import {v4 as uuidv4} from 'uuid'
-import {useForm} from 'vee-validate'
-import {computed} from 'vue'
-import {mapActions, mapState, useStore} from 'vuex'
-import * as yup from 'yup'
-
-import moment from 'moment'
-
-import PropertySheetGroupOrProperty from '@/components/common/PropertySheetGroupOrProperty'
-import {findPropertyInSchema, findRelatedItemDefinitionsInSchema, schemaPropertyIsRequired} from '@/lib/schemas'
-// import {uiCodeForEntityType} from '@/lib/modules'
-// import {callCustomItemRestMethod, fetchItemByUniqueProperty} from '@/services/items'
-// import Items from '@/utilities/items'
-import useEntityTypes from '@/composition/entity-types'
-import useKeyboardShortcuts from '@/composition/keyboard-shortcuts'
-
-const isMac = () => navigator.userAgent.indexOf('Mac OS X') != -1
-
-function viewModelPathToValidatorPath(path) {
-  return path.replace(/\./g, ':')
-}
-
-function callCustomItemRestMethod() {
-  return null
-}
-
-function fetchItemByUniqueProperty() {
-  return null
-}
-
-function uiCodeForEntityType() {
-  let entityTypeCustomizations = {}
-  /*
-  for (const moduleName in modules) {
-    const module = modules[moduleName]
-    const customization = _.get(module, `entity-types.${entityTypeName}`)
-    if (customization) {
-      _.merge(entityTypeCustomizations, customization)
-    }
-  }
-  */
-  return entityTypeCustomizations
-}
-
-export default {
-  name: 'PropertySheet',
-
-  components: { Button, PropertySheetGroupOrProperty },
-  emits: ['propertySheet:willClose', 'propertySheet:didDeleteItem', 'propertySheet:didSaveItem'],
-
-  setup: (props) => {
-    const store = useStore()
-
-    const primaryKey = computed(() => props.entityType.primaryKey || '_id')
-    const getPrimaryKeyValue = computed(() => (item) => item == null ? null : item[primaryKey.value])
-
-    const batchSaveAttempted = computed(() => {
-      return _.get(store.state, props.stateNamespace).batchSaveAttempted
-    })
-
-    const fieldBelongsToRelatedItem = (path) => {
-      return findRelatedItemDefinitions(path).length > 0
-    }
-
-    const findRelatedItemDefinitions = (path) => {
-      return findRelatedItemDefinitionsInSchema(props.entityType.schema, path)
-    }
-
-    const flattenLeafFields = (fields) => {
-      return fields.map(field => (field.group || field.relatedItem) ? flattenLeafFields(field.contents) : [field]).flat()
-    }
-
-    const editingMode = computed(() => {
-      if (props.items.length == 1) {
-        if (getPrimaryKeyValue.value(props.items[0]) != null) {
-          return 'EditSingle'
-        } else {
-          return 'New'
-        }
-      } else if (props.items.length > 1) {
-        // In this case we assume contractually that every item has an ID.
-        return 'EditMultiple'
-      } else {
-        return 'None'
-      }
-    })
-
-    const view = computed(() => {
-      if (props.entityType) {
-        for (const viewName of (props.viewNames || [`default-${props.editing ? 'edit' : 'view'}`, 'default'])) {
-          const view = _.get(props.entityType, ['views', 'detail', viewName])
-          if (view) {
-            return view
-          }
-        }
-      }
-      return null
-    })
-
-    function generateFieldNames(field) {
-      field.name = uuidv4()
-      for (const subfield of field.contents || []) {
-        generateFieldNames(subfield)
-      }
-    }
-
-    // fields used to be a calculated property, but we need it to be accessible in setup().
-    const fields = computed(() => {
-      return (view.value ? view.value.fields.map(field => {
-        generateFieldNames(field)
-        //field.name = uuidv4()
-        return field
-      }) : null) || []
-    })
-
-    const leafFields = computed(() => {
-      return flattenLeafFields(fields.value)
-    })
-
-    const visibleLeafFields = computed(() => {
-      let visibleLeafFields = leafFields.value
-      if (props.editingMode == 'EditMultiple') {
-        visibleLeafFields = visibleLeafFields.filter(field => !field.unique && !field.list)
-      }
-      return visibleLeafFields
-    })
-
-    const findProperty = (path) => {
-      const property = findPropertyInSchema(props.entityType.schema, path)
-      if (property == null) {
-        console.log(`WARNING: In PropertySheet, unknown property (path="${path}")`)
-      }
-      return property
-    }
-
-    // Create a reactive validation schema.
-    const validationSchema = computed(() => {
-      const validations = {}
-      for (let field of visibleLeafFields.value) {
-        if (!field.path) {
-          continue
-        }
-        const schemaProperty = findProperty(field.path) || {}
-        let fieldSchema = null
-        switch (schemaProperty.type) {
-          case 'integer':
-            fieldSchema = yup.number().nullable().integer('Must be an integer')
-            break
-          case 'number':
-            fieldSchema = yup.number('Must be numeric').nullable()
-            break
-          case 'string':
-            switch (schemaProperty.format) {
-              case 'date':
-                fieldSchema = yup.date('Invalid date').nullable()
-                break
-              default:
-                fieldSchema = yup.string('Must be text').nullable()
-                break
-            }
-            break
-          default:
-            fieldSchema = yup.mixed().nullable()
-            break
-        }
-        if (schemaPropertyIsRequired(props.entityType.schema, field.path) && (!props.draftBatchId || batchSaveAttempted.value) && (props.items.length == 1)) {
-          fieldSchema = fieldSchema.required('Required')
-        }
-        // TODO Restore this when autoAdvance=true, but prevent excessive validations
-        if (!props.autoAdvance && schemaProperty.unique && (props.items.length == 1) && !fieldBelongsToRelatedItem(field.path)) {
-          //validations[field.path].unique = helpers.withMessage('Already used', (v) => Items.validateUniqueness(field.path, v, this.items[0]._id, this.entityType, this.draftBatchId))
-        }
-
-        validations[viewModelPathToValidatorPath(field.path)] = fieldSchema
-      }
-
-      return validations
-    })
-
-    // Create a Vee-Validate form context using the validation schema.
-
-    const form = useForm({
-      validationSchema: validationSchema.value
-    })
-
-    return {
-      editingMode,
-      view,
-      fields,
-      leafFields,
-      visibleLeafFields,
-
-      batchSaveAttempted,
-      fieldBelongsToRelatedItem,
-      findProperty,
-      findRelatedItemDefinitions,
-      // flattenLeafFields,
-
-      form,
-      formErrors: form.errors,
-      resetForm: form.resetForm,
-      formMeta: form.meta,
-      setFieldValue: form.setFieldValue,
-      // formValues: form.values,
-
-      ..._.pick(useEntityTypes(), ['entityTypes']),
-      ...useKeyboardShortcuts(),
-
-      primaryKey,
-      getPrimaryKeyValue
-    }
-  },
-
-  props: {
-    draftCommitValidationErrors: {
-      type: Array,
-      required: false,
-      default: () => []
-    },
-    allowsDeletion: {
-      type: Boolean,
-      default: true
-    },
-    autoAdvance: {
-      type: Boolean,
-      default: false
-    },
-    editing: {
-      type: Boolean,
-      default: true
-    },
-    entityType: {
-      type: Object,
-      required: true
-    },
-    /*entityTypes: {
-      type: Array,
-      required: true
-    },*/
-    items: {
-      type: Array,
-      default: null
-    },
-    noun: {
-      type: String,
-      default: 'Item'
-    },
-    showBlanksWhenNotEditing: {
-      type: Boolean,
-      default: false
-    },
-    stateNamespace: {
-      type: String,
-      default: ''
-    },
-    draftBatchId: {
-      type: String,
-      default: null
-    },
-    viewNames: {
-      type: Array,
-      default: null
-    }
-  },
-
-  data: function() {
-    return {
-      viewModel: {},
-      generalErrors: [],
-      inputRefs: {},
-      relatedItemIds: {},
-      serverValidationPending: false,
-      saving: false
-    }
-  },
-
-  computed: {
-
-    viewActions: function() {
-      return this.view.actions || []
-    },
-
-    navigationButtonsVisible: function() {
-      return this.listNavigators != null && this.listNavigators.Items != null && this.items.length == 1 && this.getPrimaryKeyValue(this.items[0]) != null
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // Editing state
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    hasValidationErrors: function() {
-      return _.values(this.formErrors).some((error) => _.isString(error) || (_.isObject(error) && (error.severity == 'error')))
-    },
-
-    hasValidationWarnings: function() {
-      return _.values(this.formErrors).some((error) => _.isObject(error) && (error.severity == 'warn'))
-    },
-
-    hasGlobalValidationErrors: function() {
-      return this.formErrors['*'] != null
-    },
-
-    kitRegistrationNameMismatchError: function() {
-      const globalError = this.formErrors['*']
-      if (globalError && _.isObject(globalError) && globalError.errorName == 'sfs-redcap-kit-registration-name-mismatch') {
-        return globalError
-      }
-      return null
-    },
-
-    dirty: function() {
-      return this.formMeta.dirty
-      //return this.v$.$anyDirty
-    },
-
-    valid: function() {
-      return this.formMeta.valid || (!this.formMeta.pending && !this.hasValidationErrors && this.hasValidationWarnings)
-      //return !this.v$.$invalid
-    },
-
-    validationPending: function() {
-      return this.formMeta.pending || this.serverValidationPending
-    },
-
-    entityTypeCustomizations: function() {
-      return this.entityType ? uiCodeForEntityType(this.entityType.name) : {}
-    },
-    visibleFields: function() {
-      return this.filterVisibleFields(this.fields)
-    },
-    editableLeafFields: function() {
-      return this.visibleLeafFields.filter(field => !field.readonly)
-    },
-    tabbableLeafFields: function() {
-      return this.editableLeafFields.filter(field => field.inputType != 'custom')
-    },
-    multiEditSummary: function() {
-      return this.itemsToMultiEditSummary(this.items)
-    },
-    nextItemId: function() {
-      if ((this.listNavigators != null) && (this.listNavigators.Items != null) && (this.items.length == 1) && (this.getPrimaryKeyValue(this.items[0]) != null)) {
-        const listItemIds = this.listNavigators.Items.relativeRowRecordIds(this.getPrimaryKeyValue(this.items[0]), 1, 1)
-        if (listItemIds.length > 0) {
-          return listItemIds[0]
-        }
-      }
-      return null
-    },
-    previousItemId: function() {
-      if ((this.listNavigators != null) && (this.listNavigators.Items != null) && (this.items.length == 1) && (this.getPrimaryKeyValue(this.items[0]) != null)) {
-        const listItemIds = this.listNavigators.Items.relativeRowRecordIds(this.getPrimaryKeyValue(this.items[0]), -1, 1)
-        if (listItemIds.length > 0) {
-          return listItemIds[0]
-        }
-      }
-      return null
-    },
-    bottomControlsVisible: function() {
-      return this.visibleLeafFields.length > 10
-    },
-    ...mapState({
-      allItems(state) {
-        return _.get(state, this.stateNamespace).items
-      },
-      listNavigators(state) {
-        return _.get(state, this.stateNamespace).listNavigators
-      }
-      /*batchSaveAttempted(state) {
-        return _.get(state, this.stateNamespace).batchSaveAttempted
-      }*/
-    })
-  },
-
-  watch: {
-    formErrors: {
-      immediate: true,
-      handler: function() {
-        // This could lead to infinite recursion, but the method we call here checks to see that the new errors differ
-        // from the old before applying them. This is still not an ideal approach, but without it, the property sheet
-        // won't show draft commit errors when it is first opened.
-        this.applyDraftCommitValidationErrors()
-      }
-    },
-    draftCommitValidationErrors: {
-      immediate: true,
-      handler: function() {
-        this.applyDraftCommitValidationErrors()
-      }
-    },
-    items: {
-      immediate: true,
-      handler: function(newValue, oldValue) {
-        if (!_.isEqual(newValue, oldValue)) {
-          this.extractRelatedItemIdsFromItems(newValue)
-          this.viewModel = this.itemsToViewModel(newValue)
-          this.resetForm({
-            values: this.viewModelToValidatorValues(this.viewModel)
-          })
-          this.applyDraftCommitValidationErrors()
-        }
-      },
-      deep: true
-    },
-    dirty: {
-      immediate: true,
-      handler: function() {
-        this.updateEditorRegistration()
-      }
-    },
-    visibleLeafFields: {
-      handler: function(newValue, oldValue) {
-        if (!_.isEqual(newValue, oldValue)) {
-          const self = this
-          // TODO It's coming from here
-          self.viewModel = self.itemsToViewModel(self.items) //, self.viewModel) to preserve changes hidden by the new view
-          self.$nextTick(() => {
-            self.resetForm({
-              values: self.viewModelToValidatorValues(self.viewModel)
-            })
-            this.applyDraftCommitValidationErrors()
-          })
-        }
-      }
-    }
-  },
-
-  created: function() {
-    let self = this
-    self.onDidPressKey = function() {
-      let command = isMac() ? event.metaKey : event.ctrlKey
-      switch (event.key) {
-      case 'Esc': // Edge-specific
-      case 'Escape':
-        if (!$(event.target).is('.p-dropdown.p-inputwrapper-focus input') && !$(event.target).is('.p-calendar input')) {
-          event.preventDefault()
-          event.stopPropagation()
-          self.hideDetail()
-        }
-        break
-      case 'Up':
-      case 'ArrowUp':
-        if (!$(event.target).is('.p-dropdown input')) {
-          event.preventDefault()
-          event.stopPropagation()
-          self.navigate(-1)
-        }
-        break
-      case 'Down':
-      case 'ArrowDown':
-        if (!$(event.target).is('.p-dropdown input')) {
-          event.preventDefault()
-          event.stopPropagation()
-          self.navigate(1)
-        }
-        break
-      case 's':
-        if (command) {
-          event.preventDefault()
-          event.stopPropagation()
-          if (self.valid && self.hasValidationWarnings) {
-            self.onDidClickSaveAnywayButton()
-          } else {
-            self.onDidClickSaveButton()
-          }
-        }
-        break
-      default:
-        break
-      }
-    }
-    $(document).on('keydown', self.onDidPressKey)
-  },
-
-  beforeUpdate() {
-    this.inputRefs = {}
-  },
-
-  updated() {
-  },
-
-  beforeUnmount: function() {
-    this.deregisterEditor(this)
-    $(document).off('keydown', this.onDidPressKey)
-  },
-
-  mounted: function() {
-    this.setDefaultFocus()
-  },
-
-  methods: {
-    onDidClickActionButton: async function(actionIndex) {
-      const action = this.viewActions[actionIndex]
-      if (action && action.restAction && this.items.length == 1 && this.getPrimaryKeyValue(this.items[0])) {
-        await callCustomItemRestMethod(this.entityType, this.getPrimaryKeyValue(this.items[0]), action.restAction.name, {method: action.restAction.method || 'get'})
-        this.$emit('propertySheet:didSaveItem') // Not exactly accurate. We *may* have done something to change the item and want to trigger a refresh.
-      }
-    },
-
-    applyDraftCommitValidationErrors: function() {
-      if (this.batchSaveAttempted) {
-        const errorsByFieldPath = _.mapValues(
-          _.groupBy(this.draftCommitValidationErrors, 'path'),
-          (errors) => _.first(_.sortBy(errors, 'severity')) // Relies on the fact that 'error' < 'warn'
-        )
-        const newErrors = _.mapKeys(errorsByFieldPath, (value, key) => viewModelPathToValidatorPath(key))
-        if (!_.isEqual(newErrors, this.formErrors)) {
-          this.form.setErrors(newErrors)
-        }
-      }
-    },
-
-    get: function(...args) {
-      return _.get(...args)
-    },
-
-    resetToOriginalItems: function() {
-      this.viewModel = this.itemsToViewModel(this.items)
-      this.generalErrors = []
-      this.resetForm({
-        values: this.viewModelToValidatorValues(this.viewModel)
-      })
-    },
-
-    // Vee-Validate supports dotted paths but gives them special handling that causes problems for us. So we replace
-    // dots with colons.
-    viewModelToValidatorValues: function(viewModel) {
-      return _.mapKeys(viewModel, (value, key) => viewModelPathToValidatorPath(key))
-    },
-
-    updateEditorRegistration: function(dirty = null) {
-      if (dirty == null) {
-        dirty = this.dirty
-      }
-      if (dirty) {
-        this.registerEditor(this)
-      } else {
-        this.deregisterEditor(this)
-      }
-    },
-
-    setInputRef(element, field) {
-      if (element) {
-        this.inputRefs[field.name] = element
-      }
-    },
-
-    onDidBlurFieldWithTab: async function({event, field}) {
-      if (this.autoAdvance && (this.visibleFields.length > 0)) {
-        let navigationOffset = 0
-        if (event.shiftKey && (field.name == _.first(this.tabbableLeafFields).name)) {
-          navigationOffset = -1
-        } else if (!event.shiftKey && (field.name == _.last(this.tabbableLeafFields).name)) {
-          navigationOffset = 1
-        }
-        if (navigationOffset != 0) {
-          let navigate = true
-          event.preventDefault()
-          event.stopPropagation()
-          //await this.v$.$validate()
-          if (this.valid) {
-            if (this.dirty) {
-              // OLD: TODO This is okay for now because it only occurs when editing a draft batch.
-              // (Otherwise autoAdvance = false.) But we should perform validation here otherwise.
-              navigate = await this.saveWithValidation()
-            }
-            if (navigate) {
-              this.updateEditorRegistration(false)
-              this.setDefaultFocus()
-              this.navigate(navigationOffset)
-            }
-          }
-        }
-      }
-    },
-
-    relativePathToField(field, ancestorField) {
-      if (ancestorField == field) {
-        return [field]
-      }
-      for (const subfield of ancestorField.contents || []) {
-        const subpath = this.relativePathToField(field, subfield)
-        if (subpath) {
-          return [ancestorField, ...subpath]
-        }
-      }
-      return null
-    },
-
-    pathToField(field) {
-      for (const ancestorField of this.fields) {
-        const path = this.relativePathToField(field, ancestorField)
-        if (path) {
-          return path
-        }
-      }
-      return null
-    },
-
-    setDefaultFocus: function() {
-      let field = _.minBy(this.tabbableLeafFields.filter((f) => f.focusPriority != null), 'focusPriority')
-          || _.first(this.tabbableLeafFields)
-      if (field) {
-        if (this.inputRefs[field.name]) {
-          this.inputRefs[field.name].focus()
-        } else {
-          const path = this.pathToField(field)
-          if (path && path.length > 0 && this.inputRefs[path[0].name]) {
-            this.inputRefs[path[0].name].focus(path.slice(1))
-          }
-        }
-      }
-    },
-
-    navigate: function(offset) {
-      if ((this.listNavigators != null) && (this.listNavigators.Items != null) && (this.items.length == 1) && (this.getPrimaryKeyValue(this.items[0]) != null)) {
-        const listItemIds = this.listNavigators.Items.relativeRowRecordIds(this.getPrimaryKeyValue(this.items[0]), offset, 1)
-        if (listItemIds.length > 0) {
-          this.selectItems({itemIds: listItemIds})
-        }
-      }
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // View model
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    filterVisibleFields: function(fields) {
-      const self = this
-      return fields.map(field => {
-        if (field.group || field.relatedItem) {
-          const filteredSubfields = self.filterVisibleFields(field.contents)
-          if (filteredSubfields.length > 0) {
-            let filteredField = _.clone(field);
-            filteredField.contents = filteredSubfields
-            return filteredField
-          } else {
-            return null
-          }
-        } else if (field.path) {
-          const schemaProperty = self.findProperty(field.path) || {}
-          const cannotShowField = ((self.editingMode == 'EditMultiple') && ((schemaProperty.unique && !self.fieldBelongsToRelatedItem(field.path)) || field.list))
-
-          // Same as itemsToMultiEditSummary()
-          const values = _.uniq(self.items.map(x => _.get(x, field.path, null)))
-          const numValues = (values.length == 1) ? ((values[0] == null) ? 0 : 1) : values.length
-
-          return (cannotShowField || (!self.editing && !self.showBlanksWhenNotEditing && (numValues == 0))) ? null : field
-        } else {
-          return field
-        }
-      })
-          .filter(Boolean)
-    },
-
-    itemsToMultiEditSummary: function(items) {
-      let self = this
-      var summary = {}
-      for (let field of self.visibleLeafFields) {
-        // When counting values, treat undefined and null as identical.
-        const values = _.uniq(items.map(x => _.get(x, field.path, null)))
-        const numValues = (values.length == 1) ? ((values[0] == null) ? 0 : 1) : values.length
-        summary[field.path] = {numValues}
-      }
-      return summary
-    },
-
-    itemsToViewModel: function(items, viewModelToPersist) {
-      const self = this
-      const viewModel = viewModelToPersist ? _.clone(viewModelToPersist) : {}
-      for (const field of self.visibleLeafFields) {
-        let numValues = self.multiEditSummary[field.path].numValues
-        let value = null
-        if (numValues == 1) {
-          value = _.get(items[0], field.path, null)
-          if (field.type == 'date') {
-            value = (value == null) ? null : moment(value).format('YYYY-MM-DD')
-          }
-        }
-        viewModel[field.path] = value
-      }
-      return viewModel
-    },
-
-    applyNewRelatedItemIds(relatedItemIds, savedItem, itemBeforeSaving, targetItems) {
-      const newRelatedItemPaths = _.sortBy(Object.keys(relatedItemIds))
-          .filter(path => relatedItemIds[path] === null)
-          .filter(path =>
-            !_.isEmpty(_.get(itemBeforeSaving, path))
-                && (_.get(itemBeforeSaving, path + `.${this.primaryKey}`) == null)
-                && (_.get(savedItem, path + `.${this.primaryKey}`) != null)
-          )
-      for (let relatedItemPath of newRelatedItemPaths) {
-        const newId = _.get(savedItem, relatedItemPath + `.${this.primaryKey}`)
-        for (let item of targetItems) {
-          _.set(item, relatedItemPath + `.${this.primaryKey}`, newId)
-        }
-      }
-    },
-
-    relatedItemsToCreateOnSave: function(itemToSave) {
-      let self = this
-      const newRelatedItemPaths = _.sortBy(Object.keys(self.relatedItemIds))
-        .filter(path => self.relatedItemIds[path] === null)
-        .filter(Boolean)
-        .filter(path => !_.isEmpty(_.get(itemToSave, path))
-      )
-      return newRelatedItemPaths.map(path => {
-        const property = self.findProperty(path)
-        const entityTypeName = property?.entityType
-        const entityType = self.entityTypes.find(x => x.name == entityTypeName)
-        return entityTypeName ? {
-          path,
-          property,
-          entityTypeName,
-          entityType: entityType,
-          value: _.get(itemToSave, path, null)
-        } : null
-      })
-        .filter(Boolean)
-    },
-
-    itemFromViewModel: function(originalItem, viewModel) {
-      var item = _.cloneDeep(originalItem)
-      for (let key in viewModel) {
-        _.set(item, key, viewModel[key] == null ? null : viewModel[key])
-      }
-
-      this.applyRelatedItemIdChanges(item)
-
-      if (this.items.length == 1) {
-        item[this.primaryKey] = this.getPrimaryKeyValue(this.items[0])
-      }
-      return item
-    },
-
-    applyRelatedItemIdChanges: function(item) {
-      // Traverse the related item paths depth-first, so that IDs higher in the hierarchy will take precedence.
-      for (let relatedItemPath of _.reverse(_.sortBy(Object.keys(this.relatedItemIds)))) {
-        if (this.relatedItemIds[relatedItemPath]) {
-          // Remove all properties of the related item except _id.
-          // TODO In the future, do we want to support in-place editing of related items?
-          _.set(item, relatedItemPath, {
-            [this.primaryKey]: this.relatedItemIds[relatedItemPath] || undefined
-          })
-        } else {
-          _.set(item, `${relatedItemPath}.${this.primaryKey}`, undefined)
-        }
-      }
-    },
-
-    editedItemsFromViewModel: function(originalItems, viewModel) {
-      let editedItems = originalItems.map(item => _.cloneDeep(item))
-      for (let item of editedItems) {
-        for (let key in viewModel) {
-          if (viewModel[key]) { // TODO How to distinguish null from "no change"
-            _.set(item, key, viewModel[key])
-          }
-        }
-        this.applyRelatedItemIdChanges(item)
-      }
-      return editedItems
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // Persistence
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    delete: async function() {
-      let self = this
-      let itemIds = self.items.map((i) => this.getPrimaryKeyValue(i)).filter(Boolean)
-      for (const itemId of itemIds) {
-        await self.beginDeletingItem({itemId})
-        // TODO why does this get interrupted?
-        self.$emit('propertySheet:didDeleteItem')
-      }
-    },
-
-    saveWithWarnings: async function() {
-      let self = this
-      let relatedItemsToCreateOnSave = []
-      switch (self.editingMode) {
-        case 'New':
-        case 'EditSingle':
-          {
-            const editedItem = self.itemFromViewModel(self.items[0], self.viewModel)
-            relatedItemsToCreateOnSave = self.relatedItemsToCreateOnSave(editedItem)
-          }
-          break
-        case 'EditMultiple':
-          {
-            const editedItems = self.editedItemsFromViewModel(self.items, self.viewModel)
-            relatedItemsToCreateOnSave = self.relatedItemsToCreateOnSave(editedItems[0])
-          }
-          break
-        default:
-          break
-      }
-      if (relatedItemsToCreateOnSave.length > 0) {
-        this.saving = true
-        self.$confirm.require({
-          message: 'By saving, the following related records will be created: '
-              + relatedItemsToCreateOnSave.map(relatedItemToCreate => `${relatedItemToCreate.entityType.commonTitle}`).join(', '),
-          header: 'Creating related records',
-          icon: 'pi pi-exclamation-triangle',
-          accept: async () => {
-            await self.save()
-            this.saving = false
-          },
-          reject: () => {
-            this.saving = false
-          }
-        })
-      } else {
-        await this.save()
-      }
-    },
-
-    save: async function() {
-      let self = this
-      let saved = true
-      switch (self.editingMode) {
-        case 'New':
-        case 'EditSingle':
-          {
-            const editedItem = self.itemFromViewModel(self.items[0], self.viewModel)
-            self.recordAutoCompleteEntries(editedItem)
-            this.saving = true
-            await self.saveItem({item: editedItem})
-            self.viewModel = self.itemsToViewModel([editedItem])
-            self.generalErrors = []
-            //self.resetForm()
-            this.resetForm({
-              values: this.viewModelToValidatorValues(this.viewModel)
-            })
-            this.saving = false
-            self.$emit('propertySheet:didSaveItem')
-          }
-          break
-        case 'EditMultiple':
-          {
-            const editedItems = self.editedItemsFromViewModel(self.items, self.viewModel)
-            //let relatedItemIds = self.relatedItemIds
-            for (const editedItem of editedItems) {
-              self.recordAutoCompleteEntries(editedItem)
-            }
-            this.saving = true
-            await self.saveItems({items: editedItems})
-            self.viewModel = self.itemsToViewModel(editedItems)
-            self.generalErrors = []
-            //self.resetForm()
-            this.resetForm({
-              values: this.viewModelToValidatorValues(this.viewModel)
-            })
-            this.saving = false
-            self.$emit('propertySheet:didSaveItem')
-          }
-          break
-        default:
-          saved = false
-          break
-      }
-      if (saved && !self.draftBatchId) {
-        self.setEditingDetailItems(false)
-      }
-    },
-
-    recordAutoCompleteEntries: function() {
-    },
-
-    /*
-    recordAutoCompleteEntries: function(item) {
-      let self = this
-      for (let field of self.leafFields) {
-        if (field.autocomplete) {
-          Items.recordAutoCompleteEntry(field.path, _.get(item, field.path))
-        }
-      }
-    },
-    */
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // String formatting functions for use in templates
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    pluralize: function(...args) {
-      return pluralize(...args)
-    },
-
-    titleCase: function(s) {
-      return _.startCase(_.lowerCase(s))
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // Event handlers
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    onDidClickMarkUntestableButton: function(persistentRedcapEventId) {
-      const self = this
-      self.$confirm.require({
-        message: 'Do you really want to mark this specimen as untestable because of a name mismatch?',
-        header: 'Untestable Specimen',
-        icon: 'pi pi-exclamation-triangle',
-        accept: async () => {
-          const entityType = this.entityTypes.find(et => et.name == 'sfs-persistent-redcap-identifier-mapping')
-          await callCustomItemRestMethod(entityType, persistentRedcapEventId, 'mark-name-mismatch-untestable', {method: 'post'})
-          self.resetToOriginalItems()
-        }
-      })
-    },
-
-    onDidClickOverrideNameMismatchButton: function(persistentRedcapEventId) {
-      const self = this
-      self.$confirm.require({
-        message: 'Do you really want to override the name mismatch and allow this specimen to be tested?',
-        header: 'Override Name Mismatch',
-        icon: 'pi pi-exclamation-triangle',
-        accept: async () => {
-          const entityType = this.entityTypes.find(et => et.name == 'sfs-persistent-redcap-identifier-mapping')
-          await callCustomItemRestMethod(entityType, persistentRedcapEventId, 'override-name-mismatch', {method: 'post'})
-          await self.performServerValidation()
-        }
-      })
-    },
-
-    onDidClickCloseButton: function() {
-      this.hideDetail()
-    },
-
-    onDidClickDeleteButton: function() {
-      let self = this
-      if ((self.items.length > 0) && !self.items.some(x => this.getPrimaryKeyValue(x) == null)) {
-      //if ((self.items.length == 1) && (self.items[0]._id != null)) {
-        const messageNounPhrase = (self.items.length == 1) ? ('this ' + self.noun) : ('these ' + pluralize(self.noun, self.items.length, true))
-        const headerText = [
-          'Delete',
-          (self.items.length == 1) ? self.noun : pluralize(self.noun, self.items.length, true),
-          (self.items.length == 1) ? _.get(self.items[0], 'ids.collectionId', null) : null
-        ].filter(Boolean).join(' ')
-        self.$confirm.require({
-          // TODO Change word sample
-          message: 'Are you sure you want to delete ' + messageNounPhrase + '?'
-            + ((self.items.length == 1) ? ' It can be deleted because it has not been synced to ID3C.' : ''),
-          header: headerText,
-          icon: 'pi pi-exclamation-triangle',
-          accept: () => {
-            self.delete()
-          }
-        })
-      } // TODO allow multiple deletion?
-    },
-
-    onDidClickEditButton: function() {
-      this.setEditingDetailItems(true)
-    },
-
-    onDidClickNavigateButton: function(offset) {
-      this.navigate(offset)
-    },
-
-    onDidClickSaveButton: async function() {
-      await this.saveWithValidation({ignoreValidationWarnings: !!this.draftBatchId && (this.items.count > 0)})
-    },
-
-    onDidClickSaveAnywayButton: async function() {
-      await this.saveWithValidation({ignoreValidationWarnings: true})
-    },
-
-    performServerValidation: async function() {
-      this.form.setErrors({})
-      this.serverValidationPending = false
-    },
-
-    /*
-    performServerValidation: async function() {
-      switch (this.editingMode) {
-        case 'New':
-        case 'EditSingle':
-          {
-            const editedItem = this.itemFromViewModel(this.items[0], this.viewModel)
-            this.serverValidationPending = true
-            const errors = await Items.validateOnServer(editedItem, this.entityType, this.draftBatchId)
-            this.generalErrors = errors.filter((error) => !error.path)
-            const errorsByFieldPath = _.mapValues(
-              _.groupBy(errors, 'path'),
-              (errors) => _.first(_.sortBy(errors, 'severity')) // Relies on the fact that 'error' < 'warn'
-            )
-            this.form.setErrors(_.mapKeys(errorsByFieldPath, (value, key) => viewModelPathToValidatorPath(key)))
-            this.serverValidationPending = false
-          }
-          break
-        case 'EditMultiple':
-          {
-            const editedItems = this.editedItemsFromViewModel(this.items, this.viewModel)
-            let allErrorsByFieldPath = {}
-            this.serverValidationPending = true
-            for (const item of editedItems) {
-              const errors = await Items.validateOnServer(item, this.entityType, this.draftBatchId)
-              const errorsByFieldPath = _.groupBy(errors, 'path')
-              _.merge(allErrorsByFieldPath, errorsByFieldPath)
-            }
-            allErrorsByFieldPath = _.mapValues(
-              allErrorsByFieldPath,
-              (errors) => _.first(_.sortBy(errors, 'severity')) // Relies on the fact that 'error' < 'warn'
-            )
-            this.form.setErrors(_.mapKeys(allErrorsByFieldPath, (value, key) => viewModelPathToValidatorPath(key)))
-            this.serverValidationPending = false
-          }
-          break
-        default:
-          break
-      }
-    },
-    */
-
-    saveWithValidation: async function({ignoreValidationWarnings = false} = {}) {
-      if (this.saving) {
-        return false
-      }
-      this.setBatchSaveAttempted(false)
-      if (this.editing && this.dirty) {
-        this.saving = true
-        await this.performServerValidation()
-        if (this.valid && (ignoreValidationWarnings || !this.hasValidationWarnings)) {
-          await this.saveWithWarnings()
-          // TODO What about when saveWithWarnings needs to prompt the user? saveWithWarnings needs to be made async so that we can get its return value.
-          // TODO Make sure that saving succeeded before returning true.
-          return true
-        }
-        this.saving = false
-      }
-      return false
-    },
-
-    extractRelatedItemIdsFromItems: function(items) {
-      let self = this
-      self.relatedItemIds = {}
-      const leafPaths = _.uniqBy(_.flatten(items.map(item => self.flattenLeafPaths(item))))
-      const idLeafPaths = leafPaths.filter(path => path.endsWith(`.${this.primaryKey}`))
-      const relatedItemPaths = idLeafPaths.map(path => path.slice(0, -`.${this.primaryKey}`.length))
-          .filter(path => (self.findProperty(path) || {}).entityType != null)
-      for (let relatedItemPath of relatedItemPaths) {
-        let id = null
-        for (let item of items) {
-          const idFromItem = _.get(item, relatedItemPath + `.${this.primaryKey}`, null)
-          if (idFromItem) {
-            if (id === null) {
-              id = idFromItem
-            } else if ((id !== undefined) && (id != idFromItem)) {
-              // Do not set or clear this on save (unless the user has edited the related item).
-              id = undefined
-            }
-          }
-        }
-        self.relatedItemIds[relatedItemPath] = id
-      }
-    },
-
-    flattenLeafPaths: function(item) {
-      return _.flatten(
-        Object.keys(item).map(key => {
-          const value = item[key]
-          if (_.isObject(value)) {
-            return this.flattenLeafPaths(value).map(path => `${key}.${path}`)
-          } else {
-            return [key]
-          }
-        })
-      )
-    },
-
-    onDidUpdatePropertyValue: async function(event) {
-      const {dataPath, newValue} = event
-      let oldValue = this.viewModel[dataPath]
-      this.viewModel[dataPath] = newValue
-
-      const oldViewModel = _.cloneDeep(this.viewModel)
-
-      const relatedItemDefinitions = this.findRelatedItemDefinitions(dataPath)
-      const parentRelatedItemDefinition = _.last(relatedItemDefinitions)
-      if (parentRelatedItemDefinition) {
-        const property = this.findProperty(dataPath)
-        // TODO We check _.isEmpty to prevent setting the ID in that case, but what should we really do?
-        if (property.unique && dataPath.startsWith(`${parentRelatedItemDefinition.path}.`) && !_.isEmpty(newValue)) {
-          let pathInRelatedItem = dataPath.slice(`${parentRelatedItemDefinition.path}.`.length)
-          // TODO!!! Include draft batch in what we fetch
-          const relatedItem = await this.fetchRelatedItemByUniquePropertyValue(parentRelatedItemDefinition, pathInRelatedItem, newValue)
-          if (!relatedItem) {
-            this.relatedItemIds[parentRelatedItemDefinition.path] = null
-            // TODO Warn about creating a new item
-            // TODO In the future, we may want to show non-unique related item properties once the item is chosen (or when a new item is to be created)
-          } else {
-            this.relatedItemIds[parentRelatedItemDefinition.path] = this.getPrimaryKeyValue(relatedItem)
-            this.populateRelatedItemFields(parentRelatedItemDefinition, relatedItem)
-            // TODO In the future, we may want to show non-unique related item properties once the item is chosen (or when a new item is to be created)
-          }
-        } else {
-          // TODO Moderate update of non-unique related item properties?
-        }
-      }
-
-      let didEditPropertyHandler = _.get(this.entityTypeCustomizations, ['editorCallbacks', 'didEditProperty', dataPath])
-      if (didEditPropertyHandler != null) {
-        await didEditPropertyHandler(this.entityType, this.viewModel, oldValue, this.items)
-      }
-
-      for (const path of _.keys(this.viewModel)) {
-        if (!_.isEqual(this.viewModel[path], oldViewModel[path])) {
-          this.setFieldValue(path, this.viewModel[path])
-        }
-      }
-    },
-
-    fetchRelatedItemByUniquePropertyValue: async function(relatedItemDefinition, path, value) {
-      const relatedItemEntityType = this.entityTypes.find(et => et.name == relatedItemDefinition.schema.entityType)
-      if (relatedItemEntityType) {
-        return await fetchItemByUniqueProperty(relatedItemEntityType, path, value)
-            || (this.draftBatchId && await fetchItemByUniqueProperty(relatedItemEntityType, path, value, {draftBatchId: this.draftBatchId}))
-      }
-      return null
-    },
-
-    populateRelatedItemFields: function(relatedItemDefinition, relatedItem) {
-      const relatedItemPathPrefix = relatedItemDefinition.path + '.'
-      for (let field of this.visibleLeafFields) {
-        if (field.path.startsWith(relatedItemPathPrefix)) {
-          const relativePath = field.path.slice(relatedItemPathPrefix.length)
-          const value = _.get(relatedItem, relativePath, null)
-          this.v$.viewModel[field.path].$model = value
-        }
-      }
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // Vuex actions
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    ...mapActions({
-      beginDeletingItem(dispatch, payload) {
-        return dispatch(this.stateNamespace + '/beginDeletingItem', payload)
-      },
-      saveItem(dispatch, payload) {
-        return dispatch(this.stateNamespace + '/saveItem', payload)
-      },
-      saveItems(dispatch, payload) {
-        return dispatch(this.stateNamespace + '/saveItems', payload)
-      },
-      hideDetail(dispatch, payload) {
-        this.$emit('propertySheet:willClose')
-        return dispatch(this.stateNamespace + '/hideDetail', payload)
-      },
-      deregisterEditor(dispatch, payload) {
-        return dispatch(this.stateNamespace + '/deregisterEditor', payload)
-      },
-      registerEditor(dispatch, payload) {
-        return dispatch(this.stateNamespace + '/registerEditor', payload)
-      },
-      selectItems(dispatch, payload) {
-        return dispatch(this.stateNamespace + '/selectItems', payload)
-      },
-      setEditingDetailItems(dispatch, payload) {
-        return dispatch(this.stateNamespace + '/setEditingDetailItems', payload)
-      },
-      setBatchSaveAttempted(dispatch, payload) {
-        return dispatch(this.stateNamespace + '/setBatchSaveAttempted', payload)
-      }
-    })
-
-  }
-}
-
-</script>
-
-<style scoped>
-
-.clearfix:after {
-  display: table;
-  content: "";
-  clear: both;
-}
-
-.sfs-property-sheet-header,
-.sfs-property-sheet-footer {
-  display: flex;
-  flex-direction: row;
-  flex-wrap: wrap;
-  padding: 10px 16px;
-}
-
-.sfs-property-sheet-header .sfs-title,
-.sfs-property-sheet-footer .sfs-title {
-  flex: 0 0 auto;
-  margin: 0;
-  font-size: 1.2rem;
-  vertical-align: middle;
-  line-height: 2.142rem;
-}
-
-.sfs-property-sheet-header .sfs-spacer,
-.sfs-property-sheet-footer .sfs-spacer {
-  flex: 1 1 auto;
-}
-
-.sfs-property-sheet-header .sfs-property-sheet-controls,
-.sfs-property-sheet-footer .sfs-property-sheet-controls {
-  flex: 0 0 auto;
-  margin-left: auto;
-}
-
-.sfs-property-sheet-controls Button,
-.sfs-property-sheet-validation-warning-controls Button {
-  margin: 0 0.5em;
-  vertical-align: middle;
-}
-
-.sfs-property-sheet-controls Button:last-child,
-.sfs-property-sheet-validation-warning-controls Button:last-child {
-  margin: 0 0 0 0.5em;
-}
-
-.sfs-property-sheet-validation-warning-controls {
-  width: 100%;
-  padding: 0 16px;
-  margin: 10px 0;
-  text-align: right;
-}
-
-.sfs-property-sheet-validation-warning-controls > div.sfs-message {
-  display: inline-block
-}
-
-.sfs-property-sheet-form:deep(.sfs-form-group) {
-
-}
-
-.sfs-property-sheet-form:deep(.sfs-form-item) {
-  float: left;
-  margin: 10px 0 10px 16px;
-}
-
-.sfs-property-sheet-form:deep(.sfs-form-item .p-calendar),
-.sfs-property-sheet-form:deep(.sfs-form-item .p-dropdown),
-.sfs-property-sheet-form:deep(.sfs-form-item .p-inputtext) {
-  width: 268px;
-  /*width: 100%;*/
-}
-
-.sfs-property-sheet-form:deep(.sfs-form-item .p-error) {
-  display: inline-block;
-  max-width: 268px;
-}
-
-.lims-global-errors {
-  padding: 5px;
-  border: 1px solid #c00;
-  color: #c00;
-}
-
-.lims-global-errors .p-warning {
-
-  color: #c60;
-}
-
-.sfs-property-sheet-form:deep(.sfs-form-item .p-warning) {
-  display: inline-block;
-  max-width: 268px;
-  color: #c60
-}
-
-.sfs-property-sheet-form:deep(.sfs-slow-down-warning) {
-  display: block;
-  background-color: yellow;
-  color: red;
-  text-align: center;
-  max-width: 268px;
-}
-
-.sfs-property-sheet-form:deep(.sfs-form-item textarea.p-inputtext) {
-  width: 552px;
-}
-
-.sfs-property-sheet-form:deep(.sfs-form-item .p-calendar .p-inputtext.sfs-dirty),
-.sfs-property-sheet-form:deep(.sfs-form-item .p-dropdown.sfs-dirty),
-.sfs-property-sheet-form:deep(.sfs-form-item input.p-inputtext.sfs-dirty) {
-  border-bottom-color: #fbc02d;
-}
-
-.sfs-property-sheet-form:deep(.sfs-form-item .p-calendar .p-inputtext.p-invalid) {
-  background-image: none;
-  border-bottom-color: #b00020;
-}
-
-.sfs-property-sheet-form:deep(.sfs-form-item .p-dropdown-label) {
-}
-
-.sfs-property-sheet-global-validation-errors {
-  margin: 0 16px;
-  text-align: left;
-}
-
-.sfs-property-sheet-kit-registration-name-mismatch-error {
-
-}
-
-.sfs-error-message {
-  color: #f00;
-}
-
-</style>
diff --git a/src/components/common/PropertySheetGroupOrProperty.vue b/src/components/common/PropertySheetGroupOrProperty.vue
deleted file mode 100644
index 4d69b585..00000000
--- a/src/components/common/PropertySheetGroupOrProperty.vue
+++ /dev/null
@@ -1,823 +0,0 @@
-<template>
-
-<div v-if="field.group" class="clearfix sfs-form-group">
-  <div v-if="title != null" class="sfs-form-group-title">{{ title }}</div>
-  <PropertySheetGroupOrProperty v-for="childField in field.contents || []" :key="childField.path" :saving="saving" :allItems="allItems" :editing="editing" :entitySchema="entitySchema" :field="childField" :items="items" :multiEditSummary="multiEditSummary" :nestedItemPath="nestedItemPath" :viewModel="viewModel" :ref="(el) => setInputRef(el, childField)" @did-blur-with-tab="onDidBlurFieldWithTab($event)" @update:propertyValue="forwardUpdateEvent" />
-</div>
-<div v-if="field.list && ((items.length == 1) && (editing && !field.readonly) || (formattedValue && (formattedValue.length > 0)))" class="clearfix sfs-form-list">
-  <div><span v-if="title != null" class="sfs-form-list-title">{{ title }}</span><span v-if="editing && !field.readonly"> <Button :disabled="addingListItem" class="p-button-default p-button-rounded" icon="pi pi-plus" @click="addingListItem = true" /></span></div>
-  <ul class="sfs-form-list-contents">
-    <li v-for="(listItem, listItemIndex) in formattedValue" :key="listItemIndex">
-      <PropertySheetListItem :ref="el => setListItemRef(el, listItemIndex)" :saving="saving" :allItems="allItems" :editing="false" :entitySchema="entitySchema" :listPath="path" :listItemIndex="null" :item="listItem" :listField="field" noun="Item" :list="formattedValue" :listParentItem="items[0]" :nestedItemPath="nestedItemPath" :stateNamespace="stateNamespace" />
-    </li>
-    <li v-if="addingListItem">
-      <PropertySheetListItem :ref="el => setListItemRef(el, null)" :saving="saving" :allItems="allItems" :editing="editing" :entitySchema="entitySchema" :listPath="path" :listItemIndex="null" :item="null" :listField="field" noun="Item" :list="formattedValue" :listParentItem="items[0]" :nestedItemPath="nestedItemPath" :stateNamespace="stateNamespace" />
-      <Button class="p-button-warning" label="Cancel" @click="addingListItem = false" />
-      <Button class="p-button-default" label="Save" @click="onDidClickSaveNewListItemButton(null)" />
-    </li>
-  </ul>
-</div>
-<div v-if="field.relatedItem" class="clearfix sfs-form-group">
-  <div v-if="title != null" class="sfs-form-group-title">{{ title }}</div>
-  <PropertySheetGroupOrProperty v-for="childField in field.contents || []" :key="childField.path" :saving="saving" :allItems="allItems" :editing="editing" :entitySchema="entitySchema" :field="childField" :items="items" :multiEditSummary="multiEditSummary" :nestedItemPath="path" :viewModel="viewModel" :ref="(el) => setInputRef(el, childField)" @did-blur-with-tab="onDidBlurFieldWithTab($event)" @update:propertyValue="forwardUpdateEvent" />
-</div>
-<div v-if="!field.group && !field.relatedItem && !field.list && !editing" class="sfs-form-item">
-  <span class="p-float-label">
-    <div :id="scopedId('input-' + field.name)" class="sfs-readonly-field-value">{{ formattedValue }}</div>
-    <label for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-</div>
-<div v-if="!field.group && !field.relatedItem && !field.list && editing" class="sfs-form-item">
-  <span v-if="customComponentName != null" class="p-float-label">
-    <component
-        v-if="items != null && customComponent != null"
-        v-bind="field.componentProps || {}"
-        v-model="formattedValue"
-        :classes="fieldValidationInputClass"
-        :is="customComponent"
-        :items="items"
-        :field="field"
-        :placeholder="placeholder"
-        :readonly="field.readonly"
-        :showLabel="true"
-        :title="title"
-        :formatter="valueFormatter"
-        :parser="valueParser"
-        :viewModel="viewModel"
-        @keydown="onKeyDownInInput"
-    />
-  </span>
-  <span v-else-if="inputType == 'text' && field.autocomplete" class="p-float-label">
-    <AutoComplete
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :class="fieldValidationInputClass"
-        :disabled="field.readonly"
-        :placeholder="placeholder"
-        :suggestions="suggestions"
-        ref="input"
-        v-model="formattedValue"
-        @complete="generateSuggestions($event)"
-        @keydown="onKeyDownInInput"
-    />
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <span v-else-if="inputType == 'text'" class="p-float-label">
-    <InputText
-        type="text"
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :class="fieldValidationInputClass"
-        :disabled="field.readonly"
-        :placeholder="placeholder"
-        ref="input"
-        v-model="formattedValue"
-        @keydown="onKeyDownInInput"
-    />
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <span v-else-if="inputType == 'tags'" class="p-float-label">
-    <Chips
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :addOnBlur="true"
-        :allowDuplicate="false"
-        :class="fieldValidationInputClass"
-        :disabled="field.readonly"
-        :placeholder="placeholder"
-        ref="input"
-        v-model="formattedValue"
-        @keydown="onKeyDownInInput"
-    />
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <span v-else-if="inputType == 'taxonomy-classification-picker'" class="p-float-label">
-    <Chips
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :addOnBlur="true"
-        :allowDuplicate="false"
-        :class="fieldValidationInputClass"
-        :disabled="field.readonly"
-        :placeholder="placeholder"
-        ref="input"
-        v-model="formattedValue"
-        @keydown="onKeyDownInInput"
-    />
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <span v-else-if="inputType == 'multilineText'" class="p-float-label">
-    <Textarea
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :class="fieldValidationInputClass"
-        :disabled="field.readonly"
-        :placeholder="placeholder"
-        :autoResize="true"
-        ref="input"
-        rows="5"
-        v-model="formattedValue"
-        @keydown="onKeyDownInInput"
-    />
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <span v-else-if="inputType == 'checkbox'">
-    <Checkbox
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :binary="true"
-        :disabled="field.readonly"
-        ref="input"
-        v-model="formattedValue"
-        @keydown="onKeyDownInInput"
-    />
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <span v-else-if="inputType == 'dateCalendar'" class="p-float-label">
-    <Calendar
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :disabled="field.readonly"
-        :inputClass="fieldValidationInputClass"
-        :manualInput="true"
-        :placeholder="placeholder"
-        :showButtonBar="true"
-        :showIcon="true"
-        dateFormat="yy-mm-dd"
-        ref="input"
-        :modelValue="formattedValue"
-        @blur="onDidBlurDateInput"
-        @date-select="onDidSelectInDateInput"
-        @input="onDidTypeInDateInput"
-        @keydown="onKeyDownInInput"
-    />
-    <Button v-if="!field.readonly && !formattedValue" alt="Today" class="p-button-default p-button-sm p-button-text lims-calendar-now-button" icon="pi pi-calendar-times" title="Today" @click="setToToday"></Button>
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <span v-else-if="inputType == 'dateTimeCalendar'" class="p-float-label">
-    <Calendar
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :disabled="field.readonly"
-        :inputClass="fieldValidationInputClass"
-        :placeholder="placeholder"
-        :showButtonBar="true"
-        :showIcon="true"
-        :showTime="true"
-        dateFormat="yy-mm-dd"
-        hourFormat="12"
-        ref="input"
-        v-model="formattedValue"
-        @keydown="onKeyDownInInput"
-    />
-    <Button v-if="!field.readonly && !formattedValue" alt="Now" class="p-button-default p-button-sm p-button-text lims-calendar-now-button" icon="pi pi-clock" title="Now" @click="setToNow"></Button>
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <span v-else-if="inputType == 'dropdown'" class="p-float-label">
-    <Dropdown
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :class="fieldValidationInputClass"
-        :disabled="field.readonly"
-        :options="enumOptions()"
-        :optionLabel="optionTitleGetter"
-        :optionValue="optionValueGetter"
-        :placeholder="placeholder"
-        ref="input"
-        v-model="formattedValue"
-        @keydown="onKeyDownInInput"
-    />
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <span v-else-if="inputType == 'listbox'" class="p-float-label">
-    <Listbox
-        :id="scopedId('input-' + field.name)"
-        :name="field.name"
-        :class="fieldValidationInputClass"
-        :disabled="field.readonly"
-        :metaKeySelection="false"
-        :multiple="schemaProperty.type == 'array'"
-        :options="enumOptions()"
-        :optionLabel="optionTitleGetter"
-        :optionValue="optionValueGetter"
-        :placeholder="placeholder"
-        ref="input"
-        v-model="formattedValue"
-        @keydown="onKeyDownInInput"
-    />
-    <label :for="scopedId('input-' + field.name)">{{ title }}</label>
-  </span>
-  <small v-if="error != null" :class="errorCssClass">
-    {{ formatError(error) }}
-  </small>
-  <transition name="fade">
-    <small v-if="showSlowDownWarning" class="sfs-slow-down-warning">
-      Please wait, we're still saving a record!
-    </small>
-  </transition>
-</div>
-
-</template>
-
-<script>
-
-import 'datatables.net-dt'
-import $ from 'jquery'
-import _ from 'lodash'
-import moment from 'moment'
-import AutoComplete from 'primevue/autocomplete'
-import Button from 'primevue/button'
-import Calendar from 'primevue/calendar'
-import Checkbox from 'primevue/checkbox'
-import Chips from 'primevue/chips'
-import Dropdown from 'primevue/dropdown'
-import InputText from 'primevue/inputtext'
-import Listbox from 'primevue/listbox'
-import Textarea from 'primevue/textarea'
-import {useField} from 'vee-validate'
-
-import PropertySheetListItem from '@/components/common/PropertySheetListItem'
-import useScopedId from '@/composables/scoped-id'
-// import {componentFromModule} from '@/lib/modules'
-// import modules from '@/modules'
-// import Items from '@/utilities/items'
-
-function viewModelPathToValidatorPath(path) {
-  return path.replace(/\./g, ':')
-}
-
-const beepSound = new Audio("data:audio/wav;base64,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")
-
-function beep() {
-  beepSound.play()
-}
-
-const modules = {}
-
-function componentFromModule() {
-  /*
-  if (componentName == 'RelatedItemPicker') {
-    return RelatedItemPicker
-  }
-  for (const moduleName in modules) {
-    const module = modules[moduleName]
-    const component = _.get(module, ['components', ...componentName.split('/')])
-    if (component) {
-      return component
-    }
-  }
-  */
-  return null
-}
-
-export default {
-  name: 'PropertySheetGroupOrProperty',
-  components: {AutoComplete, Button, Calendar, Checkbox, Chips, Dropdown, InputText, Listbox, PropertySheetListItem, Textarea},
-  emits: [
-    'update:propertyValue',
-    'did-blur-with-tab'
-  ],
-
-  setup: (props) => {
-    let value, errors, validationMetadata = [null, [], {}]
-    if (props.field.path) {
-      if (!props.field.group && !props.field.list && !props.field.relatedItem) {
-        ({value, errors, meta: validationMetadata} = useField(viewModelPathToValidatorPath(props.field.path)))
-      }
-    }
-    return {
-      ...useScopedId(),
-      errors,
-      validationMetadata,
-      value
-    }
-  },
-
-  props: {
-    allItems: {
-      type: Array,
-      default: () => []
-    },
-    editing: {
-      type: Boolean,
-      default: true
-    },
-    saving: {
-      type: Boolean,
-      default: true
-    },
-    entitySchema: {
-      type: Object,
-      required: true
-    },
-    field: {
-      type: Object,
-      default: () => ({})
-    },
-    items: {
-      type: Array,
-      default: () => []
-    },
-    nestedItemPath: {
-      type: String,
-      default: null
-    },
-    multiEditSummary: {
-      type: Object,
-      default: null
-    },
-    viewModel: {
-      type: Object,
-      default: () => ({})
-    }
-  },
-
-  data: () => ({
-    addingListItem: false,
-    formattedValue: null,
-    suggestions: [],
-    listItemRefs: {},
-    showSlowDownWarning: false,
-    inputRefs: {}
-  }),
-
-  computed: {
-    error: function() {
-      return this.validationMetadata.pending ? null : _.first(this.errors)
-    },
-
-    errorCssClass: function() {
-      if (_.isObject(this.error) && (this.error.severity == 'warn')) {
-        return 'p-warning'
-      }
-      return 'p-error'
-    },
-
-    title: function() {
-      let title = _.get(this.field, 'title', null)
-      if ((title == null) && (this.field.path != null)) {
-        title = _.capitalize(_.lowerCase(_.last(this.field.path.split('.'))))
-      }
-      return title
-    },
-
-    fieldValidationInputClass: function() {
-      let self = this
-      let classes = []
-      if (self.originalNumValues > 1) {
-        classes.push('p-replacing-multiple-values')
-      }
-      if (this.error != null) {
-        if (this.error.severity == 'warn') {
-          classes.push('p-warning')
-        } else {
-          classes.push('p-invalid')
-        }
-      } else if (!self.validationMetadata.valid) {
-        classes.push('p-invalid')
-      } else if (self.validationMetadata.dirty) (
-        classes.push('sfs-dirty')
-      )
-      return classes.join(' ')
-    },
-
-    originalNumValues: function() {
-      return (this.multiEditSummary && this.multiEditSummary[this.path]) ? this.multiEditSummary[this.path].numValues : 0
-    },
-
-    path: function() {
-      return this.field.path
-      //return [this.schemaPath || null, this.field.path].filter(x => x != null).join('.')
-    },
-
-/*
-    pathRelativeToNestedItem: function() {
-      if (!this.nestedItemPath) {
-        return this.path
-      } else if (this.path.startsWith(`${this.nestedItemPath}.`)) {
-        return this.path.slice(this.nestedItemPath.length + 1)
-      } else {
-        console.log(`WARNING: Inconsistent nested item path. (Current field path="${this.path}", current nested item path="${this.nestedItemPath}")`)
-        return this.path
-      }
-    },*/
-
-    placeholder: function() {
-      return (this.originalNumValues > 1) ? (this.originalNumValues + ' values') : null
-    },
-
-    schemaProperty: function() {
-      return this.field.path ? this.findProperty(this.field.path) : null
-    },
-
-    inputType: function() {
-      return this.field.inputType || (this.schemaProperty ? this.defaultInputTypeForProperty(this.schemaProperty) : null)
-    },
-
-    customComponent: function() {
-      return this.customComponentName && componentFromModule(this.customComponentName)
-    },
-
-    customComponentName: function() {
-      return this.inputType == 'custom' ? this.field.customComponent : null
-    },
-
-    valueFormatter: function() {
-      let format = this.valueFormat
-      if (format) {
-        return _.get(_.get(modules, format), 'format', _.identity)
-      }
-      return _.identity
-    },
-
-    valueParser: function() {
-      let format = this.valueFormat
-      if (format) {
-        return _.get(_.get(modules, format), 'parse', _.identity)
-      }
-      return _.identity
-    },
-
-    valueFormat: function() {
-      if (this.field.format) {
-        return this.field.format
-      }
-      if (this.schemaProperty) {
-        switch (this.schemaProperty.type) {
-        case 'string':
-          switch (this.schemaProperty.format) {
-          case 'date':
-            return 'default.formats.date'
-          case 'date-time':
-           // Backwards! Let's stop using "formats" for this purpose.
-            return 'default.formats.dateTimeInverse'
-          case 'time':
-            return 'default.formats.time'
-          default:
-            break
-          }
-          break
-        default:
-          return 'text'
-        }
-      }
-      return null
-    }
-  },
-
-  watch: {
-    saving: {
-      handler: function(newValue) {
-        if (!newValue) {
-          this.showSlowDownWarning = false
-        }
-      }
-    },
-    viewModel: {
-      deep: true,
-      handler: function(newValue, oldValue) {
-        const oldFieldValue = _.get(oldValue, this.field.path, null)
-        const newFieldValue = _.get(this.viewModel, this.field.path, null)
-        if (!_.isEqual(newFieldValue, oldFieldValue)) {
-          this.value = newFieldValue
-        }
-      }
-    },
-    formattedValue: {
-      handler: async function(newFormattedValue, oldFormattedValue) {
-        if (newFormattedValue != oldFormattedValue) {
-          if (this.editing && !this.field.readonly) {
-            const oldValue = this.value
-            let parsingError = false
-            try {
-              this.value = this.valueParser(newFormattedValue)
-            } catch (err) {
-              console.log('WARNING: Error when parsing value.', err)
-              this.value = null
-              parsingError = true
-            }
-            if (!parsingError && (this.value != oldValue)) {
-              // This condition only obtains when the user has made a change (and not when a new item is loaded).
-              this.formattedValue = this.valueFormatter(this.value)
-              this.$emit('update:propertyValue', {dataPath: this.path, newValue: this.value, oldValue})
-            }
-          }
-        }
-      },
-      immediate: true
-    },
-    value: {
-      handler: function(newValue, oldValue) {
-        if (!this.field.relatedItem && (newValue != oldValue)) {
-          this.formattedValue = this.valueFormatter(newValue)
-        }
-      },
-      immediate: true
-    }
-  },
-
-  beforeUpdate() {
-    this.inputRefs = {}
-  },
-
-  methods: {
-    setToNow() {
-      const oldValue = this.value
-      const newValue = new moment().toISOString()
-      this.value = newValue
-      this.$emit('update:propertyValue', {dataPath: this.path, newValue, oldValue})
-    },
-
-    setToToday() {
-      const oldValue = this.value
-      const newValue = new moment().local().format('YYYY-MM-DD')
-      this.value = newValue
-      this.$emit('update:propertyValue', {dataPath: this.path, newValue, oldValue})
-    },
-
-    setInputRef(element, field) {
-      if (element) {
-        this.inputRefs[field.name] = element
-      }
-    },
-
-    formatError(error) {
-      if (_.isObject(error)) {
-        return error.message
-      } else {
-        return error
-      }
-    },
-
-    setListItemRef(element, listItemIndex) {
-      if (element) {
-        this.listItemRefs[(listItemIndex == null) ? 'new' : listItemIndex] = element
-      }
-    },
-
-    onDidClickSaveNewListItemButton(listItemIndex) {
-      const listItemEditor = this.listItemRefs[(listItemIndex == null) ? 'new' : listItemIndex]
-      if (listItemEditor && listItemEditor.validate() && listItemEditor.isDirty()) {
-        const editedListItem = listItemEditor.getEditedListItem()
-        if (listItemIndex == null) {
-          let newList = (this.value || [])
-          newList.push(editedListItem)
-          this.formattedValue = newList
-          this.addingListItem = false
-        }
-      }
-    },
-
-    defaultInputTypeForProperty(schemaProperty) {
-      if (schemaProperty.readonly) {
-        switch (schemaProperty.type) {
-        case 'array':
-          return 'tags'
-        case 'boolean':
-          return 'checkbox'
-        default:
-          return 'text'
-        }
-      }
-      if (schemaProperty.enum) {
-        return 'dropdown'
-      }
-      switch (schemaProperty.type) {
-      case 'array':
-        if (schemaProperty.format == 'taxonomy-classification') {
-          return 'taxonomy-classification-picker'
-        }
-        return 'tags'
-      case 'boolean':
-        return 'checkbox'
-      case 'string':
-        switch (schemaProperty.format) {
-        case 'date':
-          return 'dateCalendar'
-        case 'date-time':
-          return 'dateTimeCalendar'
-        default:
-          return 'text'
-        }
-      default:
-        return 'text'
-        //console.log(`WARNING: In property sheet, no default input type for property of type ${schemaProperty.type}`)
-      }
-    },
-
-    findProperty(path) {
-      const property = this.findPropertyInSchema(path.split('.'), this.entitySchema)
-      if (property == null) {
-        console.log(`WARNING: In PropertySheetGroupOrProperty, unknown property (path="${path}")`)
-      }
-      return property
-    },
-
-    findPropertyInSchema(path, schema) {
-      switch (schema.type) {
-      case 'object':
-        {
-          const subschema = _.get(schema, ['properties', path[0]], null)
-          if ((path.length == 1) || (subschema == null)) {
-            return subschema
-          } else {
-            return this.findPropertyInSchema(_.slice(path, 1), subschema)
-          }
-        }
-      default:
-        // TODO Warn that we're trying to find a property in a non-object schema.
-        return null
-      }
-    },
-
-    forwardUpdateEvent(event) {
-      this.$emit('update:propertyValue', event)
-    },
-
-    focus(subfieldPath = null) {
-      if (subfieldPath && subfieldPath.length > 0 && this.inputRefs[subfieldPath[0].name]) {
-        this.inputRefs[subfieldPath[0].name].focus(subfieldPath.slice(1))
-      } else if (this.$refs.input) {
-        this.$refs.input.$el.focus()
-      }
-    },
-
-    generateSuggestions: function() {
-      return []
-    },
-
-    /*
-    // TODO Make async?
-    generateSuggestions: function(event) {
-      let self = this
-      let search = event.query
-      self.suggestions = Items.autoComplete(self.path, search, self.allItems)
-    },
-    */
-
-    enumOptions: function() {
-      let options = this.schemaProperty.enum || []
-      if (this.schemaProperty.type == 'array') {
-        options = _.get(this.schemaProperty, 'items.enum', [])
-      }
-      if (!this.field.required) {
-        options = _.clone(options)
-        options.unshift({title: '(none)', value: null})
-      }
-      return options
-    },
-
-    optionTitleGetter: function(option) {
-      return _.isObject(option) ? option.title : option
-    },
-
-    optionValueGetter: function(option) {
-      return _.isObject(option) ? option.value : option
-    },
-
-    onDidBlurDateInput: function(event) {
-      const text = event.target.value
-      if (text.match(/^[0-9]{4}-[0-9]{2}-[0-9]{2}$/)) {
-        // We should have already set the value in onDidTypeInDateInput, but set it again just in case.
-        this.formattedValue = text
-      }
-    },
-
-    onDidSelectInDateInput: function(selectedDate) {
-      // Normally, this happens using two-way data binding on the Calendar component. But we are not using two-way
-      // binding here because we want to allow typing, and with two-way binding and manual entry enabled, the value
-      // gets set as soon as the user types the year part.
-      this.formattedValue = moment(selectedDate).format('YYYY-MM-DD')
-    },
-
-    onDidTypeInDateInput: function(event) {
-      const input = event.target
-      let text = input.value
-      text = text.replaceAll(/[^0-9]/g, '')
-      if (text.length >= 4) {
-        text = `${text.slice(0, 4)}-${text.slice(4)}`
-      }
-      if (text.length >= 7) {
-        text = `${text.slice(0, 7)}-${text.slice(7)}`
-      }
-      if (text.length >= 10) {
-        text = text.slice(0, 10)
-      }
-      input.value = text
-      setTimeout(function(){ input.selectionStart = input.selectionEnd = 10000 }, 0)
-      if (text.length == 10) {
-        this.formattedValue = text
-      } else if (text.length == 0) {
-        this.formattedValue = null
-      }
-    },
-
-    onDidBlurFieldWithTab: function({event, field}) {
-      if (!this.saving) {
-        this.$emit('did-blur-with-tab', {event, field})
-      }
-    },
-
-    onKeyDownInInput: function() {
-      if (this.saving) {
-        event.preventDefault()
-        event.stopPropagation()
-        beep()
-        this.showSlowDownWarning = true
-        return
-      }
-      switch (event.key) {
-        case 'Down':
-        case 'ArrowDown':
-          if ($(this.$refs.input?.$el).is('.p-dropdown') && !this.$refs.input?.overlayVisible) {
-            event.preventDefault()
-            event.stopPropagation()
-            this.$refs.input.show()
-          }
-          break
-        case 'Tab':
-          this.$emit('did-blur-with-tab', {event, field: this.field})
-          break
-        default:
-          break
-      }
-    }
-  }
-}
-
-</script>
-
-<style scoped>
-
-.clearfix:after,
-.clearfix:before {
-  display: table;
-  content: "";
-  clear: both;
-}
-
-.sfs-form-group {
-  float: left;
-  width: 100%; /* Was 568px */
-}
-
-.sfs-form-group-title {
-  font-variant: small-caps;
-  text-align: left;
-  margin: 16px 16px 0 16px;
-}
-
-.p-input-filled .p-float-label .p-replacing-multiple-values ~ label {
-  top: 0.25rem !important;
-  margin-top: 0;
-  background: transparent;
-  font-size: 12px;
-}
-
-.p-float-label .sfs-readonly-field-value {
-  padding-top: 1rem;
-  min-height: 22px;
-  width: 268px;
-  text-align: right;
-  border-bottom: 1px solid #ddd;
-}
-
-.p-float-label .sfs-readonly-field-value ~ label {
-  padding: 2px 4px;
-  margin-left: -4px;
-  font-size: 12px;
-  top: 0.25rem !important;
-  margin-top: 0;
-  background: transparent;
-}
-
-ul.sfs-form-list-contents {
-  list-style: none;
-  padding-left: 0;
-}
-
-ul.sfs-form-list-contents li {
-  border-top: 1px solid #ddd;
-}
-
-ul.sfs-form-list-contents li:last-child {
-  border-bottom: 1px solid #ccc;
-}
-
-.fade-enter-active {
-}
-.fade-leave-active {
-  transition: opacity 2s;
-}
-.fade-enter, .fade-leave-to {
-  opacity: 0;
-}
-
-.lims-calendar-now-button {
-  position: absolute;
-  top: 6px;
-  right: 30px;
-  z-index: 1000;
-}
-
-</style>
diff --git a/src/components/common/PropertySheetListItem.vue b/src/components/common/PropertySheetListItem.vue
deleted file mode 100644
index ed4fc12b..00000000
--- a/src/components/common/PropertySheetListItem.vue
+++ /dev/null
@@ -1,430 +0,0 @@
-<template>
-
-<div class="sfs-property-subsheet">
-  <div v-if="(viewModel != null) && ['New', 'EditSingle'].includes(editingMode)" class="clearfix sfs-property-subsheet-form p-input-filled">
-    <PropertySheetGroupOrProperty v-for="field in visibleFields" :saving="saving" :key="field.path" :allItems="allItems" :editing="editing" :entitySchema="listItemSchema" :field="field" :items="[listItem || {}]" :multiEditSummary="multiEditSummary" :ref="el => setInputRef(el, field)" validationState="v$.viewModel" @did-blur-with-tab="onDidBlurFieldWithTab($event)" @update:propertyValue="onDidUpdatePropertyValue" />
-  </div>
-</div>
-
-</template>
-
-<script>
-
-import _ from 'lodash'
-import 'datatables.net-dt'
-import moment from 'moment'
-import pluralize from 'pluralize'
-import {useForm} from 'vee-validate'
-import {computed, defineAsyncComponent} from 'vue'
-import * as yup from 'yup'
-
-import {findPropertyInSchema, schemaPropertyIsRequired} from '@/lib/schemas'
-
-pluralize.addIrregularRule('specimen', 'specimens')
-pluralize.addIrregularRule('sfs-specimen', 'sfs-specimens')
-
-export default {
-  name: 'PropertySheetListItem',
-
-  components: {
-    PropertySheetGroupOrProperty: defineAsyncComponent(() => import('@/components/common/PropertySheetGroupOrProperty'))
-  },
-  emits: ['propertySheet:willClose', 'propertySheet:didDeleteItem', 'propertySheet:didSaveItem'],
-
-  setup: function(props) {
-    const findProperty = (path) => {
-      //let fullPath = `${this.listItemPath}.${path}`
-      const property = findPropertyInSchema(props.listItemSchema, path)
-      if (property == null) {
-        console.log(`WARNING: In PropertySheetListItem, unknown property (path="${path}")`)
-      }
-      return property
-    }
-
-    const flattenLeafFields = (fields) => {
-      return fields.map(field => field.group ? flattenLeafFields(field.contents) : [ field ]).flat()
-    }
-
-    const editingMode = computed(() => {
-      if (props.item) {
-        return 'EditSingle'
-      } else {
-        return 'New'
-      }
-    })
-
-    const fields = computed(() => {
-      return props.listField.itemFields || []
-    })
-
-    const leafFields = computed(() => {
-      return flattenLeafFields(fields.value)
-    })
-
-    const visibleLeafFields = computed(() => {
-      return leafFields.value
-    })
-
-    const form = useForm({
-      validationSchema: validationSchema.value,
-    })
-
-    // Create a reactive validation schema.
-    const validationSchema = computed(() => {
-      const validations = {}
-      for (let field of visibleLeafFields.value) {
-        const schemaProperty = findProperty(field.path) || {}
-        let fieldSchema = null
-        switch (schemaProperty.type) {
-          case 'integer':
-            fieldSchema = yup.number().nullable().integer('Must be an integer')
-            break
-          case 'number':
-            fieldSchema = yup.number('Must be numeric').nullable()
-            break
-          case 'string':
-            switch (schemaProperty.format) {
-              case 'date':
-                fieldSchema = yup.date('Invalid date').nullable()
-                break
-              default:
-                fieldSchema = yup.string('Must be text').nullable()
-                break
-            }
-            break
-          default:
-            fieldSchema = yup.mixed().nullable()
-            break
-        }
-        if (schemaPropertyIsRequired(props.entitySchema.value, field.path)) {
-          fieldSchema = fieldSchema.required('Required')
-        }
-        // TODO ? Restore this when autoAdvance=true, but prevent excessive validations
-        //if (!props.autoAdvance && schemaProperty.unique && (props.items.length == 1) && !fieldBelongsToRelatedItem(field.path)) {
-          //validations[field.path].unique = helpers.withMessage('Already used', (v) => Items.validateUniqueness(field.path, v, this.items[0]._id, this.entityType, this.draftBatchId))
-        //}
-
-        validations[field.path] = fieldSchema
-      }
-
-      return validations
-    })
-
-    return {
-      editingMode,
-      fields,
-      leafFields,
-      visibleLeafFields,
-
-      findProperty,
-      // flattenLeafFields,
-
-      form,
-      formErrors: form.errors,
-      resetForm: form.resetForm,
-      formMeta: form.meta
-    }
-  },
-
-  props: {
-    allItems: {
-      type: Array,
-      default: () => []
-    },
-    editing: {
-      type: Boolean,
-      default: true
-    },
-    saving: {
-      type: Boolean,
-      default: true
-    },
-    entitySchema: {
-      type: Object,
-      required: true
-    },
-    listIndex: {
-      type: Number,
-      default: null
-    },
-    listPath: {
-      type: String,
-      required: true
-    },
-    item: {
-      type: Object,
-      required: true
-    },
-    list: {
-      type: Array,
-      required: true
-    },
-    noun: {
-      type: String,
-      default: 'Item'
-    },
-    readonly: {
-      type: [Boolean, null],
-      default: null
-    },
-    listField: {
-      type: Object,
-      required: true
-    }
-  },
-
-  data: function() {
-    return {
-      viewModel: null,
-      inputRefs: {}
-    }
-  },
-
-  computed: {
-
-    hasValidationErrors: function() {
-      return _.values(this.formErrors).some(error => _.isString(error) || (_.isObject(error) && (error.severity == 'error')))
-    },
-
-    hasValidationWarnings: function() {
-      return _.values(this.formErrors).some(error => _.isObject(error) && (error.severity == 'warn'))
-    },
-
-    dirty: function() {
-      return this.formMeta.dirty
-    },
-
-    valid: function() {
-      return this.formMeta.valid || (!this.formMeta.pending && !this.hasValidationErrors && this.hasValidationWarnings)
-    },
-
-    validationPending: function() {
-      return this.formMeta.pending || this.serverValidationPending
-    },
-
-    visibleFields: function() {
-      return this.fields //this.filterVisibleFields(this.fields)
-    },
-    editableLeafFields: function() {
-      return(this.visibleLeafFields.filter(field => !field.readonly))
-    },
-    multiEditSummary: function() {
-      return this.itemsToMultiEditSummary([...(this.item ? [this.item] : [])])
-    },
-    listItemSchema: function() {
-      const listSchema = findPropertyInSchema(this.entitySchema, this.listPath)
-      if (!listSchema || !listSchema.items) {
-        // TODO Warn about list schema not found
-      }
-      return listSchema.items
-    }
-  },
-
-  watch: {
-    item: {
-      immediate: true,
-      handler: function(newValue) {
-        this.viewModel = this.listItemToViewModel(newValue)
-        this.resetForm({
-          values: this.viewModelToValidatorValues(this.viewModel)
-        })
-      }
-    },
-    visibleLeafFields: {
-      handler: function() {
-        const self = this
-        this.viewModel = this.listItemToViewModel(self.item)
-        self.$nextTick(() => {
-          self.resetForm({
-            values: self.viewModelToValidatorValues(self.viewModel)
-          })
-        })
-      }
-    }
-  },
-
-  beforeUpdate() {
-    this.inputRefs = {}
-  },
-
-  methods: {
-
-    focus() {
-      this.setDefaultFocus()
-    },
-
-    setInputRef(element, field) {
-      if (element) {
-        this.inputRefs[field.name] = element
-      }
-    },
-
-    onDidBlurFieldWithTab: function() { //{event, field}) {
-      //this.$emit('did-blur-with-tab', {event, field})
-    },
-
-    setDefaultFocus: function() {
-      let field = _.first(this.editableLeafFields)
-      if (field && this.inputRefs[field.name]) {
-        this.inputRefs[field.name].focus()
-      }
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // View model
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    itemsToMultiEditSummary: function(items) {
-      var summary = {}
-      for (let field of this.visibleLeafFields) {
-        // When counting values, treat undefined and null as identical.
-        const values = _.uniq(items.map(x => _.get(x, field.path, null)))
-        let numValues = (values.length == 1) ? ((values[0] == null) ? 0 : 1) : values.length
-        summary[field.path] = { numValues }
-      }
-      return summary
-    },
-
-    listItemToViewModel: function(listItem) {
-      let self = this
-      var viewModel = {}
-      for (let field of self.visibleLeafFields) {
-        let value = _.get(listItem, field.path, null)
-        if (field.type == 'date') {
-          value = (value == null) ? null : moment(value).format('YYYY-MM-DD')
-        }
-        viewModel[field.path] = value
-      }
-      return viewModel
-    },
-
-    listItemFromViewModel: function(originalListItem, viewModel) {
-      var listItem = _.cloneDeep(originalListItem || {})
-      for (let key in viewModel) {
-        _.set(listItem, key, viewModel[key] || null)
-      }
-      listItem._id = _.get(originalListItem, '_id', undefined)
-      return listItem
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // Persistence
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    /*
-    delete: async function() {
-      let self = this
-      let itemIds = self.items.map(i => i._id).filter(Boolean)
-      for (const itemId of itemIds) {
-        await self.beginDeletingItem({itemId})
-        // TODO why does this get interrupted?
-        self.$emit('propertySheet:didDeleteItem')
-      }
-    },*/
-
-    getEditedListItem: function() {
-      return this.listItemFromViewModel(this.item, this.viewModel)
-    },
-
-    save: function() {
-      if (this.dirty && this.valid) {
-        const editedListItem = this.listItemFromViewModel(this.item, this.viewModel)
-        this.recordAutoCompleteEntries(editedListItem)
-        //let list = _.clone(_.get(this.listParentItem, this.listPath, []))
-        let list = _.clone(this.list || [])
-        if (this.listIndex == null) {
-          list.push(editedListItem)
-        } else {
-          list.splice(this.listIndex, 1, [editedListItem])
-        }
-        //self.saveItem({item: editedItem})
-        this.$emit('propertySheetListItem:didRequestSave', {listIndex: this.listIndex, value: editedListItem})
-      }
-    },
-
-    recordAutoCompleteEntries: function() {//item) {
-      /*let self = this
-      for (let field of self.leafFields) {
-        if (field.autocomplete) {
-          Items.recordAutoCompleteEntry(field.path, _.get(item, field.path)) // TODO Fix
-        }
-      }*/
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // String formatting functions for use in templates
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    pluralize: function(...args) {
-      return pluralize(...args)
-    },
-
-    titleCase: function(s) {
-      return _.startCase(_.lowerCase(s))
-    },
-
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-    // Event handlers
-    ////////////////////////////////////////////////////////////////////////////////////////////////////
-
-    onDidClickCloseButton: function() {
-      this.hideDetail()
-    },
-
-    onDidClickDeleteButton: function() {
-      let self = this
-      if ((self.items.length > 0) && !self.items.some(x => x._id == null)) {
-      //if ((self.items.length == 1) && (self.items[0]._id != null)) {
-        const messageNounPhrase = (self.items.length == 1) ? ('this ' + self.noun) : ('these ' + pluralize(self.noun, self.items.length, true))
-        const headerText = [
-          'Delete',
-          (self.items.length == 1) ? self.noun : pluralize(self.noun, self.items.length, true),
-          (self.items.length == 1) ? _.get(self.items[0], 'ids.collectionId', null) : null
-        ].filter(Boolean).join(' ')
-        self.$confirm.require({
-          // TODO Change word sample
-          message: 'Are you sure you want to delete ' + messageNounPhrase + '?'
-            + ((self.items.length == 1) ? ' It can be deleted because it has not been synced to ID3C.' : ''),
-          header: headerText,
-          icon: 'pi pi-exclamation-triangle',
-          accept: () => {
-            self.delete()
-          }
-        })
-      } // TODO allow multiple deletion?
-    },
-
-    onDidClickEditButton: function() {
-      this.setEditingDetailItems(true)
-    },
-
-    onDidClickNavigateButton: function(offset) {
-      this.navigate(offset)
-    },
-
-    onDidClickSaveButton: function() {
-      //self.v$.$touch()
-      if (this.dirty && this.valid) {
-        this.save()
-      }
-    },
-
-    onDidUpdatePropertyValue: function(event) {
-      const {dataPath, newValue} = event
-      this.viewModel[dataPath] = newValue
-    }
-
-  }
-}
-
-</script>
-
-<style scoped>
-
-.clearfix:after {
-  display: table;
-  content: "";
-  clear: both;
-}
-
-</style>
diff --git a/src/components/screens/UsersView.vue b/src/components/screens/UsersView.vue
deleted file mode 100644
index 00a211cd..00000000
--- a/src/components/screens/UsersView.vue
+++ /dev/null
@@ -1,23 +0,0 @@
-<template>
-  <DefaultLayout height="full" overflow-y="hidden" width="full">
-    <ItemsView entity-type-name="user" />
-  </DefaultLayout>
-</template>
-
-<script lang="ts">
-import {defineComponent} from 'vue'
-import {useHead} from '@unhead/vue'
-
-import ItemsView from '@/components/common/ItemsView.vue'
-import DefaultLayout from '@/components/layout/DefaultLayout.vue'
-
-export default defineComponent({
-  name: 'HomeView',
-
-  components: {DefaultLayout, ItemsView},
-
-  setup: () => {
-    useHead({title: 'User administration'})
-  }
-})
-</script>
diff --git a/src/router/index.ts b/src/router/index.ts
index 8537892e..578d1de4 100644
--- a/src/router/index.ts
+++ b/src/router/index.ts
@@ -24,7 +24,6 @@ import SearchView from '@/components/screens/SearchView.vue'
 import SettingsScreen from '@/components/screens/SettingsScreen.vue'
 import StatisticsView from '@/components/screens/StatisticsView.vue'
 import {beginAuthentication, isAuthenticated} from '@/lib/orcid'
-import UsersView from '@/components/screens/UsersView.vue'
 import VariantMeasurementScreen from '@/components/screens/VariantMeasurementScreen.vue'
 import VariantScreen from '@/components/screens/VariantScreen.vue'
 import WizardCompletionView from '@/components/screens/WizardCompletionView.vue'
@@ -84,11 +83,6 @@ const routes: RouteRecordRaw[] = [
     component: DashboardView,
     meta: {requiresAuth: true}
   },
-  {
-    path: '/users',
-    component: UsersView,
-    meta: {requiresAuth: true}
-  },
   {
     path: '/statistics',
     name: 'statistics',

From 2f192d0d10af9c0d0356078920e8bcb36f1b9c42 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 29 Dec 2025 12:19:56 -0800
Subject: [PATCH 056/157] Fix component names

For consistency and to avoid any confusion during debugging, component names are being changes to match their file names.
---
 src/components/ScoreSetTable.vue             | 2 +-
 src/components/common/EntityLink.vue         | 2 +-
 src/components/common/ItemNotFound.vue       | 2 +-
 src/components/common/PageLoading.vue        | 2 +-
 src/components/screens/DashboardView.vue     | 2 +-
 src/components/screens/ExperimentCreator.vue | 2 +-
 src/components/screens/SettingsScreen.vue    | 2 +-
 src/components/screens/VariantScreen.vue     | 2 +-
 8 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/src/components/ScoreSetTable.vue b/src/components/ScoreSetTable.vue
index 3af49908..71a971f1 100644
--- a/src/components/ScoreSetTable.vue
+++ b/src/components/ScoreSetTable.vue
@@ -20,7 +20,7 @@ import useFormatters from '@/composition/formatters'
 import FlexDataTable from '@/components/common/FlexDataTable'
 
 export default {
-  name: 'PublicationIdentifierView',
+  name: 'ScoreSetTable',
 
   components: {FlexDataTable},
 
diff --git a/src/components/common/EntityLink.vue b/src/components/common/EntityLink.vue
index da8ea63b..8d47a463 100644
--- a/src/components/common/EntityLink.vue
+++ b/src/components/common/EntityLink.vue
@@ -16,7 +16,7 @@ import useItem from '@/composition/item'
  */
 // TODO This can be enhanced easily to show a preview in a pop-over view when the cursor hovers over the link.
 export default defineComponent({
-  name: 'SelectList',
+  name: 'EntityLink',
   components: {},
 
   props: {
diff --git a/src/components/common/ItemNotFound.vue b/src/components/common/ItemNotFound.vue
index 8ef9f452..5202ef26 100644
--- a/src/components/common/ItemNotFound.vue
+++ b/src/components/common/ItemNotFound.vue
@@ -12,7 +12,7 @@
 
 <script lang="ts">
 export default {
-    name: 'PageNotFoundView',
+    name: 'ItemNotFound',
     components: { },
 
     props: {
diff --git a/src/components/common/PageLoading.vue b/src/components/common/PageLoading.vue
index 46559e69..36fec2e4 100644
--- a/src/components/common/PageLoading.vue
+++ b/src/components/common/PageLoading.vue
@@ -8,7 +8,7 @@
 import ProgressSpinner from 'primevue/progressspinner'
 
 export default {
-    name: 'LoadingView',
+    name: 'PageLoading',
     components: { ProgressSpinner },
 }
 </script>
diff --git a/src/components/screens/DashboardView.vue b/src/components/screens/DashboardView.vue
index 1a3d716b..5a5e95e6 100644
--- a/src/components/screens/DashboardView.vue
+++ b/src/components/screens/DashboardView.vue
@@ -71,7 +71,7 @@ import ScoreSetTable from '@/components/ScoreSetTable.vue'
 import DefaultLayout from '@/components/layout/DefaultLayout'
 
 export default {
-  name: 'HomeView',
+  name: 'DashboardView',
 
   components: {DefaultLayout, ScoreSetTable, InputText, Tabs, TabList, Tab, TabPanels, TabPanel, Button, ProgressSpinner},
 
diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 8370e61b..760a0166 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -626,7 +626,7 @@ const KEYWORD_GROUPS = {
 }
 
 export default {
-  name: 'ExperimentEditor',
+  name: 'ExperimentCreator',
   components: {
     AutoComplete,
     Button,
diff --git a/src/components/screens/SettingsScreen.vue b/src/components/screens/SettingsScreen.vue
index c628f7ef..b755b39c 100644
--- a/src/components/screens/SettingsScreen.vue
+++ b/src/components/screens/SettingsScreen.vue
@@ -142,7 +142,7 @@ import useItems from '@/composition/items'
 import config from '@/config'
 
 export default {
-  name: 'HomeView',
+  name: 'SettingsScreen',
 
   components: {Button, Card, DefaultLayout, InputText, Checkbox},
 
diff --git a/src/components/screens/VariantScreen.vue b/src/components/screens/VariantScreen.vue
index 9574c1e1..3b1c0752 100644
--- a/src/components/screens/VariantScreen.vue
+++ b/src/components/screens/VariantScreen.vue
@@ -85,7 +85,7 @@ import VariantMeasurementView from '@/components/VariantMeasurementView.vue'
 import config from '@/config'
 
 export default defineComponent({
-  name: 'VariantMeasurementScreen',
+  name: 'VariantScreen',
   components: {
     Button,
     DefaultLayout,

From a4405652c454146bda95ece7d49e07519992c2eb Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 29 Dec 2025 12:57:58 -0800
Subject: [PATCH 057/157] Replace Primevue Dropdown component with Select

---
 src/components/CollectionAdder.vue             |  8 ++++----
 src/components/CollectionCreator.vue           |  6 +++---
 src/components/CollectionPermissionsEditor.vue |  6 +++---
 src/components/ProteinStructureView.vue        |  9 ++++-----
 src/components/ScoreSetHistogram.vue           | 10 +++++-----
 src/components/screens/ExperimentCreator.vue   |  6 +++---
 src/components/screens/ExperimentEditor.vue    |  6 +++---
 src/components/screens/ScoreSetCreator.vue     | 14 +++++++-------
 src/components/screens/ScoreSetEditor.vue      | 12 ++++++------
 9 files changed, 38 insertions(+), 39 deletions(-)

diff --git a/src/components/CollectionAdder.vue b/src/components/CollectionAdder.vue
index d1d8f52b..a41efb75 100644
--- a/src/components/CollectionAdder.vue
+++ b/src/components/CollectionAdder.vue
@@ -30,7 +30,7 @@
       :style="{width: '25rem'}"
     >
       <div class="flex align-items-center gap-3 mb-3">
-        <Dropdown
+        <Select
           v-model="selectedCollectionUrn"
           class="w-full"
           option-label="name"
@@ -43,7 +43,7 @@
             <i v-if="option.private" class="mave-collection-option-private pi pi-lock" title="Private collection" />
             <span class="mave-collection-option-sharing">{{ collectionSharingInfo(option) }}</span>
           </template>
-        </Dropdown>
+        </Select>
       </div>
       <div class="mave-save-to-collection-actions">
         <Button label="Create new collection" @click="creatorVisible = true" />
@@ -71,7 +71,7 @@ import axios from 'axios'
 import pluralize from 'pluralize'
 import Button from 'primevue/button'
 import Dialog from 'primevue/dialog'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 
 import config from '@/config'
 import CollectionCreator from '@/components/CollectionCreator'
@@ -80,7 +80,7 @@ import EmailPrompt from '@/components/common/EmailPrompt.vue'
 
 export default {
   name: 'CollectionAdder',
-  components: {Button, CollectionCreator, Dialog, Dropdown, EmailPrompt},
+  components: {Button, CollectionCreator, Dialog, Select, EmailPrompt},
 
   props: {
     dataSetUrn: {
diff --git a/src/components/CollectionCreator.vue b/src/components/CollectionCreator.vue
index c8c1c5a9..4c2f33c5 100644
--- a/src/components/CollectionCreator.vue
+++ b/src/components/CollectionCreator.vue
@@ -60,7 +60,7 @@
         <Column :field="(userRole) => `${userRole.user.firstName} ${userRole.user.lastName}`" header="Name" />
         <Column field="role" header="Role">
           <template #body="{data}">
-            <Dropdown
+            <Select
               class="mavedb-collection-role-dropdown"
               :model-value="data.role"
               option-label="title"
@@ -91,7 +91,7 @@ import _ from 'lodash'
 import Button from 'primevue/button'
 import Column from 'primevue/column'
 import DataTable from 'primevue/datatable'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import ToggleSwitch from 'primevue/toggleswitch'
 import InputText from 'primevue/inputtext'
 import SelectButton from 'primevue/selectbutton'
@@ -104,7 +104,7 @@ import EmailPrompt from '@/components/common/EmailPrompt.vue'
 
 export default {
   name: 'CollectionCreator',
-  components: {Button, Column, DataTable, Dropdown, EmailPrompt, ToggleSwitch, InputText, SelectButton, Textarea},
+  components: {Button, Column, DataTable, Select, EmailPrompt, ToggleSwitch, InputText, SelectButton, Textarea},
   emits: ['createdCollection', 'canceled'],
 
   setup: useScopedId,
diff --git a/src/components/CollectionPermissionsEditor.vue b/src/components/CollectionPermissionsEditor.vue
index c2303bc1..8780a5ef 100644
--- a/src/components/CollectionPermissionsEditor.vue
+++ b/src/components/CollectionPermissionsEditor.vue
@@ -49,7 +49,7 @@
             <span v-if="orcidIdsToRemove.includes(data.user.orcidId)">{{ data.role }} &nbsp;&rightarrow; None</span>
             <span v-if="data.oldRole">{{ data.oldRole }} &rightarrow;&nbsp;</span>
             <span v-if="data.user.orcidId == userOrcidId">{{ data.role }}</span>
-            <Dropdown
+            <Select
               v-if="!orcidIdsToRemove.includes(data.user.orcidId) && data.user.orcidId != userOrcidId"
               class="mave-collection-role-dropdown"
               :model-value="data.role"
@@ -92,7 +92,7 @@ import Button from 'primevue/button'
 import Column from 'primevue/column'
 import DataTable from 'primevue/datatable'
 import Dialog from 'primevue/dialog'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import InputText from 'primevue/inputtext'
 import SelectButton from 'primevue/selectbutton'
 
@@ -105,7 +105,7 @@ import EmailPrompt from '@/components/common/EmailPrompt.vue'
 export default {
   name: 'CollectionPermissionsEditor',
 
-  components: {Button, Column, DataTable, Dialog, Dropdown, EmailPrompt, InputText, SelectButton},
+  components: {Button, Column, DataTable, Dialog, Select, EmailPrompt, InputText, SelectButton},
 
   props: {
     collectionUrn: {
diff --git a/src/components/ProteinStructureView.vue b/src/components/ProteinStructureView.vue
index d4829f77..09de8600 100644
--- a/src/components/ProteinStructureView.vue
+++ b/src/components/ProteinStructureView.vue
@@ -1,12 +1,11 @@
 <template>
   <div style="display: flex; flex-flow: column; height: 100%">
-    <span v-if="alphaFoldData?.length > 1" class="p-float-label" style="margin-top: 10px; margin-bottom: 4px">
-      <Dropdown
+    <span class="p-float-label" style="margin-top: 10px; margin-bottom: 4px">
+      <Select
         :id="scopedId('alphafold-id')"
         v-model="selectedAlphaFold"
         option-label="id"
         :options="alphaFoldData"
-        style="height: 3em"
       />
       <label :for="scopedId('alphafold-id')">AlphaFold ID</label>
     </span>
@@ -30,7 +29,7 @@
 <script>
 import axios from 'axios'
 import $ from 'jquery'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import SelectButton from 'primevue/selectbutton'
 import {PDBeMolstarPlugin} from 'pdbe-molstar/lib/viewer'
 import 'pdbe-molstar/build/pdbe-molstar-light.css'
@@ -43,7 +42,7 @@ import useScopedId from '@/composables/scoped-id'
 export default {
   name: 'ProteinStructureView',
 
-  components: {Dropdown, SelectButton},
+  components: {Select, SelectButton},
 
   props: {
     uniprotId: {
diff --git a/src/components/ScoreSetHistogram.vue b/src/components/ScoreSetHistogram.vue
index 6f3118e3..40155e49 100644
--- a/src/components/ScoreSetHistogram.vue
+++ b/src/components/ScoreSetHistogram.vue
@@ -14,7 +14,7 @@
     <div v-if="showCalibrations" class="mavedb-histogram-thresholds-control">
       <div class="mavedb-histogram-control">
         <label class="mavedb-histogram-control-label" for="mavedb-histogram-viz-select">Thresholds: </label>
-        <Dropdown
+        <Select
           v-model="activeCalibration"
           :disabled="!showCalibrations"
           input-id="mavedb-histogram-viz-select"
@@ -39,7 +39,7 @@
         <label class="mavedb-histogram-control-label" for="mavedb-histogram-db-select"
           >Clinical control database:
         </label>
-        <Dropdown
+        <Select
           v-model="controlDb"
           :disabled="!refreshedClinicalControls"
           input-id="mavedb-histogram-db-select"
@@ -50,7 +50,7 @@
         <label class="mavedb-histogram-control-label" for="mavedb-histogram-version-select"
           >Clinical control version:
         </label>
-        <Dropdown
+        <Select
           v-model="controlVersion"
           :disabled="!refreshedClinicalControls"
           input-id="mavedb-histogram-version-select"
@@ -128,7 +128,7 @@
 import axios from 'axios'
 import _ from 'lodash'
 import Checkbox from 'primevue/checkbox'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import ProgressSpinner from 'primevue/progressspinner'
 import Rating from 'primevue/rating'
 import Tabs from 'primevue/tabs'
@@ -194,7 +194,7 @@ interface Margins {
 export default defineComponent({
   name: 'ScoreSetHistogram',
 
-  components: {Checkbox, Dropdown, Rating, Tabs, TabList, Tab, ProgressSpinner},
+  components: {Checkbox, Select, Rating, Tabs, TabList, Tab, ProgressSpinner},
 
   props: {
     coordinates: {
diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 760a0166..f9c712bd 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -427,7 +427,7 @@
 
                     <div class="mavedb-wizard-content keyword-editor">
                       <span class="p-float-label field">
-                        <Dropdown
+                        <Select
                           :id="scopedId(`keyword-input-${keyword.key}`)"
                           v-model="keywordKeys[keyword.key]"
                           class="keyword-dropdown"
@@ -512,7 +512,7 @@ import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Chips from 'primevue/chips'
 import Dialog from 'primevue/dialog'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import FileUpload from 'primevue/fileupload'
 import InputText from 'primevue/inputtext'
 import Message from 'primevue/message'
@@ -633,7 +633,7 @@ export default {
     Chips,
     DefaultLayout,
     Dialog,
-    Dropdown,
+    Select,
     EmailPrompt,
     FileUpload,
     InputText,
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 2bfd384c..fbfb81b9 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -315,7 +315,7 @@
                 <div v-if="keywordVisibility[keyword.key]">
                   <div class="field">
                     <span class="p-float-label">
-                      <Dropdown
+                      <Select
                         :id="scopedId(`keyword-input-${keyword.key}`)"
                         v-model="keywordKeys[keyword.key]"
                         class="keyword-dropdown"
@@ -418,7 +418,7 @@ import Button from 'primevue/button'
 import Card from 'primevue/card'
 import Chips from 'primevue/chips'
 import Dialog from 'primevue/dialog'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import Multiselect from 'primevue/multiselect'
 import FileUpload from 'primevue/fileupload'
 import InputText from 'primevue/inputtext'
@@ -534,7 +534,7 @@ export default {
     Card,
     Chips,
     Dialog,
-    Dropdown,
+    Select,
     Multiselect,
     DefaultLayout,
     EmailPrompt,
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index feb5e6c3..26fc91d1 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -104,7 +104,7 @@
                     <div class="mavedb-wizard-content">
                       <div style="position: relative">
                         <span class="p-float-label">
-                          <Dropdown
+                          <Select
                             :id="scopedId('input-experiment')"
                             ref="experimentInput"
                             v-model="experiment"
@@ -121,7 +121,7 @@
                             <template #empty>
                               <div style="padding: 10px; text-align: center">No experiments found.</div>
                             </template>
-                          </Dropdown>
+                          </Select>
                           <label :for="scopedId('input-experiment')">Experiment</label>
                         </span>
                         <span v-if="validationErrors.experiment" class="mave-field-error">{{
@@ -369,7 +369,7 @@
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <Dropdown
+                        <Select
                           :id="scopedId('input-targetLicenseId')"
                           v-model="licenseId"
                           option-label="longName"
@@ -1082,7 +1082,7 @@
                     <div class="mavedb-wizard-content">
                       <span class="p-float-label">
                         <!-- Assembly is the reference genome property in coordinate cases -->
-                        <Dropdown
+                        <Select
                           v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.assembly"
                           :aria-labelledby="scopedId('input-targetGeneAssemblyLabel')"
                           :options="assemblies"
@@ -1104,7 +1104,7 @@
                     </div>
                     <div class="mavedb-wizard-content">
                       <span class="p-float-label">
-                        <Dropdown
+                        <Select
                           :id="scopedId('input-targetGeneGeneNameLabel')"
                           v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.gene"
                           filter
@@ -1437,7 +1437,7 @@ import {marked} from 'marked'
 import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Chips from 'primevue/chips'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import FileUpload from 'primevue/fileupload'
 import InputNumber from 'primevue/inputnumber'
 import ToggleSwitch from 'primevue/toggleswitch'
@@ -1514,7 +1514,7 @@ export default {
     CalibrationEditor,
     Chips,
     DefaultLayout,
-    Dropdown,
+    Select,
     EmailPrompt,
     FileUpload,
     InputNumber,
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index bed172e9..a243bcd1 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -29,7 +29,7 @@
               <div v-else>
                 <div class="field">
                   <span class="p-float-label">
-                    <Dropdown
+                    <Select
                       :id="scopedId('input-experiment')"
                       v-model="experiment"
                       option-label="title"
@@ -155,7 +155,7 @@
               <div>
                 <div class="field">
                   <span class="p-float-label">
-                    <Dropdown
+                    <Select
                       :id="scopedId('input-targetLicenseId')"
                       v-model="licenseId"
                       option-label="longName"
@@ -520,7 +520,7 @@
                           <div class="field-column">
                             <span class="p-float-label">
                               <!-- Assembly is the reference genome property in coordinate cases -->
-                              <Dropdown
+                              <Select
                                 :id="scopedId('input-targetGeneAssembly')"
                                 v-model="assembly"
                                 :options="assemblies"
@@ -531,7 +531,7 @@
                           </div>
                           <div class="field-column">
                             <span class="p-float-label">
-                              <Dropdown
+                              <Select
                                 :id="scopedId('input-targetGeneGeneNames')"
                                 v-model="geneName"
                                 filter
@@ -955,7 +955,7 @@ import Card from 'primevue/card'
 import Chips from 'primevue/chips'
 import Column from 'primevue/column'
 import DataTable from 'primevue/datatable'
-import Dropdown from 'primevue/dropdown'
+import Select from 'primevue/select'
 import FileUpload from 'primevue/fileupload'
 import InputNumber from 'primevue/inputnumber'
 import InputText from 'primevue/inputtext'
@@ -1019,7 +1019,7 @@ export default {
     Column,
     DataTable,
     DefaultLayout,
-    Dropdown,
+    Select,
     EmailPrompt,
     EntityLink,
     FileUpload,

From 80266dc01042b6fadbfb1a77823099921d87aca8 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 29 Dec 2025 13:06:39 -0800
Subject: [PATCH 058/157] Replace Primevue Sidebar component with Drawer

---
 src/components/screens/ScoreSetView.vue | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 692b0b3a..7cdf6095 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -360,7 +360,7 @@
     </div>
   </DefaultLayout>
   <div v-if="itemStatus == 'Loaded'" class="card flex justify-content-center">
-    <Sidebar
+    <Drawer
       v-model:visible="isScoreSetVisualizerVisible"
       class="scoreset-viz-sidebar"
       :header="item.title"
@@ -373,7 +373,7 @@
         :scores="variants"
         :uniprot-id="uniprotId"
       />
-    </Sidebar>
+    </Drawer>
   </div>
   <!-- Set z-index to ensure dialog appears above heatmap color legend -->
   <PrimeDialog
@@ -424,7 +424,7 @@ import ProgressSpinner from 'primevue/progressspinner'
 import ProgressBar from 'primevue/progressbar'
 import PrimeDialog from 'primevue/dialog'
 import ScrollPanel from 'primevue/scrollpanel'
-import Sidebar from 'primevue/sidebar'
+import Drawer from 'primevue/drawer'
 import SplitButton from 'primevue/splitbutton'
 import {ref} from 'vue'
 import {mapState} from 'vuex'
@@ -486,7 +486,7 @@ export default {
     ScoreSetProcessingStatus,
     ScoreSetSecondaryMetadata,
     ScrollPanel,
-    Sidebar,
+    Drawer,
     SplitButton,
     TargetGene
   },

From 7f28a8f21e5a63291756b49509fe0bddb15a4f4a Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 29 Dec 2025 15:16:01 -0800
Subject: [PATCH 059/157] Replace ExperimentCreator contributors Chip component
 with AutoComplete

---
 src/components/screens/ExperimentCreator.vue | 59 ++++++++------------
 1 file changed, 23 insertions(+), 36 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index f9c712bd..2767ebce 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -205,30 +205,17 @@
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <Chips
+                        <AutoComplete
                           :id="scopedId('input-contributors')"
-                          ref="contributorsInput"
                           v-model="contributors"
-                          :add-on-blur="true"
-                          :allow-duplicate="false"
-                          :placeholder="contributors?.length > 0 ? '' : 'Type or paste ORCID IDs here.'"
-                          @add="newContributorsAdded"
-                          @keyup.escape="clearContributorSearch"
-                        >
-                          <template #chip="slotProps">
-                            <div>
-                              <div v-if="slotProps.value.givenName || slotProps.value.familyName">
-                                {{ slotProps.value.givenName }} {{ slotProps.value.familyName }} ({{
-                                  slotProps.value.orcidId
-                                }})
-                              </div>
-                              <div v-else>{{ slotProps.value.orcidId }}</div>
-                            </div>
-                            <div>
-                              <i class="pi pi-times-circle" @click="removeContributor(slotProps.value)"></i>
-                            </div>
-                          </template>
-                        </Chips>
+                          fluid
+                          multiple
+                          :option-label="(x) => x.givenName || x.familyName ? `${x.givenName} ${x.familyName} (${x.orcidId})` : x.orcidId"
+                          :typeahead="false"
+                          @blur="updateContributors"
+                          @keyup.space="updateContributors"
+                          @update:model-value="newContributorsAdded"
+                        />
                         <label :for="scopedId('input-contributors')">Contributors</label>
                       </span>
                       <span v-if="validationErrors.contributors" class="mave-field-error">{{
@@ -846,12 +833,6 @@ export default {
     // Contributors
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
-    clearContributorSearch: function () {
-      // This could change with a new PrimeVue version.
-      const input = this.$refs.contributorsInput
-      input.$refs.input.value = ''
-    },
-
     lookupOrcidUser: async function (orcidId) {
       let orcidUser = null
       try {
@@ -862,8 +843,20 @@ export default {
       return orcidUser
     },
 
-    newContributorsAdded: async function (event) {
-      const newContributors = event.value
+    updateContributors: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.contributors.push(currentValue.trim())
+        this.newContributorsAdded()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    newContributorsAdded: async function () {
+      // new contributor values are those that are strings rather than objects
+      const newContributors = this.contributors.filter(_.isString)
 
       // Convert any strings to ORCID users without names. Remove whitespace from new entries.
       this.contributors = this.contributors.map((c) => (_.isString(c) ? {orcidId: c.trim()} : c))
@@ -907,12 +900,6 @@ export default {
       }
     },
 
-    removeContributor: function (contributor) {
-      const index = this.contributors.findIndex(c => c.orcidId === contributor.orcidId)
-      if (index !== -1) {
-        this.contributors.splice(index, 1)
-      }
-    },
     removeRawReadIdentifier: function (rawReadIdentifier) {
       const index = this.rawReadIdentifiers.findIndex(r => r.identifier === rawReadIdentifier.identifier)
       if (index !== -1) {

From ef8e51cce7901d6ee8a5721f29f183c2b1a14a02 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 29 Dec 2025 15:45:36 -0800
Subject: [PATCH 060/157] Replace ExperimentCreator DOI identifiers Chip
 component with AutoComplete

---
 src/components/screens/ExperimentCreator.vue | 48 ++++++++------------
 1 file changed, 20 insertions(+), 28 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 2767ebce..36fcd1b6 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -169,24 +169,17 @@
                   </div>
                   <div class="mavedb-wizard-content field">
                     <span class="p-float-label">
-                      <Chips
+                      <AutoComplete
                         :id="scopedId('input-doiIdentifiers')"
                         ref="doiIdentifiersInput"
                         v-model="doiIdentifiers"
-                        :add-on-blur="true"
-                        :allow-duplicate="false"
-                        @add="acceptNewDoiIdentifier"
-                        @keyup.escape="clearDoiIdentifierSearch"
-                      >
-                        <template #chip="slotProps">
-                          <div>
-                              <span>{{ slotProps.value?.identifier }}</span>
-                          </div>
-                          <div>
-                            <i class="pi pi-times-circle" @click="removeDoiIdentifier(slotProps.value)"></i>
-                          </div>
-                        </template>
-                      </Chips>
+                        :multiple="true"
+                        option-label="identifier"
+                        :typeahead="false"
+                        @blur="updateDoiIdentifiers"
+                        @keyup.space="updateDoiIdentifiers"
+                        @update:model-value="newDoiIdentifiersAdded"
+                      />
                       <label :for="scopedId('input-doiIdentifiers')">DOIs</label>
                     </span>
                     <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
@@ -906,12 +899,6 @@ export default {
         this.rawReadIdentifiers.splice(index, 1)
       }
     },
-    removeDoiIdentifier: function (doiIdentifier) {
-      const index = this.doiIdentifiers.findIndex(d => d.identifier === doiIdentifier.identifier)
-      if (index !== -1) {
-        this.doiIdentifiers.splice(index, 1)
-      }
-    },
 
     suggestionsForAutocomplete: function (suggestions) {
       // The PrimeVue AutoComplete doesn't seem to like it if we set the suggestion list to [].
@@ -969,7 +956,18 @@ export default {
     // Form fields
     ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
-    acceptNewDoiIdentifier: function () {
+    updateDoiIdentifiers: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.doiIdentifiers.push(currentValue.trim())
+        this.newDoiIdentifiersAdded()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    newDoiIdentifiersAdded: function () {
       // Remove new string item from the model and add new structured item in its place if it validates and is not a duplicate.
       const idx = this.doiIdentifiers.findIndex((item) => typeof item === 'string' || item instanceof String)
       if (idx == -1) {
@@ -993,12 +991,6 @@ export default {
       }
     },
 
-    clearDoiIdentifierSearch: function () {
-      // This could change with a new Primevue version.
-      const input = this.$refs.doiIdentifiersInput
-      input.$refs.input.value = ''
-    },
-
     acceptNewPublicationIdentifier: function () {
       // We assume the newest value is the right-most one here. That seems to always be true in this version of Primevue,
       // but that may change in the future.

From 1fa844f4ee9e159592cfd3243f48c35043c7003a Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 29 Dec 2025 17:04:59 -0800
Subject: [PATCH 061/157] Replace ExperimentCreator raw read identifiers Chip
 component with AutoComplete

Also updates styling of publication identifers AutoComplete chips to match the others on this page.
---
 src/components/screens/ExperimentCreator.vue | 62 ++++++++------------
 1 file changed, 25 insertions(+), 37 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 36fcd1b6..0d7d42d3 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -235,20 +235,19 @@
                           :id="scopedId('input-publicationIdentifiers')"
                           ref="publicationIdentifiersInput"
                           v-model="publicationIdentifiers"
-                          class="p-inputwrapper-filled"
                           :multiple="true"
-                          option-label="identifier"
                           :suggestions="publicationIdentifierSuggestionsList"
+                          @blur="clearPublicationIdentifierSearch"
                           @complete="searchPublicationIdentifiers"
                           @keyup.escape="clearPublicationIdentifierSearch"
                           @option-select="acceptNewPublicationIdentifier"
                         >
                           <template #chip="slotProps">
-                            <div class="p-inputchips-chip-item">
-                              {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                              <div>
-                                <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value)"></i>
+                            <div class="p-chip p-component p-autocomplete-chip">
+                              <div class="p-chip-label">
+                                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
                               </div>
+                              <i class="pi pi-times-circle cursor-pointer" @click="removePublicationIdentifier(slotProps.value)"></i>
                             </div>
                           </template>
                           <template #option="slotProps">
@@ -321,24 +320,17 @@
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <Chips
+                        <AutoComplete
                           :id="scopedId('input-rawReadIdentifiers')"
                           ref="rawReadIdentifiersInput"
                           v-model="rawReadIdentifiers"
-                          :add-on-blur="true"
-                          :allow-duplicate="false"
-                          @add="acceptNewRawReadIdentifier"
-                          @keyup.escape="clearRawReadIdentifierSearch"
-                        >
-                          <template #chip="slotProps">
-                            <div>
-                                <span>{{ slotProps.value.identifier }} </span>
-                            </div>
-                            <div>
-                              <i class="pi pi-times-circle" @click="removeRawReadIdentifier(slotProps.value)"></i>
-                            </div>
-                          </template>
-                        </Chips>
+                          :multiple="true"
+                          option-label="identifier"
+                          :typeahead="false"
+                          @blur="updateRawReadIdentifiers"
+                          @keyup.space="updateRawReadIdentifiers"
+                          @update:model-value="newRawReadIdentifiersAdded"
+                        />
                         <label :for="scopedId('input-rawReadIdentifiers')">Raw Read</label>
                       </span>
                       <span v-if="validationErrors.rawReadIdentifiers" class="mave-field-error">{{
@@ -490,7 +482,6 @@ import _ from 'lodash'
 import {marked} from 'marked'
 import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
-import Chips from 'primevue/chips'
 import Dialog from 'primevue/dialog'
 import Select from 'primevue/select'
 import FileUpload from 'primevue/fileupload'
@@ -610,7 +601,6 @@ export default {
   components: {
     AutoComplete,
     Button,
-    Chips,
     DefaultLayout,
     Dialog,
     Select,
@@ -893,13 +883,6 @@ export default {
       }
     },
 
-    removeRawReadIdentifier: function (rawReadIdentifier) {
-      const index = this.rawReadIdentifiers.findIndex(r => r.identifier === rawReadIdentifier.identifier)
-      if (index !== -1) {
-        this.rawReadIdentifiers.splice(index, 1)
-      }
-    },
-
     suggestionsForAutocomplete: function (suggestions) {
       // The PrimeVue AutoComplete doesn't seem to like it if we set the suggestion list to [].
       // This causes the drop-down to stop appearing when we later populate the list.
@@ -1039,7 +1022,18 @@ export default {
       return title.length > 50 ? title.slice(0, 50) + '...' : title
     },
 
-    acceptNewRawReadIdentifier: function () {
+    updateRawReadIdentifiers: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.rawReadIdentifiers.push(currentValue.trim())
+        this.newRawReadIdentifiersAdded()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    newRawReadIdentifiersAdded: function () {
       // Remove new string item from the model and add new structured item in its place if it validates and is not a duplicate.
       const idx = this.rawReadIdentifiers.findIndex((item) => typeof item === 'string' || item instanceof String)
       if (idx == -1) {
@@ -1063,12 +1057,6 @@ export default {
       }
     },
 
-    clearRawReadIdentifierSearch: function () {
-      // This could change with a new Primevue version.
-      const input = this.$refs.rawReadIdentifiersInput
-      input.$refs.input.value = ''
-    },
-
     fileCleared: function (inputName) {
       if (inputName == 'extraMetadataFile') {
         this.extraMetadata = null

From 29ff44cfe2238be28f84fb7063938b15dd65991b Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 30 Dec 2025 08:51:05 -0800
Subject: [PATCH 062/157] Update ExperimentEditor to replace Chips components
 with AutoComplete

---
 src/components/screens/ExperimentEditor.vue | 154 ++++++++++----------
 1 file changed, 76 insertions(+), 78 deletions(-)

diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index fbfb81b9..d3629cc4 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -69,24 +69,17 @@
               </div>
               <div class="field">
                 <span class="p-float-label">
-                  <Chips
+                 <AutoComplete
                     :id="scopedId('input-doiIdentifiers')"
                     ref="doiIdentifiersInput"
                     v-model="doiIdentifiers"
-                    :add-on-blur="true"
-                    :allow-duplicate="false"
-                    @add="acceptNewDoiIdentifier"
-                    @keyup.escape="clearDoiIdentifierSearch"
-                  >
-                    <template #chip="slotProps">
-                      <div>
-                          <span>{{ slotProps.value?.identifier }}</span>
-                      </div>
-                      <div>
-                        <i class="pi pi-times-circle" @click="removeDoiIdentifier(slotProps.value)"></i>
-                      </div>
-                    </template>
-                  </Chips>
+                    :multiple="true"
+                    option-label="identifier"
+                    :typeahead="false"
+                    @blur="updateDoiIdentifiers"
+                    @keyup.space="updateDoiIdentifiers"
+                    @update:model-value="newDoiIdentifiersAdded"
+                  />
                   <label :for="scopedId('input-doiIdentifiers')">DOIs</label>
                 </span>
                 <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
@@ -99,20 +92,19 @@
                     :id="scopedId('input-publicationIdentifiers')"
                     ref="publicationIdentifiersInput"
                     v-model="publicationIdentifiers"
-                    class="p-inputwrapper-filled"
                     :multiple="true"
-                    option-label="identifier"
                     :suggestions="publicationIdentifierSuggestionsList"
+                    @blur="clearPublicationIdentifierSearch"
                     @complete="searchPublicationIdentifiers"
                     @keyup.escape="clearPublicationIdentifierSearch"
                     @option-select="acceptNewPublicationIdentifier"
                   >
                     <template #chip="slotProps">
-                      <div class="p-inputchips-chip-item">
-                        {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                        <div>
-                          <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value)"></i>
+                      <div class="p-chip p-component p-autocomplete-chip">
+                        <div class="p-chip-label">
+                          {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
                         </div>
+                        <i class="pi pi-times-circle cursor-pointer" @click="removePublicationIdentifier(slotProps.value)"></i>
                       </div>
                     </template>
                     <template #option="slotProps">
@@ -159,24 +151,17 @@
               </div>
               <div class="field">
                 <span class="p-float-label">
-                  <Chips
+                  <AutoComplete
                     :id="scopedId('input-rawReadIdentifiers')"
                     ref="rawReadIdentifiersInput"
                     v-model="rawReadIdentifiers"
-                    :add-on-blur="true"
-                    :allow-duplicate="false"
-                    @add="acceptNewRawReadIdentifier"
-                    @keyup.escape="clearRawReadIdentifierSearch"
-                  >
-                    <template #chip="slotProps">
-                      <div>
-                          <span>{{ slotProps.value?.identifier }}</span>
-                      </div>
-                      <div>
-                        <i class="pi pi-times-circle" @click="removeRawReadIdentifier(slotProps.value)"></i>
-                      </div>
-                    </template>
-                  </Chips>
+                    :multiple="true"
+                    option-label="identifier"
+                    :typeahead="false"
+                    @blur="updateRawReadIdentifiers"
+                    @keyup.space="updateRawReadIdentifiers"
+                    @update:model-value="newRawReadIdentifiersAdded"
+                  />
                   <label :for="scopedId('input-rawReadIdentifiers')">Raw Read</label>
                 </span>
                 <span v-if="validationErrors.rawReadIdentifiers" class="mave-field-error">{{
@@ -231,30 +216,17 @@
               </div>
               <div class="field">
                 <span class="p-float-label">
-                  <Chips
+                  <AutoComplete
                     :id="scopedId('input-contributors')"
-                    ref="contributorsInput"
                     v-model="contributors"
-                    :add-on-blur="true"
-                    :allow-duplicate="false"
-                    :placeholder="contributors.length > 0 ? '' : 'Type or paste ORCID IDs here.'"
-                    @add="newContributorsAdded"
-                    @keyup.escape="clearContributorSearch"
-                  >
-                    <template #chip="slotProps">
-                      <div>
-                        <div v-if="slotProps.value.givenName || slotProps.value.familyName">
-                          {{ slotProps.value.givenName }} {{ slotProps.value.familyName }} ({{
-                            slotProps.value.orcidId
-                          }})
-                        </div>
-                        <div v-else>{{ slotProps.value.orcidId }}</div>
-                      </div>
-                      <div>
-                        <i class="pi pi-times-circle" @click="removeContributor(slotProps.value)"></i>
-                      </div>
-                    </template>
-                  </Chips>
+                    fluid
+                    multiple
+                    :option-label="(x) => x.givenName || x.familyName ? `${x.givenName} ${x.familyName} (${x.orcidId})` : x.orcidId"
+                    :typeahead="false"
+                    @blur="updateContributors"
+                    @keyup.space="updateContributors"
+                    @update:model-value="newContributorsAdded"
+                  />
                   <label :for="scopedId('input-contributors')">Contributors</label>
                 </span>
                 <span v-if="validationErrors.contributors" class="mave-field-error">{{
@@ -719,12 +691,6 @@ export default {
     // Contributors
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
-    clearContributorSearch: function () {
-      // This could change with a new PrimeVue version.
-      const input = this.$refs.contributorsInput
-      input.$refs.input.value = ''
-    },
-
     lookupOrcidUser: async function (orcidId) {
       let orcidUser = null
       try {
@@ -735,8 +701,20 @@ export default {
       return orcidUser
     },
 
-    newContributorsAdded: async function (event) {
-      const newContributors = event.value
+    updateContributors: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.contributors.push(currentValue.trim())
+        this.newContributorsAdded()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    newContributorsAdded: async function () {
+      // new contributor values are those that are strings rather than objects
+      const newContributors = this.contributors.filter(_.isString)
 
       // Convert any strings to ORCID users without names. Remove whitespace from new entries.
       this.contributors = this.contributors.map((c) => (_.isString(c) ? {orcidId: c.trim()} : c))
@@ -793,7 +771,18 @@ export default {
     // Form fields
     ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
-    acceptNewDoiIdentifier: function () {
+    updateDoiIdentifiers: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.doiIdentifiers.push(currentValue.trim())
+        this.newDoiIdentifiersAdded()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    newDoiIdentifiersAdded: function () {
       // Remove new string item from the model and add new structured item in its place if it validates and is not a duplicate.
       const idx = this.doiIdentifiers.findIndex((item) => typeof item === 'string' || item instanceof String)
       if (idx == -1) {
@@ -817,10 +806,14 @@ export default {
       }
     },
 
-    clearDoiIdentifierSearch: function () {
-      // This could change with a new Primevue version.
-      const input = this.$refs.doiIdentifiersInput
-      input.$refs.input.value = ''
+    updatePublicationIdentifiers: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.publicationIdentifiers.push(currentValue.trim())
+        this.acceptNewPublicationIdentifier()
+        // clear the input field
+        event.target.value = ''
+      }
     },
 
     acceptNewPublicationIdentifier: function () {
@@ -890,7 +883,18 @@ export default {
       }
     },
 
-    acceptNewRawReadIdentifier: function () {
+    updateRawReadIdentifiers: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.rawReadIdentifiers.push(currentValue.trim())
+        this.addNewRawReadIdentifier()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    addNewRawReadIdentifier: function () {
       // Remove new string item from the model and add new structured item in its place if it validates and is not a duplicate.
       const idx = this.rawReadIdentifiers.findIndex((item) => typeof item === 'string' || item instanceof String)
       if (idx == -1) {
@@ -914,12 +918,6 @@ export default {
       }
     },
 
-    clearRawReadIdentifierSearch: function () {
-      // This could change with a new Primevue version.
-      const input = this.$refs.rawReadIdentifiersInput
-      input.$refs.input.value = ''
-    },
-
     fileCleared: function (inputName) {
       if (inputName == 'extraMetadataFile') {
         this.extraMetadata = null

From 47ff830d078ab09e88f4e583e607c816a0f1b4d4 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 30 Dec 2025 09:00:27 -0800
Subject: [PATCH 063/157] Restore previous escape behavior on ExperimentCreator
 and ExperimentEditor AutoComplete components

---
 src/components/screens/ExperimentCreator.vue | 21 ++++++++++----------
 src/components/screens/ExperimentEditor.vue  | 20 ++++++++++---------
 2 files changed, 22 insertions(+), 19 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 0d7d42d3..71304d18 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -171,12 +171,12 @@
                     <span class="p-float-label">
                       <AutoComplete
                         :id="scopedId('input-doiIdentifiers')"
-                        ref="doiIdentifiersInput"
                         v-model="doiIdentifiers"
                         :multiple="true"
                         option-label="identifier"
                         :typeahead="false"
                         @blur="updateDoiIdentifiers"
+                        @keyup.escape="clearAutoCompleteInput"
                         @keyup.space="updateDoiIdentifiers"
                         @update:model-value="newDoiIdentifiersAdded"
                       />
@@ -206,6 +206,7 @@
                           :option-label="(x) => x.givenName || x.familyName ? `${x.givenName} ${x.familyName} (${x.orcidId})` : x.orcidId"
                           :typeahead="false"
                           @blur="updateContributors"
+                          @keyup.escape="clearAutoCompleteInput"
                           @keyup.space="updateContributors"
                           @update:model-value="newContributorsAdded"
                         />
@@ -233,13 +234,12 @@
                       <span class="p-float-label">
                         <AutoComplete
                           :id="scopedId('input-publicationIdentifiers')"
-                          ref="publicationIdentifiersInput"
                           v-model="publicationIdentifiers"
                           :multiple="true"
                           :suggestions="publicationIdentifierSuggestionsList"
-                          @blur="clearPublicationIdentifierSearch"
+                          @blur="clearAutoCompleteInput"
                           @complete="searchPublicationIdentifiers"
-                          @keyup.escape="clearPublicationIdentifierSearch"
+                          @keyup.escape="clearAutoCompleteInput"
                           @option-select="acceptNewPublicationIdentifier"
                         >
                           <template #chip="slotProps">
@@ -328,6 +328,7 @@
                           option-label="identifier"
                           :typeahead="false"
                           @blur="updateRawReadIdentifiers"
+                          @keyup.escape="clearAutoCompleteInput"
                           @keyup.space="updateRawReadIdentifiers"
                           @update:model-value="newRawReadIdentifiersAdded"
                         />
@@ -812,6 +813,12 @@ export default {
   },
 
   methods: {
+    clearAutoCompleteInput: function(event) {
+      if (event.target) {
+        event.target.value = ''
+      }
+    },
+
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
     // Contributors
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -1004,12 +1011,6 @@ export default {
       }
     },
 
-    clearPublicationIdentifierSearch: function () {
-      // This could change with a new Primevue version.
-      const input = this.$refs.publicationIdentifiersInput
-      input.$refs.focusInput.value = ''
-    },
-
     searchPublicationIdentifiers: function (event) {
       const searchText = (event.query || '').trim()
       if (searchText.length > 0) {
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index d3629cc4..814b6979 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -77,6 +77,7 @@
                     option-label="identifier"
                     :typeahead="false"
                     @blur="updateDoiIdentifiers"
+                    @keyup.escape="clearAutoCompleteInput"
                     @keyup.space="updateDoiIdentifiers"
                     @update:model-value="newDoiIdentifiersAdded"
                   />
@@ -90,13 +91,12 @@
                 <span class="p-float-label">
                   <AutoComplete
                     :id="scopedId('input-publicationIdentifiers')"
-                    ref="publicationIdentifiersInput"
                     v-model="publicationIdentifiers"
                     :multiple="true"
                     :suggestions="publicationIdentifierSuggestionsList"
-                    @blur="clearPublicationIdentifierSearch"
+                    @blur="clearAutoCompleteInput"
                     @complete="searchPublicationIdentifiers"
-                    @keyup.escape="clearPublicationIdentifierSearch"
+                    @keyup.escape="clearAutoCompleteInput"
                     @option-select="acceptNewPublicationIdentifier"
                   >
                     <template #chip="slotProps">
@@ -159,6 +159,7 @@
                     option-label="identifier"
                     :typeahead="false"
                     @blur="updateRawReadIdentifiers"
+                    @keyup.escape="clearAutoCompleteInput"
                     @keyup.space="updateRawReadIdentifiers"
                     @update:model-value="newRawReadIdentifiersAdded"
                   />
@@ -224,6 +225,7 @@
                     :option-label="(x) => x.givenName || x.familyName ? `${x.givenName} ${x.familyName} (${x.orcidId})` : x.orcidId"
                     :typeahead="false"
                     @blur="updateContributors"
+                    @keyup.escape="clearAutoCompleteInput"
                     @keyup.space="updateContributors"
                     @update:model-value="newContributorsAdded"
                   />
@@ -687,6 +689,12 @@ export default {
   },
 
   methods: {
+    clearAutoCompleteInput: function(event) {
+      if (event.target) {
+        event.target.value = ''
+      }
+    },
+
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
     // Contributors
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -865,12 +873,6 @@ export default {
       }
     },
 
-    clearPublicationIdentifierSearch: function () {
-      // This could change with a new Primevue version.
-      const input = this.$refs.publicationIdentifiersInput
-      input.$refs.focusInput.value = ''
-    },
-
     truncatePublicationTitle: function (title) {
       return title.length > 50 ? title.slice(0, 50) + '...' : title
     },

From a5a52339207d95a80fcb0eab362c98d25c8209e8 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 30 Dec 2025 09:57:32 -0800
Subject: [PATCH 064/157] Replace Chips components with AutoComplete on
 ScoreSetCreator and ScoreSetEditor

---
 src/components/screens/ScoreSetCreator.vue | 118 ++++++++++-----------
 src/components/screens/ScoreSetEditor.vue  |  95 +++++++++--------
 2 files changed, 109 insertions(+), 104 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 26fc91d1..e81501e4 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -435,30 +435,18 @@
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <Chips
+                        <AutoComplete
                           :id="scopedId('input-contributors')"
-                          ref="contributorsInput"
                           v-model="contributors"
-                          :add-on-blur="true"
-                          :allow-duplicate="false"
-                          :placeholder="contributors?.length > 0 ? '' : 'Type or paste ORCID IDs here.'"
-                          @add="newContributorsAdded"
-                          @keyup.escape="clearContributorSearch"
-                        >
-                          <template #chip="slotProps">
-                            <div>
-                              <div v-if="slotProps.value.givenName || slotProps.value.familyName">
-                                {{ slotProps.value.givenName }} {{ slotProps.value.familyName }} ({{
-                                  slotProps.value.orcidId
-                                }})
-                              </div>
-                              <div v-else>{{ slotProps.value.orcidId }}</div>
-                            </div>
-                            <div>
-                              <i class="pi pi-times-circle" @click="removeContributor(slotProps.value)"></i>
-                            </div>
-                          </template>
-                        </Chips>
+                          fluid
+                          multiple
+                          :option-label="(x) => x.givenName || x.familyName ? `${x.givenName} ${x.familyName} (${x.orcidId})` : x.orcidId"
+                          :typeahead="false"
+                          @blur="updateContributors"
+                          @keyup.escape="clearAutoCompleteInput"
+                          @keyup.space="updateContributors"
+                          @update:model-value="newContributorsAdded"
+                        />
                         <label :for="scopedId('input-contributors')">Contributors</label>
                       </span>
                       <span v-if="validationErrors.contributors" class="mave-field-error">{{
@@ -478,22 +466,17 @@
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <Chips
+                        <AutoComplete
                           :id="scopedId('input-doiIdentifiers')"
                           v-model="doiIdentifiers"
-                          :add-on-blur="true"
-                          :allow-duplicate="false"
-                          @add="acceptNewDoiIdentifier"
-                        >
-                          <template #chip="slotProps">
-                            <div>
-                              <div>{{ slotProps.value.identifier }}</div>
-                            </div>
-                            <div>
-                              <i class="pi pi-times-circle" @click="removeDoiIdentifier(slotProps.value)"></i>
-                            </div>
-                          </template>
-                        </Chips>
+                          :multiple="true"
+                          option-label="identifier"
+                          :typeahead="false"
+                          @blur="updateDoiIdentifiers"
+                          @keyup.escape="clearAutoCompleteInput"
+                          @keyup.space="updateDoiIdentifiers"
+                          @update:model-value="newDoiIdentifiersAdded"
+                        />
                         <label :for="scopedId('input-doiIdentifiers')">DOI identifiers</label>
                       </span>
                       <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
@@ -515,24 +498,22 @@
                     </div>
                     <div class="mavedb-wizard-content field">
                       <span class="p-float-label">
-                        <AutoComplete
+                         <AutoComplete
                           :id="scopedId('input-publicationIdentifiers')"
-                          ref="publicationIdentifiersInput"
                           v-model="publicationIdentifiers"
-                          class="p-inputwrapper-filled"
                           :multiple="true"
-                          option-label="identifier"
                           :suggestions="publicationIdentifierSuggestionsList"
+                          @blur="clearAutoCompleteInput"
                           @complete="searchPublicationIdentifiers"
-                          @keyup.escape="clearPublicationIdentifierSearch"
+                          @keyup.escape="clearAutoCompleteInput"
                           @option-select="acceptNewPublicationIdentifier"
                         >
                           <template #chip="slotProps">
-                            <div class="p-inputchips-chip-item">
-                              {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                              <div>
-                                <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value)"></i>
+                            <div class="p-chip p-component p-autocomplete-chip">
+                              <div class="p-chip-label">
+                                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
                               </div>
+                              <i class="pi pi-times-circle cursor-pointer" @click="removePublicationIdentifier(slotProps.value)"></i>
                             </div>
                           </template>
                           <template #option="slotProps">
@@ -1872,16 +1853,16 @@ export default {
   },
 
   methods: {
+    clearAutoCompleteInput: function(event) {
+      if (event.target) {
+        event.target.value = ''
+      }
+    },
+
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
     // Contributors
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
-    clearContributorSearch: function () {
-      // This could change with a new PrimeVue version.
-      const input = this.$refs.contributorsInput
-      input.$refs.input.value = ''
-    },
-
     lookupOrcidUser: async function (orcidId) {
       let orcidUser = null
       try {
@@ -1892,8 +1873,20 @@ export default {
       return orcidUser
     },
 
-    newContributorsAdded: async function (event) {
-      const newContributors = event.value
+    updateContributors: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.contributors.push(currentValue.trim())
+        this.newContributorsAdded()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    newContributorsAdded: async function () {
+      // new contributor values are those that are strings rather than objects
+      const newContributors = this.contributors.filter(_.isString)
 
       // Convert any strings to ORCID users without names. Remove whitespace from new entries.
       this.contributors = this.contributors.map((c) => (_.isString(c) ? {orcidId: c.trim()} : c))
@@ -2245,7 +2238,18 @@ export default {
       this.externalIdentifierTextToObject(dbName, targetIdx, event)
     },
 
-    acceptNewDoiIdentifier: function () {
+    updateDoiIdentifiers: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.doiIdentifiers.push(currentValue.trim())
+        this.newDoiIdentifiersAdded()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    newDoiIdentifiersAdded: function () {
       // Remove new string item from the model and add new structured item in its place if it validates and is not a duplicate.
       const idx = this.doiIdentifiers.findIndex((item) => typeof item === 'string' || item instanceof String)
       if (idx == -1) {
@@ -2312,12 +2316,6 @@ export default {
       }
     },
 
-    clearPublicationIdentifierSearch: function () {
-      // This could change with a new Primevue version.
-      const input = this.$refs.publicationIdentifiersInput
-      input.$refs.focusInput.value = ''
-    },
-
     searchPublicationIdentifiers: function (event) {
       const searchText = (event.query || '').trim()
       if (searchText.length > 0) {
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index a243bcd1..aa9ed0b7 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -125,27 +125,18 @@
               </div>
               <div class="field">
                 <span class="p-float-label">
-                  <Chips
+                  <AutoComplete
                     :id="scopedId('input-contributors')"
-                    ref="contributorsInput"
                     v-model="contributors"
-                    :add-on-blur="true"
-                    :allow-duplicate="false"
-                    placeholder="Type or paste ORCID IDs here."
-                    @add="newContributorsAdded"
-                    @keyup.escape="clearContributorSearch"
-                  >
-                    <template #chip="slotProps">
-                      <div>
-                        <div v-if="slotProps.value.givenName || slotProps.value.familyName">
-                          {{ slotProps.value.givenName }} {{ slotProps.value.familyName }} ({{
-                            slotProps.value.orcidId
-                          }})
-                        </div>
-                        <div v-else>{{ slotProps.value.orcidId }}</div>
-                      </div>
-                    </template>
-                  </Chips>
+                    fluid
+                    multiple
+                    :option-label="(x) => x.givenName || x.familyName ? `${x.givenName} ${x.familyName} (${x.orcidId})` : x.orcidId"
+                    :typeahead="false"
+                    @blur="updateContributors"
+                    @keyup.escape="clearAutoCompleteInput"
+                    @keyup.space="updateContributors"
+                    @update:model-value="newContributorsAdded"
+                  />
                   <label :for="scopedId('input-contributors')">Contributors</label>
                 </span>
                 <span v-if="validationErrors.contributors" class="mave-field-error">{{
@@ -184,24 +175,17 @@
                 </div>
                 <div class="field">
                   <span class="p-float-label">
-                    <Chips
+                    <AutoComplete
                       :id="scopedId('input-doiIdentifiers')"
-                      ref="doiIdentifiersInput"
                       v-model="doiIdentifiers"
-                      :add-on-blur="true"
-                      :allow-duplicate="false"
-                      @add="acceptNewDoiIdentifier"
-                      @keyup.escape="clearDoiIdentifierSearch"
-                    >
-                      <template #chip="slotProps">
-                        <div>
-                          <div>{{ slotProps.value.identifier }}</div>
-                        </div>
-                        <div>
-                          <i class="pi pi-times-circle" @click="removeDoiIdentifier(slotProps.value)"></i>
-                        </div>
-                      </template>
-                    </Chips>
+                      :multiple="true"
+                      option-label="identifier"
+                      :typeahead="false"
+                      @blur="updateDoiIdentifiers"
+                      @keyup.escape="clearAutoCompleteInput"
+                      @keyup.space="updateDoiIdentifiers"
+                      @update:model-value="newDoiIdentifiersAdded"
+                    />
                     <label :for="scopedId('input-doiIdentifiers')">DOIs</label>
                   </span>
                   <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
@@ -1315,16 +1299,16 @@ export default {
   },
 
   methods: {
+    clearAutoCompleteInput: function(event) {
+      if (event.target) {
+        event.target.value = ''
+      }
+    },
+
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
     // Contributors
     //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
-    clearContributorSearch: function () {
-      // This could change with a new PrimeVue version.
-      const input = this.$refs.contributorsInput
-      input.$refs.input.value = ''
-    },
-
     lookupOrcidUser: async function (orcidId) {
       let orcidUser = null
       try {
@@ -1335,8 +1319,20 @@ export default {
       return orcidUser
     },
 
-    newContributorsAdded: async function (event) {
-      const newContributors = event.value
+    updateContributors: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.contributors.push(currentValue.trim())
+        this.newContributorsAdded()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    newContributorsAdded: async function () {
+      // new contributor values are those that are strings rather than objects
+      const newContributors = this.contributors.filter(_.isString)
 
       // Convert any strings to ORCID users without names. Remove whitespace from new entries.
       this.contributors = this.contributors.map((c) => (_.isString(c) ? {orcidId: c.trim()} : c))
@@ -1539,7 +1535,18 @@ export default {
       })
     },
 
-    acceptNewDoiIdentifier: function () {
+    updateDoiIdentifiers: function (event) {
+      const currentValue = event.target?.value
+      if (currentValue && currentValue.trim() != '') {
+        this.doiIdentifiers.push(currentValue.trim())
+        this.newDoiIdentifiersAdded()
+
+        // clear the input field
+        event.target.value = ''
+      }
+    },
+
+    newDoiIdentifiersAdded: function () {
       // Remove new string item from the model and add new structured item in its place if it validates and is not a duplicate.
       const idx = this.doiIdentifiers.findIndex((item) => typeof item === 'string' || item instanceof String)
       if (idx == -1) {

From a540f6585fa5bd80a84f33de51dae04e6517f656 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 30 Dec 2025 11:21:44 -0800
Subject: [PATCH 065/157] Remove unused imports

---
 src/components/screens/ExperimentEditor.vue | 2 --
 src/components/screens/ScoreSetCreator.vue  | 2 --
 src/components/screens/ScoreSetEditor.vue   | 2 --
 3 files changed, 6 deletions(-)

diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 814b6979..4b986ab9 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -390,7 +390,6 @@ import {marked} from 'marked'
 import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Card from 'primevue/card'
-import Chips from 'primevue/chips'
 import Dialog from 'primevue/dialog'
 import Select from 'primevue/select'
 import Multiselect from 'primevue/multiselect'
@@ -506,7 +505,6 @@ export default {
     AutoComplete,
     Button,
     Card,
-    Chips,
     Dialog,
     Select,
     Multiselect,
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index e81501e4..0416b97b 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -1417,7 +1417,6 @@ import _ from 'lodash'
 import {marked} from 'marked'
 import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
-import Chips from 'primevue/chips'
 import Select from 'primevue/select'
 import FileUpload from 'primevue/fileupload'
 import InputNumber from 'primevue/inputnumber'
@@ -1493,7 +1492,6 @@ export default {
     AutoComplete,
     Button,
     CalibrationEditor,
-    Chips,
     DefaultLayout,
     Select,
     EmailPrompt,
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index aa9ed0b7..7ba6890e 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -936,7 +936,6 @@ import {marked} from 'marked'
 import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Card from 'primevue/card'
-import Chips from 'primevue/chips'
 import Column from 'primevue/column'
 import DataTable from 'primevue/datatable'
 import Select from 'primevue/select'
@@ -999,7 +998,6 @@ export default {
     AutoComplete,
     Button,
     Card,
-    Chips,
     Column,
     DataTable,
     DefaultLayout,

From ff816d953363078459455e962f6ca1a8cc9a10a7 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 30 Dec 2025 11:22:39 -0800
Subject: [PATCH 066/157] Replace Chips component with AutoComplete on
 CollectionDataSetEditor

---
 src/components/CollectionDataSetEditor.vue | 49 ++++++++++++----------
 1 file changed, 26 insertions(+), 23 deletions(-)

diff --git a/src/components/CollectionDataSetEditor.vue b/src/components/CollectionDataSetEditor.vue
index 2fe50a3a..570ff1bd 100644
--- a/src/components/CollectionDataSetEditor.vue
+++ b/src/components/CollectionDataSetEditor.vue
@@ -33,24 +33,16 @@
           <Column field="title" header="Title"></Column>
         </DataTable>
         <div class="flex gap-2">
-          <Chips
+          <AutoComplete
             v-model="unvalidatedUrnsToAdd"
-            :add-on-blur="true"
-            :allow-duplicate="false"
             class="flex-auto p-fluid"
-            placeholder="Type or paste comma-separated URNs"
-            separator=" "
-            @keyup.escape="unvalidatedUrnsToAdd = []"
-          >
-            <template #chip="slotProps">
-              <div>
-                  <span>{{ slotProps.value }}</span>
-              </div>
-              <div>
-                <i class="pi pi-times-circle" @click="removeUnvalidatedUrnsToAdd(slotProps.value)"></i>
-              </div>
-            </template>
-          </Chips>
+            :multiple="true"
+            :placeholder="unvalidatedUrnsToAdd.length ? '' : 'Type or paste comma-separated URNs'"
+            :pt="{overlay: (options) => ({class: ['invisible']})}"
+            @keyup.,="newUnvalidatedUrnToAdd"
+            @keyup.escape="clearAutoCompleteInput"
+            @keyup.space="newUnvalidatedUrnToAdd"
+          />
           <Button
             class="flex-none mavedb-collection-add-data-set-button"
             icon="pi pi-plus"
@@ -81,9 +73,9 @@
 
 <script>
 import axios from 'axios'
-import _, { remove } from 'lodash'
+import _ from 'lodash'
+import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
-import Chips from 'primevue/chips'
 import Column from 'primevue/column'
 import DataTable from 'primevue/datatable'
 import Dialog from 'primevue/dialog'
@@ -96,7 +88,7 @@ import EmailPrompt from '@/components/common/EmailPrompt.vue'
 export default {
   name: 'CollectionDataSetEditor',
 
-  components: {Button, Chips, Column, DataTable, Dialog, EmailPrompt, Message},
+  components: {AutoComplete, Button, Column, DataTable, Dialog, EmailPrompt, Message},
 
   props: {
     collectionUrn: {
@@ -178,6 +170,21 @@ export default {
   },
 
   methods: {
+    clearAutoCompleteInput: function (event) {
+      if (event.target) {
+        event.target.value = ''
+      }
+    },
+
+    newUnvalidatedUrnToAdd: function (event) {
+      const val = (event.target?.value || '').replace(',', '').trim()
+      if (val !== '') {
+        if (!this.unvalidatedUrnsToAdd.includes(val)) {
+          this.unvalidatedUrnsToAdd.push(val)
+        }
+      }
+      event.target.value = ''
+    },
     rowStyle: function (data) {
       if (this.urnsToRemove.includes(data.urn)) {
         return {backgroundColor: '#ffcccb'} // Light red
@@ -196,10 +203,6 @@ export default {
       }
     },
 
-    removeUnvalidatedUrnsToAdd: function (urn) {
-      _.remove(this.unvalidatedUrnsToAdd, (item) => item === urn)
-    },
-
     saveChanges: async function () {
       if (this.unvalidatedUrnsToAdd.length > 0) {
         this.unpreparedChangesDialogVisible = true

From 6c0fff6575001f3915156d564bb3d45d7fb838e5 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 25 Nov 2025 16:31:54 -0800
Subject: [PATCH 067/157] chore: update types for api changes

---
 src/schema/openapi.d.ts | 585 +++++++++++++++++++++++++++-------------
 1 file changed, 402 insertions(+), 183 deletions(-)

diff --git a/src/schema/openapi.d.ts b/src/schema/openapi.d.ts
index 4c96869e..12a80f06 100644
--- a/src/schema/openapi.d.ts
+++ b/src/schema/openapi.d.ts
@@ -447,6 +447,57 @@ export interface paths {
     /**
      * Modify Score Calibration Route
      * @description Modify an existing score calibration by its URN.
+     *
+     * This endpoint supports two different request formats to accommodate various client needs:
+     *
+     * ## Method 1: JSON Request Body (application/json)
+     * Send calibration update data as a standard JSON request body. This method is ideal for
+     * modifying calibrations without file uploads.
+     *
+     * **Content-Type**: `application/json`
+     *
+     * **Example**:
+     * ```json
+     * {
+     *     "score_set_urn": "urn:mavedb:0000000X-X-X",
+     *     "title": "Updated Calibration Title",
+     *     "description": "Updated functional score calibration",
+     *     "baseline_score": 1.0
+     * }
+     * ```
+     *
+     * ## Method 2: Multipart Form Data (multipart/form-data)
+     * Send calibration update data as JSON in a form field, optionally with file uploads.
+     * This method is required when uploading new classification files.
+     *
+     * **Content-Type**: `multipart/form-data`
+     *
+     * **Form Fields**:
+     * - `calibration_json` (string, required): JSON string containing the calibration update data
+     * - `classes_file` (file, optional): CSV file containing updated variant classifications
+     *
+     * **Example**:
+     * ```bash
+     * curl -X PUT "/api/v1/score-calibrations/{urn}" \
+     *      -H "Authorization: Bearer your-token" \
+     *      -F 'calibration_json={"score_set_urn":"urn:mavedb:0000000X-X-X","title":"My Calibration","description":"Functional score calibration","baseline_score":"1.0"}' \
+     *      -F 'classes_file=@updated_variant_classes.csv'
+     * ```
+     *
+     * ## Requirements
+     * - User must have update permission on the calibration
+     * - If changing the score_set_urn, user must have permission on the new score set
+     * - All fields in the update are optional - only provided fields will be modified
+     *
+     * ## File Upload Details
+     * The `classes_file` parameter accepts CSV files containing updated variant classification data.
+     * If provided, this will replace the existing classification data for the calibration.
+     * The file should have appropriate headers and follow the expected format for variant
+     * classifications within the associated score set.
+     *
+     * ## Response
+     * Returns the updated score calibration with all modifications applied and any new
+     * classification data from the uploaded file.
      */
     put: operations["modify_score_calibration_route_api_v1_score_calibrations__urn__put"];
     /**
@@ -474,8 +525,53 @@ export interface paths {
      * Create Score Calibration Route
      * @description Create a new score calibration.
      *
-     * The score set URN must be provided to associate the calibration with an existing score set.
-     * The user must have write permission on the associated score set.
+     * This endpoint supports two different request formats to accommodate various client needs:
+     *
+     * ## Method 1: JSON Request Body (application/json)
+     * Send calibration data as a standard JSON request body. This method is ideal for
+     * creating calibrations without file uploads.
+     *
+     * **Content-Type**: `application/json`
+     *
+     * **Example**:
+     * ```json
+     * {
+     *     "score_set_urn": "urn:mavedb:0000000X-X-X",
+     *     "title": "My Calibration",
+     *     "description": "Functional score calibration",
+     *     "baseline_score": 1.0
+     * }
+     * ```
+     *
+     * ## Method 2: Multipart Form Data (multipart/form-data)
+     * Send calibration data as JSON in a form field, optionally with file uploads.
+     * This method is required when uploading classification files.
+     *
+     * **Content-Type**: `multipart/form-data`
+     *
+     * **Form Fields**:
+     * - `calibration_json` (string, required): JSON string containing the calibration data
+     * - `classes_file` (file, optional): CSV file containing variant classifications
+     *
+     * **Example**:
+     * ```bash
+     * curl -X POST "/api/v1/score-calibrations/" \
+     *      -H "Authorization: Bearer your-token" \
+     *      -F 'calibration_json={"score_set_urn":"urn:mavedb:0000000X-X-X","title":"My Calibration","description":"Functional score calibration","baseline_score":"1.0"}' \
+     *      -F 'classes_file=@variant_classes.csv'
+     * ```
+     *
+     * ## Requirements
+     * - The score set URN must be provided to associate the calibration with an existing score set
+     * - User must have write permission on the associated score set
+     * - If uploading a classes_file, it must be a valid CSV with variant classification data
+     *
+     * ## File Upload Details
+     * The `classes_file` parameter accepts CSV files containing variant classification data.
+     * The file should have appropriate headers and contain columns for variant urns and class names.
+     *
+     * ## Response
+     * Returns the created score calibration with its generated URN and associated score set information.
      */
     post: operations["create_score_calibration_route_api_v1_score_calibrations__post"];
   };
@@ -571,9 +667,9 @@ export interface paths {
      *     The index to start from. If None, starts from the beginning.
      * limit : Optional[int]
      *     The maximum number of variants to return. If None, returns all variants.
-     * namespaces: List[Literal["scores", "counts"]]
+     * namespaces: List[Literal["scores", "counts", "vep", "gnomad"]]
      *     The namespaces of all columns except for accession, hgvs_nt, hgvs_pro, and hgvs_splice.
-     *     We may add ClinVar and gnomAD in the future.
+     *     We may add ClinVar in the future.
      * drop_na_columns : bool, optional
      *     Whether to drop columns that contain only NA values. Defaults to False.
      * db : Session
@@ -1165,6 +1261,16 @@ export interface components {
       points?: number | null;
       /** Recordtype */
       recordType?: string;
+      /**
+       * Creationdate
+       * Format: date
+       */
+      creationDate: string;
+      /**
+       * Modificationdate
+       * Format: date
+       */
+      modificationDate: string;
     };
     /**
      * ACMGClassificationCreate
@@ -1176,16 +1282,6 @@ export interface components {
       /** Points */
       points?: number | null;
     };
-    /**
-     * ACMGClassificationModify
-     * @description Model used to modify an existing ACMG classification.
-     */
-    ACMGClassificationModify: {
-      criterion?: components["schemas"]["ACMGCriterion"] | null;
-      evidenceStrength?: components["schemas"]["StrengthOfEvidenceProvided"] | null;
-      /** Points */
-      points?: number | null;
-    };
     /**
      * ACMGCriterion
      * @description Enum for ACMG criteria codes.
@@ -1430,6 +1526,32 @@ export interface components {
       /** Version */
       version: string;
     };
+    /** Body_create_score_calibration_route_api_v1_score_calibrations__post */
+    Body_create_score_calibration_route_api_v1_score_calibrations__post: {
+      /**
+       * Classes File
+       * @description CSV file containing variant classifications. This file must contain two columns: 'variant_urn' and 'class_name'.
+       */
+      classes_file?: string | null;
+      /**
+       * Item
+       * @description JSON data for the request
+       */
+      item?: string;
+    };
+    /** Body_modify_score_calibration_route_api_v1_score_calibrations__urn__put */
+    Body_modify_score_calibration_route_api_v1_score_calibrations__urn__put: {
+      /**
+       * Classes File
+       * @description CSV file containing variant classifications. This file must contain two columns: 'variant_urn' and 'class_name'.
+       */
+      classes_file?: string | null;
+      /**
+       * Item
+       * @description JSON data for the request
+       */
+      item?: string;
+    };
     /** Body_update_score_set_with_variants_api_v1_score_sets_with_variants__urn__patch */
     Body_update_score_set_with_variants_api_v1_score_sets_with_variants__urn__patch: {
       /** Counts File */
@@ -2582,7 +2704,7 @@ export interface components {
       /** Processingstate */
       processingState?: string | null;
       /** Officialcollections */
-      officialCollections: components["schemas"]["OfficialCollection"][];
+      officialCollections: components["schemas"]["mavedb__view_models__score_set__OfficialCollection"][];
     };
     /**
      * ExperimentControlledKeyword
@@ -2991,106 +3113,30 @@ export interface components {
       featureContext: components["schemas"]["MappableConcept"];
     };
     /**
-     * FunctionalRange
-     * @description Complete functional range model returned by the API.
-     */
-    FunctionalRange: {
-      /** Label */
-      label: string;
-      /** Description */
-      description?: string | null;
-      /**
-       * Classification
-       * @default not_specified
-       * @enum {string}
-       */
-      classification?: "normal" | "abnormal" | "not_specified";
-      /** Range */
-      range: [number | null, number | null];
-      /**
-       * Inclusivelowerbound
-       * @default true
-       */
-      inclusiveLowerBound?: boolean;
-      /**
-       * Inclusiveupperbound
-       * @default false
-       */
-      inclusiveUpperBound?: boolean;
-      acmgClassification?: components["schemas"]["ACMGClassification"] | null;
-      /** Oddspathsratio */
-      oddspathsRatio?: number | null;
-      /** Positivelikelihoodratio */
-      positiveLikelihoodRatio?: number | null;
-      /** Recordtype */
-      recordType?: string;
-    };
-    /**
-     * FunctionalRangeCreate
+     * FunctionalClassificationCreate
      * @description Model used to create a new functional range.
      */
-    FunctionalRangeCreate: {
+    FunctionalClassificationCreate: {
       /** Label */
       label: string;
       /** Description */
       description?: string | null;
-      /**
-       * Classification
-       * @default not_specified
-       * @enum {string}
-       */
-      classification?: "normal" | "abnormal" | "not_specified";
+      /** @default not_specified */
+      functionalClassification?: components["schemas"]["mavedb__models__enums__functional_classification__FunctionalClassification"];
       /** Range */
-      range: [number | null, number | null];
-      /**
-       * Inclusivelowerbound
-       * @default true
-       */
-      inclusiveLowerBound?: boolean;
-      /**
-       * Inclusiveupperbound
-       * @default false
-       */
-      inclusiveUpperBound?: boolean;
+      range?: ([number | null, number | null]) | null;
+      /** Class */
+      class?: string | null;
+      /** Inclusivelowerbound */
+      inclusiveLowerBound?: boolean | null;
+      /** Inclusiveupperbound */
+      inclusiveUpperBound?: boolean | null;
       acmgClassification?: components["schemas"]["ACMGClassificationCreate"] | null;
       /** Oddspathsratio */
       oddspathsRatio?: number | null;
       /** Positivelikelihoodratio */
       positiveLikelihoodRatio?: number | null;
     };
-    /**
-     * FunctionalRangeModify
-     * @description Model used to modify an existing functional range.
-     */
-    FunctionalRangeModify: {
-      /** Label */
-      label: string;
-      /** Description */
-      description?: string | null;
-      /**
-       * Classification
-       * @default not_specified
-       * @enum {string}
-       */
-      classification?: "normal" | "abnormal" | "not_specified";
-      /** Range */
-      range: [number | null, number | null];
-      /**
-       * Inclusivelowerbound
-       * @default true
-       */
-      inclusiveLowerBound?: boolean;
-      /**
-       * Inclusiveupperbound
-       * @default false
-       */
-      inclusiveUpperBound?: boolean;
-      acmgClassification?: components["schemas"]["ACMGClassificationModify"] | null;
-      /** Oddspathsratio */
-      oddspathsRatio?: number | null;
-      /** Positivelikelihoodratio */
-      positiveLikelihoodRatio?: number | null;
-    };
     /**
      * GnomADVariantWithMappedVariants
      * @description GnomAD variant view model with mapped variants for non-admin clients.
@@ -3485,15 +3531,6 @@ export interface components {
       /** Privatekey */
       privateKey: string;
     };
-    /** OfficialCollection */
-    OfficialCollection: {
-      /** Badgename */
-      badgeName: string;
-      /** Name */
-      name: string;
-      /** Urn */
-      urn: string;
-    };
     /** OrcidUser */
     OrcidUser: {
       /** Recordtype */
@@ -3826,6 +3863,16 @@ export interface components {
       points?: number | null;
       /** Recordtype */
       recordType?: string;
+      /**
+       * Creationdate
+       * Format: date
+       */
+      creationDate: string;
+      /**
+       * Modificationdate
+       * Format: date
+       */
+      modificationDate: string;
     };
     /** SavedDoiIdentifier */
     SavedDoiIdentifier: {
@@ -3850,32 +3897,24 @@ export interface components {
       recordType?: string;
     };
     /**
-     * SavedFunctionalRange
+     * SavedFunctionalClassification
      * @description Persisted functional range model (includes record type metadata).
      */
-    SavedFunctionalRange: {
+    SavedFunctionalClassification: {
       /** Label */
       label: string;
       /** Description */
       description?: string | null;
-      /**
-       * Classification
-       * @default not_specified
-       * @enum {string}
-       */
-      classification?: "normal" | "abnormal" | "not_specified";
+      /** @default not_specified */
+      functionalClassification?: components["schemas"]["mavedb__models__enums__functional_classification__FunctionalClassification"];
       /** Range */
-      range: [number | null, number | null];
-      /**
-       * Inclusivelowerbound
-       * @default true
-       */
-      inclusiveLowerBound?: boolean;
-      /**
-       * Inclusiveupperbound
-       * @default false
-       */
-      inclusiveUpperBound?: boolean;
+      range?: ([number | null, number | null]) | null;
+      /** Class */
+      class?: string | null;
+      /** Inclusivelowerbound */
+      inclusiveLowerBound?: boolean | null;
+      /** Inclusiveupperbound */
+      inclusiveUpperBound?: boolean | null;
       acmgClassification?: components["schemas"]["SavedACMGClassification"] | null;
       /** Oddspathsratio */
       oddspathsRatio?: number | null;
@@ -3883,6 +3922,11 @@ export interface components {
       positiveLikelihoodRatio?: number | null;
       /** Recordtype */
       recordType?: string;
+      /**
+       * Variants
+       * @default []
+       */
+      variants?: components["schemas"]["SavedVariantEffectMeasurement"][];
     };
     /** SavedPublicationIdentifier */
     SavedPublicationIdentifier: {
@@ -3984,6 +4028,38 @@ export interface components {
       /** Recordtype */
       recordType?: string;
     };
+    /**
+     * SavedVariantEffectMeasurement
+     * @description Base class for variant effect measurement view models handling saved variant effect measurements
+     */
+    SavedVariantEffectMeasurement: {
+      /** Urn */
+      urn?: string | null;
+      /** Data */
+      data: unknown;
+      /** Scoresetid */
+      scoreSetId: number;
+      /** Hgvsnt */
+      hgvsNt?: string | null;
+      /** Hgvspro */
+      hgvsPro?: string | null;
+      /** Hgvssplice */
+      hgvsSplice?: string | null;
+      /**
+       * Creationdate
+       * Format: date
+       */
+      creationDate: string;
+      /**
+       * Modificationdate
+       * Format: date
+       */
+      modificationDate: string;
+      /** Id */
+      id: number;
+      /** Recordtype */
+      recordType?: string;
+    };
     /**
      * ScoreCalibration
      * @description Complete score calibration model returned by the API.
@@ -4002,8 +4078,8 @@ export interface components {
       baselineScoreDescription?: string | null;
       /** Notes */
       notes?: string | null;
-      /** Functionalranges */
-      functionalRanges?: components["schemas"]["FunctionalRange"][] | null;
+      /** Functionalclassifications */
+      functionalClassifications?: components["schemas"]["mavedb__view_models__score_calibration__FunctionalClassification"][] | null;
       /** Thresholdsources */
       thresholdSources?: components["schemas"]["PublicationIdentifier"][] | null;
       /** Classificationsources */
@@ -4063,39 +4139,8 @@ export interface components {
       baselineScoreDescription?: string | null;
       /** Notes */
       notes?: string | null;
-      /** Functionalranges */
-      functionalRanges?: components["schemas"]["FunctionalRangeCreate"][] | null;
-      /** Thresholdsources */
-      thresholdSources?: components["schemas"]["PublicationIdentifierCreate"][] | null;
-      /** Classificationsources */
-      classificationSources?: components["schemas"]["PublicationIdentifierCreate"][] | null;
-      /** Methodsources */
-      methodSources?: components["schemas"]["PublicationIdentifierCreate"][] | null;
-      /** Calibrationmetadata */
-      calibrationMetadata?: Record<string, never> | null;
-      /** Scoreseturn */
-      scoreSetUrn?: string | null;
-    };
-    /**
-     * ScoreCalibrationModify
-     * @description Model used to modify an existing score calibration.
-     */
-    ScoreCalibrationModify: {
-      /** Title */
-      title: string;
-      /**
-       * Researchuseonly
-       * @default false
-       */
-      researchUseOnly?: boolean;
-      /** Baselinescore */
-      baselineScore?: number | null;
-      /** Baselinescoredescription */
-      baselineScoreDescription?: string | null;
-      /** Notes */
-      notes?: string | null;
-      /** Functionalranges */
-      functionalRanges?: components["schemas"]["FunctionalRangeModify"][] | null;
+      /** Functionalclassifications */
+      functionalClassifications?: components["schemas"]["FunctionalClassificationCreate"][] | null;
       /** Thresholdsources */
       thresholdSources?: components["schemas"]["PublicationIdentifierCreate"][] | null;
       /** Classificationsources */
@@ -4125,8 +4170,8 @@ export interface components {
       baselineScoreDescription?: string | null;
       /** Notes */
       notes?: string | null;
-      /** Functionalranges */
-      functionalRanges?: components["schemas"]["SavedFunctionalRange"][] | null;
+      /** Functionalclassifications */
+      functionalClassifications?: components["schemas"]["SavedFunctionalClassification"][] | null;
       /** Thresholdsources */
       thresholdSources?: components["schemas"]["SavedPublicationIdentifier"][] | null;
       /** Classificationsources */
@@ -4233,7 +4278,7 @@ export interface components {
       scoreCalibrations?: components["schemas"]["ScoreCalibration"][] | null;
       experiment: components["schemas"]["Experiment"];
       /** Officialcollections */
-      officialCollections: components["schemas"]["OfficialCollection"][];
+      officialCollections: components["schemas"]["mavedb__view_models__score_set__OfficialCollection"][];
       /** Private */
       private: boolean;
       processingState?: components["schemas"]["ProcessingState"] | null;
@@ -4746,7 +4791,7 @@ export interface components {
      * @description Enum for strength of evidence provided.
      * @enum {string}
      */
-    StrengthOfEvidenceProvided: "very_strong" | "strong" | "moderate_plus" | "moderate" | "supporting";
+    StrengthOfEvidenceProvided: "VERY_STRONG" | "STRONG" | "MODERATE_PLUS" | "MODERATE" | "SUPPORTING";
     /**
      * StudyGroup
      * @description A collection of individuals or specimens from the same taxonomic class, selected
@@ -5196,6 +5241,38 @@ export interface components {
        */
       objectCondition: components["schemas"]["Condition"] | components["schemas"]["iriReference"];
     };
+    /**
+     * VariantEffectMeasurement
+     * @description Variant effect measurement view model returned to most clients
+     */
+    VariantEffectMeasurement: {
+      /** Urn */
+      urn?: string | null;
+      /** Data */
+      data: unknown;
+      /** Scoresetid */
+      scoreSetId: number;
+      /** Hgvsnt */
+      hgvsNt?: string | null;
+      /** Hgvspro */
+      hgvsPro?: string | null;
+      /** Hgvssplice */
+      hgvsSplice?: string | null;
+      /**
+       * Creationdate
+       * Format: date
+       */
+      creationDate: string;
+      /**
+       * Modificationdate
+       * Format: date
+       */
+      modificationDate: string;
+      /** Id */
+      id: number;
+      /** Recordtype */
+      recordType?: string;
+    };
     /**
      * VariantEffectMeasurementWithScoreSet
      * @description Variant effect measurement view model with mapped variants and score set
@@ -5627,6 +5704,52 @@ export interface components {
      * @description An IRI Reference (either an IRI or a relative-reference), according to `RFC3986 section 4.1 <https://datatracker.ietf.org/doc/html/rfc3986#section-4.1>`_ and `RFC3987 section 2.1 <https://datatracker.ietf.org/doc/html/rfc3987#section-2.1>`_. MAY be a JSON Pointer as an IRI fragment, as described by `RFC6901 section 6 <https://datatracker.ietf.org/doc/html/rfc6901#section-6>`_.
      */
     iriReference: string;
+    /**
+     * FunctionalClassification
+     * @enum {string}
+     */
+    mavedb__models__enums__functional_classification__FunctionalClassification: "normal" | "abnormal" | "not_specified";
+    /**
+     * FunctionalClassification
+     * @description Complete functional range model returned by the API.
+     */
+    mavedb__view_models__score_calibration__FunctionalClassification: {
+      /** Label */
+      label: string;
+      /** Description */
+      description?: string | null;
+      /** @default not_specified */
+      functionalClassification?: components["schemas"]["mavedb__models__enums__functional_classification__FunctionalClassification"];
+      /** Range */
+      range?: ([number | null, number | null]) | null;
+      /** Class */
+      class?: string | null;
+      /** Inclusivelowerbound */
+      inclusiveLowerBound?: boolean | null;
+      /** Inclusiveupperbound */
+      inclusiveUpperBound?: boolean | null;
+      acmgClassification?: components["schemas"]["ACMGClassification"] | null;
+      /** Oddspathsratio */
+      oddspathsRatio?: number | null;
+      /** Positivelikelihoodratio */
+      positiveLikelihoodRatio?: number | null;
+      /** Recordtype */
+      recordType?: string;
+      /**
+       * Variants
+       * @default []
+       */
+      variants?: components["schemas"]["VariantEffectMeasurement"][];
+    };
+    /** OfficialCollection */
+    mavedb__view_models__score_set__OfficialCollection: {
+      /** Badgename */
+      badgeName: string;
+      /** Name */
+      name: string;
+      /** Urn */
+      urn: string;
+    };
     /**
      * sequenceString
      * @description A character string of Residues that represents a biological sequence using the conventional sequence order (5'-to-3' for nucleic acid sequences, and amino-to-carboxyl for amino acid sequences). IUPAC ambiguity codes are permitted in Sequence Strings.
@@ -8138,6 +8261,57 @@ export interface operations {
   /**
    * Modify Score Calibration Route
    * @description Modify an existing score calibration by its URN.
+   *
+   * This endpoint supports two different request formats to accommodate various client needs:
+   *
+   * ## Method 1: JSON Request Body (application/json)
+   * Send calibration update data as a standard JSON request body. This method is ideal for
+   * modifying calibrations without file uploads.
+   *
+   * **Content-Type**: `application/json`
+   *
+   * **Example**:
+   * ```json
+   * {
+   *     "score_set_urn": "urn:mavedb:0000000X-X-X",
+   *     "title": "Updated Calibration Title",
+   *     "description": "Updated functional score calibration",
+   *     "baseline_score": 1.0
+   * }
+   * ```
+   *
+   * ## Method 2: Multipart Form Data (multipart/form-data)
+   * Send calibration update data as JSON in a form field, optionally with file uploads.
+   * This method is required when uploading new classification files.
+   *
+   * **Content-Type**: `multipart/form-data`
+   *
+   * **Form Fields**:
+   * - `calibration_json` (string, required): JSON string containing the calibration update data
+   * - `classes_file` (file, optional): CSV file containing updated variant classifications
+   *
+   * **Example**:
+   * ```bash
+   * curl -X PUT "/api/v1/score-calibrations/{urn}" \
+   *      -H "Authorization: Bearer your-token" \
+   *      -F 'calibration_json={"score_set_urn":"urn:mavedb:0000000X-X-X","title":"My Calibration","description":"Functional score calibration","baseline_score":"1.0"}' \
+   *      -F 'classes_file=@updated_variant_classes.csv'
+   * ```
+   *
+   * ## Requirements
+   * - User must have update permission on the calibration
+   * - If changing the score_set_urn, user must have permission on the new score set
+   * - All fields in the update are optional - only provided fields will be modified
+   *
+   * ## File Upload Details
+   * The `classes_file` parameter accepts CSV files containing updated variant classification data.
+   * If provided, this will replace the existing classification data for the calibration.
+   * The file should have appropriate headers and follow the expected format for variant
+   * classifications within the associated score set.
+   *
+   * ## Response
+   * Returns the updated score calibration with all modifications applied and any new
+   * classification data from the uploaded file.
    */
   modify_score_calibration_route_api_v1_score_calibrations__urn__put: {
     parameters: {
@@ -8148,8 +8322,10 @@ export interface operations {
         urn: string;
       };
     };
-    requestBody: {
+    /** @description Score calibration update data. Can be sent as JSON body or multipart form data */
+    requestBody?: {
       content: {
+        "multipart/form-data": components["schemas"]["Body_modify_score_calibration_route_api_v1_score_calibrations__urn__put"];
         "application/json": components["schemas"]["ScoreCalibrationModify"];
       };
     };
@@ -8166,9 +8342,7 @@ export interface operations {
       };
       /** @description Validation Error */
       422: {
-        content: {
-          "application/json": components["schemas"]["HTTPValidationError"];
-        };
+        content: never;
       };
     };
   };
@@ -8270,8 +8444,53 @@ export interface operations {
    * Create Score Calibration Route
    * @description Create a new score calibration.
    *
-   * The score set URN must be provided to associate the calibration with an existing score set.
-   * The user must have write permission on the associated score set.
+   * This endpoint supports two different request formats to accommodate various client needs:
+   *
+   * ## Method 1: JSON Request Body (application/json)
+   * Send calibration data as a standard JSON request body. This method is ideal for
+   * creating calibrations without file uploads.
+   *
+   * **Content-Type**: `application/json`
+   *
+   * **Example**:
+   * ```json
+   * {
+   *     "score_set_urn": "urn:mavedb:0000000X-X-X",
+   *     "title": "My Calibration",
+   *     "description": "Functional score calibration",
+   *     "baseline_score": 1.0
+   * }
+   * ```
+   *
+   * ## Method 2: Multipart Form Data (multipart/form-data)
+   * Send calibration data as JSON in a form field, optionally with file uploads.
+   * This method is required when uploading classification files.
+   *
+   * **Content-Type**: `multipart/form-data`
+   *
+   * **Form Fields**:
+   * - `calibration_json` (string, required): JSON string containing the calibration data
+   * - `classes_file` (file, optional): CSV file containing variant classifications
+   *
+   * **Example**:
+   * ```bash
+   * curl -X POST "/api/v1/score-calibrations/" \
+   *      -H "Authorization: Bearer your-token" \
+   *      -F 'calibration_json={"score_set_urn":"urn:mavedb:0000000X-X-X","title":"My Calibration","description":"Functional score calibration","baseline_score":"1.0"}' \
+   *      -F 'classes_file=@variant_classes.csv'
+   * ```
+   *
+   * ## Requirements
+   * - The score set URN must be provided to associate the calibration with an existing score set
+   * - User must have write permission on the associated score set
+   * - If uploading a classes_file, it must be a valid CSV with variant classification data
+   *
+   * ## File Upload Details
+   * The `classes_file` parameter accepts CSV files containing variant classification data.
+   * The file should have appropriate headers and contain columns for variant urns and class names.
+   *
+   * ## Response
+   * Returns the created score calibration with its generated URN and associated score set information.
    */
   create_score_calibration_route_api_v1_score_calibrations__post: {
     parameters: {
@@ -8279,8 +8498,10 @@ export interface operations {
         "x-active-roles"?: string | null;
       };
     };
-    requestBody: {
+    /** @description Score calibration data. Can be sent as JSON body or multipart form data */
+    requestBody?: {
       content: {
+        "multipart/form-data": components["schemas"]["Body_create_score_calibration_route_api_v1_score_calibrations__post"];
         "application/json": components["schemas"]["ScoreCalibrationCreate"];
       };
     };
@@ -8297,9 +8518,7 @@ export interface operations {
       };
       /** @description Validation Error */
       422: {
-        content: {
-          "application/json": components["schemas"]["HTTPValidationError"];
-        };
+        content: never;
       };
     };
   };
@@ -8749,9 +8968,9 @@ export interface operations {
    *     The index to start from. If None, starts from the beginning.
    * limit : Optional[int]
    *     The maximum number of variants to return. If None, returns all variants.
-   * namespaces: List[Literal["scores", "counts"]]
+   * namespaces: List[Literal["scores", "counts", "vep", "gnomad"]]
    *     The namespaces of all columns except for accession, hgvs_nt, hgvs_pro, and hgvs_splice.
-   *     We may add ClinVar and gnomAD in the future.
+   *     We may add ClinVar in the future.
    * drop_na_columns : bool, optional
    *     Whether to drop columns that contain only NA values. Defaults to False.
    * db : Session
@@ -8771,8 +8990,8 @@ export interface operations {
         start?: number;
         /** @description Maximum number of variants to return */
         limit?: number;
-        /** @description One or more data types to include: scores, counts, clinVar, gnomAD */
-        namespaces?: ("scores" | "counts")[];
+        /** @description One or more data types to include: scores, counts, clinVar, gnomAD, VEP */
+        namespaces?: ("scores" | "counts" | "vep" | "gnomad")[];
         drop_na_columns?: boolean | null;
         include_custom_columns?: boolean | null;
         include_post_mapped_hgvs?: boolean | null;

From c9862834c1c3cbc7727b1ef0da450a9d51a5b427 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 30 Dec 2025 13:11:42 -0800
Subject: [PATCH 068/157] Remove chip slots from AutoComplete components to
 prevent issue with PrimeVue4 styling

---
 src/components/screens/ExperimentCreator.vue | 43 +++++++++-----------
 src/components/screens/ExperimentEditor.vue  | 34 ++++++----------
 src/components/screens/ScoreSetCreator.vue   | 34 +++++-----------
 src/components/screens/ScoreSetEditor.vue    | 35 ++++++----------
 4 files changed, 55 insertions(+), 91 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 71304d18..5fddb925 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -236,20 +236,13 @@
                           :id="scopedId('input-publicationIdentifiers')"
                           v-model="publicationIdentifiers"
                           :multiple="true"
+                          :option-label="(x) => `${x.identifier}: ${truncatePublicationTitle(x.title)}`"
                           :suggestions="publicationIdentifierSuggestionsList"
                           @blur="clearAutoCompleteInput"
                           @complete="searchPublicationIdentifiers"
                           @keyup.escape="clearAutoCompleteInput"
                           @option-select="acceptNewPublicationIdentifier"
                         >
-                          <template #chip="slotProps">
-                            <div class="p-chip p-component p-autocomplete-chip">
-                              <div class="p-chip-label">
-                                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                              </div>
-                              <i class="pi pi-times-circle cursor-pointer" @click="removePublicationIdentifier(slotProps.value)"></i>
-                            </div>
-                          </template>
                           <template #option="slotProps">
                             <div>
                               <div>Title: {{ slotProps.option.title }}</div>
@@ -274,7 +267,6 @@
                       <span class="p-float-label" style="display: block">
                         <Multiselect
                           :id="scopedId('input-primaryPublicationIdentifiers')"
-                          ref="primaryPublicationIdentifiersInput"
                           v-model="primaryPublicationIdentifiers"
                           class="p-inputwrapper-filled"
                           option-label="identifier"
@@ -809,7 +801,25 @@ export default {
         this.keywordKeys['In Vitro Construct Library Method System'] = null
         this.keywordKeys['In Vitro Construct Library Method Mechanism'] = null
       }
-    }
+    },
+    publicationIdentifiers: {
+      handler: function (newValue, oldValue) {
+        if (newValue.length == 1) {
+          this.primaryPublicationIdentifiers = newValue
+        } else if (
+          newValue.length == 0 ||
+          (newValue.length > 1 && oldValue.length == 1) ||
+          (this.primaryPublicationIdentifiers.length > 0 &&
+          !newValue
+            .map((pi) => pi.identifier)
+            .includes(this.primaryPublicationIdentifiers[0].identifier))
+        ) {
+          // Clear primary publication if we have just added a second ID, or if we have deleted all IDs,
+          // or if the primary publication is no longer in the list of publications.
+          this.primaryPublicationIdentifiers = []
+        }
+      }
+    },
   },
 
   methods: {
@@ -998,19 +1008,6 @@ export default {
       }
     },
 
-    removePublicationIdentifier: function (event) {
-      const removedIdentifier = event.identifier
-      const publicationIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
-      if (publicationIdx != -1) {
-        this.publicationIdentifiers.splice(publicationIdx, 1)
-      }
-      // If we are removing a primary publication identifier, also remove it from that list.
-      const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
-      if (primaryIdx != -1) {
-        this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
-      }
-    },
-
     searchPublicationIdentifiers: function (event) {
       const searchText = (event.query || '').trim()
       if (searchText.length > 0) {
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 4b986ab9..a10aae03 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -93,20 +93,13 @@
                     :id="scopedId('input-publicationIdentifiers')"
                     v-model="publicationIdentifiers"
                     :multiple="true"
+                    :option-label="(x) => `${x.identifier}: ${truncatePublicationTitle(x.title)}`"
                     :suggestions="publicationIdentifierSuggestionsList"
                     @blur="clearAutoCompleteInput"
                     @complete="searchPublicationIdentifiers"
                     @keyup.escape="clearAutoCompleteInput"
                     @option-select="acceptNewPublicationIdentifier"
                   >
-                    <template #chip="slotProps">
-                      <div class="p-chip p-component p-autocomplete-chip">
-                        <div class="p-chip-label">
-                          {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                        </div>
-                        <i class="pi pi-times-circle cursor-pointer" @click="removePublicationIdentifier(slotProps.value)"></i>
-                      </div>
-                    </template>
                     <template #option="slotProps">
                       <div>
                         <div>Title: {{ slotProps.option.title }}</div>
@@ -126,7 +119,6 @@
                 <span class="p-float-label" style="display: block">
                   <Multiselect
                     :id="scopedId('input-primaryPublicationIdentifiers')"
-                    ref="primaryPublicationIdentifiersInput"
                     v-model="primaryPublicationIdentifiers"
                     class="p-inputwrapper-filled"
                     option-label="identifier"
@@ -679,6 +671,17 @@ export default {
         this.keywordKeys['In Vitro Construct Library Method System'] = null
         this.keywordKeys['In Vitro Construct Library Method Mechanism'] = null
       }
+    },
+    publicationIdentifiers: function () {
+      // If the primary publication is no longer in the list of publications, clear it.
+      if (
+        this.primaryPublicationIdentifiers.length > 0 &&
+        !this.publicationIdentifiers
+          .map((pi) => pi.identifier)
+          .includes(this.primaryPublicationIdentifiers[0].identifier)
+      ) {
+        this.primaryPublicationIdentifiers = []
+      }
     }
   },
 
@@ -839,19 +842,6 @@ export default {
       }
     },
 
-    removePublicationIdentifier: function (event) {
-      const removedIdentifier = event.identifier
-      const publicationIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
-      if (publicationIdx != -1) {
-        this.publicationIdentifiers.splice(publicationIdx, 1)
-      }
-      // If we are removing a primary publication identifier, also remove it from that list.
-      const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
-      if (primaryIdx != -1) {
-        this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
-      }
-    },
-
     removeContributor: function (contributor) {
       const index = this.contributors.findIndex(c => c.orcidId === contributor.orcidId)
       if (index !== -1) {
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 0416b97b..f4230c4a 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -502,20 +502,13 @@
                           :id="scopedId('input-publicationIdentifiers')"
                           v-model="publicationIdentifiers"
                           :multiple="true"
+                          :option-label="(x) => `${x.identifier}: ${truncatePublicationTitle(x.title)}`"
                           :suggestions="publicationIdentifierSuggestionsList"
                           @blur="clearAutoCompleteInput"
                           @complete="searchPublicationIdentifiers"
                           @keyup.escape="clearAutoCompleteInput"
                           @option-select="acceptNewPublicationIdentifier"
                         >
-                          <template #chip="slotProps">
-                            <div class="p-chip p-component p-autocomplete-chip">
-                              <div class="p-chip-label">
-                                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                              </div>
-                              <i class="pi pi-times-circle cursor-pointer" @click="removePublicationIdentifier(slotProps.value)"></i>
-                            </div>
-                          </template>
                           <template #option="slotProps">
                             <div>
                               <div>Title: {{ slotProps.option.title }}</div>
@@ -1803,8 +1796,16 @@ export default {
       handler: function (newValue, oldValue) {
         if (newValue.length == 1) {
           this.primaryPublicationIdentifiers = newValue
-        } else if (newValue.length == 0 || (newValue.length > 1 && oldValue.length == 1)) {
-          // Clear primary publication if we have just added a second ID, or if we have deleted all IDs.
+        } else if (
+          newValue.length == 0 ||
+          (newValue.length > 1 && oldValue.length == 1) ||
+          (this.primaryPublicationIdentifiers.length > 0 &&
+          !newValue
+            .map((pi) => pi.identifier)
+            .includes(this.primaryPublicationIdentifiers[0].identifier))
+        ) {
+          // Clear primary publication if we have just added a second ID, or if we have deleted all IDs,
+          // or if the primary publication is no longer in the list of publications.
           this.primaryPublicationIdentifiers = []
         }
       }
@@ -2288,19 +2289,6 @@ export default {
       }
     },
 
-    removePublicationIdentifier: function (value) {
-      const removedIdentifier = value.identifier
-      const publicationIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
-      if (publicationIdx != -1) {
-        this.publicationIdentifiers.splice(publicationIdx, 1)
-      }
-      // If we are removing a primary publication identifier, also remove it from that list.
-      const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
-      if (primaryIdx != -1) {
-        this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
-      }
-    },
-
     removeContributor: function (contributor) {
       const index = this.contributors.findIndex(c => c.orcidId === contributor.orcidId)
       if (index !== -1) {
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index 7ba6890e..352cb1ac 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -200,20 +200,12 @@
                       v-model="publicationIdentifiers"
                       class="p-inputwrapper-filled"
                       :multiple="true"
-                      option-label="identifier"
+                      :option-label="(x) => `${x.identifier}: ${truncatePublicationTitle(x.title)}`"
                       :suggestions="publicationIdentifierSuggestionsList"
                       @complete="searchPublicationIdentifiers"
                       @keyup.escape="clearPublicationIdentifierSearch"
                       @option-select="acceptNewPublicationIdentifier"
                     >
-                      <template #chip="slotProps">
-                        <div class="p-inputchips-chip-item">
-                          {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                          <div>
-                            <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value)"></i>
-                          </div>
-                        </div>
-                      </template>
                       <template #option="slotProps">
                         <div>
                           <div>Title: {{ slotProps.option.title }}</div>
@@ -233,7 +225,6 @@
                   <span class="p-float-label">
                     <Multiselect
                       :id="scopedId('input-primaryPublicationIdentifiers')"
-                      ref="primaryPublicationIdentifiersInput"
                       v-model="primaryPublicationIdentifiers"
                       class="p-inputwrapper-filled"
                       option-label="identifier"
@@ -1289,6 +1280,17 @@ export default {
           this.assemblySuggestions = await this.fetchTargetAccessionsByAssembly(this.assemblyDropdownValue)
         }
       }
+    },
+    publicationIdentifiers: function () {
+      // If the primary publication is no longer in the list of publications, clear it.
+      if (
+        this.primaryPublicationIdentifiers.length > 0 &&
+        !this.publicationIdentifiers
+          .map((pi) => pi.identifier)
+          .includes(this.primaryPublicationIdentifiers[0].identifier)
+      ) {
+        this.primaryPublicationIdentifiers = []
+      }
     }
   },
 
@@ -1598,19 +1600,6 @@ export default {
       }
     },
 
-    removePublicationIdentifier: function (value) {
-      const removedIdentifier = value.identifier
-      const publicationIdx = this.publicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
-      if (publicationIdx != -1) {
-        this.publicationIdentifiers.splice(publicationIdx, 1)
-      }
-      // If we are removing a primary publication identifier, also remove it from that list.
-      const primaryIdx = this.primaryPublicationIdentifiers.findIndex((pub) => pub.identifier == removedIdentifier)
-      if (primaryIdx != -1) {
-        this.primaryPublicationIdentifiers.splice(primaryIdx, 1)
-      }
-    },
-
     clearPublicationIdentifierSearch: function () {
       // This could change with a new Primevue version.
       const input = this.$refs.publicationIdentifiersInput

From 8a8b7ad1059c345cdac1de38696331d875eeb790 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 30 Dec 2025 14:45:08 -0800
Subject: [PATCH 069/157] Remove custom chip slots from CalibrationEditor
 component for proper Primevue 4 styling

Also prevent closing parent Dialog components on escape because escape already has defined behavior on AutoCompletes within CalibrationEditor.
---
 src/components/CalibrationEditor.vue          | 69 ++++++-------------
 .../screens/ScoreSetCalibrationsView.vue      |  2 +-
 src/components/screens/ScoreSetView.vue       |  2 +-
 3 files changed, 22 insertions(+), 51 deletions(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index b2e453fd..2c0198c6 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -441,24 +441,15 @@
         <span class="p-float-label">
           <AutoComplete
             :id="scopedId('input-threshold-sources')"
-            ref="thresholdSourcesInput"
             v-model="draft.thresholdSources"
-            class="p-inputwrapper-filled"
             :multiple="true"
-            option-label="identifier"
+            :option-label="(option) => `${option.identifier}: ${truncatePublicationTitle(option.title)}`"
             :suggestions="publicationIdentifierSuggestionsList"
+            @blur="clearAutoCompleteInput"
             @complete="searchPublicationIdentifiers"
-            @keyup.escape="clearPublicationIdentifierSearch('thresholdSourcesInput')"
+            @keyup.escape="clearAutoCompleteInput"
             @option-select="acceptNewPublicationIdentifier(draft.thresholdSources)"
           >
-            <template #chip="slotProps">
-              <div class="p-inputchips-chip-item">
-                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                <div>
-                  <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value, draft.thresholdSources)"></i>
-                </div>
-              </div>
-            </template>
             <template #option="slotProps">
               <div>
                 <div>Title: {{ slotProps.option.title }}</div>
@@ -487,24 +478,15 @@
         <span class="p-float-label">
           <AutoComplete
             :id="scopedId('input-classification-sources-publication-identifiers')"
-            ref="classificationSourcesInput"
             v-model="draft.classificationSources"
-            class="p-inputwrapper-filled"
             :multiple="true"
-            option-label="identifier"
+            :option-label="(option) => `${option.identifier}: ${truncatePublicationTitle(option.title)}`"
             :suggestions="publicationIdentifierSuggestionsList"
+            @blur="clearAutoCompleteInput"
             @complete="searchPublicationIdentifiers"
-            @keyup.escape="clearPublicationIdentifierSearch('classificationSourcesInput')"
+            @keyup.escape="clearAutoCompleteInput"
             @option-select="acceptNewPublicationIdentifier(draft.classificationSources)"
           >
-            <template #chip="slotProps">
-              <div class="p-inputchips-chip-item">
-                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                <div>
-                  <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value, draft.classificationSources)"></i>
-                </div>
-              </div>
-            </template>
             <template #option="slotProps">
               <div>
                 <div>Title: {{ slotProps.option.title }}</div>
@@ -533,24 +515,15 @@
         <span class="p-float-label">
           <AutoComplete
             :id="scopedId('input-method-sources-publication-identifiers')"
-            ref="methodSourcesInput"
             v-model="draft.methodSources"
-            class="p-inputwrapper-filled"
             :multiple="true"
-            option-label="identifier"
+            :option-label="(option) => `${option.identifier}: ${truncatePublicationTitle(option.title)}`"
             :suggestions="publicationIdentifierSuggestionsList"
+            @blur="clearAutoCompleteInput"
             @complete="searchPublicationIdentifiers"
-            @keyup.escape="clearPublicationIdentifierSearch('methodSourcesInput')"
+            @keyup.escape="clearAutoCompleteInput"
             @option-select="acceptNewPublicationIdentifier(draft.methodSources)"
           >
-            <template #chip="slotProps">
-              <div class="p-inputchips-chip-item">
-                {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
-                <div>
-                  <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value, draft.methodSources)"></i>
-                </div>
-              </div>
-            </template>
             <template #option="slotProps">
               <div>
                 <div>Title: {{ slotProps.option.title }}</div>
@@ -923,6 +896,12 @@ export default {
     await this.loadEditableScoreSets()
   },
   methods: {
+    clearAutoCompleteInput: function(event) {
+      if (event.target) {
+        event.target.value = ''
+      }
+    },
+
     loadEditableScoreSets: async function () {
       try {
         const response = await axios.post(`${config.apiBaseUrl}/me/score-sets/search`, {
@@ -979,11 +958,11 @@ export default {
       }
     },
 
-    clearPublicationIdentifierSearch: function (refName: string) {
-      // This could change with a new Primevue version.
-      const input = this.$refs[refName]
-      input.$refs.focusInput.value = ''
-    },
+    // clearPublicationIdentifierSearch: function (refName: string) {
+    //   // This could change with a new Primevue version.
+    //   const input = this.$refs[refName]
+    //   input.$refs.focusInput.value = ''
+    // },
 
     searchPublicationIdentifiers: function (event: {query: string}) {
       const searchText = (event.query || '').trim()
@@ -1100,14 +1079,6 @@ export default {
       this.recomputeMeta()
     },
 
-    removePublicationIdentifier: function (val: PublicationIdentifier, publicationList: PublicationIdentifier[]) {
-      const removedIdentifier = val.identifier
-      const publicationIdx = publicationList.findIndex((pub) => pub.identifier == removedIdentifier)
-      if (publicationIdx != -1) {
-        publicationList.splice(publicationIdx, 1)
-      }
-    },
-
     saveCalibration: function () {
       this.$emit('saved', this.draft)
       // Update original snapshot after external save (parent may call back). We optimistically snapshot here.
diff --git a/src/components/screens/ScoreSetCalibrationsView.vue b/src/components/screens/ScoreSetCalibrationsView.vue
index 06dec8cb..be62234a 100644
--- a/src/components/screens/ScoreSetCalibrationsView.vue
+++ b/src/components/screens/ScoreSetCalibrationsView.vue
@@ -195,7 +195,7 @@
   </DefaultLayout>
   <PrimeDialog
     v-model:visible="editorVisible"
-    :close-on-escape="true"
+    :close-on-escape="false"
     :header="editingCalibrationUrn ? 'Edit Calibration' : 'Create New Calibration'"
     modal
     :style="{maxWidth: '90%', width: '75rem'}"
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 7cdf6095..26266000 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -379,7 +379,7 @@
   <PrimeDialog
     v-model:visible="calibrationEditorVisible"
     :base-z-index="2003"
-    :close-on-escape="true"
+    :close-on-escape="false"
     header="Create New Calibration"
     modal
     :style="{maxWidth: '90%', width: '75rem'}"

From c3967137efe8f0a8a8e228a528cf9d85f20e7e35 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 25 Nov 2025 18:04:56 -0800
Subject: [PATCH 070/157] feat: Refactor calibration components to use
 functional classifications and allow class based calibration
 creation/modification

- Allowed class based calibration creation in CalibrationEditor.vue.
- Transitioned to form data in CalibrationEditor.vue invokers to reflect class based file upload.
- Updated CalibrationTable.vue to replace functional ranges with functional classifications.
- Modified ScoreSetHeatmap.vue to handle functional classifications in heatmap calculations.
- Adjusted ScoreSetHistogram.vue to utilize functional classifications for histogram shaders.
- Revised VariantMeasurementView.vue to check against functional classifications instead of ranges.
- Enhanced ScoreSetCalibrationsView.vue to display functional classification counts and handle empty states.
- Updated ScoreSetCreator.vue to validate functional classifications during calibration creation.
- Refined ScoreSetView.vue to include classes draft reference in the calibration editor.
- Improved SearchVariantsScreen.vue to filter score calibrations based on functional classifications.
- Cleaned up calibrations.ts by removing outdated interfaces and adapting functions to use new schema components.
---
 src/components/AssayFactSheet.vue             | 100 ++-
 src/components/CalibrationEditor.vue          | 653 ++++++++++++------
 src/components/CalibrationTable.vue           | 179 +++--
 src/components/ScoreSetHeatmap.vue            |  71 +-
 src/components/ScoreSetHistogram.vue          |  23 +-
 src/components/VariantMeasurementView.vue     |  14 +-
 .../screens/ScoreSetCalibrationsView.vue      |  44 +-
 src/components/screens/ScoreSetCreator.vue    |   5 +-
 src/components/screens/ScoreSetView.vue       |  20 +-
 .../screens/SearchVariantsScreen.vue          |  10 +-
 src/lib/calibrations.ts                       | 121 ++--
 11 files changed, 843 insertions(+), 397 deletions(-)

diff --git a/src/components/AssayFactSheet.vue b/src/components/AssayFactSheet.vue
index ce71c21e..12f646be 100644
--- a/src/components/AssayFactSheet.vue
+++ b/src/components/AssayFactSheet.vue
@@ -21,8 +21,18 @@
       <div class="mavedb-assay-facts-row">
         <div class="mavedb-assay-facts-label">Assay Type</div>
         <div class="mavedb-assay-facts-value">
-          <div v-if="scoreSet.experiment.keywords?.some((k) => k.keyword.key === 'Phenotypic Assay Method')">
-            {{ scoreSet.experiment.keywords.find((k) => k.keyword.key === 'Phenotypic Assay Method')?.keyword.label }}
+          <div
+            v-if="
+              scoreSet.experiment.keywords?.some(
+                (k: components['schemas']['ExperimentControlledKeyword']) => k.keyword.key === 'Phenotypic Assay Method'
+              )
+            "
+          >
+            {{
+              scoreSet.experiment.keywords.find(
+                (k: components['schemas']['ExperimentControlledKeyword']) => k.keyword.key === 'Phenotypic Assay Method'
+              )?.keyword.label
+            }}
           </div>
           <div v-else>Not specified</div>
         </div>
@@ -30,9 +40,19 @@
       <div class="mavedb-assay-facts-row">
         <div class="mavedb-assay-facts-label">Molecular Mechanism Assessed</div>
         <div class="mavedb-assay-facts-value">
-          <div v-if="scoreSet.experiment.keywords?.some((k) => k.keyword.key === 'Molecular Mechanism Assessed')">
+          <div
+            v-if="
+              scoreSet.experiment.keywords?.some(
+                (k: components['schemas']['ExperimentControlledKeyword']) =>
+                  k.keyword.key === 'Molecular Mechanism Assessed'
+              )
+            "
+          >
             {{
-              scoreSet.experiment.keywords.find((k) => k.keyword.key === 'Molecular Mechanism Assessed')?.keyword.label
+              scoreSet.experiment.keywords.find(
+                (k: components['schemas']['ExperimentControlledKeyword']) =>
+                  k.keyword.key === 'Molecular Mechanism Assessed'
+              )?.keyword.label
             }}
           </div>
           <div v-else>Not specified</div>
@@ -41,9 +61,19 @@
       <div class="mavedb-assay-facts-row">
         <div class="mavedb-assay-facts-label">Variant Consequences Detected</div>
         <div class="mavedb-assay-facts-value">
-          <div v-if="scoreSet.experiment.keywords?.some((k) => k.keyword.key === 'Phenotypic Assay Mechanism')">
+          <div
+            v-if="
+              scoreSet.experiment.keywords?.some(
+                (k: components['schemas']['ExperimentControlledKeyword']) =>
+                  k.keyword.key === 'Phenotypic Assay Mechanism'
+              )
+            "
+          >
             {{
-              scoreSet.experiment.keywords.find((k) => k.keyword.key === 'Phenotypic Assay Mechanism')?.keyword.label
+              scoreSet.experiment.keywords.find(
+                (k: components['schemas']['ExperimentControlledKeyword']) =>
+                  k.keyword.key === 'Phenotypic Assay Mechanism'
+              )?.keyword.label
             }}
           </div>
           <div v-else>Not specified</div>
@@ -52,9 +82,19 @@
       <div class="mavedb-assay-facts-row">
         <div class="mavedb-assay-facts-label">Model System</div>
         <div class="mavedb-assay-facts-value">
-          <div v-if="scoreSet.experiment.keywords?.some((k) => k.keyword.key === 'Phenotypic Assay Model System')">
+          <div
+            v-if="
+              scoreSet.experiment.keywords?.some(
+                (k: components['schemas']['ExperimentControlledKeyword']) =>
+                  k.keyword.key === 'Phenotypic Assay Model System'
+              )
+            "
+          >
             {{
-              scoreSet.experiment.keywords.find((k) => k.keyword.key === 'Phenotypic Assay Model System')?.keyword.label
+              scoreSet.experiment.keywords.find(
+                (k: components['schemas']['ExperimentControlledKeyword']) =>
+                  k.keyword.key === 'Phenotypic Assay Model System'
+              )?.keyword.label
             }}
           </div>
           <div v-else>Not specified</div>
@@ -83,11 +123,23 @@
       Clinical Performance<sup v-if="!primaryScoreRangeIsInvestigatorProvided">*</sup>
     </div>
     <div class="mavedb-assay-facts-section">
-      <div v-if="primaryScoreRange?.functionalRanges?.some((r) => r.oddspathsRatio)">
+      <div
+        v-if="
+          primaryScoreRange?.functionalClassifications?.some(
+            (r: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']) =>
+              r.oddspathsRatio
+          )
+        "
+      >
         <div class="mavedb-assay-facts-row">
           <div class="mavedb-assay-facts-label">OddsPath – Normal</div>
           <div
-            v-if="primaryScoreRange?.functionalRanges?.some((r) => r.classification === 'normal' && r.oddspathsRatio)"
+            v-if="
+              primaryScoreRange?.functionalClassifications?.some(
+                (r: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']) =>
+                  r.functionalClassification === 'normal' && r.oddspathsRatio
+              )
+            "
             class="mavedb-assay-facts-value"
           >
             {{ roundOddsPath(normalScoreRange?.oddspathsRatio) }}
@@ -109,7 +161,12 @@
         <div class="mavedb-assay-facts-row">
           <div class="mavedb-assay-facts-label">OddsPath – Abnormal</div>
           <div
-            v-if="primaryScoreRange?.functionalRanges?.some((r) => r.classification === 'abnormal' && r.oddspathsRatio)"
+            v-if="
+              primaryScoreRange?.functionalClassifications?.some(
+                (r: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']) =>
+                  r.functionalClassification === 'abnormal' && r.oddspathsRatio
+              )
+            "
             class="mavedb-assay-facts-value"
           >
             {{ roundOddsPath(abnormalScoreRange?.oddspathsRatio) }}
@@ -251,10 +308,15 @@ export default defineComponent({
       return this.primaryScoreRange === this.scoreSet.scoreCalibrations?.find((sr) => sr?.investigatorProvided)
     },
     abnormalScoreRange: function () {
-      return this.primaryScoreRange?.functionalRanges?.find((r) => r.classification === 'abnormal') || null
+      return (
+        this.primaryScoreRange?.functionalClassifications?.find((r) => r.functionalClassification === 'abnormal') ||
+        null
+      )
     },
     normalScoreRange: function () {
-      return this.primaryScoreRange?.functionalRanges?.find((r) => r.classification === 'normal') || null
+      return (
+        this.primaryScoreRange?.functionalClassifications?.find((r) => r.functionalClassification === 'normal') || null
+      )
     },
     oddsPathSources() {
       return this.primaryScoreRange?.classificationSources
@@ -268,13 +330,17 @@ export default defineComponent({
     roundOddsPath: function (oddsPath: number | null | undefined) {
       return oddsPath?.toFixed(3)
     },
-    formatEvidenceCodeForScoreRange: function (functionalRange: components['schemas']['FunctionalRange'] | null) {
-      if (!functionalRange?.acmgClassification?.evidenceStrength) {
+    formatEvidenceCodeForScoreRange: function (
+      functionalClassification:
+        | components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']
+        | null
+    ) {
+      if (!functionalClassification?.acmgClassification?.evidenceStrength) {
         return ''
       }
 
-      const criterion = functionalRange.acmgClassification.criterion
-      const strength = functionalRange.acmgClassification.evidenceStrength.toUpperCase()
+      const criterion = functionalClassification.acmgClassification.criterion
+      const strength = functionalClassification.acmgClassification.evidenceStrength.toUpperCase()
       return `${criterion}_${strength}`
     }
   }
diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index b2e453fd..261a8726 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -111,8 +111,32 @@
         </div>
       </div>
     </div>
+    <template v-if="allowClassBased">
+      <div class="mavedb-wizard-row">
+        <div class="mavedb-wizard-help">
+          <label :id="scopedId(`input-functionalClassificationType`)"
+            >Is this functional calibration defined by score ranges or categorical classes?</label
+          >
+          <div class="mavedb-help-small">
+            You may define score calibrations by either providing numerical ranges or by providing categorical class
+            names. When providing numerical ranges, these ranges will define variant classes based on the functional
+            score of variants. If you provide class names, you should upload a CSV file containing the mapping of
+            variants to classes and ensure that the class names match those you define below.
+          </div>
+        </div>
+        <div class="mavedb-wizard-content">
+          <ToggleSwitch v-model="classBased" :aria-labelledby="scopedId(`input-functionalClassificationType`)" />
+          <div class="mavedb-switch-value">
+            <span
+              >This calibration is defined by <b>{{ classBased ? 'categorical classes' : 'score ranges' }}</b
+              >.</span
+            >
+          </div>
+        </div>
+      </div>
+    </template>
     <!-- Functional ranges loop -->
-    <div v-for="(rangeObj, rangeIdx) in draft.functionalRanges" :key="rangeIdx">
+    <div v-for="(rangeObj, rangeIdx) in draft.functionalClassifications" :key="rangeIdx">
       <div class="mavedb-wizard-row">
         <div class="mavedb-wizard-content">
           <div>
@@ -123,12 +147,13 @@
               rounded
               severity="danger"
               size="small"
-              @click="removeFunctionalRange(rangeIdx)"
+              text
+              @click="removefunctionalClassification(rangeIdx)"
             />
           </div>
           <hr />
-          <span v-if="validationErrors[`functionalRanges.${rangeIdx}`]" class="mave-field-error">{{
-            validationErrors[`functionalRanges.${rangeIdx}`]
+          <span v-if="validationErrors[`functionalClassifications.${rangeIdx}`]" class="mave-field-error">{{
+            validationErrors[`functionalClassifications.${rangeIdx}`]
           }}</span>
         </div>
       </div>
@@ -149,8 +174,8 @@
             />
             <label :for="scopedId(`input-investigatorProvidedRangeLabel-${rangeIdx}`)">Functional range label</label>
           </span>
-          <span v-if="validationErrors[`functionalRanges.${rangeIdx}.label`]" class="mave-field-error">{{
-            validationErrors[`functionalRanges.${rangeIdx}.label`]
+          <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.label`]" class="mave-field-error">{{
+            validationErrors[`functionalClassifications.${rangeIdx}.label`]
           }}</span>
         </div>
       </div>
@@ -175,8 +200,8 @@
               >Functional range description (optional)</label
             >
           </span>
-          <span v-if="validationErrors[`functionalRanges.${rangeIdx}.description`]" class="mave-field-error">{{
-            validationErrors[`functionalRanges.${rangeIdx}.description`]
+          <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.description`]" class="mave-field-error">{{
+            validationErrors[`functionalClassifications.${rangeIdx}.description`]
           }}</span>
         </div>
       </div>
@@ -191,99 +216,137 @@
         <div class="mavedb-wizard-content">
           <SelectButton
             :id="scopedId(`input-investigatorProvidedRangeClassification-${rangeIdx}`)"
-            v-model="rangeObj.classification"
+            v-model="rangeObj.functionalClassification"
             option-label="label"
             option-value="value"
             :options="rangeClassifications"
             @change="updateClassificationValuesBasedOnRangeInformation(rangeIdx)"
           />
-          <span v-if="validationErrors[`functionalRanges.${rangeIdx}.classification`]" class="mave-field-error">{{
-            validationErrors[`functionalRanges.${rangeIdx}.classification`]
-          }}</span>
+          <span
+            v-if="validationErrors[`functionalClassifications.${rangeIdx}.classification`]"
+            class="mave-field-error"
+            >{{ validationErrors[`functionalClassifications.${rangeIdx}.classification`] }}</span
+          >
         </div>
       </div>
       <!-- Range boundaries -->
-      <div class="mavedb-wizard-row">
-        <div class="mavedb-wizard-help">
-          <label :id="scopedId(`input-investigatorProvidedRangeBoundaries-${rangeIdx}`)">Upper and lower bounds.</label>
-          <div class="mavedb-help-small">Use toggle buttons for inclusive/exclusive and infinity.</div>
+      <template v-if="!classBased">
+        <div class="mavedb-wizard-row">
+          <div class="mavedb-wizard-help">
+            <label :id="scopedId(`input-investigatorProvidedRangeBoundaries-${rangeIdx}`)"
+              >Upper and lower bounds.</label
+            >
+            <div class="mavedb-help-small">Use toggle buttons for inclusive/exclusive and infinity.</div>
+          </div>
+          <div class="mavedb-wizard-content">
+            <InputGroup>
+              <PrimeButton
+                class="score-range-toggle-button"
+                :outlined="!functionalClassificationHelpers[rangeIdx].infiniteLower"
+                @click="toggleInfinity(rangeIdx, 'lower')"
+                ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-infinity"
+              /></PrimeButton>
+              <PrimeButton
+                class="score-range-toggle-button"
+                :disabled="functionalClassificationHelpers[rangeIdx].infiniteLower"
+                :outlined="!rangeObj.inclusiveLowerBound"
+                @click="toggleBoundary(rangeIdx, 'lower')"
+                ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
+              /></PrimeButton>
+              <span class="p-float-label">
+                <InputNumber
+                  v-model="rangeObj.range[0]"
+                  :aria-labelledby="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)"
+                  class="w-full"
+                  :disabled="functionalClassificationHelpers[rangeIdx].infiniteLower"
+                  :max-fraction-digits="10"
+                  :min-fraction-digits="0"
+                  mode="decimal"
+                  step="any"
+                />
+                <label :for="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)">{{
+                  functionalClassificationHelpers[rangeIdx].infiniteLower
+                    ? '-infinity'
+                    : rangeObj.inclusiveLowerBound
+                      ? 'Lower Bound (inclusive)'
+                      : 'Lower Bound (exclusive)'
+                }}</label>
+              </span>
+              <InputGroupAddon>to</InputGroupAddon>
+              <span class="p-float-label">
+                <InputNumber
+                  v-model="rangeObj.range[1]"
+                  :aria-labelledby="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)"
+                  class="w-full"
+                  :disabled="functionalClassificationHelpers[rangeIdx].infiniteUpper"
+                  :max-fraction-digits="10"
+                  :min-fraction-digits="0"
+                  mode="decimal"
+                  step="any"
+                />
+                <label :for="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)">{{
+                  functionalClassificationHelpers[rangeIdx].infiniteUpper
+                    ? 'infinity'
+                    : rangeObj.inclusiveUpperBound
+                      ? 'Upper Bound (inclusive)'
+                      : 'Upper Bound (exclusive)'
+                }}</label>
+              </span>
+              <PrimeButton
+                class="score-range-toggle-button"
+                :disabled="functionalClassificationHelpers[rangeIdx].infiniteUpper"
+                :outlined="!rangeObj.inclusiveUpperBound"
+                @click="toggleBoundary(rangeIdx, 'upper')"
+                ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
+              /></PrimeButton>
+              <PrimeButton
+                class="score-range-toggle-button"
+                :outlined="!functionalClassificationHelpers[rangeIdx].infiniteUpper"
+                @click="toggleInfinity(rangeIdx, 'upper')"
+                ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-infinity"
+              /></PrimeButton>
+            </InputGroup>
+            <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.range`]" class="mave-field-error">{{
+              validationErrors[`functionalClassifications.${rangeIdx}.range`]
+            }}</span>
+            <span
+              v-if="validationErrors[`functionalClassifications.${rangeIdx}.inclusiveLowerBound`]"
+              class="mave-field-error"
+              >{{ validationErrors[`functionalClassifications.${rangeIdx}.range`] }}</span
+            >
+            <span
+              v-if="validationErrors[`functionalClassifications.${rangeIdx}.inclusiveUpperBound`]"
+              class="mave-field-error"
+              >{{ validationErrors[`functionalClassifications.${rangeIdx}.inclusiveUpperBound`] }}</span
+            >
+          </div>
         </div>
-        <div class="mavedb-wizard-content">
-          <InputGroup>
-            <PrimeButton
-              class="score-range-toggle-button"
-              :outlined="!functionalRangeHelpers[rangeIdx].infiniteLower"
-              @click="toggleInfinity(rangeIdx, 'lower')"
-              ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-infinity"
-            /></PrimeButton>
-            <PrimeButton
-              class="score-range-toggle-button"
-              :disabled="functionalRangeHelpers[rangeIdx].infiniteLower"
-              :outlined="!rangeObj.inclusiveLowerBound"
-              @click="toggleBoundary(rangeIdx, 'lower')"
-              ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
-            /></PrimeButton>
-            <span class="p-float-label w-full">
-              <InputNumber
-                v-model="rangeObj.range[0]"
-                :aria-labelledby="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)"
-                class="w-full"
-                :disabled="functionalRangeHelpers[rangeIdx].infiniteLower"
-                :max-fraction-digits="10"
-              />
-              <label :for="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)">{{
-                functionalRangeHelpers[rangeIdx].infiniteLower
-                  ? '-infinity'
-                  : rangeObj.inclusiveLowerBound
-                    ? 'Lower Bound (inclusive)'
-                    : 'Lower Bound (exclusive)'
-              }}</label>
-            </span>
-            <InputGroupAddon>to</InputGroupAddon>
-            <span class="p-float-label w-full">
-              <InputNumber
-                v-model="rangeObj.range[1]"
-                :aria-labelledby="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)"
-                class="w-full"
-                :disabled="functionalRangeHelpers[rangeIdx].infiniteUpper"
-                :max-fraction-digits="10"
-              />
-              <label :for="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)">{{
-                functionalRangeHelpers[rangeIdx].infiniteUpper
-                  ? 'infinity'
-                  : rangeObj.inclusiveUpperBound
-                    ? 'Upper Bound (inclusive)'
-                    : 'Upper Bound (exclusive)'
-              }}</label>
-            </span>
-            <PrimeButton
-              class="score-range-toggle-button"
-              :disabled="functionalRangeHelpers[rangeIdx].infiniteUpper"
-              :outlined="!rangeObj.inclusiveUpperBound"
-              @click="toggleBoundary(rangeIdx, 'upper')"
-              ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
-            /></PrimeButton>
-            <PrimeButton
-              class="score-range-toggle-button"
-              :outlined="!functionalRangeHelpers[rangeIdx].infiniteUpper"
-              @click="toggleInfinity(rangeIdx, 'upper')"
-              ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-infinity"
-            /></PrimeButton>
-          </InputGroup>
-          <span v-if="validationErrors[`functionalRanges.${rangeIdx}.range`]" class="mave-field-error">{{
-            validationErrors[`functionalRanges.${rangeIdx}.range`]
-          }}</span>
-          <span v-if="validationErrors[`functionalRanges.${rangeIdx}.inclusiveLowerBound`]" class="mave-field-error">{{
-            validationErrors[`functionalRanges.${rangeIdx}.range`]
-          }}</span>
-          <span v-if="validationErrors[`functionalRanges.${rangeIdx}.inclusiveUpperBound`]" class="mave-field-error">{{
-            validationErrors[`functionalRanges.${rangeIdx}.inclusiveUpperBound`]
-          }}</span>
+      </template>
+      <template v-else>
+        <div class="mavedb-wizard-row">
+          <div class="mavedb-wizard-help">
+            <label :id="scopedId(`input-functionalClassificationClass-${rangeIdx}`)"
+              >The class name for this range</label
+            >
+            <div class="mavedb-help-small">
+              This class name should be identical to the name provided in your accompanying CSV file.
+            </div>
+          </div>
+          <div class="mavedb-wizard-content">
+            <InputTextfunctionalClassification
+              v-model="rangeObj.class"
+              :aria-labelledby="scopedId(`input-functionalClassificationClass-${rangeIdx}`)"
+              style="width: 100%"
+            />
+            <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.class`]" class="mave-field-error">{{
+              validationErrors[`functionalClassifications.${rangeIdx}.class`]
+            }}</span>
+          </div>
         </div>
-      </div>
+      </template>
       <!-- ACMG classification toggle -->
       <div
-        v-if="rangeObj.classification === 'normal' || rangeObj.classification === 'abnormal'"
+        v-if="rangeObj.functionalClassification === 'normal' || rangeObj.functionalClassification === 'abnormal'"
         class="mavedb-wizard-row"
       >
         <div class="mavedb-wizard-help">
@@ -296,25 +359,27 @@
         </div>
         <div class="mavedb-wizard-content">
           <ToggleSwitch
-            v-model="functionalRangeHelpers[rangeIdx].isProvidingClassification"
+            v-model="functionalClassificationHelpers[rangeIdx].isProvidingClassification"
             :aria-labelledby="scopedId('input-investigatorIsProvidingClassification')"
             @change="updateClassificationValuesBasedOnRangeInformation(rangeIdx)"
           />
           <div class="mavedb-switch-value">
             {{
-              functionalRangeHelpers[rangeIdx].isProvidingClassification
+              functionalClassificationHelpers[rangeIdx].isProvidingClassification
                 ? 'Providing evidence strengths.'
                 : 'No evidence strengths.'
             }}
           </div>
-          <span v-if="validationErrors[`functionalRanges.${rangeIdx}.acmgClassification`]" class="mave-field-error">{{
-            validationErrors[`functionalRanges.${rangeIdx}.acmgClassification`]
-          }}</span>
+          <span
+            v-if="validationErrors[`functionalClassifications.${rangeIdx}.acmgClassification`]"
+            class="mave-field-error"
+            >{{ validationErrors[`functionalClassifications.${rangeIdx}.acmgClassification`] }}</span
+          >
         </div>
       </div>
       <!-- ACMG classification details -->
       <div
-        v-if="functionalRangeHelpers[rangeIdx].isProvidingClassification && rangeObj.acmgClassification"
+        v-if="functionalClassificationHelpers[rangeIdx].isProvidingClassification && rangeObj.acmgClassification"
         class="mavedb-wizard-row"
       >
         <div class="mavedb-wizard-help">
@@ -345,20 +410,20 @@
             </span>
           </InputGroup>
           <span
-            v-if="validationErrors[`functionalRanges.${rangeIdx}.acmgClassification.criterion`]"
+            v-if="validationErrors[`functionalClassifications.${rangeIdx}.acmgClassification.criterion`]"
             class="mave-field-error"
-            >{{ validationErrors[`functionalRanges.${rangeIdx}.acmgClassification.criterion`] }}</span
+            >{{ validationErrors[`functionalClassifications.${rangeIdx}.acmgClassification.criterion`] }}</span
           >
           <span
-            v-if="validationErrors[`functionalRanges.${rangeIdx}.acmgClassification.evidenceStrength`]"
+            v-if="validationErrors[`functionalClassifications.${rangeIdx}.acmgClassification.evidenceStrength`]"
             class="mave-field-error"
-            >{{ validationErrors[`functionalRanges.${rangeIdx}.acmgClassification.evidenceStrength`] }}</span
+            >{{ validationErrors[`functionalClassifications.${rangeIdx}.acmgClassification.evidenceStrength`] }}</span
           >
         </div>
       </div>
       <!-- OddsPaths toggle -->
       <div
-        v-if="rangeObj.classification === 'normal' || rangeObj.classification === 'abnormal'"
+        v-if="rangeObj.functionalClassification === 'normal' || rangeObj.functionalClassification === 'abnormal'"
         class="mavedb-wizard-row"
       >
         <div class="mavedb-wizard-help">
@@ -366,16 +431,18 @@
         </div>
         <div class="mavedb-wizard-content">
           <ToggleSwitch
-            v-model="functionalRangeHelpers[rangeIdx].isProvidingOddspaths"
+            v-model="functionalClassificationHelpers[rangeIdx].isProvidingOddspaths"
             :aria-labelledby="scopedId('input-investigatorIsProvidingOddsPath')"
           />
           <div class="mavedb-switch-value">
-            {{ functionalRangeHelpers[rangeIdx].isProvidingOddspaths ? 'Providing OddsPaths.' : 'No OddsPaths.' }}
+            {{
+              functionalClassificationHelpers[rangeIdx].isProvidingOddspaths ? 'Providing OddsPaths.' : 'No OddsPaths.'
+            }}
           </div>
         </div>
       </div>
       <!-- OddsPaths ratio -->
-      <div v-if="functionalRangeHelpers[rangeIdx].isProvidingOddspaths" class="mavedb-wizard-row">
+      <div v-if="functionalClassificationHelpers[rangeIdx].isProvidingOddspaths" class="mavedb-wizard-row">
         <div class="mavedb-wizard-help">
           <label :id="scopedId('input-investigatorProvidedOddsPathRatio')">OddsPaths ratio.</label>
         </div>
@@ -390,9 +457,11 @@
             />
             <label :for="scopedId('input-oddsPathRatio')">OddsPaths Ratio</label>
           </span>
-          <span v-if="validationErrors[`functionalRanges.${rangeIdx}.oddspathsRatio`]" class="mave-field-error">{{
-            validationErrors[`functionalRanges.${rangeIdx}.oddspathsRatio`]
-          }}</span>
+          <span
+            v-if="validationErrors[`functionalClassifications.${rangeIdx}.oddspathsRatio`]"
+            class="mave-field-error"
+            >{{ validationErrors[`functionalClassifications.${rangeIdx}.oddspathsRatio`] }}</span
+          >
         </div>
       </div>
     </div>
@@ -401,12 +470,45 @@
       <div class="mavedb-wizard-content">
         <PrimeButton
           icon="pi pi-plus"
-          :label="`Add ${draft.functionalRanges.length > 0 ? 'another' : 'a'} functional range`"
+          :label="`Add ${draft.functionalClassifications && draft.functionalClassifications.length > 0 ? 'another' : 'a'} functional range`"
           style="float: right"
-          @click="addFunctionalRange"
+          @click="addfunctionalClassification"
         />
       </div>
     </div>
+    <div v-if="classBased" class="mavedb-wizard-row">
+      <div class="mavedb-wizard-help">
+        <label>Class name CSV</label>
+        <div class="mavedb-help-small">
+          Since you are providing categorical class names, please upload a CSV file mapping variants to these classes.
+          This file should have two columns:<br />
+          - <code>variant_urn</code>: The URN of the variant <br />
+          - <code>class_name</code>: The name of the class associated with the variant
+        </div>
+      </div>
+      <div class="mavedb-wizard-content">
+        <FileUpload
+          :id="scopedId('input-classesFile')"
+          ref="calibrationFileUpload"
+          accept="text/csv"
+          :auto="false"
+          choose-label="Classes file"
+          :custom-upload="true"
+          :file-limit="1"
+          :show-cancel-button="false"
+          :show-upload-button="false"
+          @remove="onClassesFileClear"
+          @select="onClassesFileUpload($event)"
+        >
+          <template #empty>
+            <p>Drop a file here.</p>
+          </template>
+        </FileUpload>
+        <span v-if="validationErrors['classesFile']" class="mave-field-error">{{
+          validationErrors['classesFile']
+        }}</span>
+      </div>
+    </div>
     <div class="mavedb-wizard-row">
       <div class="mavedb-wizard-help">
         <label>Mark this calibration as 'research use only'?</label>
@@ -455,7 +557,10 @@
               <div class="p-inputchips-chip-item">
                 {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
                 <div>
-                  <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value, draft.thresholdSources)"></i>
+                  <i
+                    class="pi pi-times-circle"
+                    @click="removePublicationIdentifier(slotProps.value, draft.thresholdSources)"
+                  ></i>
                 </div>
               </div>
             </template>
@@ -501,7 +606,10 @@
               <div class="p-inputchips-chip-item">
                 {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
                 <div>
-                  <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value, draft.classificationSources)"></i>
+                  <i
+                    class="pi pi-times-circle"
+                    @click="removePublicationIdentifier(slotProps.value, draft.classificationSources)"
+                  ></i>
                 </div>
               </div>
             </template>
@@ -547,7 +655,10 @@
               <div class="p-inputchips-chip-item">
                 {{ slotProps.value.identifier }}: {{ truncatePublicationTitle(slotProps.value.title) }}
                 <div>
-                  <i class="pi pi-times-circle" @click="removePublicationIdentifier(slotProps.value, draft.methodSources)"></i>
+                  <i
+                    class="pi pi-times-circle"
+                    @click="removePublicationIdentifier(slotProps.value, draft.methodSources)"
+                  ></i>
                 </div>
               </div>
             </template>
@@ -573,6 +684,7 @@
 <script lang="ts">
 import {useHead} from '@unhead/vue'
 import config from '@/config'
+import {components} from '@/schema/openapi'
 import useScopedId from '@/composables/scoped-id'
 import useAuth from '@/composition/auth'
 import axios from 'axios'
@@ -585,6 +697,7 @@ import PrimeButton from 'primevue/button'
 import PrimeTextarea from 'primevue/textarea'
 import ToggleSwitch from 'primevue/toggleswitch'
 import AutoComplete from 'primevue/autocomplete'
+import FileUpload from 'primevue/fileupload'
 import useItems from '@/composition/items'
 import {FontAwesomeIcon} from '@fortawesome/vue-fontawesome'
 import InputGroup from 'primevue/inputgroup'
@@ -592,14 +705,7 @@ import InputNumber from 'primevue/inputnumber'
 import InputGroupAddon from 'primevue/inputgroupaddon'
 import _, {cloneDeep} from 'lodash'
 import {PublicationIdentifier} from '@/lib/publication'
-import {
-  ACMGEvidenceStrength,
-  EVIDENCE_STRENGTH,
-  BENIGN_CRITERION,
-  PATHOGENIC_CRITERION,
-  DraftScoreCalibration as DraftScoreCalibrationWithNullableFunctionalRanges,
-  FunctionalRange
-} from '@/lib/calibrations'
+import {EVIDENCE_STRENGTH, BENIGN_CRITERION, PATHOGENIC_CRITERION} from '@/lib/calibrations'
 
 type MinimalScoreSet = {
   urn: string
@@ -607,8 +713,39 @@ type MinimalScoreSet = {
   shortDescription: string | null
 }
 
-export interface DraftScoreCalibration extends DraftScoreCalibrationWithNullableFunctionalRanges {
-  functionalRanges: FunctionalRange[]
+// Type alias for ACMGClassification without server-managed fields
+export type DraftAcmgClassification = Omit<
+  components['schemas']['ACMGClassification'],
+  'id' | 'creationDate' | 'createdBy' | 'modificationDate' | 'modifiedBy' | 'recordType'
+>
+
+// Type alias for FunctionalClassification without server-managed fields
+export interface DraftFunctionalClassification
+  extends Omit<
+    components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification'],
+    'acmgClassification' | 'id' | 'creationDate' | 'createdBy' | 'modificationDate' | 'modifiedBy' | 'recordType'
+  > {
+  acmgClassification: DraftAcmgClassification | components['schemas']['ACMGClassification'] | null
+}
+
+// Type alias for ScoreCalibration without server-managed fields
+export interface DraftScoreCalibration
+  extends Omit<
+    components['schemas']['ScoreCalibration'],
+    | 'urn'
+    | 'scoreSetUrn'
+    | 'functionalClassifications'
+    | 'id'
+    | 'scoreSetId'
+    | 'creationDate'
+    | 'createdBy'
+    | 'modificationDate'
+    | 'modifiedBy'
+    | 'recordType'
+  > {
+  urn: string | null
+  scoreSetUrn: string | null
+  functionalClassifications: DraftFunctionalClassification[] | null
 }
 
 export default {
@@ -619,6 +756,7 @@ export default {
     PrimeTextarea,
     ToggleSwitch,
     AutoComplete,
+    FileUpload,
     FontAwesomeIcon,
     InputGroup,
     InputGroupAddon,
@@ -643,10 +781,20 @@ export default {
       required: false,
       default: null
     },
+    classesDraftRef: {
+      type: Object as PropType<{value: File | null}>,
+      required: false,
+      default: null
+    },
     validationErrors: {
       type: Object as PropType<{[key: string]: string}>,
       required: false,
       default: () => ({})
+    },
+    allowClassBased: {
+      type: Boolean,
+      required: false,
+      default: true
     }
   },
 
@@ -664,8 +812,12 @@ export default {
       console.warn('Both calibrationUrn and scoreSetUrn are provided; only one should be set.')
     }
 
+    // Class based tracking ref
+    const classBased = ref(false)
+    const draftClassesFile = ref<File | null>(null)
+
     // Helper to build a blank draft (create mode seed)
-    const buildBlankDraft = () => ({
+    const buildBlankDraft = (): DraftScoreCalibration => ({
       urn: props.calibrationUrn || null,
       scoreSetUrn: props.scoreSetUrn || null,
       title: '',
@@ -675,15 +827,17 @@ export default {
       researchUseOnly: false,
       private: true,
       primary: false,
-      investigatorProvide: true,
-      functionalRanges: [] as FunctionalRange[],
-      thresholdSources: [] as PublicationIdentifier[],
-      methodSources: [] as PublicationIdentifier[],
-      classificationSources: [] as PublicationIdentifier[]
+      investigatorProvided: true,
+      functionalClassifications: [] as DraftFunctionalClassification[],
+      thresholdSources: [] as components['schemas']['PublicationIdentifier'][],
+      methodSources: [] as components['schemas']['PublicationIdentifier'][],
+      classificationSources: [] as components['schemas']['PublicationIdentifier'][]
     })
 
     // Internal reactive draft calibration (object identity must remain stable)
-    type DraftScoreCalibrationWithOriginal = DraftScoreCalibration & {__original: DraftScoreCalibration}
+    type DraftScoreCalibrationWithOriginal = DraftScoreCalibration & {
+      __original: DraftScoreCalibration
+    }
     const draftCalibrationBase = buildBlankDraft()
     const draftCalibration = reactive<DraftScoreCalibrationWithOriginal>({
       ...draftCalibrationBase,
@@ -691,16 +845,19 @@ export default {
     })
 
     // Maintain functional range helper information in a separate structure
-    const functionalRangeHelpers = ref<
+    const functionalClassificationHelpers = ref<
       {
-        infiniteLower: boolean
-        infiniteUpper: boolean
+        infiniteLower: boolean | null
+        infiniteUpper: boolean | null
         isProvidingOddspaths: boolean
         isProvidingClassification: boolean
+
         lastOddsPathState: number | null
-        lastClassificationState: ACMGEvidenceStrength | null
-        lastLowerInclusiveState: boolean
-        lastUpperInclusiveState: boolean
+        lastClassificationState: DraftAcmgClassification | null
+        lastLowerInclusiveState: boolean | null
+        lastUpperInclusiveState: boolean | null
+        lastRangeState: (number | null)[] | null
+        lastClassState: string | null
       }[]
     >([])
 
@@ -726,35 +883,54 @@ export default {
         }
       })
 
-      // functionalRanges require helper flags; build each helper from functional range data
-      if (data.functionalRanges) {
-        draftCalibration.functionalRanges.splice(0, draftCalibration.functionalRanges.length)
+      if (draftCalibration.functionalClassifications == null) {
+        draftCalibration.functionalClassifications = []
+        classBased.value = false
+      } else {
+        classBased.value = data.functionalClassifications?.length
+          ? draftCalibration.functionalClassifications.every((fr) => fr.class != null)
+          : false
+      }
+
+      // functionalClassifications require helper flags; build each helper from functional range data
+      if (data.functionalClassifications && draftCalibration.functionalClassifications) {
+        draftCalibration.functionalClassifications.splice(0, draftCalibration.functionalClassifications.length)
 
-        data.functionalRanges.forEach((fr: FunctionalRange) => {
-          const draftFunctionalRange: FunctionalRange = {
+        data.functionalClassifications.forEach((fr: DraftFunctionalClassification) => {
+          const draftfunctionalClassification: DraftFunctionalClassification = {
             label: fr.label || '',
             description: fr.description || null,
-            range: fr.range || [null, null],
-            inclusiveLowerBound: fr.inclusiveLowerBound ?? true,
-            inclusiveUpperBound: fr.inclusiveUpperBound ?? true,
-            classification: fr.classification || 'not_specified',
+            range: classBased.value ? null : fr.range || [null, null],
+            class: classBased.value ? fr.class || null : null,
+            inclusiveLowerBound: classBased.value ? null : (fr.inclusiveLowerBound ?? true),
+            inclusiveUpperBound: classBased.value ? null : (fr.inclusiveUpperBound ?? true),
+            functionalClassification: fr.functionalClassification || 'not_specified',
             acmgClassification: fr.acmgClassification || null,
             oddspathsRatio: fr.oddspathsRatio || null
           }
 
-          draftCalibration.functionalRanges.push(draftFunctionalRange)
+          if (draftCalibration.functionalClassifications == null) {
+            draftCalibration.functionalClassifications = []
+          }
+          draftCalibration.functionalClassifications.push(draftfunctionalClassification)
 
-          const functionalRangeHelpersEntry = {
-            infiniteLower: fr.range[0] == null || false,
-            infiniteUpper: fr.range[1] == null || false,
+          const functionalClassificationHelpersEntry = {
+            infiniteLower: fr.range != null ? null : (fr.range != null && fr.range[0] == null) || false,
+            infiniteUpper: fr.range != null ? null : (fr.range != null && fr.range[1] == null) || false,
             isProvidingOddspaths: fr.oddspathsRatio != null || false,
             isProvidingClassification: fr.acmgClassification != null || false,
             lastOddsPathState: fr.oddspathsRatio != null ? fr.oddspathsRatio : null,
             lastClassificationState: fr.acmgClassification != null ? fr.acmgClassification : null,
-            lastLowerInclusiveState: fr.inclusiveLowerBound,
-            lastUpperInclusiveState: fr.inclusiveUpperBound
+            lastLowerInclusiveState: classBased.value ? null : fr.inclusiveLowerBound ? fr.inclusiveLowerBound : null,
+            lastUpperInclusiveState: classBased.value ? null : fr.inclusiveUpperBound ? fr.inclusiveUpperBound : null,
+            lastRangeState: classBased.value
+              ? null
+              : fr.range != null
+                ? [fr.range[0] != null ? fr.range[0] : null, fr.range[1] != null ? fr.range[1] : null]
+                : null,
+            lastClassState: classBased.value ? (fr.class != null ? fr.class : null) : null
           }
-          functionalRangeHelpers.value.push(functionalRangeHelpersEntry)
+          functionalClassificationHelpers.value.push(functionalClassificationHelpersEntry)
         })
       }
     }
@@ -780,7 +956,7 @@ export default {
     const isDirty = ref(false)
     const isValid = ref(false)
     const recomputeMeta = () => {
-      // Remove helper wrapper from comparison by mapping functionalRanges -> values
+      // Remove helper wrapper from comparison by mapping functionalClassifications -> values
       const snapshot = (dc: DraftScoreCalibration) => ({
         urn: dc.urn,
         scoreSetUrn: dc.scoreSetUrn,
@@ -789,7 +965,7 @@ export default {
         baselineScore: dc.baselineScore,
         baselineScoreDescription: dc.baselineScoreDescription,
         researchUseOnly: dc.researchUseOnly,
-        functionalRanges: dc.functionalRanges,
+        functionalClassifications: dc.functionalClassifications,
         thresholdSources: dc.thresholdSources,
         methodSources: dc.methodSources,
         classificationSources: dc.classificationSources
@@ -806,9 +982,9 @@ export default {
       // eslint-disable-next-line vue/no-mutating-props
       props.calibrationDraftRef.value = draftCalibration
     }
-    if (props.calibrationDraftRef) {
+    if (props.classesDraftRef) {
       // eslint-disable-next-line vue/no-mutating-props
-      props.calibrationDraftRef.value = draftCalibration
+      props.classesDraftRef.value = draftClassesFile
     }
 
     // Determine initial mode and load the appropriate calibration data
@@ -846,14 +1022,16 @@ export default {
         externalPublicationIdentifierSuggestions.setRequestBody({text}),
 
       draft: draftCalibration,
+      draftClassesFile,
       isDirty,
       isValid,
+      classBased,
       applyCalibrationData,
       loadCalibration,
       initCreateDraft,
       markChanged,
       recomputeMeta,
-      functionalRangeHelpers,
+      functionalClassificationHelpers,
       rangeClassifications
     }
   },
@@ -917,12 +1095,57 @@ export default {
           this.recomputeMeta()
         }
       }
+    },
+    classBased: {
+      handler(newValue: boolean) {
+        if (!this.draft.functionalClassifications) {
+          return
+        }
+
+        this.draft.functionalClassifications.forEach((fr, idx) => {
+          if (!this.functionalClassificationHelpers[idx]) {
+            return
+          }
+
+          // store current state
+          let currentRangeState: (number | null)[] | null = null
+          if (fr.range) {
+            currentRangeState = [fr.range[0] != null ? fr.range[0] : null, fr.range[1] != null ? fr.range[1] : null]
+          }
+          let currentClassState: string | null = null
+          if (fr.class) {
+            currentClassState = fr.class
+          }
+
+          // apply switch
+          fr.range = newValue
+            ? null
+            : this.functionalClassificationHelpers[idx].lastRangeState
+              ? [
+                  this.functionalClassificationHelpers[idx].lastRangeState[0],
+                  this.functionalClassificationHelpers[idx].lastRangeState[1]
+                ]
+              : [null, null]
+          fr.class = newValue ? this.functionalClassificationHelpers[idx].lastClassState : null
+
+          // update helper tracking
+          this.functionalClassificationHelpers[idx].lastRangeState = currentRangeState
+          this.functionalClassificationHelpers[idx].lastClassState = currentClassState
+        })
+      }
     }
   },
   mounted: async function () {
     await this.loadEditableScoreSets()
   },
   methods: {
+    onClassesFileUpload: function (event: {files: File[]}) {
+      // parent component will handle the file upload via the ref
+      this.draftClassesFile = event.files[0] || null
+    },
+    onClassesFileClear: function () {
+      this.draftClassesFile = null
+    },
     loadEditableScoreSets: async function () {
       try {
         const response = await axios.post(`${config.apiBaseUrl}/me/score-sets/search`, {
@@ -962,7 +1185,13 @@ export default {
       }
     },
 
-    acceptNewPublicationIdentifier: function (publicationList: PublicationIdentifier[]) {
+    acceptNewPublicationIdentifier: function (
+      publicationList: components['schemas']['PublicationIdentifier'][] | null | undefined
+    ) {
+      if (!publicationList) {
+        return
+      }
+
       // We assume the newest value is the right-most one here. That seems to always be true in this version of Primevue,
       // but that may change in the future.
       const newIdx = publicationList.length - 1
@@ -982,6 +1211,7 @@ export default {
     clearPublicationIdentifierSearch: function (refName: string) {
       // This could change with a new Primevue version.
       const input = this.$refs[refName]
+      // @ts-expect-error access of unknown ref
       input.$refs.focusInput.value = ''
     },
 
@@ -1005,20 +1235,25 @@ export default {
       return suggestions
     },
 
-    addFunctionalRange: function () {
-      this.draft.functionalRanges.push({
+    addfunctionalClassification: function () {
+      if (!this.draft.functionalClassifications) {
+        this.draft.functionalClassifications = []
+      }
+
+      this.draft.functionalClassifications.push({
         label: '',
         description: '',
-        range: [null, null],
+        range: this.classBased ? null : [null, null],
+        class: null,
 
-        inclusiveLowerBound: true,
-        inclusiveUpperBound: false,
-        classification: null,
+        inclusiveLowerBound: this.classBased ? null : true,
+        inclusiveUpperBound: this.classBased ? null : false,
+        functionalClassification: 'not_specified',
         acmgClassification: null,
         oddspathsRatio: null
       })
 
-      this.functionalRangeHelpers.push({
+      this.functionalClassificationHelpers.push({
         infiniteLower: false,
         infiniteUpper: false,
         isProvidingOddspaths: false,
@@ -1026,13 +1261,17 @@ export default {
         lastOddsPathState: null,
         lastClassificationState: null,
         lastLowerInclusiveState: true,
-        lastUpperInclusiveState: false
+        lastUpperInclusiveState: false,
+        lastRangeState: this.classBased ? null : [null, null],
+        lastClassState: null
       })
       this.recomputeMeta()
     },
 
     toggleBoundary: function (rangeIdx: number, boundType: 'lower' | 'upper') {
-      const rangeObj = this.draft.functionalRanges[rangeIdx]
+      if (!this.draft.functionalClassifications) return
+
+      const rangeObj = this.draft.functionalClassifications[rangeIdx]
       if (!rangeObj) return
       if (boundType === 'lower') {
         rangeObj.inclusiveLowerBound = !rangeObj.inclusiveLowerBound
@@ -1042,23 +1281,28 @@ export default {
     },
 
     toggleInfinity: function (rangeIdx: number, boundType: 'lower' | 'upper') {
-      const rangeObj = this.draft.functionalRanges[rangeIdx]
-      const rangeHelper = this.functionalRangeHelpers[rangeIdx]
+      if (!this.draft.functionalClassifications) return
+
+      const rangeObj = this.draft.functionalClassifications[rangeIdx]
+      const rangeHelper = this.functionalClassificationHelpers[rangeIdx]
       if (!rangeObj) return
+
       if (boundType === 'lower') {
         rangeHelper.infiniteLower = !rangeHelper.infiniteLower
-        if (rangeHelper.infiniteLower) {
+        if (rangeHelper.infiniteLower && rangeObj.range) {
           rangeObj.range[0] = null
-          rangeHelper.lastLowerInclusiveState = rangeObj.inclusiveLowerBound
+          rangeHelper.lastLowerInclusiveState =
+            rangeObj.inclusiveLowerBound != null ? rangeObj.inclusiveLowerBound : null
           rangeObj.inclusiveLowerBound = false
         } else {
           rangeObj.inclusiveLowerBound = rangeHelper.lastLowerInclusiveState
         }
       } else if (boundType === 'upper') {
         rangeHelper.infiniteUpper = !rangeHelper.infiniteUpper
-        if (rangeHelper.infiniteUpper) {
+        if (rangeHelper.infiniteUpper && rangeObj.range) {
           rangeObj.range[1] = null
-          rangeHelper.lastUpperInclusiveState = rangeObj.inclusiveUpperBound
+          rangeHelper.lastUpperInclusiveState =
+            rangeObj.inclusiveUpperBound != null ? rangeObj.inclusiveUpperBound : null
           rangeObj.inclusiveUpperBound = false
         } else {
           rangeObj.inclusiveUpperBound = rangeHelper.lastUpperInclusiveState
@@ -1067,10 +1311,12 @@ export default {
     },
 
     updateClassificationValuesBasedOnRangeInformation: function (rangeIdx: number) {
-      const rangeObj = this.draft.functionalRanges[rangeIdx]
-      const rangeHelper = this.functionalRangeHelpers[rangeIdx]
+      if (!this.draft.functionalClassifications) return
+
+      const rangeObj = this.draft.functionalClassifications[rangeIdx]
+      const rangeHelper = this.functionalClassificationHelpers[rangeIdx]
       if (!rangeObj) return
-      if (!rangeObj.classification || rangeObj.classification === 'not_specified') {
+      if (!rangeObj.functionalClassification || rangeObj.functionalClassification === 'not_specified') {
         // Clear ACMG classification if range classification is not specified
         rangeHelper.isProvidingClassification = false
       }
@@ -1082,9 +1328,9 @@ export default {
       } else {
         rangeObj.acmgClassification = {
           criterion:
-            rangeObj.classification === 'normal'
+            rangeObj.functionalClassification === 'normal'
               ? BENIGN_CRITERION
-              : rangeObj.classification === 'abnormal'
+              : rangeObj.functionalClassification === 'abnormal'
                 ? PATHOGENIC_CRITERION
                 : null,
           evidenceStrength: rangeHelper.lastClassificationState?.evidenceStrength
@@ -1094,9 +1340,11 @@ export default {
       }
     },
 
-    removeFunctionalRange: function (rangeIdx: number) {
-      this.draft.functionalRanges.splice(rangeIdx, 1)
-      this.functionalRangeHelpers.splice(rangeIdx, 1)
+    removefunctionalClassification: function (rangeIdx: number) {
+      if (!this.draft.functionalClassifications) return
+
+      this.draft.functionalClassifications.splice(rangeIdx, 1)
+      this.functionalClassificationHelpers.splice(rangeIdx, 1)
       this.recomputeMeta()
     },
 
@@ -1138,23 +1386,36 @@ export default {
           // @ts-expect-error index
           this.draft[k] = original[k]
         })
-        // Reset functionalRanges and their helpers
-        this.draft.functionalRanges.splice(0, this.draft.functionalRanges.length)
-        this.functionalRangeHelpers.splice(0, this.functionalRangeHelpers.length)
-        original.functionalRanges.forEach((fr: FunctionalRange) => {
-          this.draft.functionalRanges.push(fr)
-          const functionalRangeHelpersEntry = {
-            infiniteLower: fr.range[0] == null || false,
-            infiniteUpper: fr.range[1] == null || false,
-            isProvidingOddspaths: fr.oddspathsRatio != null || false,
-            isProvidingClassification: fr.acmgClassification != null || false,
-            lastOddsPathState: fr.oddspathsRatio != null ? fr.oddspathsRatio : null,
-            lastClassificationState: fr.acmgClassification != null ? fr.acmgClassification : null,
-            lastLowerInclusiveState: fr.inclusiveLowerBound,
-            lastUpperInclusiveState: fr.inclusiveUpperBound
-          }
-          this.functionalRangeHelpers.push(functionalRangeHelpersEntry)
-        })
+        // Reset functionalClassifications and their helpers
+        if (!this.draft.functionalClassifications) {
+          this.draft.functionalClassifications = []
+        }
+        this.draft.functionalClassifications.splice(0, this.draft.functionalClassifications?.length)
+        this.functionalClassificationHelpers.splice(0, this.functionalClassificationHelpers.length)
+
+        if (original.functionalClassifications) {
+          original.functionalClassifications.forEach((fr: DraftFunctionalClassification) => {
+            if (this.draft.functionalClassifications == null) {
+              this.draft.functionalClassifications = []
+            }
+
+            this.draft.functionalClassifications.push(fr)
+            const functionalClassificationHelpersEntry = {
+              infiniteLower: fr.range != null ? null : (fr.range != null && fr.range[0] == null) || false,
+              infiniteUpper: fr.range != null ? null : (fr.range != null && fr.range[1] == null) || false,
+              isProvidingOddspaths: fr.oddspathsRatio != null || false,
+              isProvidingClassification: fr.acmgClassification != null || false,
+              lastOddsPathState: fr.oddspathsRatio != null ? fr.oddspathsRatio : null,
+              lastClassificationState: fr.acmgClassification != null ? fr.acmgClassification : null,
+              lastLowerInclusiveState: fr.inclusiveLowerBound != null ? fr.inclusiveLowerBound : null,
+              lastUpperInclusiveState: fr.inclusiveUpperBound != null ? fr.inclusiveUpperBound : null,
+              lastRangeState: fr.range != null ? fr.range : null,
+              lastClassState: fr.class != null ? fr.class : null
+            }
+            this.functionalClassificationHelpers.push(functionalClassificationHelpersEntry)
+          })
+        }
+
         this.recomputeMeta()
       }
     }
diff --git a/src/components/CalibrationTable.vue b/src/components/CalibrationTable.vue
index 99d80bc3..157de95b 100644
--- a/src/components/CalibrationTable.vue
+++ b/src/components/CalibrationTable.vue
@@ -56,46 +56,97 @@
           </div>
 
           <!-- Classification row -->
-          <div class="mavedb-calibration-row-header grid-row-header">Classification</div>
+          <div class="mavedb-calibration-row-header grid-row-header">Functional classification</div>
           <div
             v-for="(range, rangeIndex) in chunk"
             :key="range.label + '-classification'"
             :class="[
               'grid-data-cell',
-              `mave-classification-${range.classification}`,
+              `mave-classification-${range.functionalClassification}`,
               {'last-column': rangeIndex === chunk.length - 1}
             ]"
           >
-            <span>{{ range.classification ? titleCase(range.classification) : 'Not Provided' }}</span>
+            <span>{{
+              range.functionalClassification ? titleCase(range.functionalClassification) : 'Not Provided'
+            }}</span>
           </div>
 
           <!-- Numeric interval row -->
-          <div
-            class="mavedb-calibration-row-header grid-row-header"
-            :class="{'last-row': isLastRowInChunk('interval')}"
-          >
-            Numeric interval
-          </div>
-          <div
-            v-for="(range, rangeIndex) in chunk"
-            :key="range.label + '-interval'"
-            :class="[
-              'grid-data-cell',
-              'monospaced-type',
-              {
-                'last-column': rangeIndex === chunk.length - 1,
-                'last-row': isLastRowInChunk('interval')
-              }
-            ]"
-          >
-            <span>
-              {{ range.inclusiveLowerBound ? '[' : '('
-              }}<template v-if="range.range[0] !== null">{{ roundForCalibrationTable(range.range[0]) }}</template
-              ><span v-else><span class="minus-symbol">&minus;</span><span class="infinity-symbol">&infin;</span></span
-              >, <template v-if="range.range[1] !== null">{{ roundForCalibrationTable(range.range[1]) }}</template
-              ><span v-else class="infinity-symbol">&infin;</span>{{ range.inclusiveUpperBound ? ']' : ')' }}
-            </span>
-          </div>
+          <template v-if="!calibrationIsClassBased">
+            <div
+              class="mavedb-calibration-row-header grid-row-header"
+              :class="{'last-row': isLastRowInChunk('interval')}"
+            >
+              Numeric interval
+            </div>
+            <div
+              v-for="(range, rangeIndex) in chunk"
+              :key="range.label + '-interval'"
+              :class="[
+                'grid-data-cell',
+                'monospaced-type',
+                {
+                  'last-column': rangeIndex === chunk.length - 1,
+                  'last-row': isLastRowInChunk('interval')
+                }
+              ]"
+            >
+              <span>
+                {{ range.inclusiveLowerBound ? '[' : '('
+                }}<template v-if="range.range[0] !== null">{{ roundForCalibrationTable(range.range[0]) }}</template
+                ><span v-else
+                  ><span class="minus-symbol">&minus;</span><span class="infinity-symbol">&infin;</span></span
+                >, <template v-if="range.range[1] !== null">{{ roundForCalibrationTable(range.range[1]) }}</template
+                ><span v-else class="infinity-symbol">&infin;</span>{{ range.inclusiveUpperBound ? ']' : ')' }}
+              </span>
+            </div>
+          </template>
+
+          <!-- Variant count row -->
+          <template v-if="calibrationIsClassBased">
+            <div class="mavedb-calibration-row-header grid-row-header" :class="{'last-row': isLastRowInChunk('class')}">
+              Class name
+            </div>
+            <div
+              v-for="(range, rangeIndex) in chunk"
+              :key="range.label + '-class'"
+              :class="[
+                'grid-data-cell',
+                'monospaced-type',
+                {
+                  'last-column': rangeIndex === chunk.length - 1,
+                  'last-row': isLastRowInChunk('class')
+                }
+              ]"
+            >
+              <span>
+                {{ range.class ? range.class : '-' }}
+              </span>
+            </div>
+
+            <div
+              class="mavedb-calibration-row-header grid-row-header"
+              :class="{'last-row': isLastRowInChunk('variant-count')}"
+            >
+              Num variants in class
+            </div>
+            <div
+              v-for="(range, rangeIndex) in chunk"
+              :key="range.label + '-variant-count'"
+              :class="[
+                'grid-data-cell',
+                'monospaced-type',
+                {
+                  'last-column': rangeIndex === chunk.length - 1,
+                  'last-row': isLastRowInChunk('variant-count')
+                }
+              ]"
+            >
+              <span>
+                {{ range.variants ? range.variants.length : 0 }}
+              </span>
+            </div>
+          </template>
 
           <!-- Evidence strength row (if any ranges have evidence codes) -->
           <template v-if="anyRangeHasEvidenceCode">
@@ -298,9 +349,9 @@
 <script lang="ts">
 import PrimeButton from 'primevue/button'
 import {defineComponent, PropType} from 'vue'
+import {components} from '@/schema/openapi'
 
 import {shortCitationForPublication} from '@/lib/publication'
-import {PersistedScoreCalibration, FunctionalRange} from '@/lib/calibrations'
 
 export default defineComponent({
   name: 'CalibrationTable',
@@ -309,7 +360,7 @@ export default defineComponent({
 
   props: {
     scoreCalibration: {
-      type: Object as PropType<PersistedScoreCalibration>,
+      type: Object as PropType<components['schemas']['ScoreCalibration']>,
       required: true
     }
   },
@@ -324,38 +375,56 @@ export default defineComponent({
   },
 
   computed: {
+    calibrationIsClassBased(): boolean {
+      if (!this.scoreCalibration.functionalClassifications) {
+        return false
+      }
+
+      return this.scoreCalibration.functionalClassifications.every((fc) => fc.class != null)
+    },
+
     anyRangeHasEvidenceStrength(): boolean {
-      if (!this.scoreCalibration.functionalRanges) {
+      if (!this.scoreCalibration.functionalClassifications) {
         return false
       }
 
-      return this.scoreCalibration.functionalRanges.some(
-        (r: FunctionalRange) => r.acmgClassification && 'points' in r.acmgClassification
+      return this.scoreCalibration.functionalClassifications.some(
+        (r: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']) =>
+          r.acmgClassification && 'points' in r.acmgClassification
       )
     },
 
     anyRangeHasEvidenceCode(): boolean {
-      if (!this.scoreCalibration.functionalRanges) {
+      if (!this.scoreCalibration.functionalClassifications) {
         return false
       }
 
-      return this.scoreCalibration.functionalRanges.some((r: FunctionalRange) => r.acmgClassification?.evidenceStrength)
+      return this.scoreCalibration.functionalClassifications.some(
+        (r: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']) =>
+          r.acmgClassification?.evidenceStrength
+      )
     },
 
     anyRangeHasOddsPaths(): boolean {
-      if (!this.scoreCalibration.functionalRanges) {
+      if (!this.scoreCalibration.functionalClassifications) {
         return false
       }
 
-      return this.scoreCalibration.functionalRanges.some((r: FunctionalRange) => r.oddspathsRatio !== undefined)
+      return this.scoreCalibration.functionalClassifications.some(
+        (r: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']) =>
+          r.oddspathsRatio !== undefined
+      )
     },
 
     anyRangeHasPLR(): boolean {
-      if (!this.scoreCalibration.functionalRanges) {
+      if (!this.scoreCalibration.functionalClassifications) {
         return false
       }
 
-      return this.scoreCalibration.functionalRanges.some((r: FunctionalRange) => 'positiveLikelihoodRatio' in r)
+      return this.scoreCalibration.functionalClassifications.some(
+        (r: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']) =>
+          'positiveLikelihoodRatio' in r
+      )
     },
 
     hasAnySources(): boolean {
@@ -367,10 +436,10 @@ export default defineComponent({
     },
 
     sortedRanges() {
-      if (!this.scoreCalibration.functionalRanges) {
+      if (!this.scoreCalibration.functionalClassifications) {
         return []
       }
-      return [...this.scoreCalibration.functionalRanges].sort(this.comparescoreCalibration)
+      return [...this.scoreCalibration.functionalClassifications].sort(this.compareScoreCalibration)
     },
 
     baselineScoreIsDefined() {
@@ -429,14 +498,30 @@ export default defineComponent({
       if (this.anyRangeHasPLR) return rowType === 'plr'
       if (this.anyRangeHasOddsPaths) return rowType === 'oddspaths'
       if (this.anyRangeHasEvidenceCode) return rowType === 'evidence'
+      if (this.calibrationIsClassBased) return rowType === 'variant-count'
       return rowType === 'interval' // Numeric interval is always present
     },
 
-    comparescoreCalibration(a: FunctionalRange, b: FunctionalRange): number {
-      let result = this.compareScores(a.range[0], b.range[0], true)
-      if (result == 0) {
+    compareScoreCalibration(
+      a: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification'],
+      b: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']
+    ): number {
+      let result = 0
+
+      // return alphabetical order by class
+      if (a.class && b.class) {
+        result = a.class.localeCompare(b.class)
+        if (result !== 0) return result
+      }
+
+      // compare by range boundaries
+      if (a.range && b.range) {
+        result = this.compareScores(a.range[0], b.range[0], true)
+        if (result !== 0) return result
         result = this.compareScores(a.range[1], b.range[1], false)
+        if (result !== 0) return result
       }
+
       return result
     },
 
@@ -464,7 +549,9 @@ export default defineComponent({
       return parseFloat(String(value)).toFixed(2)
     },
 
-    formattedEvidenceCode(range: FunctionalRange) {
+    formattedEvidenceCode(
+      range: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']
+    ) {
       if (!range.acmgClassification?.evidenceStrength) {
         return ''
       }
diff --git a/src/components/ScoreSetHeatmap.vue b/src/components/ScoreSetHeatmap.vue
index 91d5e895..5e5b144a 100644
--- a/src/components/ScoreSetHeatmap.vue
+++ b/src/components/ScoreSetHeatmap.vue
@@ -69,7 +69,6 @@ import makeHeatmap from '@/lib/heatmap'
 import type {Heatmap, HeatmapDatum, HeatmapRowSpecification} from '@/lib/heatmap'
 import {parseSimpleProVariant, parseSimpleNtVariant, variantNotNullOrNA} from '@/lib/mave-hgvs'
 import {NUCLEOTIDE_BASES} from '@/lib/nucleotides'
-import type {FunctionalRange, PersistedScoreCalibration} from '@/lib/calibrations'
 import {
   PARSED_POST_MAPPED_VARIANT_PROPERTIES,
   HgvsReferenceSequenceType,
@@ -77,6 +76,7 @@ import {
   isStartOrStopLoss,
   Variant
 } from '@/lib/variants'
+import {components} from '@/schema/openapi'
 
 interface VariantHeatmapDatum {
   x: number
@@ -197,7 +197,7 @@ export default defineComponent({
       default: false
     },
     scoreSet: {
-      type: Object,
+      type: Object as PropType<components['schemas']['ScoreSet'] | null>,
       required: true
     },
     showProteinStructureButton: {
@@ -296,7 +296,7 @@ export default defineComponent({
     },
 
     targetType: function () {
-      const targetGenes: any[] = this.scoreSet?.targetGenes || []
+      const targetGenes: components['schemas']['TargetGene'][] = this.scoreSet?.targetGenes || []
       if (targetGenes.length == 0) {
         return 'none'
       }
@@ -615,8 +615,8 @@ export default defineComponent({
     ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
     colorScaleDomain: function () {
-      const baselineScore = this.scoreSet.scoreCalibration?.find(
-        (calibration: PersistedScoreCalibration) => calibration.primary
+      const baselineScore = this.scoreSet?.scoreCalibrations?.find(
+        (calibration: components['schemas']['ScoreCalibration']) => calibration.primary
       )?.baselineScore
 
       const scores = this.heatmapData.map((v) => v.meanScore).filter((score) => score != null)
@@ -653,22 +653,45 @@ export default defineComponent({
     ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
     functionalClassBasedColorScaleDomainIntervals: function () {
+      // If any ranges are null (ie. we are dealing with a class based calibration), return an empty domain.
+      // The color scale for such calibrations should be based on the categorical classes, not on score ranges.
+      if (
+        this.scoreSet?.scoreCalibrations
+          ?.find((calibration: components['schemas']['ScoreCalibration']) => calibration.primary)
+          ?.functionalClassifications?.some((classification) => classification.range === null)
+      ) {
+        return []
+      }
+
       // Start with all the ranges classified as normal or abnormal. We ignore other ranges, because they either lie
       // outside the normal/abnormal ranges, so that they should be treated as neutral intervals, or they overlap
       // with them, so that the normal or abnormal classification takes precedence.
-      const ranges = (
-        this.scoreSet.scoreCalibrations?.find((calibration: PersistedScoreCalibration) => calibration.primary)
-          ?.functionalRanges || []
-      ).filter((range: FunctionalRange) => ['normal', 'abnormal'].includes(range.classification))
-      if (ranges.length === 0) {
+      const classifications = (
+        this.scoreSet?.scoreCalibrations?.find(
+          (calibration: components['schemas']['ScoreCalibration']) => calibration.primary
+        )?.functionalClassifications || []
+      ).filter(
+        (range: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']) =>
+          range.functionalClassification !== undefined &&
+          ['normal', 'abnormal'].includes(range.functionalClassification)
+      )
+      if (classifications.length === 0) {
         return []
       }
 
       // Flatten all interval endpoints.
-      const endpoints: Array<{value: number | null; type: 'min' | 'max'; range: FunctionalRange}> = []
-      for (const range of ranges) {
-        endpoints.push({value: range.range[0], type: 'min', range})
-        endpoints.push({value: range.range[1], type: 'max', range})
+      const endpoints: Array<{
+        value: number | null
+        type: 'min' | 'max'
+        range: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']
+      }> = []
+      for (const classification of classifications) {
+        if (classification.range == null) {
+          continue
+        }
+
+        endpoints.push({value: classification.range[0], type: 'min', range: classification})
+        endpoints.push({value: classification.range[1], type: 'max', range: classification})
       }
 
       // Sort endpoints. Null is -infinity when it's a minimum, infinity when it's a maximum.
@@ -685,8 +708,12 @@ export default defineComponent({
       })
 
       // Build intervals from the endpoints.
-      const intervals: Array<{min: number | null; max: number | null; ranges: FunctionalRange[]}> = []
-      let active: FunctionalRange[] = []
+      const intervals: Array<{
+        min: number | null
+        max: number | null
+        classifications: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification'][]
+      }> = []
+      let active: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification'][] = []
       let previousThreshold: number | null = null
       for (const endpoint of endpoints) {
         const currentThreshold = endpoint.value
@@ -694,7 +721,7 @@ export default defineComponent({
           intervals.push({
             min: previousThreshold,
             max: currentThreshold,
-            ranges: [...active]
+            classifications: [...active]
           })
           previousThreshold = currentThreshold
         }
@@ -711,14 +738,14 @@ export default defineComponent({
         intervals.unshift({
           min: null,
           max: intervals[0].min,
-          ranges: []
+          classifications: []
         })
       }
       if (intervals.length > 0 && intervals[intervals.length - 1].max != null) {
         intervals.push({
           min: intervals[intervals.length - 1].max,
           max: null,
-          ranges: []
+          classifications: []
         })
       }
 
@@ -738,7 +765,9 @@ export default defineComponent({
       // classification. Otherwise give it a neutral classification. (The second case includes the subcase where normal
       // and abnormal ranges overlap. This should not happen, but we treat it as best we can.)
       const classifiedIntervals = nonemptyIntervals.map((interval) => {
-        const classifications = _.uniq(interval.ranges.map((range) => range.classification))
+        const classifications = _.uniq(
+          interval.classifications.map((classification) => classification.functionalClassification)
+        )
         const classification = classifications.length == 1 ? classifications[0] : 'neutral'
         return {
           min: interval.min,
@@ -868,7 +897,7 @@ export default defineComponent({
           }
         }
 
-        previousIntervalClassification = interval.classification
+        previousIntervalClassification = interval.classification ? interval.classification : 'none'
       }
 
       return controlPoints
diff --git a/src/components/ScoreSetHistogram.vue b/src/components/ScoreSetHistogram.vue
index 6f3118e3..38a2c0fc 100644
--- a/src/components/ScoreSetHistogram.vue
+++ b/src/components/ScoreSetHistogram.vue
@@ -2,13 +2,9 @@
   <div class="mavedb-histogram-controls">
     <Tabs v-if="hasTabBar" v-model:value="activeViz">
       <TabList>
-        <Tab
-          v-for="(option, index) of vizOptions"
-          :key="index"
-          :value="index"
-        >
+        <Tab v-for="(option, index) of vizOptions" :key="index" :value="index">
           {{ option.label }}
-        </tab>
+        </Tab>
       </TabList>
     </Tabs>
     <div v-if="showCalibrations" class="mavedb-histogram-thresholds-control">
@@ -163,7 +159,7 @@ import makeHistogram, {
   HistogramBin,
   HistogramShader
 } from '@/lib/histogram'
-import {prepareCalibrationsForHistogram, shaderOverlapsBin, PersistedScoreCalibration} from '@/lib/calibrations'
+import {prepareCalibrationsForHistogram, shaderOverlapsBin} from '@/lib/calibrations'
 import {variantNotNullOrNA} from '@/lib/mave-hgvs'
 import {
   DEFAULT_VARIANT_EFFECT_TYPES,
@@ -176,6 +172,7 @@ import {
   Variant,
   allCodingVariantsHaveProteinConsequence
 } from '@/lib/variants'
+import {components} from '@/schema/openapi'
 
 function naToUndefined(x: string | null | undefined) {
   if (variantNotNullOrNA(x)) {
@@ -264,7 +261,7 @@ export default defineComponent({
       showCalibrations: scoreSetHasCalibrations,
       activeCalibration: {label: 'None', value: null} as {
         label: string
-        value: PersistedScoreCalibration | null
+        value: components['schemas']['ScoreCalibration'] | null
       },
       defaultVizApplied: false,
 
@@ -522,8 +519,8 @@ export default defineComponent({
       return this.activeViz == this.vizOptions.findIndex((item) => item.view === 'custom')
     },
 
-    scoreCalibrations: function (): {[key: string]: PersistedScoreCalibration} | null {
-      const calibrationObjects: Record<string, PersistedScoreCalibration> = {}
+    scoreCalibrations: function (): {[key: string]: components['schemas']['ScoreCalibration']} | null {
+      const calibrationObjects: Record<string, components['schemas']['ScoreCalibration']> = {}
       if (this.scoreSet.scoreCalibrations != null && this.scoreSet.scoreCalibrations.length > 0) {
         for (const calibration of this.scoreSet.scoreCalibrations) {
           calibrationObjects[calibration.urn] = calibration
@@ -571,12 +568,12 @@ export default defineComponent({
     },
 
     histogramShaders: function () {
-      const shaders: Record<string, any> = {null: null} // No shader
+      const shaders: Record<string, HistogramShader[] | null> = {null: null} // No shader
 
       if (!this.scoreCalibrations) return shaders
 
       for (const [key, value] of Object.entries(this.scoreCalibrations)) {
-        shaders[key] = prepareCalibrationsForHistogram(value as PersistedScoreCalibration)
+        shaders[key] = prepareCalibrationsForHistogram(value as components['schemas']['ScoreCalibration'])
       }
 
       return shaders
@@ -1184,7 +1181,7 @@ export default defineComponent({
 
       // Next, prefer any calibration that has any functional ranges defined
       const anyWithRanges = this.activeCalibrationOptions.find(
-        (option) => option.value?.functionalRanges && option.value.functionalRanges.length > 0
+        (option) => option.value?.functionalClassifications && option.value.functionalClassifications.length > 0
       )
       if (anyWithRanges) {
         return anyWithRanges
diff --git a/src/components/VariantMeasurementView.vue b/src/components/VariantMeasurementView.vue
index 4c4ed244..f5266cb5 100644
--- a/src/components/VariantMeasurementView.vue
+++ b/src/components/VariantMeasurementView.vue
@@ -139,8 +139,9 @@ import useRemoteData from '@/composition/remote-data'
 import config from '@/config'
 import {parseScoresOrCounts, ScoresOrCountsRow} from '@/lib/scores'
 import ProgressSpinner from 'primevue/progressspinner'
-import {FunctionalRange, functionalRangeContainsVariant, PersistedScoreCalibration} from '@/lib/calibrations'
+import {functionalClassificationContainsVariant} from '@/lib/calibrations'
 import CalibrationTable from './CalibrationTable.vue'
+import {components} from '@/schema/openapi'
 
 type Classification = 'Functionally normal' | 'Functionally abnormal' | 'Not specified'
 
@@ -274,7 +275,7 @@ export default defineComponent({
       )
     },
     variantScoreRange: function () {
-      if (!this.selectedCalibrationObject?.functionalRanges) {
+      if (!this.selectedCalibrationObject?.functionalClassifications) {
         return null
       }
 
@@ -283,8 +284,9 @@ export default defineComponent({
         return null
       }
 
-      const range = this.selectedCalibrationObject.functionalRanges.find((range: FunctionalRange) =>
-        functionalRangeContainsVariant(range, variantScore)
+      const range = this.selectedCalibrationObject.functionalClassifications.find(
+        (range: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']) =>
+          functionalClassificationContainsVariant(range, variantScore)
       )
 
       return range
@@ -301,14 +303,14 @@ export default defineComponent({
       }
       return null
     },
-    selectedCalibrationObject: function (): PersistedScoreCalibration | null {
+    selectedCalibrationObject: function (): components['schemas']['ScoreCalibration'] | null {
       if (!this.selectedCalibration || !this.variant?.scoreSet?.scoreCalibrations) {
         return null
       }
 
       return (
         this.variant.scoreSet.scoreCalibrations.find(
-          (calibration: PersistedScoreCalibration) => calibration.urn === this.selectedCalibration
+          (calibration: components['schemas']['ScoreCalibration']) => calibration.urn === this.selectedCalibration
         ) || null
       )
     }
diff --git a/src/components/screens/ScoreSetCalibrationsView.vue b/src/components/screens/ScoreSetCalibrationsView.vue
index 06dec8cb..2c30818d 100644
--- a/src/components/screens/ScoreSetCalibrationsView.vue
+++ b/src/components/screens/ScoreSetCalibrationsView.vue
@@ -105,9 +105,16 @@
                 />
               </template>
             </Column>
-            <Column body-class="mave-align-center" field="functionalRangeCount" header="#Ranges" :sortable="true">
+            <Column
+              body-class="mave-align-center"
+              field="functionalClassificationCount"
+              header="#Ranges"
+              :sortable="true"
+            >
               <template #body="{data}">{{
-                data.functionalRanges ? data.functionalRanges.length : data.functionalRangeCount || 0
+                data.functionalClassifications
+                  ? data.functionalClassifications.length
+                  : data.functionalClassificationCount || 0
               }}</template>
             </Column>
             <Column header="Actions">
@@ -173,12 +180,12 @@
             <template #expansion="{data}">
               <div style="padding: 0.75rem 1rem">
                 <CalibrationTable
-                  v-if="data.functionalRanges && data.functionalRanges.length"
+                  v-if="data.functionalClassifications && data.functionalClassifications.length"
                   :score-calibration="data"
                   :score-calibration-name="data.title || ''"
                 />
                 <div v-else style="font-size: 0.85rem; color: var(--text-color-secondary)">
-                  No functional ranges defined for this calibration.
+                  No functional classifications defined for this calibration.
                 </div>
               </div>
             </template>
@@ -203,6 +210,7 @@
     <CalibrationEditor
       :calibration-draft-ref="calibrationDraftRef"
       :calibration-urn="editingCalibrationUrn"
+      :classes-draft-ref="calibrationDraftClassesFileRef"
       :score-set-urn="editingScoreSetUrn"
       :validation-errors="editorValidationErrors"
       @canceled="cancelEditCreate"
@@ -282,6 +290,7 @@ export default {
     const editingScoreSetUrn = ref<string | undefined>(undefined)
 
     const calibrationDraftRef = ref<{value: DraftScoreCalibration | null}>({value: null})
+    const calibrationDraftClassesFileRef = ref<{value: File | null}>({value: null})
     const editorValidationErrors = ref<Record<string, string>>({})
 
     const userIsAuthorizedToEditScoreSet = ref(false)
@@ -292,6 +301,7 @@ export default {
       config,
       userIsAuthenticated,
       userIsAuthorizedToEditScoreSet,
+      calibrationDraftClassesFileRef,
       calibrationAuthorizations,
       confirm,
       calibrationDraftRef,
@@ -402,15 +412,27 @@ export default {
       if (this.calibrationDraftRef.value) {
         try {
           const draft = this.calibrationDraftRef.value
+          const draftClassesFile = this.calibrationDraftClassesFileRef.value
+
+          const formData = new FormData()
+          formData.append('calibration_json', JSON.stringify(draft))
+          if (draftClassesFile) {
+            formData.append('classes_file', draftClassesFile)
+          }
+
           if (this.editingCalibrationUrn) {
             // Existing calibration, perform update
-            await axios.put(`${config.apiBaseUrl}/score-calibrations/${draft.urn}`, {
-              ...draft
+            await axios.put(`${config.apiBaseUrl}/score-calibrations/${draft.urn}`, formData, {
+              headers: {
+                'Content-Type': 'multipart/form-data'
+              }
             })
           } else {
             // New calibration, perform create
-            await axios.post(`${config.apiBaseUrl}/score-calibrations`, {
-              ...draft
+            await axios.post(`${config.apiBaseUrl}/score-calibrations`, formData, {
+              headers: {
+                'Content-Type': 'multipart/form-data'
+              }
             })
           }
           this.$toast.add({
@@ -431,7 +453,8 @@ export default {
               // Handle generic errors that are not surfaced by the API as objects
               this.$toast.add({
                 severity: 'error',
-                summary: `Encountered an error saving score set: ${error.response.data.detail}`
+                summary: `Encountered an error saving score set: ${error.response.data.detail}`,
+                life: 4000
               })
             } else {
               for (const err of error.response.data.detail) {
@@ -440,7 +463,7 @@ export default {
                   path = path.slice(1)
                 }
 
-                let customPath = err.ctx.error.custom_loc
+                let customPath = err.ctx?.error.custom_loc
                 if (customPath) {
                   if (customPath[0] == 'body') {
                     customPath = customPath.slice(1)
@@ -662,6 +685,7 @@ export default {
 }
 .expanded {
   max-height: none !important;
+  line-clamp: none !important;
   -webkit-line-clamp: none !important;
 }
 .multi-line {
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 6e60bdff..9626ca67 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -1231,6 +1231,7 @@
                 </div>
                 <div v-if="investigatorIsProvidingScoreCalibrations">
                   <CalibrationEditor
+                    :allow-class-based="false"
                     :calibration-draft-ref="calibrationCreateDraft"
                     :validation-errors="calibrationValidationErrors || {}"
                   />
@@ -1985,7 +1986,7 @@ export default {
 
           // If a user has begun to provide functional ranges, ensure that they have provided at least a label, classification
           // and min/max value for all functional ranges.
-          for (const scoreRange of this.calibrationCreateDraft.value?.functionalRanges || []) {
+          for (const scoreRange of this.calibrationCreateDraft.value?.functionalClassifications || []) {
             if (!scoreRange.label || !scoreRange.classification) {
               return false
             }
@@ -1997,7 +1998,7 @@ export default {
           // - At least one functional range has been provided.
           // - A baseline score has been provided.
           return (
-            this.calibrationCreateDraft.value?.functionalRanges.length ||
+            this.calibrationCreateDraft.value?.functionalClassifications.length ||
             this.calibrationCreateDraft.value?.baselineScore !== null
           )
         }
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 692b0b3a..590c8e75 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -386,6 +386,7 @@
   >
     <CalibrationEditor
       :calibration-draft-ref="calibrationDraftRef"
+      :classes-draft-ref="calibrationDraftClassesFileRef"
       :score-set-urn="item.urn"
       :validation-errors="editorValidationErrors"
       @canceled="calibrationEditorVisible = false"
@@ -505,6 +506,7 @@ export default {
     const scoresRemoteData = useRemoteData()
     const variantSearchSuggestions = ref([])
     const calibrationDraftRef = ref({value: null})
+    const calibrationDraftClassesFileRef = ref < {value: File | null} > {value: null}
     const editorValidationErrors = ref({})
     const selectedCalibrations = ref([null, null])
 
@@ -513,6 +515,7 @@ export default {
       config: config,
       userIsAuthenticated,
       calibrationDraftRef,
+      calibrationDraftClassesFileRef,
       editorValidationErrors,
       selectedCalibrations,
 
@@ -1185,7 +1188,20 @@ export default {
       if (this.calibrationDraftRef.value) {
         let response = null
         try {
-          response = await axios.post(`${config.apiBaseUrl}/score-calibrations`, this.calibrationDraftRef.value)
+          const draft = this.calibrationDraftRef.value
+          const draftClassesFile = this.calibrationDraftClassesFileRef.value
+
+          const formData = new FormData()
+          formData.append('calibration_json', JSON.stringify(draft))
+          if (draftClassesFile) {
+            formData.append('classes_file', draftClassesFile)
+          }
+
+          response = await axios.post(`${config.apiBaseUrl}/score-calibrations`, formData, {
+            headers: {
+              'Content-Type': 'multipart/form-data'
+            }
+          })
         } catch (e) {
           response = e.response || {status: 500}
         }
@@ -1206,7 +1222,7 @@ export default {
             if (path[0] == 'body') {
               path = path.slice(1)
             }
-            let customPath = error.ctx.custom_loc
+            let customPath = error.ctx?.custom_loc
             if (customPath && customPath[0] == 'body') {
               customPath = customPath.slice(1)
             }
diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index 576a98bf..3437b71d 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -161,8 +161,8 @@
                     <router-link :to="{name: 'scoreSetCalibrations', params: {urn: urns[0]}}"
                       >{{
                         maveMdScoreSets[urns[0]]?.scoreCalibrations.filter(
-                          (calibration) =>
-                            calibration.functionalRanges?.filter((range) => range.acmgClassification).length > 0
+                          (calibration: components['schemas']['ScoreCalibration']) =>
+                            Array.isArray(calibration.functionalClassifications) && calibration.functionalClassifications.filter((range) => range.acmgClassification).length > 0
                         ).length || 0
                       }}
                       / {{ maveMdScoreSets[urns[0]]?.scoreCalibrations.length || 0 }}
@@ -184,8 +184,8 @@
                     <router-link :to="{name: 'scoreSetCalibrations', params: {urn: urns[0]}}">
                       {{
                         maveMdScoreSets[urn]?.scoreCalibrations.filter(
-                          (calibration) =>
-                            calibration.functionalRanges?.filter((range) => range.acmgClassification).length > 0
+                          (calibration: components['schemas']['ScoreCalibration']) =>
+                            Array.isArray(calibration.functionalClassifications) && calibration.functionalClassifications.filter((range) => range.acmgClassification).length > 0
                         ).length || 0
                       }}
                       / {{ maveMdScoreSets[urn]?.scoreCalibrations.length || 0 }}
@@ -197,7 +197,7 @@
           </table>
         </div>
       </div>
-      <div ref="searchResults" v-if="searchResultsVisible">
+      <div v-if="searchResultsVisible" ref="searchResults">
         <div v-for="(allele, alleleIdx) in alleles" :key="allele.clingenAlleleId" class="col-12">
           <Card>
             <template #content>
diff --git a/src/lib/calibrations.ts b/src/lib/calibrations.ts
index 10eaefa9..ebd9f869 100644
--- a/src/lib/calibrations.ts
+++ b/src/lib/calibrations.ts
@@ -1,6 +1,5 @@
 import {HistogramBin, HistogramShader} from '@/lib/histogram'
-import {PublicationIdentifier} from './publication'
-import {User} from './user'
+import {components} from '@/schema/openapi'
 
 export const NORMAL_RANGE_DEFAULT_COLOR = '#4444ff'
 export const ABNORMAL_RANGE_DEFAULT_COLOR = '#ff4444'
@@ -40,60 +39,6 @@ export const EVIDENCE_STRENGTHS_REVERSED = Object.fromEntries(
   Object.entries(EVIDENCE_STRENGTHS).map(([key, value]) => [value, key])
 )
 
-export interface ACMGEvidenceStrength {
-  criterion: typeof BENIGN_CRITERION | typeof PATHOGENIC_CRITERION | null
-  evidenceStrength: keyof typeof EVIDENCE_STRENGTH_AS_POINTS | null
-  points?: number | null
-}
-
-export interface DraftScoreCalibration {
-  scoreSetUrn?: string | null
-  urn?: string | null
-
-  title: string
-  notes?: string | null
-
-  researchUseOnly: boolean
-  baselineScore?: number | null
-  baselineScoreDescription?: string | null
-
-  functionalRanges?: Array<FunctionalRange> | null
-
-  thresholdSources: PublicationIdentifier[]
-  classificationSources: PublicationIdentifier[]
-  methodSources: PublicationIdentifier[]
-}
-
-export interface PersistedScoreCalibration extends DraftScoreCalibration {
-  recordType: string
-  id: number
-
-  scoreSetId: number
-
-  primary: boolean
-  private: boolean
-  investigatorProvided: boolean
-
-  createdBy: User
-  createdAt: string
-  modifiedBy: User
-  modifiedAt: string
-}
-
-export interface FunctionalRange {
-  label: string
-  description?: string | null
-  classification: 'normal' | 'abnormal' | 'not_specified' | null
-
-  range: [number | null, number | null]
-  inclusiveLowerBound: boolean
-  inclusiveUpperBound: boolean
-
-  acmgClassification?: ACMGEvidenceStrength | null
-  positiveLikelihoodRatio?: number | null
-  oddspathsRatio?: number | null
-}
-
 /**
  * Prepares a list of histogram shader configuration objects from persisted score calibration data.
  *
@@ -107,13 +52,15 @@ export interface FunctionalRange {
  * - startOpacity / stopOpacity: fixed opacity values (0.15 → 0.05) establishing a subtle gradient.
  * - gradientUUID: explicitly initialized to `undefined` (allowing later lazy assignment if needed).
  *
- * The function is resilient to an empty `functionalRanges` array and will return an empty list in that case.
+ * The function is resilient to an empty `functionalClassifications` array and will return an empty list in that case.
+ * The order of shaders in the output array matches the order of functional classifications in the input.
+ * If a functional classification lacks a defined `range`, it is skipped.
  *
- * Performance: O(n) where n = number of functional ranges.
+ * Performance: O(n) where n = number of functional classifications.
  *
  * Immutability: Produces a new array; does not mutate the input object or its ranges.
  *
- * @param scoreCalibrations The persisted calibration object containing one or more functional ranges
+ * @param scoreCalibrations The persisted calibration object containing one or more functional classifications
  *                          plus optional ACMG classification metadata for each range.
  * @returns An array of HistogramShader objects ready for consumption by histogram rendering logic.
  *
@@ -125,27 +72,33 @@ export interface FunctionalRange {
  * If `acmgClassification.evidenceStrength` is absent on a range, ensure `label` is present to avoid
  * an undefined title. Downstream consumers may rely on `title` for tooltips or legends.
  */
-export function prepareCalibrationsForHistogram(scoreCalibrations: PersistedScoreCalibration): HistogramShader[] {
+export function prepareCalibrationsForHistogram(
+  scoreCalibrations: components['schemas']['ScoreCalibration']
+): HistogramShader[] {
   const preparedCalibrations: HistogramShader[] = []
 
-  if (!scoreCalibrations.functionalRanges || scoreCalibrations.functionalRanges.length === 0) {
+  if (!scoreCalibrations.functionalClassifications || scoreCalibrations.functionalClassifications.length === 0) {
     return preparedCalibrations
   }
 
-  scoreCalibrations.functionalRanges.forEach((range) => {
-    const scoreRange: HistogramShader = {
-      min: range.range[0],
-      max: range.range[1],
-      title: range.label,
+  scoreCalibrations.functionalClassifications.forEach((classification) => {
+    if (!classification.range) {
+      return
+    }
+
+    const scoreClassification: HistogramShader = {
+      min: classification.range[0],
+      max: classification.range[1],
+      title: classification.label,
       align: 'center',
-      color: getRangeColor(range),
-      thresholdColor: getRangeColor(range),
+      color: getRangeColor(classification),
+      thresholdColor: getRangeColor(classification),
       startOpacity: 0.15,
       stopOpacity: 0.05,
       gradientUUID: undefined
     }
 
-    preparedCalibrations.push(scoreRange)
+    preparedCalibrations.push(scoreClassification)
   })
   return preparedCalibrations
 }
@@ -154,7 +107,7 @@ export function prepareCalibrationsForHistogram(scoreCalibrations: PersistedScor
  * Derives the display color associated with a functional range classification.
  *
  * The color returned depends on the `classification` property of the supplied
- * `FunctionalRange` object:
+ * `functionalClassification` object:
  * - `'normal'`        => NORMAL_RANGE_DEFAULT_COLOR
  * - `'abnormal'`      => ABNORMAL_RANGE_DEFAULT_COLOR
  * - `'not_specified'` => NOT_SPECIFIED_RANGE_DEFAULT_COLOR
@@ -169,12 +122,14 @@ export function prepareCalibrationsForHistogram(scoreCalibrations: PersistedScor
  * const color = getRangeColor({ classification: 'normal' }); // e.g. '#3BAA5C'
  * @remarks If new classifications are introduced, extend this function to handle them explicitly.
  */
-function getRangeColor(range: FunctionalRange): string {
-  if (range.classification === 'normal') {
+function getRangeColor(
+  range: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification']
+): string {
+  if (range.functionalClassification === 'normal') {
     return NORMAL_RANGE_DEFAULT_COLOR
-  } else if (range.classification === 'abnormal') {
+  } else if (range.functionalClassification === 'abnormal') {
     return ABNORMAL_RANGE_DEFAULT_COLOR
-  } else if (range.classification === 'not_specified') {
+  } else if (range.functionalClassification === 'not_specified') {
     return NOT_SPECIFIED_RANGE_DEFAULT_COLOR
   } else {
     return '#000000'
@@ -227,7 +182,7 @@ export function shaderOverlapsBin(range: HistogramShader, bin: HistogramBin): bo
 /**
  * Determines whether a variant score falls within the specified functional range.
  *
- * @param functionalRange - The functional range object containing min/max bounds and inclusivity flags
+ * @param functionalClassification - The functional range object containing min/max bounds and inclusivity flags
  * @param variantScore - The numeric score of the variant to check, or null if no score available
  * @returns True if the variant score is within the functional range bounds, false otherwise
  *
@@ -238,16 +193,24 @@ export function shaderOverlapsBin(range: HistogramShader, bin: HistogramBin): bo
  * - Lower bound check uses >= if inclusive, > if exclusive
  * - Upper bound check uses <= if inclusive, < if exclusive
  */
-export function functionalRangeContainsVariant(functionalRange: FunctionalRange, variantScore: number | null): boolean {
+export function functionalClassificationContainsVariant(
+  functionalClassification: components['schemas']['mavedb__view_models__score_calibration__FunctionalClassification'],
+  variantScore: number | null
+): boolean {
   if (variantScore === null) {
     return false
   }
 
-  const [min, max] = functionalRange.range
+  if (!functionalClassification.range) {
+    return false
+  }
 
-  const lowerOk = min === null ? true : functionalRange.inclusiveLowerBound ? variantScore >= min : variantScore > min
+  const [min, max] = functionalClassification.range
 
-  const upperOk = max === null ? true : functionalRange.inclusiveUpperBound ? variantScore <= max : variantScore < max
+  const lowerOk =
+    min === null ? true : functionalClassification.inclusiveLowerBound ? variantScore >= min : variantScore > min
+  const upperOk =
+    max === null ? true : functionalClassification.inclusiveUpperBound ? variantScore <= max : variantScore < max
 
   return lowerOk && upperOk
 }

From 508148780d951439af5ac657ac24e36630af5775 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 25 Nov 2025 19:39:52 -0800
Subject: [PATCH 071/157] feat: Enhance heatmap calibration logic to calculate
 range boundaries from variant scores when a calibration is class based

---
 src/components/ScoreSetHeatmap.vue | 12 ++++++++
 src/lib/calibrations.ts            | 45 +++++++++++++++++++++++++-----
 2 files changed, 50 insertions(+), 7 deletions(-)

diff --git a/src/components/ScoreSetHeatmap.vue b/src/components/ScoreSetHeatmap.vue
index 5e5b144a..6593dc4b 100644
--- a/src/components/ScoreSetHeatmap.vue
+++ b/src/components/ScoreSetHeatmap.vue
@@ -902,6 +902,18 @@ export default defineComponent({
 
       return controlPoints
     }
+
+    ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+    // Heatmap coloring based on calibration classes (TODO#470)
+    ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+
+    // classBasedColorScaleDomainIntervals: function () {
+    //   return null
+    // },
+
+    // classBasedColorScaleDomain: function () {
+    //   return null
+    // }
   },
 
   watch: {
diff --git a/src/lib/calibrations.ts b/src/lib/calibrations.ts
index ebd9f869..27b0ba48 100644
--- a/src/lib/calibrations.ts
+++ b/src/lib/calibrations.ts
@@ -44,7 +44,7 @@ export const EVIDENCE_STRENGTHS_REVERSED = Object.fromEntries(
  *
  * Each functional range in the provided calibration is converted into a HistogramShader descriptor
  * containing:
- * - min / max: numeric bounds taken directly from the `range` tuple.
+ * - min / max: numeric bounds either taken directly from the `range` tuple or calculated from variant scores.
  * - title: resolved from the ACMG classification evidence strength (via `EVIDENCE_STRENGTHS_REVERSED`)
  *   when available; otherwise falls back to the range's `label`.
  * - color / thresholdColor: both derived from `getRangeColor(range)` to ensure visual consistency.
@@ -54,7 +54,9 @@ export const EVIDENCE_STRENGTHS_REVERSED = Object.fromEntries(
  *
  * The function is resilient to an empty `functionalClassifications` array and will return an empty list in that case.
  * The order of shaders in the output array matches the order of functional classifications in the input.
- * If a functional classification lacks a defined `range`, it is skipped.
+ *
+ * If a functional classification lacks a defined range but includes variants, the range is calculated from the variant scores.
+ * If a functional classification lacks both a defined range and variant scores, it is skipped.
  *
  * Performance: O(n) where n = number of functional classifications.
  *
@@ -69,8 +71,8 @@ export const EVIDENCE_STRENGTHS_REVERSED = Object.fromEntries(
  * // shaders[0].title might be derived from evidence strength or fall back to the provided label.
  *
  * @remarks
- * If `acmgClassification.evidenceStrength` is absent on a range, ensure `label` is present to avoid
- * an undefined title. Downstream consumers may rely on `title` for tooltips or legends.
+ * - This function assumes that variant scores are numeric and filters out any non-numeric or NaN values.
+ * - The color derivation logic is centralized in `getRangeColor` to maintain consistency across the application.
  */
 export function prepareCalibrationsForHistogram(
   scoreCalibrations: components['schemas']['ScoreCalibration']
@@ -82,13 +84,42 @@ export function prepareCalibrationsForHistogram(
   }
 
   scoreCalibrations.functionalClassifications.forEach((classification) => {
-    if (!classification.range) {
+    const range = [null, null] as [number | null, number | null]
+    if (classification.range) {
+      range[0] = classification.range[0]
+      range[1] = classification.range[1]
+    } else {
+      if (classification.variants && classification.variants.length > 0) {
+        const scores = classification.variants
+          .map((v) => {
+            if (
+              v.data &&
+              typeof v.data === 'object' &&
+              'score_data' in v.data &&
+              v.data.score_data &&
+              typeof v.data.score_data === 'object'
+            ) {
+              return (v.data as {score_data?: {score?: number}}).score_data?.score
+            }
+            return undefined
+          })
+          .filter((s): s is number => typeof s === 'number' && !isNaN(s))
+        if (scores.length > 0) {
+          const minScore = Math.min(...scores)
+          const maxScore = Math.max(...scores)
+          range[0] = minScore
+          range[1] = maxScore
+        }
+      }
+    }
+
+    if ((range[0] === null && range[1] === null) || range[0] == range[1]) {
       return
     }
 
     const scoreClassification: HistogramShader = {
-      min: classification.range[0],
-      max: classification.range[1],
+      min: range[0],
+      max: range[1],
       title: classification.label,
       align: 'center',
       color: getRangeColor(classification),

From 9374df4c001df859a5665a12140ce92f2fc8fb2d Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 25 Nov 2025 23:39:35 -0800
Subject: [PATCH 072/157] feat: Add visualization functionality for class-based
 histograms

---
 src/components/ScoreSetHistogram.vue    | 118 +++++++++++++++++++++---
 src/components/screens/ScoreSetView.vue |   2 +-
 src/lib/calibrations.ts                 |  38 +-------
 src/lib/histogram.ts                    |  42 ++++++---
 4 files changed, 136 insertions(+), 64 deletions(-)

diff --git a/src/components/ScoreSetHistogram.vue b/src/components/ScoreSetHistogram.vue
index 38a2c0fc..536845a3 100644
--- a/src/components/ScoreSetHistogram.vue
+++ b/src/components/ScoreSetHistogram.vue
@@ -118,6 +118,22 @@
     </fieldset>
   </div>
   <div ref="histogramContainer" class="mavedb-histogram-container" />
+  <span v-if="selectedCalibrationIsClassBased" class="mavedb-class-based-calibration-note">
+    *Class-based calibrations may not be visualized as thresholds. To view the distribution of variants within each
+    class, select the
+    <a
+      href="#"
+      @click.prevent="
+        () => {
+          let idx = vizOptions.findIndex((opt: VizOption) => opt.view === 'calibration-classes')
+          idx >= 0 ? (activeViz = idx) : null
+        }
+      "
+    >
+      'Calibration Class View'
+    </a>
+    tab.
+  </span>
 </template>
 
 <script lang="ts">
@@ -157,7 +173,8 @@ import makeHistogram, {
   HistogramSerieOptions,
   HistogramDatum,
   HistogramBin,
-  HistogramShader
+  HistogramShader,
+  CATEGORICAL_SERIES_COLORS
 } from '@/lib/histogram'
 import {prepareCalibrationsForHistogram, shaderOverlapsBin} from '@/lib/calibrations'
 import {variantNotNullOrNA} from '@/lib/mave-hgvs'
@@ -188,6 +205,12 @@ interface Margins {
   left: number
 }
 
+interface VizOption {
+  label: string
+  view: 'distribution' | 'clinical' | 'effect' | 'custom' | 'calibration-classes'
+  clinicalControlLegendNoteEnabled: boolean
+}
+
 export default defineComponent({
   name: 'ScoreSetHistogram',
 
@@ -294,12 +317,59 @@ export default defineComponent({
     proteinEffectOptionsAvailable: function () {
       return allCodingVariantsHaveProteinConsequence(this.variants)
     },
+    selectedCalibrationIsClassBased: function () {
+      return (
+        this.activeCalibration.value != null &&
+        this.activeCalibration.value.functionalClassifications?.every((fc) => fc.class != null)
+      )
+    },
+    selectedCalibrationClassMap: function () {
+      if (!this.selectedCalibrationIsClassBased) {
+        return null
+      }
+
+      const classMap: Record<string, string> = {}
+      for (const fc of this.activeCalibration.value!.functionalClassifications!) {
+        if (fc.class == null) {
+          continue
+        }
+
+        for (const v of fc.variants || []) {
+          if (!v.urn) {
+            continue
+          }
+
+          classMap[v.urn] = fc.class
+        }
+      }
+      return classMap
+    },
     series: function () {
       if (!this.refreshedClinicalControls) {
         return null
       }
 
+      this.assureActiveVizIsAvailable()
+
+      if (!this.vizOptions[this.activeViz]) {
+        return null
+      }
+
       switch (this.vizOptions[this.activeViz].view) {
+        case 'calibration-classes':
+          return this.selectedCalibrationIsClassBased
+            ? this.activeCalibration.value?.functionalClassifications?.map((fc, i) => ({
+                classifier: (d: HistogramDatum) => {
+                  if (!d.accession) return false
+                  return this.selectedCalibrationClassMap?.[d.accession] === fc.class
+                },
+                options: {
+                  // not robust to many classes (>12), colors will collide.
+                  color: CATEGORICAL_SERIES_COLORS[i % CATEGORICAL_SERIES_COLORS.length],
+                  title: fc.label || 'Unlabeled'
+                }
+              }))
+            : null
         case 'clinical':
           return [
             {
@@ -493,12 +563,22 @@ export default defineComponent({
     },
 
     vizOptions: function () {
-      const options = [{label: 'Overall Distribution', view: 'distribution', clinicalControlLegendNoteEnabled: false}]
+      const options: VizOption[] = [
+        {label: 'Overall Distribution', view: 'distribution', clinicalControlLegendNoteEnabled: false}
+      ]
 
       if (this.someVariantsHaveClinicalSignificance) {
         options.push({label: 'Clinical View', view: 'clinical', clinicalControlLegendNoteEnabled: true})
       }
 
+      if (this.selectedCalibrationIsClassBased) {
+        options.push({
+          label: 'Calibration Class View',
+          view: 'calibration-classes',
+          clinicalControlLegendNoteEnabled: false
+        })
+      }
+
       // crude to be based on clinical significance. may be a better option for viz control
       if (this.proteinEffectOptionsAvailable) {
         options.push({label: 'Protein Effect View', view: 'effect', clinicalControlLegendNoteEnabled: false})
@@ -546,7 +626,10 @@ export default defineComponent({
       if (!this.scoreCalibrations) return []
 
       const calibrationOptions = Object.entries(this.scoreCalibrations).map(([, value]) => {
-        const label = value.researchUseOnly ? `Research Use Only: ${value.title}` : value.title
+        // Base label on title, prepend "Research Use Only" if classification is tagged as research use
+        let label = value.researchUseOnly ? `Research Use Only: ${value.title}` : value.title
+        // Append asterisk if class-based
+        label = value.functionalClassifications?.every((fc) => fc.class != null) ? `${label}*` : label
         return {
           label,
           value
@@ -924,9 +1007,9 @@ export default defineComponent({
       }
     },
     vizOptions: {
-      handler(newOptions) {
+      handler(newOptions: VizOption[]) {
         if (this.defaultVizApplied) return
-        const idx = newOptions.findIndex((opt) => opt.view === this.defaultHistogram)
+        const idx = newOptions.findIndex((opt: VizOption) => opt.view === this.defaultHistogram)
         if (idx >= 0) {
           this.activeViz = idx
           this.defaultVizApplied = true
@@ -1003,6 +1086,8 @@ export default defineComponent({
           seriesIndices.filter((seriesIndex) => this.series[seriesIndex].classifier(d))
       }
 
+      this.assureActiveVizIsAvailable()
+
       this.histogram
         .data(this.variants)
         .seriesOptions(this.series?.map((s) => s.options) || null)
@@ -1201,6 +1286,12 @@ export default defineComponent({
         .replace(/^[-_]*(.)/, (_, c) => c.toUpperCase())
         .replace(/[-_]+(.)/g, (_, c) => ' ' + c.toUpperCase())
         .replace(/([a-z])([A-Z])/g, '$1 $2')
+    },
+
+    assureActiveVizIsAvailable() {
+      if (this.activeViz >= this.vizOptions.length) {
+        this.activeViz = 0
+      }
     }
   }
 })
@@ -1245,15 +1336,6 @@ export default defineComponent({
   gap: 1rem;
   align-items: center;
 }
-
-.mavedb-histogram-viz-select {
-  padding-bottom: 16px;
-}
-
-.mavedb-histogram-viz-select:deep(.p-tabmenu-nav),
-.mavedb-histogram-viz-select:deep(.p-menuitem-link) {
-  background: transparent;
-}
 </style>
 
 <style>
@@ -1286,4 +1368,12 @@ export default defineComponent({
   font-size: 14px;
   font-weight: bold;
 }
+
+.mavedb-class-based-calibration-note {
+  margin-top: 0.25rem;
+  font-size: 12px;
+  line-height: 0.9rem;
+  display: block;
+  text-align: right;
+}
 </style>
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 590c8e75..5f14ec2b 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -1272,7 +1272,7 @@ export default {
 /* Histogram */
 
 .mavedb-score-set-histogram-pane {
-  margin: 10px 0;
+  margin: 10px;
 }
 
 /* Calibration table */
diff --git a/src/lib/calibrations.ts b/src/lib/calibrations.ts
index 27b0ba48..12d4a8c7 100644
--- a/src/lib/calibrations.ts
+++ b/src/lib/calibrations.ts
@@ -55,8 +55,7 @@ export const EVIDENCE_STRENGTHS_REVERSED = Object.fromEntries(
  * The function is resilient to an empty `functionalClassifications` array and will return an empty list in that case.
  * The order of shaders in the output array matches the order of functional classifications in the input.
  *
- * If a functional classification lacks a defined range but includes variants, the range is calculated from the variant scores.
- * If a functional classification lacks both a defined range and variant scores, it is skipped.
+ * If a functional classification lacks a defined range, it is skipped.
  *
  * Performance: O(n) where n = number of functional classifications.
  *
@@ -84,42 +83,13 @@ export function prepareCalibrationsForHistogram(
   }
 
   scoreCalibrations.functionalClassifications.forEach((classification) => {
-    const range = [null, null] as [number | null, number | null]
-    if (classification.range) {
-      range[0] = classification.range[0]
-      range[1] = classification.range[1]
-    } else {
-      if (classification.variants && classification.variants.length > 0) {
-        const scores = classification.variants
-          .map((v) => {
-            if (
-              v.data &&
-              typeof v.data === 'object' &&
-              'score_data' in v.data &&
-              v.data.score_data &&
-              typeof v.data.score_data === 'object'
-            ) {
-              return (v.data as {score_data?: {score?: number}}).score_data?.score
-            }
-            return undefined
-          })
-          .filter((s): s is number => typeof s === 'number' && !isNaN(s))
-        if (scores.length > 0) {
-          const minScore = Math.min(...scores)
-          const maxScore = Math.max(...scores)
-          range[0] = minScore
-          range[1] = maxScore
-        }
-      }
-    }
-
-    if ((range[0] === null && range[1] === null) || range[0] == range[1]) {
+    if (!classification.range) {
       return
     }
 
     const scoreClassification: HistogramShader = {
-      min: range[0],
-      max: range[1],
+      min: classification.range[0],
+      max: classification.range[1],
       title: classification.label,
       align: 'center',
       color: getRangeColor(classification),
diff --git a/src/lib/histogram.ts b/src/lib/histogram.ts
index c1df530e..73db0146 100644
--- a/src/lib/histogram.ts
+++ b/src/lib/histogram.ts
@@ -10,6 +10,20 @@ type Accessor<T, Self> = (value?: T) => T | Self
 
 export const DEFAULT_SHADER_COLOR = '#333333'
 export const DEFAULT_SERIES_COLOR = '#333333'
+export const CATEGORICAL_SERIES_COLORS = [
+  '#1f77b4', // blue
+  '#ff7f0e', // orange
+  '#2ca02c', // green
+  '#d62728', // red
+  '#9467bd', // purple
+  '#8c564b', // brown
+  '#e377c2', // pink
+  '#7f7f7f', // gray
+  '#bcbd22', // olive
+  '#17becf', // cyan
+  '#aec7e8', // light blue
+  '#ffbb78' // light orange
+]
 const LABEL_SIZE = 10
 
 /**
@@ -957,21 +971,19 @@ export default function makeHistogram(): Histogram {
             .style('visibility', (d) => (renderShaderTitles !== 'hide' && d.title ? 'visible' : 'hidden'))
             .text((d) => d.title)
 
-            // Hide shader titles which do not fit inside their region if the user has requested automatic title rendering.
-            if (renderShaderTitles === 'auto') {
-              shaderG
-                .select('text')
-                .each(function (d) {
-                  const node = this as SVGTextElement
-                  const span = visibleShaderRegion(d)
-                  const regionPixelWidth = xScale(span.max) - xScale(span.min)
-                  const textWidth = node.getBBox().width
-
-                  if (textWidth > regionPixelWidth) {
-                    d3.select(node).style('visibility', 'hidden')
-                  }
-                })
-            }
+          // Hide shader titles which do not fit inside their region if the user has requested automatic title rendering.
+          if (renderShaderTitles === 'auto') {
+            shaderG.select('text').each(function (d) {
+              const node = this as SVGTextElement
+              const span = visibleShaderRegion(d)
+              const regionPixelWidth = xScale(span.max) - xScale(span.min)
+              const textWidth = node.getBBox().width
+
+              if (textWidth > regionPixelWidth) {
+                d3.select(node).style('visibility', 'hidden')
+              }
+            })
+          }
 
           // Draw the shader thresholds.
           const shaderThresholds = activeShader

From 93ffd7718e1ecc978b5b1f1c1bf2643f5bffbd96 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Wed, 26 Nov 2025 17:07:27 -0800
Subject: [PATCH 073/157] feat: Update CSV upload instructions to clarify
 required columns for categorical class names

---
 src/components/CalibrationEditor.vue | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index 261a8726..70333635 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -481,8 +481,9 @@
         <label>Class name CSV</label>
         <div class="mavedb-help-small">
           Since you are providing categorical class names, please upload a CSV file mapping variants to these classes.
-          This file should have two columns:<br />
-          - <code>variant_urn</code>: The URN of the variant <br />
+          This file should contain the following columns:<br />
+          - One of: `<code>variant_urn</code>`, `<code>hgvs_nt</code>`, `<code>hgvs_pro</code>`: The URN or HGVS
+          notation of the variant. This column should be unique. <br />
           - <code>class_name</code>: The name of the class associated with the variant
         </div>
       </div>

From f81c7dd47d2541725c83736fec3487c238704990 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 30 Dec 2025 10:12:16 -0800
Subject: [PATCH 074/157] fix: Correct InputText component usage in
 CalibrationEditor

---
 src/components/CalibrationEditor.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index 70333635..9de805d4 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -333,7 +333,7 @@
             </div>
           </div>
           <div class="mavedb-wizard-content">
-            <InputTextfunctionalClassification
+            <InputText
               v-model="rangeObj.class"
               :aria-labelledby="scopedId(`input-functionalClassificationClass-${rangeIdx}`)"
               style="width: 100%"

From 2817338969bb241537d2cba296d4cf003e784e90 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 30 Dec 2025 10:31:46 -0800
Subject: [PATCH 075/157] fix: validation errors for calibrations were
 persisting between save attempts on score set creator

---
 src/components/screens/ScoreSetCreator.vue | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 9626ca67..bae65c45 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -2671,6 +2671,7 @@ export default {
         await this.uploadData(savedItem)
       } else if (response.data && response.data.detail) {
         const formValidationErrors = {}
+        const calibrationValidationErrors = {}
         if (typeof response.data.detail === 'string' || response.data.detail instanceof String) {
           // Handle generic errors that are not surfaced by the API as objects
           this.$toast.add({
@@ -2718,8 +2719,8 @@ export default {
             // Add calibration errors to a separate object which is consumed by the calibration sub-component.
             if (_.isEqual(_.slice(path, 0, 1), ['scoreCalibrations'])) {
               // The second path element is an array index, which is irrelevant here as we only supply one calibration on score set creation.
-              this.calibrationValidationErrors = {
-                ...this.calibrationValidationErrors,
+              calibrationValidationErrors = {
+                ...calibrationValidationErrors,
                 [path.slice(2).join('.')]: error.msg
               }
             }
@@ -2728,6 +2729,7 @@ export default {
             formValidationErrors[path] = error.msg
           }
         }
+        this.calibrationValidationErrors = calibrationValidationErrors
         this.serverSideValidationErrors = formValidationErrors
         this.mergeValidationErrors()
         this.activeWizardStep = this.minStepWithError()

From fef3a60e77cade6589f27b1d95140dea7b71ff6b Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 30 Dec 2025 11:14:42 -0800
Subject: [PATCH 076/157] fix: correct lower cased value assignment for
 evidence strengths in CalibrationEditor

---
 src/components/CalibrationEditor.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index 9de805d4..ad0ca4d3 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -1040,7 +1040,7 @@ export default {
     return {
       evidenceStrengths: EVIDENCE_STRENGTH.map((es) => ({
         label: es,
-        value: es.toLowerCase()
+        value: es
       })),
       criterions: [PATHOGENIC_CRITERION, BENIGN_CRITERION],
       editableScoreSets: ref<Array<MinimalScoreSet>>([]),

From f3e7d9aca540e7a0da2043adea684199ee858e47 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 30 Dec 2025 15:53:18 -0800
Subject: [PATCH 077/157] feat: add floating label for class name in
 CalibrationEditor

---
 src/components/CalibrationEditor.vue | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index ad0ca4d3..8edba1af 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -333,11 +333,14 @@
             </div>
           </div>
           <div class="mavedb-wizard-content">
-            <InputText
-              v-model="rangeObj.class"
-              :aria-labelledby="scopedId(`input-functionalClassificationClass-${rangeIdx}`)"
-              style="width: 100%"
-            />
+            <span class="p-float-label">
+              <InputText
+                v-model="rangeObj.class"
+                :aria-labelledby="scopedId(`input-functionalClassificationClass-${rangeIdx}`)"
+                style="width: 100%"
+              />
+              <label :for="scopedId(`input-functionalClassificationClass-${rangeIdx}`)">Class name</label>
+            </span>
             <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.class`]" class="mave-field-error">{{
               validationErrors[`functionalClassifications.${rangeIdx}.class`]
             }}</span>

From 1e51263667a58b2c1240ae4102805b0b3f35781d Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 30 Dec 2025 17:08:40 -0800
Subject: [PATCH 078/157] Redefine button styles via props and update
 formatting of error messages on ScoreSetCalibrationsView

---
 .../screens/ScoreSetCalibrationsView.vue      | 47 +++++++++++--------
 1 file changed, 28 insertions(+), 19 deletions(-)

diff --git a/src/components/screens/ScoreSetCalibrationsView.vue b/src/components/screens/ScoreSetCalibrationsView.vue
index be62234a..17eb704a 100644
--- a/src/components/screens/ScoreSetCalibrationsView.vue
+++ b/src/components/screens/ScoreSetCalibrationsView.vue
@@ -6,19 +6,16 @@
         <div class="calibration-title-actions">
           <PrimeButton
             v-if="userIsAuthorizedToEditScoreSet"
-            class="p-button p-component"
             icon="pi pi-plus"
             label="New calibration"
             @click="createCalibration(item.urn)"
           />
           <PrimeButton
-            class="p-button p-component"
             icon="pi pi-refresh"
             title="Reload calibrations"
             @click="reloadItem()"
           />
           <PrimeButton
-            class="p-button p-component"
             icon="pi pi-download"
             title="Download calibration JSON"
             @click="downloadCalibrations()"
@@ -61,14 +58,16 @@
                 </span>
                 <PrimeButton
                   v-if="data.notes && data.notes.length > 100 && !expandedNotes[data.id]"
-                  class="p-button p-component p-button-text p-button-sm"
                   label="See more"
+                  size="small"
+                  variant="text"
                   @click="expandedNotes[data.id] = true"
                 />
                 <PrimeButton
                   v-if="data.notes && expandedNotes[data.id]"
-                  class="p-button p-component p-button-text p-button-sm"
                   label="See less"
+                  size="small"
+                  variant="text"
                   @click="expandedNotes[data.id] = false"
                 />
               </template>
@@ -118,51 +117,56 @@
                     :to="{name: 'scoreSet', params: {urn: item.urn}, query: {calibration: data.urn}}"
                   >
                     <PrimeButton
-                      class="p-button p-component p-button-sm p-button-info"
                       icon="pi pi-eye"
-                      :rounded="true"
+                      rounded
+                      severity="info"
+                      size="small"
                     />
                   </router-link>
                   <!-- Only an authenticated user will be able to edit these properties -->
                   <template v-if="userIsAuthenticated">
                     <PrimeButton
                       v-if="calibrationAuthorizations[data.urn]?.update && userIsAuthorizedToEditScoreSet"
-                      class="p-button p-component p-button-sm"
                       icon="pi pi-pencil"
                       :rounded="true"
+                      size="small"
                       title="Edit calibration"
                       @click="editCalibration(data.urn)"
                     />
                     <PrimeButton
                       v-if="calibrationAuthorizations[data.urn]?.change_rank && data.primary"
-                      class="p-button p-component p-button-sm p-button-warning"
                       icon="pi pi-angle-double-down"
                       :rounded="true"
+                      severity="warn"
+                      size="small"
                       title="Demote calibration to non-primary"
                       @click="demoteCalibration(data.urn)"
                     />
                     <PrimeButton
                       v-if="calibrationAuthorizations[data.urn]?.change_rank && !data.primary"
-                      class="p-button p-component p-button-sm p-button-warning"
                       :disabled="data.researchUseOnly || primaryExists"
                       icon="pi pi-angle-double-up"
                       :rounded="true"
+                      severity="warn"
+                      size="small"
                       title="Promote calibration to primary"
                       @click="promoteCalibration(data.urn)"
                     />
                     <PrimeButton
                       v-if="calibrationAuthorizations[data.urn]?.publish && data.private"
-                      class="p-button p-component p-button-sm p-button-success"
                       icon="pi pi-check-circle"
                       :rounded="true"
+                      severity="success"
+                      size="small"
                       title="Publish calibration"
                       @click="publishCalibration(data.urn)"
                     />
                     <PrimeButton
                       v-if="calibrationAuthorizations[data.urn]?.delete"
-                      class="p-button p-component p-button-sm p-button-danger"
                       icon="pi pi-trash"
                       :rounded="true"
+                      severity="danger"
+                      size="small"
                       title="Delete calibration"
                       @click="deleteCalibration(data.urn)"
                     />
@@ -209,15 +213,15 @@
     />
     <template #footer>
       <PrimeButton
-        class="p-button p-component p-button-secondary"
         icon="pi pi-times"
         label="Close"
+        severity="secondary"
         @click="cancelEditCreate"
       />
       <PrimeButton
-        class="p-button p-component p-button-success"
         icon="pi pi-save"
         label="Save Changes"
+        severity="success"
         @click="saveChildCalibration"
       />
     </template>
@@ -493,10 +497,11 @@ export default {
             await this.reloadItem()
           } catch (error) {
             console.error('Error publishing calibration:', error)
+            const errorMessage = axios.isAxiosError(error) && error.response?.data?.detail && (typeof error.response.data.detail === 'string' || error.response.data.detail instanceof String) ? error.response.data.detail : error
             this.$toast.add({
               severity: 'error',
               summary: 'Calibration Not Published',
-              detail: `An error occurred while publishing the calibration: ${error}. Please try again later.`,
+              detail: `An error occurred while publishing the calibration: ${errorMessage}. Please try again later.`,
               life: 4000
             })
           }
@@ -520,10 +525,11 @@ export default {
         await this.reloadItem()
       } catch (error) {
         console.error('Error demoting calibration:', error)
+        const errorMessage = axios.isAxiosError(error) && error.response?.data?.detail && (typeof error.response.data.detail === 'string' || error.response.data.detail instanceof String) ? error.response.data.detail : error
         this.$toast.add({
           severity: 'error',
           summary: 'Calibration Not Demoted',
-          detail: `An error occurred while demoting the calibration: ${error}. Please try again later.`,
+          detail: `An error occurred while demoting the calibration: ${errorMessage}. Please try again later.`,
           life: 4000
         })
       }
@@ -541,10 +547,11 @@ export default {
         await this.reloadItem()
       } catch (error) {
         console.error('Error promoting calibration:', error)
+        const errorMessage = axios.isAxiosError(error) && error.response?.data?.detail && (typeof error.response.data.detail === 'string' || error.response.data.detail instanceof String) ? error.response.data.detail : error
         this.$toast.add({
           severity: 'error',
           summary: 'Calibration Not Promoted',
-          detail: `An error occurred while promoting the calibration: ${error}. Please try again later.`,
+          detail: `An error occurred while promoting the calibration: ${errorMessage}. Please try again later.`,
           life: 4000
         })
       }
@@ -573,10 +580,11 @@ export default {
             await this.reloadItem()
           } catch (error) {
             console.error('Error deleting calibration:', error)
+            const errorMessage = axios.isAxiosError(error) && error.response?.data?.detail && (typeof error.response.data.detail === 'string' || error.response.data.detail instanceof String) ? error.response.data.detail : error
             this.$toast.add({
               severity: 'error',
               summary: 'Calibration Not Deleted',
-              detail: `An error occurred while deleting the calibration: ${error}. Please try again later.`,
+              detail: `An error occurred while deleting the calibration: ${errorMessage}. Please try again later.`,
               life: 4000
             })
           }
@@ -603,10 +611,11 @@ export default {
         document.body.removeChild(link)
       } catch (error) {
         console.error('Error downloading calibrations:', error)
+        const errorMessage = axios.isAxiosError(error) && error.response?.data?.detail && (typeof error.response.data.detail === 'string' || error.response.data.detail instanceof String) ? error.response.data.detail : error
         this.$toast.add({
           severity: 'error',
           summary: 'Download Failed',
-          detail: `An error occurred while downloading the calibrations: ${error}. Please try again later.`,
+          detail: `An error occurred while downloading the calibrations: ${errorMessage}. Please try again later.`,
           life: 4000
         })
       }

From 956c2b3fbdccfeb864363bc38250c594427eceaa Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 30 Dec 2025 17:09:27 -0800
Subject: [PATCH 079/157] Redefine button styles via props and move tooltip
 button styling to global CSS

---
 src/assets/app.css                            | 23 +++++++
 src/components/CalibrationTable.vue           | 36 +++-------
 src/components/ScoreSetHeatmap.vue            |  2 +-
 src/components/TargetGene.vue                 |  6 +-
 src/components/layout/Toolbar.vue             |  8 +--
 src/components/screens/DashboardView.vue      |  7 +-
 src/components/screens/ExperimentCreator.vue  |  4 +-
 src/components/screens/ExperimentEditor.vue   | 24 ++++---
 src/components/screens/ExperimentSetView.vue  |  2 +-
 src/components/screens/ExperimentView.vue     | 16 +++--
 src/components/screens/HomeScreen.vue         |  4 +-
 src/components/screens/ScoreSetCreator.vue    |  4 +-
 src/components/screens/ScoreSetEditor.vue     | 34 +++++-----
 src/components/screens/ScoreSetView.vue       | 66 +++++++------------
 .../screens/SearchVariantsScreen.vue          | 15 ++---
 src/components/screens/SearchView.vue         |  2 +-
 src/components/screens/SettingsScreen.vue     | 14 ++--
 17 files changed, 131 insertions(+), 136 deletions(-)

diff --git a/src/assets/app.css b/src/assets/app.css
index 1f4549c6..401a0ca5 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -129,3 +129,26 @@ body .p-button {
 .p-listbox-header {
   padding: 0 !important;
 }
+
+.mavedb-help-tooltip-button {
+  margin-left: 0.6rem;
+  vertical-align: middle;
+  margin-top: 0;
+  margin-bottom: 0;
+  display: inline-flex;
+  align-items: center;
+  background: none;
+  width: 1.2em !important;
+  height: 1.2em !important;
+  border-color: var(--p-button-outlined-help-color) !important;
+}
+
+.mavedb-help-tooltip-button:focus,
+.mavedb-help-tooltip-button:active,
+.mavedb-help-tooltip-button.p-focus {
+  background: none;
+}
+
+.mavedb-help-tooltip-button > .p-button-icon {
+  font-size: 0.5rem !important;
+}
diff --git a/src/components/CalibrationTable.vue b/src/components/CalibrationTable.vue
index 99d80bc3..3114e27d 100644
--- a/src/components/CalibrationTable.vue
+++ b/src/components/CalibrationTable.vue
@@ -13,10 +13,11 @@
         <PrimeButton
           v-tooltip.right="{value: scoreCalibration.baselineScoreDescription, autoHide: false}"
           aria-label="Info"
-          class="p-button-help mavedb-help-tooltip-button size-2!"
+          class="mavedb-help-tooltip-button"
           icon="pi pi-info"
           outlined
           rounded
+          severity="help"
         />
       </span>
     </div>
@@ -47,10 +48,11 @@
               <PrimeButton
                 v-tooltip.right="{value: range.description, autoHide: false}"
                 aria-label="Info"
-                class="p-button-help mavedb-help-tooltip-button size-2!"
+                class="mavedb-help-tooltip-button"
                 icon="pi pi-info"
                 outlined
                 rounded
+                severity="help"
               />
             </span>
           </div>
@@ -198,10 +200,11 @@
               autoHide: false
             }"
             aria-label="Threshold sources info"
-            class="p-button-help mavedb-help-tooltip-button size-2!"
+            class="mavedb-help-tooltip-button"
             icon="pi pi-info"
             outlined
             rounded
+            severity="help"
           />
           <strong>Thresholds:</strong>
           <span class="citation-list">
@@ -234,10 +237,11 @@
               autoHide: false
             }"
             aria-label="Method sources info"
-            class="p-button-help mavedb-help-tooltip-button size-2!"
+            class="mavedb-help-tooltip-button"
             icon="pi pi-info"
             outlined
             rounded
+            severity="help"
           />
           <strong>Method:</strong>
           <span class="citation-list">
@@ -267,10 +271,11 @@
               autoHide: false
             }"
             aria-label="Evidence calculation sources info"
-            class="p-button-help mavedb-help-tooltip-button size-2!"
+            class="mavedb-help-tooltip-button"
             icon="pi pi-info"
             outlined
             rounded
+            severity="help"
           />
           <strong>Evidence calcs:</strong>
           <span class="citation-list">
@@ -767,27 +772,6 @@ export default defineComponent({
   vertical-align: -0.05em;
 }
 
-/* Tooltips */
-.mavedb-help-tooltip-button {
-  margin-left: 0.6rem;
-  vertical-align: middle;
-  margin-top: 0;
-  margin-bottom: 0;
-  display: inline-flex;
-  align-items: center;
-  background: none;
-}
-
-.mavedb-help-tooltip-button:focus,
-.mavedb-help-tooltip-button:active,
-.mavedb-help-tooltip-button.p-focus {
-  background: none;
-}
-
-.mavedb-help-tooltip-button:deep(.p-button-icon) {
-  font-size: 0.5rem;
-}
-
 /* Responsive behavior */
 @media (max-width: 900px) {
   .evidence-strength-cell {
diff --git a/src/components/ScoreSetHeatmap.vue b/src/components/ScoreSetHeatmap.vue
index 91d5e895..6bb0f1ea 100644
--- a/src/components/ScoreSetHeatmap.vue
+++ b/src/components/ScoreSetHeatmap.vue
@@ -38,8 +38,8 @@
         />
         <Button
           v-if="showProteinStructureButton && sequenceType == 'protein'"
-          class="p-button p-button-info"
           label="View protein structure"
+          severity="info"
           @click="$emit('onDidClickShowProteinStructure')"
         />
       </div>
diff --git a/src/components/TargetGene.vue b/src/components/TargetGene.vue
index bb554c00..5c0c49a6 100644
--- a/src/components/TargetGene.vue
+++ b/src/components/TargetGene.vue
@@ -32,11 +32,13 @@
       <template v-else>{{ targetGene.targetSequence.sequence.substring(0, 500) + '....' }} </template>
       <Button
         v-if="showingFullSequence"
-        class="p-button-text p-button-sm p-button-info"
+        severity="info"
+        size="small"
+        variant="text"
         @click="showFullSequence(false)"
         >Show less</Button
       >
-      <Button v-else class="p-button-text p-button-sm p-button-info" @click="showFullSequence(true)"
+      <Button v-else severity="info" size="small" variant="text" @click="showFullSequence(true)"
         >Show more</Button
       > </template
     ><template v-else>{{ targetGene.targetSequence.sequence }}</template>
diff --git a/src/components/layout/Toolbar.vue b/src/components/layout/Toolbar.vue
index 0ecf5ffb..e219c5fb 100644
--- a/src/components/layout/Toolbar.vue
+++ b/src/components/layout/Toolbar.vue
@@ -23,17 +23,17 @@
             <InputText
               ref="searchTextInput"
               v-model="searchText"
-              class="p-inputtext-sm !rounded-r-none w-full"
+              class="rounded-r-none! w-full"
               placeholder="Search"
-              style="width: 200px; height: auto;"
+              size="small"
               type="search"
               @keyup.enter="search"
             />
             <Button
-              class="p-button-default p-button-sm !rounded-l-none"
+              class="rounded-l-none!"
               :enabled="searchText && searchText.length > 0"
               icon="pi pi-search"
-              style="height: auto;"
+              size="small"
               @click="search"
             />
           </div>
diff --git a/src/components/screens/DashboardView.vue b/src/components/screens/DashboardView.vue
index 5a5e95e6..9a575543 100644
--- a/src/components/screens/DashboardView.vue
+++ b/src/components/screens/DashboardView.vue
@@ -20,16 +20,17 @@
                   <InputText
                     ref="searchTextInput"
                     v-model="searchText"
-                    class="p-inputtext-sm rounded-r-none!"
+                    class="rounded-r-none!"
                     placeholder="Search"
-                    style="width: 200px; height: auto;"
+                    size="small"
                     type="text"
                     @change="search"
                   />
                   <Button
-                    class="p-button-default p-button-sm rounded-l-none!"
+                    class="rounded-l-none!"
                     :enabled="searchText && searchText.length > 0"
                     icon="pi pi-search"
+                    size="small"
                     @click="search"
                   />
                   <ProgressSpinner
diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index 5fddb925..c44566fe 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -11,7 +11,7 @@
         <div v-if="item" class="mavedb-screen-title-controls">
           <Button @click="saveEditContent">Save changes</Button>
           <Button severity="help" @click="resetForm">Clear</Button>
-          <Button class="p-button-warning" @click="viewItem">Cancel</Button>
+          <Button severity="warn" @click="viewItem">Cancel</Button>
         </div>
       </div>
       <div v-else class="mave-screen-title-bar">
@@ -19,7 +19,7 @@
         <div class="mavedb-screen-title-controls">
           <Button @click="validateAndSave">Save</Button>
           <Button severity="help" @click="resetForm">Clear</Button>
-          <Button class="p-button-warning" @click="backDashboard">Cancel</Button>
+          <Button severity="warn" @click="backDashboard">Cancel</Button>
         </div>
       </div>
       <div class="mavedb-wizard">
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index a10aae03..8ef40a32 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -12,16 +12,16 @@
             <div class="mave-screen-title">Edit experiment {{ item.urn }}</div>
             <div v-if="item" class="mavedb-screen-title-controls">
               <Button @click="validateAndSave">Save changes</Button>
-              <Button class="p-button-help" @click="resetForm">Clear</Button>
-              <Button class="p-button-warning" @click="viewItem">Cancel</Button>
+              <Button severity="help" @click="resetForm">Clear</Button>
+              <Button severity="warn" @click="viewItem">Cancel</Button>
             </div>
           </div>
           <div v-else class="mave-screen-title-bar">
             <div class="mave-screen-title">Create a new experiment</div>
             <div class="mavedb-screen-title-controls">
               <Button @click="validateAndSave">Save experiment</Button>
-              <Button class="p-button-help" @click="resetForm">Clear</Button>
-              <Button class="p-button-warning" @click="backDashboard">Cancel</Button>
+              <Button severity="help" @click="resetForm">Clear</Button>
+              <Button severity="warn" @click="backDashboard">Cancel</Button>
             </div>
           </div>
         </div>
@@ -234,14 +234,16 @@
                     <i class="pi pi-check mr-3"></i>
                     <Button
                       v-tooltip="{value: 'View extra metadata'}"
-                      class="p-button-info mr-2"
+                      class="mr-2"
                       icon="pi pi-eye"
+                      severity="info"
                       @click="jsonToDisplay = JSON.stringify(extraMetadata, null, 2)"
                     ></Button>
                     <Button
                       v-tooltip="{value: 'Delete extra metadata'}"
-                      class="p-button-danger mr-2"
+                      class="mr-2"
                       icon="pi pi-times"
+                      severity="danger"
                       @click="fileCleared('extraMetadataFile')"
                     ></Button>
                   </div>
@@ -346,9 +348,9 @@
                   </div>
                 </div>
               </div>
-              <div class="field">
-                <Button class="p-button-help" @click="resetKeywords">Reset Keywords</Button>
-                <Button class="p-button-warning padded-button" @click="clearKeywords">Clear Keywords</Button>
+              <div class="field space-x-2">
+                <Button severity="help" @click="resetKeywords">Reset Keywords</Button>
+                <Button severity="warn" @click="clearKeywords">Clear Keywords</Button>
               </div>
             </template>
           </Card>
@@ -1261,10 +1263,6 @@ export default {
   width: 450px;
 }
 
-.padded-button {
-  margin-left: 5px;
-}
-
 .p-inputwrapper, .p-textarea, .p-inputtext {
   width: 100%;
 }
diff --git a/src/components/screens/ExperimentSetView.vue b/src/components/screens/ExperimentSetView.vue
index ea578a99..0be6131f 100644
--- a/src/components/screens/ExperimentSetView.vue
+++ b/src/components/screens/ExperimentSetView.vue
@@ -6,7 +6,7 @@
           <div class="mave-screen-title">{{ item.urn }}</div>
           <div v-if="userIsAuthenticated & userIsAuthorized">
             <div class="mavedb-screen-title-controls">
-              <Button class="p-button-sm" @click="addExperiment">Add an experiment</Button>
+              <Button size="small" @click="addExperiment">Add an experiment</Button>
             </div>
           </div>
         </div>
diff --git a/src/components/screens/ExperimentView.vue b/src/components/screens/ExperimentView.vue
index da92ec8c..de512fda 100644
--- a/src/components/screens/ExperimentView.vue
+++ b/src/components/screens/ExperimentView.vue
@@ -15,11 +15,11 @@
           </div>
           <div v-if="userIsAuthenticated">
             <div class="mavedb-screen-title-controls">
-              <Button v-if="userIsAuthorized.add_score_set" class="p-button-sm" @click="addScoreSet"
+              <Button v-if="userIsAuthorized.add_score_set" size="small" @click="addScoreSet"
                 >Add a score set</Button
               >
-              <Button v-if="userIsAuthorized.update" class="p-button-sm" @click="editItem">Edit</Button>
-              <Button v-if="userIsAuthorized.delete" class="p-button-sm p-button-danger" @click="deleteItem"
+              <Button v-if="userIsAuthorized.update" size="small" @click="editItem">Edit</Button>
+              <Button v-if="userIsAuthorized.delete" severity="danger" size="small" @click="deleteItem"
                 >Delete</Button
               >
             </div>
@@ -164,7 +164,11 @@
                       {{ keyword.description.substring(0, 300) + '....' }}
                     </div>
                     <div v-else>{{ keyword.description }}</div>
-                    <Button class="p-button-text p-button-sm p-button-info" @click="showFullDescription(index)">
+                    <Button
+                      severity="info"
+                      size="small"
+                      variant="text"
+                      @click="showFullDescription(index)">
                       {{ fullDescription[index] ? 'Show less' : 'Show all' }}
                     </Button>
                   </div>
@@ -218,10 +222,10 @@
                     >{{ targetGene.targetSequence.sequence.substring(0, 500) + '....' }}
                   </template>
                   <template v-if="readMore == false">{{ targetGene.targetSequence.sequence }}</template>
-                  <Button v-if="readMore == true" class="p-button-text p-button-sm p-button-info" @click="showMore"
+                  <Button v-if="readMore == true" severity="info" size="small" variant="text" @click="showMore"
                     >Show more</Button
                   >
-                  <Button v-if="readMore == false" class="p-button-text p-button-sm p-button-info" @click="showLess"
+                  <Button v-if="readMore == false" severity="info" size="small" variant="text" @click="showLess"
                     >Show less</Button
                   > </template
                 ><template v-else>{{ targetGene.targetSequence.sequence }}</template>
diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index 144c86e4..5e00379e 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -74,10 +74,10 @@
         <Card class="mt-4">
           <template #title>Upload Your Data</template>
           <template #content>
-            <Button class="p-button-sm" @click="addExperiment"
+            <Button size="small" @click="addExperiment"
               >Add an experiment</Button
             >&nbsp;&nbsp;
-            <Button class="p-button-sm" @click="addScoreSet"
+            <Button size="small" @click="addScoreSet"
                 >Add a score set</Button
               >
           </template>
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index f4230c4a..5b843777 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -8,8 +8,8 @@
       <div class="mave-screen-title-bar">
         <div class="mave-screen-title">Create a new score set</div>
         <div class="mavedb-screen-title-controls">
-          <Button class="p-button-help" @click="resetForm">Clear</Button>
-          <Button class="p-button-warning" @click="backDashboard">Cancel</Button>
+          <Button severity="help" @click="resetForm">Clear</Button>
+          <Button severity="warn" @click="backDashboard">Cancel</Button>
         </div>
       </div>
       <div class="mavedb-wizard">
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index 352cb1ac..5cc03687 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -11,8 +11,8 @@
             <div class="mave-screen-title">Edit score set {{ item.urn }}</div>
             <div class="mavedb-screen-title-controls">
               <Button @click="saveEditContent">Save changes</Button>
-              <Button class="p-button-help" @click="resetForm">Reset</Button>
-              <Button class="p-button-warning" @click="viewItem">Cancel</Button>
+              <Button severity="help" @click="resetForm">Reset</Button>
+              <Button severity="warn" @click="viewItem">Cancel</Button>
             </div>
           </div>
         </div>
@@ -259,14 +259,16 @@
                       <i class="pi pi-check mr-3"></i>
                       <Button
                         v-tooltip="{value: 'View extra metadata'}"
-                        class="p-button-info mr-2"
+                        class="mr-2"
                         icon="pi pi-eye"
+                        severity="info"
                         @click="jsonToDisplay = JSON.stringify(extraMetadata, null, 2)"
                       ></Button>
                       <Button
                         v-tooltip="{value: 'Delete extra metadata'}"
-                        class="p-button-danger mr-2"
+                        class="mr-2"
                         icon="pi pi-times"
+                        severity="danger"
                         @click="fileCleared('extraMetadataFile')"
                       ></Button>
                     </div>
@@ -471,10 +473,9 @@
                         <div>
                           <Button icon="pi pi-check" label="Add Target" @click="addTarget" />
                           <Button
-                            class="p-button-help"
                             icon="pi pi-times"
                             label="Clear Target"
-                            severity="secondary"
+                            severity="help"
                             style="margin-left: 0.5em"
                             @click="resetTarget"
                           />
@@ -563,10 +564,9 @@
                             @click="swapNucleotideProteinAccessions"
                           />
                           <Button
-                            class="p-button-help"
                             icon="pi pi-times"
                             label="Clear Target"
-                            severity="secondary"
+                            severity="help"
                             size="small"
                             style="margin-left: 0.5em"
                             @click="resetTarget"
@@ -590,10 +590,9 @@
                       <Column>
                         <template #body="slotProps">
                           <Button
-                            class="p-button-help"
                             icon="pi pi-minus-circle"
                             label="Remove"
-                            severity="secondary"
+                            severity="help"
                             size="small"
                             @click="targetDeleted(slotProps.data)"
                           />
@@ -723,10 +722,9 @@
                       <template #footer>
                         <div class="flex flex-wrap justify-content-start gap-2">
                           <Button
-                            class="p-button-help"
                             icon="pi pi-times-circle"
                             label="Clear all"
-                            severity="secondary"
+                            severity="help"
                             size="small"
                             @click="targetsCleared"
                           />
@@ -800,14 +798,16 @@
                       <i class="pi pi-check mr-3"></i>
                       <Button
                         v-tooltip="{value: 'View scores column metadata'}"
-                        class="p-button-info mr-2"
+                        class="mr-2"
                         icon="pi pi-eye"
+                        severity="info"
                         @click="jsonToDisplay = JSON.stringify(scoreColumnsMetadata, null, 2)"
                       ></Button>
                       <Button
                         v-tooltip="{value: 'Delete scores column metadata'}"
-                        class="p-button-danger mr-2"
+                        class="mr-2"
                         icon="pi pi-times"
+                        severity="danger"
                         @click="fileCleared('scoreColumnsMetadataFile')"
                       ></Button>
                     </div>
@@ -864,14 +864,16 @@
                       <i class="pi pi-check mr-3"></i>
                       <Button
                         v-tooltip="{value: 'View counts column metadata'}"
-                        class="p-button-info mr-2"
+                        class="mr-2"
                         icon="pi pi-eye"
+                        severity="info"
                         @click="jsonToDisplay = JSON.stringify(countColumnsMetadata, null, 2)"
                       ></Button>
                       <Button
                         v-tooltip="{value: 'Delete counts column metadata'}"
-                        class="p-button-danger mr-2"
+                        class="mr-2"
                         icon="pi pi-times"
+                        severity="danger"
                         @click="fileCleared('countColumnsMetadataFile')"
                       ></Button>
                     </div>
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 26266000..2e0852e1 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -17,26 +17,26 @@
           </div>
           <div v-if="userIsAuthenticated" class="mavedb-screen-title-controls">
             <Button
-              class="p-butto p-button-sm"
               icon="pi pi-external-link"
               label="Score set calibrations"
+              size="small"
               @click="$router.push({path: `/score-sets/${item.urn}/calibrations`})"
             />
             <Button
               v-if="userIsAuthorized.addCalibration"
-              class="p-button p-button-sm"
+              size="small"
               @click="calibrationEditorVisible = true"
               >Add calibration</Button
             >
             <template v-if="!item.publishedDate">
-              <Button v-if="userIsAuthorized.update" class="p-button p-button-sm" @click="editItem">Edit</Button>
-              <Button v-if="userIsAuthorized.publish" class="p-button p-button-sm" @click="publishItem">Publish</Button>
-              <Button v-if="userIsAuthorized.delete" class="p-button p-button-sm p-button-danger" @click="deleteItem"
+              <Button v-if="userIsAuthorized.update" size="small" @click="editItem">Edit</Button>
+              <Button v-if="userIsAuthorized.publish" size="small" @click="publishItem">Publish</Button>
+              <Button v-if="userIsAuthorized.delete" severity="danger" size="small" @click="deleteItem"
                 >Delete</Button
               >
             </template>
             <template v-if="item.publishedDate">
-              <Button v-if="userIsAuthorized.update" class="p-button p-button-sm" @click="editItem">Edit</Button>
+              <Button v-if="userIsAuthorized.update" size="small" @click="editItem">Edit</Button>
             </template>
           </div>
         </div>
@@ -81,10 +81,11 @@
             <Button
               v-tooltip="clinicalModeHelpText"
               aria-label="About raw vs. clinical mode"
-              class="p-button-help mavedb-help-tooltip-button"
+              class="mavedb-help-tooltip-button"
               icon="pi pi-info"
               outlined
               rounded
+              severity="help"
             />
           </span>
         </div>
@@ -167,14 +168,14 @@
         </div>
         <div>
           Download files and/or charts
-          <Button class="p-button-outlined p-button-sm" @click="downloadFile('scores')">Scores</Button>&nbsp;
+          <Button severity="outlined" size="small" @click="downloadFile('scores')">Scores</Button>&nbsp;
           <template v-if="hasCounts">
-            <Button class="p-button-outlined p-button-sm" @click="downloadFile('counts')">Counts</Button>&nbsp;
+            <Button severity="outlined" size="small" @click="downloadFile('counts')">Counts</Button>&nbsp;
           </template>
           <template v-if="isMetaDataEmpty != true">
-            <Button class="p-button-outlined p-button-sm" @click="downloadMetadata">Metadata</Button>&nbsp;
+            <Button severity="outlined" size="small" @click="downloadMetadata">Metadata</Button>&nbsp;
           </template>
-          <Button class="p-button-outlined p-button-sm" @click="downloadMappedVariants()">Mapped Variants</Button>&nbsp;
+          <Button severity="outlined" size="small" @click="downloadMappedVariants()">Mapped Variants</Button>&nbsp;
           <div style="display: inline-block; position: relative">
             <SplitButton
               :button-props="{class: 'p-button-outlined p-button-sm'}"
@@ -191,11 +192,11 @@
               <ProgressBar show-value style="height: 1.5em" :value="annotatedDownloadProgress" />
             </div>
           </div>
-          &nbsp; <Button class="p-button-outlined p-button-sm" @click="histogramExport()">Histogram</Button>&nbsp;
+          &nbsp; <Button severity="outlined" size="small" @click="histogramExport()">Histogram</Button>&nbsp;
           <template v-if="heatmapExists">
-            <Button class="p-button-outlined p-button-sm" @click="heatmapExport()">Heatmap</Button>&nbsp;
+            <Button severity="outlined" size="small" @click="heatmapExport()">Heatmap</Button>&nbsp;
           </template>
-          <Button class="p-button-outlined p-button-sm" @click="showOptions()"> Custom Data </Button>
+          <Button severity="outlined" size="small" @click="showOptions()"> Custom Data </Button>
           <Dialog
             v-model:visible="optionsVisible"
             :base-z-index="901"
@@ -213,11 +214,11 @@
               <label :for="scopedId('input-' + dataOption.value)">{{ dataOption.label }}</label>
             </div>
             <p />
-            <Button class="p-button-outlined p-button-sm" label="Download" @click="downloadMultipleData"
+            <Button severity="outlined" size="small" label="Download" @click="downloadMultipleData"
               >Download</Button
             >
             &nbsp;
-            <Button class="p-button-warning p-button-sm" label="Cancel" @click="optionsVisible = false">Cancel</Button>
+            <Button label="Cancel" severity="warn" size="small" @click="optionsVisible = false">Cancel</Button>
           </Dialog>
           <br />
         </div>
@@ -225,11 +226,11 @@
 
         <div v-if="requestFromGalaxy == '1'">
           <br />Send files to <a :href="galaxyUrl">Galaxy</a>
-          <Button class="p-button-outlined p-button-sm" @click="sendToGalaxy('scores')">Scores</Button>&nbsp;
+          <Button severity="outlined" size="small" @click="sendToGalaxy('scores')">Scores</Button>&nbsp;
           <template v-if="hasCounts">
-            <Button class="p-button-outlined p-button-sm" @click="sendToGalaxy('counts')">Counts</Button>&nbsp;
+            <Button severity="outlined" size="small" @click="sendToGalaxy('counts')">Counts</Button>&nbsp;
           </template>
-          <Button class="p-button-outlined p-button-sm" @click="sendToGalaxy('mappedVariants')">Mapped Variants</Button
+          <Button severity="outlined" size="small" @click="sendToGalaxy('mappedVariants')">Mapped Variants</Button
           >&nbsp;
         </div>
         <div v-if="item.abstractText">
@@ -392,15 +393,15 @@
     />
     <template #footer>
       <Button
-        class="p-button p-component p-button-secondary"
         icon="pi pi-times"
         label="Close"
+        severity="secondary"
         @click="calibrationEditorVisible = false"
       />
       <Button
-        class="p-button p-component p-button-success"
         icon="pi pi-save"
         label="Save Changes"
+        severity="success"
         @click="saveCreatedCalibration"
       />
     </template>
@@ -1336,29 +1337,6 @@ export default {
   content: '';
   clear: both;
 }
-
-.mavedb-help-tooltip-button {
-  height: 0.5rem !important;
-  width: 0.5rem !important;
-  vertical-align: middle;
-  /* Remove extra vertical margin/padding if any. */
-  margin-top: 0;
-  margin-bottom: 0;
-  /* Ensure that button is inline with text. */
-  display: inline-flex;
-  align-items: center;
-  background: none;
-}
-
-.mavedb-help-tooltip-button:focus,
-.mavedb-help-tooltip-button:active,
-.mavedb-help-tooltip-button.p-focus {
-  background: none;
-}
-
-.mavedb-help-tooltip-button:deep(.p-button-icon) {
-  font-size: 0.5rem;
-}
 </style>
 
 <style>
diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index 576a98bf..a76970cf 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -55,10 +55,10 @@
         </div>
         <div class="mavedb-search-form-view-switch">
           Don't have a versioned reference sequence identifier? Click here to perform a fuzzy search instead:
-          <Button class="p-button-plain" @click="showSearch('fuzzy')">Fuzzy Search</Button>
+          <Button @click="showSearch('fuzzy')">Fuzzy Search</Button>
         </div>
         <div class="mavedb-examples-button-container">
-          <Button class="p-button-plain p-button-text" @click="searchSuggestionsVisible = !searchSuggestionsVisible">
+          <Button variant="text" @click="searchSuggestionsVisible = !searchSuggestionsVisible">
             {{ searchSuggestionsVisible ? 'Hide search examples' : 'Show search examples' }}
           </Button>
         </div>
@@ -107,10 +107,9 @@
             :options="selectedAlleleOptions"
             placeholder="Alternate allele"
           />
-          <Button class="p-button-plain" @click="fuzzySearch">Search</Button>
+          <Button @click="fuzzySearch">Search</Button>
           <div class="mavedb-clear-search-button-container">
             <Button
-              class="p-button-plain"
               :disabled="!searchIsClearable"
               icon="pi pi-times"
               rounded
@@ -120,7 +119,7 @@
         </div>
         <div class="mavedb-search-form-view-switch">
           Click here to return to standard search:
-          <Button class="p-button-plain" @click="showSearch('default')">Standard Search</Button>
+          <Button @click="showSearch('default')">Standard Search</Button>
         </div>
       </div>
       <div v-if="!searchResultsVisible" class="mavedb-expander-container">
@@ -261,9 +260,9 @@
                       </li>
                       <Button
                         v-if="allele.variants.nucleotide.length > defaultNumScoreSetsToShow"
-                        class="p-button-text"
                         icon="pi pi-angle-down"
                         style="width: fit-content"
+                        variant="text"
                         @click="
                           nucleotideScoreSetListIsExpanded[alleleIdx] = !nucleotideScoreSetListIsExpanded[alleleIdx]
                         "
@@ -291,9 +290,9 @@
                       </li>
                       <Button
                         v-if="allele.variants.protein.length > defaultNumScoreSetsToShow"
-                        class="p-button-text"
                         icon="pi pi-angle-down"
                         style="width: fit-content"
+                        variant="text"
                         @click="proteinScoreSetListIsExpanded[alleleIdx] = !proteinScoreSetListIsExpanded[alleleIdx]"
                       >
                         {{
@@ -322,9 +321,9 @@
                       </li>
                       <Button
                         v-if="allele.variants.associatedNucleotide.length > defaultNumScoreSetsToShow"
-                        class="p-button-text"
                         icon="pi pi-angle-down"
                         style="width: fit-content"
+                        variant="text"
                         @click="
                           associatedNucleotideScoreSetListIsExpanded[alleleIdx] =
                             !associatedNucleotideScoreSetListIsExpanded[alleleIdx]
diff --git a/src/components/screens/SearchView.vue b/src/components/screens/SearchView.vue
index c78a9097..f8b0d14c 100644
--- a/src/components/screens/SearchView.vue
+++ b/src/components/screens/SearchView.vue
@@ -16,7 +16,7 @@
               type="search"
             />
           </IconField>
-          <Button class="p-button-plain" @click="clear">Clear All</Button>
+          <Button @click="clear">Clear All</Button>
         </div>
         <div class="mavedb-search-tab-view-container">
           <Tabs class="mavedb-search-tabs" value="0">
diff --git a/src/components/screens/SettingsScreen.vue b/src/components/screens/SettingsScreen.vue
index b755b39c..93741b6b 100644
--- a/src/components/screens/SettingsScreen.vue
+++ b/src/components/screens/SettingsScreen.vue
@@ -23,10 +23,10 @@
       <template #footer>
         <Button :disabled="!user || email == user.email" icon="pi pi-check" label="Save" @click="saveEmail" />
         <Button
-          class="p-button-secondary"
           :disabled="!user || email == user.email"
           icon="pi pi-times"
           label="Cancel"
+          severity="secondary"
           style="margin-left: 0.5em"
           @click="cancelEmailEditing"
         />
@@ -41,14 +41,16 @@
             {{ accessKeysByRole['ordinary user'] }}
             &nbsp;
             <Button
-              class="p-button-rounded p-button-outlined"
               icon="pi pi-copy"
+              rounded
+              variant="outlined"
               @click="copyTextToClipboard(accessKeysByRole['ordinary user'])"
             />
             &nbsp;
             <Button
-              class="p-button-rounded p-button-danger"
               icon="pi pi-times"
+              rounded
+              severity="danger"
               @click="deleteAccessKeyWithConfirmation(accessKeysByRole['ordinary user'])"
             />
           </div>
@@ -95,14 +97,16 @@
                     {{ accessKeysByRole[role] }}
                     &nbsp;
                     <Button
-                      class="p-button-rounded p-button-outlined"
                       icon="pi pi-copy"
+                      rounded
+                      variant="outlined"
                       @click="copyTextToClipboard(accessKeysByRole[role])"
                     />
                     &nbsp;
                     <Button
-                      class="p-button-rounded p-button-danger"
                       icon="pi pi-times"
+                      rounded
+                      severity="danger"
                       @click="deleteAccessKeyWithConfirmation(accessKeysByRole[role])"
                     />
                   </div>

From 5555e46ec9117d1c612d59a9413e8e9f8a508326 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 10:45:43 -0800
Subject: [PATCH 080/157] Remove Primevue 3 theme.css import and customize
 Primeuve 4 theme colors to match existing site

---
 src/components/layout/DefaultLayout.vue |  1 -
 src/main.js                             | 66 +++++++++++++++++++------
 2 files changed, 52 insertions(+), 15 deletions(-)

diff --git a/src/components/layout/DefaultLayout.vue b/src/components/layout/DefaultLayout.vue
index 324ce6e5..c791399b 100644
--- a/src/components/layout/DefaultLayout.vue
+++ b/src/components/layout/DefaultLayout.vue
@@ -29,7 +29,6 @@
 import '@fontsource/raleway'
 
 import '@/assets/app.css'
-import '@/assets/theme.css'
 import Toolbar from '@/components/layout/Toolbar.vue'
 import Footer from '@/components/layout/Footer.vue'
 import EmailPrompt from '@/components/common/EmailPrompt.vue'
diff --git a/src/main.js b/src/main.js
index 789895ff..da2b41ce 100644
--- a/src/main.js
+++ b/src/main.js
@@ -8,7 +8,7 @@ import {createApp} from 'vue'
 import {createHead} from '@unhead/vue/client'
 import {TemplateParamsPlugin} from 'unhead/plugins'
 import Aura from '@primevue/themes/aura'
-import { definePreset } from '@primeuix/themes'
+import { definePreset, palette } from '@primeuix/themes'
 
 import App from '@/App.vue'
 import config from '@/config'
@@ -58,23 +58,61 @@ const head = createHead({
   ]
 })
 
+const darkBluePalette = palette('#3f51b5')
+
 const MaveDbTheme = definePreset(Aura, {
     semantic: {
         primary: {
-            50: '{blue.50}',
-            100: '{blue.100}',
-            200: '{blue.200}',
-            300: '{blue.300}',
-            400: '{blue.400}',
-            500: '{blue.500}',
-            600: '{blue.600}',
-            700: '{blue.700}',
-            800: '{blue.800}',
-            900: '{blue.900}',
-            950: '{blue.950}'
+            50: darkBluePalette[50],
+            100: darkBluePalette[100],
+            200: darkBluePalette[200],
+            300: darkBluePalette[300],
+            400: darkBluePalette[400],
+            500: darkBluePalette[500],
+            600: darkBluePalette[600],
+            700: darkBluePalette[700],
+            800: darkBluePalette[800],
+            900: darkBluePalette[900],
+            950: darkBluePalette[950],
         }
-    }
-});
+    },
+    components: {
+        button: {
+          colorScheme: {
+            light: {
+              root: {
+                warn: {
+                  background: '{yellow.400}',
+                  borderColor: '{yellow.400}',
+                  color: '{black.900}',
+                  hoverColor: '{black.900}',
+                  hoverBackground: '{yellow.500}',
+                  hoverBorderColor: '{yellow.500}',
+                  activeColor: '{black.900}',
+                  activeBackground: '{yellow.600}',
+                  activeBorderColor: '{yellow.600}',
+                },
+              }
+            },
+            dark: {
+              root: {
+                warn: {
+                  background: '{yellow.400}',
+                  borderColor: '{yellow.400}',
+                  color: '{black.900}',
+                  hoverColor: '{black.900}',
+                  hoverBackground: '{yellow.500}',
+                  hoverBorderColor: '{yellow.500}',
+                  activeColor: '{black.900}',
+                  activeBackground: '{yellow.600}',
+                  activeBorderColor: '{yellow.600}',
+                },
+              }
+            },
+          },
+        }
+    },
+})
 
 createApp(App)
   .use(router)

From 3a978c4c4c9bcbb11be93fc2128cf6388fe254e6 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 10:46:57 -0800
Subject: [PATCH 081/157] Fix z-index issue causing menubar submenu being
 displayed under some elements

---
 src/assets/app.css | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/src/assets/app.css b/src/assets/app.css
index 401a0ca5..c54e3bcc 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -152,3 +152,7 @@ body .p-button {
 .mavedb-help-tooltip-button > .p-button-icon {
   font-size: 0.5rem !important;
 }
+
+.mavedb-toolbar .p-menubar-submenu {
+  z-index: 1100 !important;
+}

From 72dbf41647bc70f0a8117deb0cbb077f2c1a7a8b Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 11:47:09 -0800
Subject: [PATCH 082/157] Adding global styles for headings that are otherwise
 dropped by tailwind

---
 src/assets/app.css                           | 20 ++++++++++++++++++++
 src/components/screens/AboutView.vue         |  4 ++--
 src/components/screens/DashboardView.vue     |  4 ++--
 src/components/screens/DocumentationView.vue |  2 +-
 src/components/screens/SettingsScreen.vue    |  2 +-
 src/components/screens/StatisticsView.vue    | 18 +++++++++---------
 6 files changed, 35 insertions(+), 15 deletions(-)

diff --git a/src/assets/app.css b/src/assets/app.css
index c54e3bcc..6aa0b18f 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -1,5 +1,25 @@
 @import "tailwindcss";
 
+/* Tailwind removes styling for headings, so adding them back */
+h1 {
+  @apply text-3xl font-bold text-gray-800 mt-6 mb-2;
+}
+h2 {
+  @apply text-2xl font-semibold text-gray-800 mt-5 mb-2;
+}
+h3 {
+  @apply text-xl font-semibold text-gray-800 mt-4 mb-2;
+}
+h4 {
+  @apply text-lg font-semibold text-gray-800 mt-3 mb-2;
+}
+h5 {
+  @apply text-base font-semibold text-gray-800 mt-2 mb-2;
+}
+h6 {
+  @apply text-sm font-semibold text-gray-800 mt-1 mb-2;
+}
+
 * {
   text-rendering: optimizeLegibility;
   font-family: 'Raleway', sans-serif;
diff --git a/src/components/screens/AboutView.vue b/src/components/screens/AboutView.vue
index 14f27b22..ac12d09d 100644
--- a/src/components/screens/AboutView.vue
+++ b/src/components/screens/AboutView.vue
@@ -2,7 +2,7 @@
     <DefaultLayout>
         <section class="p-4">
             <header>
-                <h1 class="text-3xl font-extrabold pb-4">About MaveDB</h1>
+                <h1 class="pb-4">About MaveDB</h1>
             </header>
             <main class="leading-relaxed flex flex-col space-y-4">
                 <p>
@@ -80,7 +80,7 @@
                 </p>
                 <hr style="border:0; border-top:1px solid #ccc; height:0; margin:1.5rem 0;" />
 
-                <h2 class="text-2xl font-extrabold">Citing MaveDB</h2>
+                <h2 class="pb-2">Citing MaveDB</h2>
                 <p>
                 To cite MaveDB, please cite our most recent publication:
                 </p>
diff --git a/src/components/screens/DashboardView.vue b/src/components/screens/DashboardView.vue
index 9a575543..3b7d93e5 100644
--- a/src/components/screens/DashboardView.vue
+++ b/src/components/screens/DashboardView.vue
@@ -9,7 +9,7 @@
       <TabPanels>
         <TabPanel header="Published" value="0">
           <div class="mavedb-search-view">
-            <h2 class="text-xl font-bold py-2">Published Score sets</h2>
+            <h2>Published Score sets</h2>
             <div class="mavedb-search-form">
               <!-- <span class="p-input-icon-left">
                 <i class="pi pi-search" />
@@ -46,7 +46,7 @@
         </TabPanel>
         <TabPanel header="Unpublished" value="1">
           <div class="mavedb-search-view">
-            <h2 class="text-xl font-bold py-2">Unpublished Score sets</h2>
+            <h2 class="pb-2">Unpublished Score sets</h2>
             <ScoreSetTable :data="unpublishedScoreSets" :language="language" :scroll-x="true" :scroll-y="true" />
           </div>
         </TabPanel>
diff --git a/src/components/screens/DocumentationView.vue b/src/components/screens/DocumentationView.vue
index 7bd9c22e..462ab347 100644
--- a/src/components/screens/DocumentationView.vue
+++ b/src/components/screens/DocumentationView.vue
@@ -1,7 +1,7 @@
 <template>
   <DefaultLayout>
     <div class="ml-12 mt-4">
-      <h1 class="text-2xl font-extrabold mb-4">Documentation</h1>
+      <h1 class="mb-4">Documentation</h1>
       <p class="mb-4">Welcome to the documentation page for MaveDB and its associated packages.</p>
       <ul class="ml-10 list-disc">
         <li><a href="/docs/mavedb/index.html">MaveDB documentation homepage</a></li>
diff --git a/src/components/screens/SettingsScreen.vue b/src/components/screens/SettingsScreen.vue
index 93741b6b..579b2542 100644
--- a/src/components/screens/SettingsScreen.vue
+++ b/src/components/screens/SettingsScreen.vue
@@ -1,6 +1,6 @@
 <template>
   <DefaultLayout>
-    <h1 class="font-bold text-4xl mx-2 my-4">Welcome to MaveDB</h1>
+    <h1>Welcome to MaveDB</h1>
     <Card>
       <template #title> Profile </template>
       <template #content>
diff --git a/src/components/screens/StatisticsView.vue b/src/components/screens/StatisticsView.vue
index aec7e49c..bc620023 100644
--- a/src/components/screens/StatisticsView.vue
+++ b/src/components/screens/StatisticsView.vue
@@ -2,7 +2,7 @@
   <DefaultLayout :with-email-prompt="!isEmbedded" :with-toolbar="!isEmbedded">
     <div v-if="loading"><PageLoading></PageLoading></div>
     <div v-else>
-      <h1 style="font-size: 2em; color: #3f51b5">MaveDB Site Statistics</h1>
+      <h1 style="color: #3f51b5">MaveDB Site Statistics</h1>
       <div class="statistics-pane">
         <Card class="statistics-tile-full">
           <template #content>
@@ -16,8 +16,8 @@
               <template #item="slotProps">
                 <div class="border-1 border-gray-300! surface-border border-round m-2 p-3">
                   <div class="count-container">
-                    <h2 class="count-header font-bold text-2xl my-2">{{ slotProps.data.title }}</h2>
-                    <h1 class="emphasis-number font-bold text-6xl my-5">
+                    <h2 class="count-header">{{ slotProps.data.title }}</h2>
+                    <h1 class="emphasis-number my-5">
                       {{ new Intl.NumberFormat('en-US').format(slotProps.data.statistic) }}
                     </h1>
                     <p class="count-footer">{{ slotProps.data.footer }}</p>
@@ -31,7 +31,7 @@
           <template #content>
             <div class="chart-header">
               <div class="chart-header-item">
-                <h2 class="m-0 font-bold text-2xl">Database Growth over Time</h2>
+                <h2 class="m-0">Database Growth over Time</h2>
               </div>
               <div class="chart-header-item" style="margin-right: auto">
                 <SelectButton
@@ -94,9 +94,9 @@
               <template #content>
                 <div class="flowchart-card-element">
                   <span style="text-align: center">
-                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalScoreSets) }}</h1>
+                    <h1 class="emphasis-number my-5">{{ new Intl.NumberFormat('en-US').format(totalScoreSets) }}</h1>
                     total score sets
-                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalVariants) }}</h1>
+                    <h1 class="emphasis-number my-5">{{ new Intl.NumberFormat('en-US').format(totalVariants) }}</h1>
                     variant effect measurements
                   </span>
                 </div>
@@ -109,9 +109,9 @@
               <template #content>
                 <div class="flowchart-card-element">
                   <span style="text-align: center">
-                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalHumanScoreSets) }}</h1>
+                    <h1 class="emphasis-number my-5">{{ new Intl.NumberFormat('en-US').format(totalHumanScoreSets) }}</h1>
                     score sets with human targets
-                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalMappedVariants) }}</h1>
+                    <h1 class="emphasis-number my-5">{{ new Intl.NumberFormat('en-US').format(totalMappedVariants) }}</h1>
                     variant effect measurements mapped to the human genome
                   </span>
                 </div>
@@ -125,7 +125,7 @@
                 <div class="flowchart-card-element">
                   <span style="text-align: center">
                     These variant effect measurements map to
-                    <h1 class="emphasis-number font-bold text-6xl my-5">{{ new Intl.NumberFormat('en-US').format(totalMappedTargetGenes) }}</h1>
+                    <h1 class="emphasis-number my-5">{{ new Intl.NumberFormat('en-US').format(totalMappedTargetGenes) }}</h1>
                     distinct human genes
                   </span>
                 </div>

From 80677b5d54d4f2bf359de8e2a28572daa2901afc Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 11:53:00 -0800
Subject: [PATCH 083/157] Applying heading styles to home page

---
 src/components/common/HighlightsView.vue |  4 ++--
 src/components/screens/HomeScreen.vue    | 10 +++++-----
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/src/components/common/HighlightsView.vue b/src/components/common/HighlightsView.vue
index 83e24500..de0d5d4f 100644
--- a/src/components/common/HighlightsView.vue
+++ b/src/components/common/HighlightsView.vue
@@ -1,7 +1,7 @@
 <template>
   <div v-if="$props.model == 'Target'">
     <Card>
-      <template #title>Target Gene Highlights</template>
+      <template #title><h2 class="mt-0">Target Gene Highlights</h2></template>
       <template #content>
         <Tabs v-model:value="activeTabIndex" @update:value="(idx) => { field = targetLeaderboardFields[idx] }">
           <TabList>
@@ -100,7 +100,7 @@
   </div>
   <div v-else-if="$props.model == 'ScoreSet'">
     <Card>
-      <template #title>Score Set Highlights</template>
+      <template #title><h2 class="mt-0">Score Set Highlights</h2></template>
       <template #content>
         <Tabs v-model:value="activeTabIndex" @update:value="(idx) => { field = scoreSetLeaderboardFields[idx] }">
           <TabList>
diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index 5e00379e..99c60a13 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -9,7 +9,7 @@
       </div>
       <div class="col-8 flex">
         <Card class="flex-1">
-          <template #title>About</template>
+          <template #title><h2 class="mt-0">About</h2></template>
           <template #content>
             <p>
               MaveDB is a public repository for datasets from Multiplexed Assays of Variant Effect (MAVEs), such as those
@@ -41,7 +41,7 @@
       </div>
       <div class="col-4 flex flex-column">
         <Card class="flex-1">
-          <template #title>Featured Searches</template>
+          <template #title><h2 class="mt-0">Featured Searches</h2></template>
           <template #content>
             <table>
               <thead>
@@ -72,7 +72,7 @@
           </template>
         </Card>
         <Card class="mt-4">
-          <template #title>Upload Your Data</template>
+          <template #title><h2 class="mt-0">Upload Your Data</h2></template>
           <template #content>
             <Button size="small" @click="addExperiment"
               >Add an experiment</Button
@@ -91,7 +91,7 @@
       </div>
       <div class="col-4">
         <Card>
-          <template #title>News</template>
+          <template #title><h2 class="mt-0">News</h2></template>
           <template #content>
             <ul>
               <li>
@@ -117,7 +117,7 @@
       </div>
       <div class="col-12">
         <Card>
-          <template #title>Citing MaveDB</template>
+          <template #title><h2 class="mt-0">Citing MaveDB</h2></template>
           <template #content>
             <p>
               To cite MaveDB, please cite our most recent publication:

From 811c204a179aa581da70cd3449d5c609808756f2 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 13:06:58 -0800
Subject: [PATCH 084/157] Set global button padding to match style prior to
 PrimeVue 4

---
 src/assets/app.css | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/assets/app.css b/src/assets/app.css
index 6aa0b18f..7f025011 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -44,6 +44,8 @@ body .p-inputtext {
 /* Override the minimum width from the PrimeVue theme. */
 body .p-button {
   min-width: 10px;
+  padding-top: 0.25rem;
+  padding-bottom: 0.25rem;
 }
 
 .p-badge {

From b03d556cf7224bd2d05da721efba938e80ab36f0 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 13:31:03 -0800
Subject: [PATCH 085/157] Update buttons on ScoreSetView to use outlined prop
 instead of severity

---
 src/components/screens/ScoreSetView.vue | 22 +++++++++++-----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 2e0852e1..1b1a1d8f 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -168,14 +168,14 @@
         </div>
         <div>
           Download files and/or charts
-          <Button severity="outlined" size="small" @click="downloadFile('scores')">Scores</Button>&nbsp;
+          <Button outlined size="small" @click="downloadFile('scores')">Scores</Button>&nbsp;
           <template v-if="hasCounts">
-            <Button severity="outlined" size="small" @click="downloadFile('counts')">Counts</Button>&nbsp;
+            <Button outlined size="small" @click="downloadFile('counts')">Counts</Button>&nbsp;
           </template>
           <template v-if="isMetaDataEmpty != true">
-            <Button severity="outlined" size="small" @click="downloadMetadata">Metadata</Button>&nbsp;
+            <Button outlined size="small" @click="downloadMetadata">Metadata</Button>&nbsp;
           </template>
-          <Button severity="outlined" size="small" @click="downloadMappedVariants()">Mapped Variants</Button>&nbsp;
+          <Button outlined size="small" @click="downloadMappedVariants()">Mapped Variants</Button>&nbsp;
           <div style="display: inline-block; position: relative">
             <SplitButton
               :button-props="{class: 'p-button-outlined p-button-sm'}"
@@ -192,11 +192,11 @@
               <ProgressBar show-value style="height: 1.5em" :value="annotatedDownloadProgress" />
             </div>
           </div>
-          &nbsp; <Button severity="outlined" size="small" @click="histogramExport()">Histogram</Button>&nbsp;
+          &nbsp; <Button outlined size="small" @click="histogramExport()">Histogram</Button>&nbsp;
           <template v-if="heatmapExists">
-            <Button severity="outlined" size="small" @click="heatmapExport()">Heatmap</Button>&nbsp;
+            <Button outlined size="small" @click="heatmapExport()">Heatmap</Button>&nbsp;
           </template>
-          <Button severity="outlined" size="small" @click="showOptions()"> Custom Data </Button>
+          <Button outlined size="small" @click="showOptions()"> Custom Data </Button>
           <Dialog
             v-model:visible="optionsVisible"
             :base-z-index="901"
@@ -214,7 +214,7 @@
               <label :for="scopedId('input-' + dataOption.value)">{{ dataOption.label }}</label>
             </div>
             <p />
-            <Button severity="outlined" size="small" label="Download" @click="downloadMultipleData"
+            <Button label="Download" outlined size="small" @click="downloadMultipleData"
               >Download</Button
             >
             &nbsp;
@@ -226,11 +226,11 @@
 
         <div v-if="requestFromGalaxy == '1'">
           <br />Send files to <a :href="galaxyUrl">Galaxy</a>
-          <Button severity="outlined" size="small" @click="sendToGalaxy('scores')">Scores</Button>&nbsp;
+          <Button outlined size="small" @click="sendToGalaxy('scores')">Scores</Button>&nbsp;
           <template v-if="hasCounts">
-            <Button severity="outlined" size="small" @click="sendToGalaxy('counts')">Counts</Button>&nbsp;
+            <Button outlined size="small" @click="sendToGalaxy('counts')">Counts</Button>&nbsp;
           </template>
-          <Button severity="outlined" size="small" @click="sendToGalaxy('mappedVariants')">Mapped Variants</Button
+          <Button outlined size="small" @click="sendToGalaxy('mappedVariants')">Mapped Variants</Button
           >&nbsp;
         </div>
         <div v-if="item.abstractText">

From 86798c656a1d32b742e0ae129828471959bc4b9c Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 13:32:43 -0800
Subject: [PATCH 086/157] Replace inline styles on ProteinStructureView with
 tailwind classes

---
 src/components/ProteinStructureView.vue | 14 +++++---------
 src/components/ScoreSetHeatmap.vue      |  1 -
 2 files changed, 5 insertions(+), 10 deletions(-)

diff --git a/src/components/ProteinStructureView.vue b/src/components/ProteinStructureView.vue
index 09de8600..edd17143 100644
--- a/src/components/ProteinStructureView.vue
+++ b/src/components/ProteinStructureView.vue
@@ -1,6 +1,6 @@
 <template>
-  <div style="display: flex; flex-flow: column; height: 100%">
-    <span class="p-float-label" style="margin-top: 10px; margin-bottom: 4px">
+  <div class="flex flex-col h-full">
+    <span v-if="alphaFoldData?.length > 1" class="p-float-label m-2">
       <Select
         :id="scopedId('alphafold-id')"
         v-model="selectedAlphaFold"
@@ -13,14 +13,14 @@
       <span class="ml-2">Color by:</span>
       <SelectButton
         v-model="colorBy"
-        class="protein-viz-colorby-button ml-2"
+        class="ml-2"
         option-label="name"
         option-value="value"
         :options="colorByOptions"
       />
     </div>
-    <div v-show="selectedAlphaFold" id="pdbe-molstar-viewer-container" style="flex: 1; position: relative"></div>
-    <div v-if="!selectedAlphaFold" style="flex: 1; position: relative; margin: auto; align-content: center">
+    <div v-show="selectedAlphaFold" id="pdbe-molstar-viewer-container" class="flex-1 relative"></div>
+    <div v-if="!selectedAlphaFold" class="m-auto">
       No AlphaFold entry found
     </div>
   </div>
@@ -304,8 +304,4 @@ export default {
 .msp-plugin .msp-layout-standard {
   border: 0;
 }
-.protein-viz-colorby-button .p-button {
-  padding: 2px !important;
-  font-size: 0.8em;
-}
 </style>
diff --git a/src/components/ScoreSetHeatmap.vue b/src/components/ScoreSetHeatmap.vue
index 6bb0f1ea..be625fab 100644
--- a/src/components/ScoreSetHeatmap.vue
+++ b/src/components/ScoreSetHeatmap.vue
@@ -39,7 +39,6 @@
         <Button
           v-if="showProteinStructureButton && sequenceType == 'protein'"
           label="View protein structure"
-          severity="info"
           @click="$emit('onDidClickShowProteinStructure')"
         />
       </div>

From 9c110c18673bd4bd6011bca4753991518be0b48d Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 14:22:15 -0800
Subject: [PATCH 087/157] Update unordered list elements to use tailwind styles

---
 src/components/screens/CollectionView.vue     | 22 +++++++++----------
 src/components/screens/ExperimentCreator.vue  | 11 ++--------
 src/components/screens/ExperimentSetView.vue  |  2 +-
 src/components/screens/ExperimentView.vue     |  8 +++----
 src/components/screens/HomeScreen.vue         | 15 +++++--------
 src/components/screens/ScoreSetCreator.vue    |  4 ++--
 src/components/screens/ScoreSetView.vue       |  4 ++--
 .../screens/SearchVariantsScreen.vue          |  2 +-
 .../screens/WizardCompletionView.vue          |  5 +----
 9 files changed, 29 insertions(+), 44 deletions(-)

diff --git a/src/components/screens/CollectionView.vue b/src/components/screens/CollectionView.vue
index 177461cf..adff52ca 100644
--- a/src/components/screens/CollectionView.vue
+++ b/src/components/screens/CollectionView.vue
@@ -119,7 +119,7 @@
             />
           </div>
         </div>
-        <ul v-if="item.scoreSetUrns.length != 0">
+        <ul v-if="item.scoreSetUrns.length != 0" class="list-disc ml-5">
           <li v-for="scoreSetUrn in item.scoreSetUrns" :key="scoreSetUrn">
             <EntityLink display="title" entity-type="scoreSet" :urn="scoreSetUrn" />
           </li>
@@ -136,7 +136,7 @@
             />
           </div>
         </div>
-        <ul v-if="item.experimentUrns.length != 0">
+        <ul v-if="item.experimentUrns.length != 0" class="list-disc ml-5">
           <li v-for="experimentUrn in item.experimentUrns" :key="experimentUrn">
             <EntityLink display="title" entity-type="experiment" :urn="experimentUrn" />
           </li>
@@ -153,37 +153,37 @@
           class="mave-collection-contributors-subsection"
         >
           <div class="mave-collection-contributors-subsection-title">Admins</div>
-          <ul v-if="item.admins.length > 0">
-            <div v-for="admin in item.admins" :key="admin">
+          <ul v-if="item.admins.length > 0" class="ml-5">
+            <li v-for="admin in item.admins" :key="admin">
               <a class="flex items-center gap-1" :href="`https://orcid.org/${admin.orcidId}`" target="_blank">
                 <img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />
                 {{ admin.firstName }} {{ admin.lastName }}
               </a>
-            </div>
+            </li>
           </ul>
           <p v-else>No admins</p>
         </div>
         <div v-if="userIsAuthorized.add_role" class="mave-collection-contributors-subsection">
           <div class="mave-collection-contributors-subsection-title">Editors</div>
-          <ul v-if="item.editors.length > 0">
-            <div v-for="editor in item.editors" :key="editor">
+          <ul v-if="item.editors.length > 0" class="ml-5">
+            <li v-for="editor in item.editors" :key="editor">
               <a class="flex items-center gap-1" :href="`https://orcid.org/${editor.orcidId}`" target="_blank">
                 <img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />
                 {{ editor.firstName }} {{ editor.lastName }}
               </a>
-            </div>
+            </li>
           </ul>
           <p v-else>No editors</p>
         </div>
         <div v-if="userIsAuthorized.add_role" class="mave-collection-contributors-subsection">
           <div class="mave-collection-contributors-subsection-title">Viewers</div>
-          <ul v-if="item.viewers.length > 0">
-            <div v-for="viewer in item.viewers" :key="viewer">
+          <ul v-if="item.viewers.length > 0" class="ml-5">
+            <li v-for="viewer in item.viewers" :key="viewer">
               <a class="flex items-center gap-1" :href="`https://orcid.org/${viewer.orcidId}`" target="_blank">
                 <img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />
                 {{ viewer.firstName }} {{ viewer.lastName }}
               </a>
-            </div>
+            </li>
           </ul>
           <p v-else>No viewers</p>
         </div>
diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index c44566fe..f47b30fc 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -125,7 +125,7 @@
                       May be formatted using
                       <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. Should
                       include:
-                      <ul>
+                      <ul class="list-disc ml-5">
                         <li>variant library construction methods,</li>
                         <li>description of the functional assay, including model system and selection type,</li>
                         <li>sequencing strategy and sequencing technology, and</li>
@@ -298,7 +298,7 @@
                       </label>
                       <div class="mavedb-help-small">
                         MaveDB currently supports accession numbers for:
-                        <ul>
+                        <ul class="list-disc ml-5">
                           <li>
                             <a href="https://www.ebi.ac.uk/biostudies/arrayexpress" target="_blank">ArrayExpress</a>
                           </li>
@@ -1505,11 +1505,4 @@ export default {
 .keyword-description-input, .keyword-dropdown {
   width: 450px;
 }
-
-/* Fix list bullets in help text */
-.mavedb-help-small ul {
-  list-style-type: disc;
-  list-style-position: inside;
-  padding-left: 1rem;
-}
 </style>
diff --git a/src/components/screens/ExperimentSetView.vue b/src/components/screens/ExperimentSetView.vue
index 0be6131f..9dfa3c23 100644
--- a/src/components/screens/ExperimentSetView.vue
+++ b/src/components/screens/ExperimentSetView.vue
@@ -18,7 +18,7 @@
         <div v-if="item.publishedDate">Published {{ formatDate(item.publishedDate) }}</div>
         <div class="mave-score-set-section-title">Experiments</div>
         <div v-if="item.experiments.length != 0">
-          <ul style="list-style-type: square">
+          <ul class="list-[square] ml-5">
             <li v-for="ex in item.experiments" :key="ex">
               <router-link :to="{name: 'experiment', params: {urn: ex.urn}}">{{ ex.urn }}</router-link>
               <div>
diff --git a/src/components/screens/ExperimentView.vue b/src/components/screens/ExperimentView.vue
index de512fda..600d6bd6 100644
--- a/src/components/screens/ExperimentView.vue
+++ b/src/components/screens/ExperimentView.vue
@@ -96,7 +96,7 @@
         <div class="mave-score-set-section-title">Primary References</div>
         <div v-if="item.primaryPublicationIdentifiers.length > 0">
           <div v-for="publication in item.primaryPublicationIdentifiers" :key="publication">
-            <ul class="pl-4" style="list-style-type: square">
+            <ul class="pl-4 list-[square]">
               <!-- eslint-disable-next-line vue/no-v-html -->
               <li v-html="markdownToHtml(publication.referenceHtml)"></li>
               <div>
@@ -116,7 +116,7 @@
         <div class="mave-score-set-section-title">Secondary References</div>
         <div v-if="item.secondaryPublicationIdentifiers.length > 0">
           <div v-for="publication in item.secondaryPublicationIdentifiers" :key="publication">
-            <ul class="pl-4" style="list-style-type: square">
+            <ul class="pl-4 list-[square]">
               <!-- eslint-disable-next-line vue/no-v-html -->
               <li v-html="markdownToHtml(publication.referenceHtml)"></li>
               <div>
@@ -260,7 +260,7 @@
         <div class="mave-score-set-section-title">External identifier</div>
         <strong>DOI: </strong>
         <div v-if="item.doiIdentifiers.length != 0">
-          <ul class="pl-4" style="list-style-type: square">
+          <ul class="pl-4 list-[square]">
             <li v-for="(doi, i) of item.doiIdentifiers" :key="i">
               <a :href="`${doi.url}`" target="blank">{{ doi.identifier }}</a>
             </li>
@@ -269,7 +269,7 @@
         <template v-else>No associated DOIs<br /></template>
         <strong>Raw reads: </strong>
         <div v-if="item.rawReadIdentifiers.length != 0">
-          <ul class="pl-4" style="list-style-type: square">
+          <ul class="pl-4 list-[square]">
             <li v-for="(read, i) of item.rawReadIdentifiers" :key="i">
               <a :href="`${read.url}`" target="blank">{{ read.identifier }}</a>
             </li>
diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index 99c60a13..29d86891 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -53,14 +53,14 @@
               <tbody>
                 <tr>
                   <td>
-                    <ul>
+                    <ul class="ml-5 list-disc">
                       <li><router-link :to="{name: 'search', query: {search: 'Homo sapiens'}}">Homo sapiens</router-link></li>
                       <li><router-link :to="{name: 'search', query: {search: 'Mus musculus'}}">Mus musculus</router-link></li>
                       <li><router-link :to="{name: 'search', query: {search: 'Saccharomyces cerevisiae S288C'}}">Saccharomyces cerevisiae S288C</router-link></li>
                     </ul>
                   </td>
                   <td>
-                    <ul>
+                    <ul class="ml-5 list-disc">
                       <li><router-link :to="{name: 'search', query: {search: 'HSP90'}}">HSP90</router-link></li>
                       <li><router-link :to="{name: 'search', query: {search: 'KCNQ4'}}">KCNQ4</router-link></li>
                       <li><router-link :to="{name: 'search', query: {search: 'TEM-1 β-lactamase'}}">TEM-1 β-lactamase</router-link></li>
@@ -93,13 +93,13 @@
         <Card>
           <template #title><h2 class="mt-0">News</h2></template>
           <template #content>
-            <ul>
+            <ul class="ml-2 list-disc space-y-4">
               <li>
                 <p>Tracks for many score sets are now available on the UCSC Genome Browser.</p>
-                <p>
+                <p class="mt-2">
                   Example:
                   <a href="https://genome.ucsc.edu/cgi-bin/hgTracks?db=hg38&position=chr17:43051063-43051117&hubUrl=https://public.gi.ucsc.edu/~cline/mavedb/hub/hub.txt&Variant_Effect_Maps_hideKids=1&BRCA1_00000097-s-1=dense" target="_blank">
-                    <img alt="UCSC Genome Browser" src="@/assets/logo-ucsc-genome-browser.png" style="height: 20px;" />
+                    <img alt="UCSC Genome Browser" class="inline h-5" src="@/assets/logo-ucsc-genome-browser.png" />
                     UCSC Genome Browser
                   </a>
                   track for
@@ -188,11 +188,6 @@ td, th {
   vertical-align: top;
 }
 
-ul {
-  padding-left: 1em;
-  list-style-type: disc;
-}
-
 .mave-hgvs-example {
   background: #eee;
   padding: 0 3px;
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 5b843777..63b269b7 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -75,7 +75,7 @@
                       <div class="mavedb-help-small">
                         Meta-analyses are score sets derived from data in other score sets that were created by you or
                         other users. For example:
-                        <ul>
+                        <ul class="list-disc ml-5">
                           <li>a score set that combines data from two other score sets to produce new scores, or</li>
                           <li>a score set that adds imputed missing values to the scores in another score set.</li>
                         </ul>
@@ -309,7 +309,7 @@
                       May be formatted using
                       <a href="https://daringfireball.net/projects/markdown/syntax" target="_blank">Markdown</a>. Should
                       include:
-                      <ul>
+                      <ul class="list-disc ml-5">
                         <template v-if="isMetaAnalysis">
                           <li>
                             a description of how the scores in this score set were generated from the data in the
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 1b1a1d8f..7ff20451 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -305,7 +305,7 @@
         <div class="mavedb-score-set-section-title">External identifier</div>
         <strong>DOI: </strong>
         <div v-if="item.doiIdentifiers.length != 0">
-          <ul style="list-style-type: square">
+          <ul class="list-[square]">
             <li v-for="(doi, i) of item.doiIdentifiers" :key="i">
               <a :href="`${doi.url}`" target="blank">{{ doi.identifier }}</a>
             </li>
@@ -314,7 +314,7 @@
         <template v-else>No associated DOIs<br /></template>
         <strong>Raw reads: </strong>
         <div v-if="item.experiment.rawReadIdentifiers.length != 0">
-          <ul style="list-style-type: square">
+          <ul class="list-[square]">
             <li v-for="(read, i) of item.experiment.rawReadIdentifiers" :key="i">
               <a :href="`${read.url}`" target="blank">{{ read.identifier }}</a>
             </li>
diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index a76970cf..f4bcba1d 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -65,7 +65,7 @@
         <div v-if="searchSuggestionsVisible" class="mavedb-search-suggestions">
           <p>
             Examples of supported searches:
-            <ul>
+            <ul class="ml-5 list-disc">
               <li v-for="option in searchTypeOptions" :key="option.code">
                 {{ option.name }}
                 <template v-for="(example, index) in option.examples" :key="example">
diff --git a/src/components/screens/WizardCompletionView.vue b/src/components/screens/WizardCompletionView.vue
index 54b758e8..6da0febc 100644
--- a/src/components/screens/WizardCompletionView.vue
+++ b/src/components/screens/WizardCompletionView.vue
@@ -21,7 +21,7 @@
           <router-link :to="{name: 'createExperiment'}">create a score set in a new experiment</router-link>.
         </div>
         <h3>Attention</h3>
-        <ul class="attention-list">
+        <ul class="list-disc ml-5">
           <li>
             Your data is currently unpublished and viewable only to you. You can add other users as contributors without
             publishing it, or add the dataset to a collection and give users permission to view the collection.
@@ -85,9 +85,6 @@ export default {
 </script>
 
 <style scoped>
-.attention-list {
-  margin-top: 0.25rem;
-}
 .mave-wizard-completion {
   padding: 20px;
 }

From 8b8cc2f80c473f3be8024c7370306fdf50c236bb Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 15:21:43 -0800
Subject: [PATCH 088/157] Replace span.p-float-label elements with Primevue 4
 FloatLabels in ScoreSetCreator

---
 src/components/screens/ScoreSetCreator.vue | 182 ++++++++++-----------
 1 file changed, 91 insertions(+), 91 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 63b269b7..151c3026 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -103,7 +103,7 @@
                     </div>
                     <div class="mavedb-wizard-content">
                       <div style="position: relative">
-                        <span class="p-float-label">
+                        <FloatLabel variant="on">
                           <Select
                             :id="scopedId('input-experiment')"
                             ref="experimentInput"
@@ -123,7 +123,7 @@
                             </template>
                           </Select>
                           <label :for="scopedId('input-experiment')">Experiment</label>
-                        </span>
+                        </FloatLabel>
                         <span v-if="validationErrors.experiment" class="mave-field-error">{{
                           validationErrors.experiment
                         }}</span>
@@ -139,7 +139,7 @@
                     </div>
                     <div class="mavedb-wizard-content">
                       <div class="field">
-                        <span class="p-float-label">
+                        <FloatLabel variant="on">
                           <AutoComplete
                             :id="scopedId('input-supersededScoreSet')"
                             ref="supersededScoreSetInput"
@@ -160,7 +160,7 @@
                             </template>
                           </AutoComplete>
                           <label :for="scopedId('input-supersededScoreSet')">Supersedes</label>
-                        </span>
+                        </FloatLabel>
                         <span v-if="validationErrors.supersededScoreSetUrn" class="mave-field-error">{{
                           validationErrors.supersededScoreSetUrn
                         }}</span>
@@ -177,7 +177,7 @@
                     </div>
                     <div class="mavedb-wizard-content">
                       <div class="field">
-                        <span class="p-float-label">
+                        <FloatLabel variant="on">
                           <AutoComplete
                             :id="scopedId('input-metaAnalyzesScoreSets')"
                             ref="metaAnalyzesScoreSetsInput"
@@ -193,7 +193,7 @@
                             </template>
                           </AutoComplete>
                           <label :for="scopedId('input-metaAnalyzesScoreSets')">Meta-analysis for</label>
-                        </span>
+                        </FloatLabel>
                         <span v-if="validationErrors.metaAnalyzesScoreSetUrns" class="mave-field-error">{{
                           validationErrors.metaAnalyzesScoreSetUrns
                         }}</span>
@@ -236,10 +236,10 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <InputText :id="scopedId('input-title')" v-model="title" />
                       <label :for="scopedId('input-title')">Title</label>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors.title" class="mave-field-error">{{ validationErrors.title }}</span>
                   </div>
                 </div>
@@ -255,10 +255,10 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <Textarea :id="scopedId('input-shortDescription')" v-model="shortDescription" rows="4" />
                       <label :for="scopedId('input-shortDescription')">Short description</label>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors.shortDescription" class="mave-field-error">{{
                       validationErrors.shortDescription
                     }}</span>
@@ -283,10 +283,10 @@
                       </TabList>
                       <TabPanels>
                         <TabPanel header="Edit" value="0">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="10" />
                             <label :for="scopedId('input-abstractText')">Abstract</label>
-                          </span>
+                          </FloatLabel>
                         </TabPanel>
                         <TabPanel header="Preview" value="1">
                           <!-- eslint-disable-next-line vue/no-v-html -->
@@ -338,10 +338,10 @@
                       </TabList>
                       <TabPanels>
                         <TabPanel header="Edit" value="0">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
                             <label :for="scopedId('input-methodText')">Methods</label>
-                          </span>
+                          </FloatLabel>
                         </TabPanel>
                         <TabPanel header="Preview" value="1">
                           <!-- eslint-disable-next-line vue/no-v-html -->
@@ -368,7 +368,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <Select
                           :id="scopedId('input-targetLicenseId')"
                           v-model="licenseId"
@@ -378,7 +378,7 @@
                           style="min-width: 500px"
                         />
                         <label :for="scopedId('input-targetLicenseId')">License</label>
-                      </span>
+                      </FloatLabel>
                       <Message
                         v-if="licenseId && licenses && licenses.find((l) => l.id == licenseId)?.shortName != 'CC0'"
                         closable
@@ -416,10 +416,10 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <Textarea :id="scopedId('input-dataUsagePolicy')" v-model="dataUsagePolicy" rows="4" />
                         <label :for="scopedId('input-dataUsagePolicy')">Data usage guidelines</label>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.dataUsagePolicy" class="mave-field-error">{{
                         validationErrors.dataUsagePolicy
                       }}</span>
@@ -434,7 +434,7 @@
                       <div class="mavedb-help-small">Examples: 1111-1111-1111-1111</div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <AutoComplete
                           :id="scopedId('input-contributors')"
                           v-model="contributors"
@@ -448,7 +448,7 @@
                           @update:model-value="newContributorsAdded"
                         />
                         <label :for="scopedId('input-contributors')">Contributors</label>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.contributors" class="mave-field-error">{{
                         validationErrors.contributors
                       }}</span>
@@ -465,7 +465,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <AutoComplete
                           :id="scopedId('input-doiIdentifiers')"
                           v-model="doiIdentifiers"
@@ -478,7 +478,7 @@
                           @update:model-value="newDoiIdentifiersAdded"
                         />
                         <label :for="scopedId('input-doiIdentifiers')">DOI identifiers</label>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
                         validationErrors.doiIdentifiers
                       }}</span>
@@ -497,7 +497,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                          <AutoComplete
                           :id="scopedId('input-publicationIdentifiers')"
                           v-model="publicationIdentifiers"
@@ -519,7 +519,7 @@
                           </template>
                         </AutoComplete>
                         <label :for="scopedId('input-publicationIdentifiers')">Publication identifiers</label>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.publicationIdentifiers" class="mave-field-error">{{
                         validationErrors.publicationIdentifiers
                       }}</span>
@@ -530,7 +530,7 @@
                       <label> Of the above publications, the primary publication that describes the score set. </label>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <Multiselect
                           :id="scopedId('input-primaryPublicationIdentifiers')"
                           ref="primaryPublicationIdentifiersInput"
@@ -552,7 +552,7 @@
                           </template>
                         </Multiselect>
                         <label :for="scopedId('input-primaryPublicationIdentifiers')">Primary publication</label>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.primaryPublicationIdentifiers" class="mave-field-error">{{
                         validationErrors.primaryPublicationIdentifiers
                       }}</span>
@@ -563,7 +563,7 @@
                       <label> Any additional metadata about the score set, as a JSON file. </label>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <FileUpload
                           :id="scopedId('input-extraMetadataFile')"
                           accept="application/json"
@@ -581,7 +581,7 @@
                             <p>Upload a JSON file here.</p>
                           </template>
                         </FileUpload>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.extraMetadata" class="mave-field-error">{{
                         validationErrors.extraMetadata
                       }}</span>
@@ -685,7 +685,7 @@
                     <label>How many targets will be included with this score set?</label>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <InputNumber
                         :id="scopedId(`input-numTargets`)"
                         v-model="numTargets"
@@ -695,7 +695,7 @@
                         suffix=" targets"
                       />
                       <label :for="scopedId(`input-numTargets`)">Targets</label>
-                    </span>
+                    </FloatLabel>
                   </div>
                 </div>
               </div>
@@ -725,7 +725,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <AutoComplete
                         :id="scopedId('input-existingTargetGene')"
                         ref="existingTargetGeneInput"
@@ -752,7 +752,7 @@
                         </template>
                       </AutoComplete>
                       <label :for="scopedId('input-existingTargetGene')">Copy from an existing target</label>
-                    </span>
+                    </FloatLabel>
                   </div>
                 </div>
                 <div class="mavedb-wizard-row">
@@ -765,14 +765,14 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <InputText
                         :id="scopedId('input-targetGeneName')"
                         v-model="createdTargetGenes[targetIdx].targetGene.name"
                         style="width: 100%"
                       />
                       <label :for="scopedId('input-targetGeneName')">Target name</label>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors[`targetGene.${targetIdx}.name`]" class="mave-field-error">{{
                       validationErrors[`targetGene.${targetIdx}.name`]
                     }}</span>
@@ -790,14 +790,14 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <InputText
                           :id="scopedId('input-targetGeneLabel')"
                           v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.label"
                           style="width: 100%"
                         />
                         <label :for="scopedId('input-targetGeneLabel')">Target label</label>
-                      </span>
+                      </FloatLabel>
                       <span
                         v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.label`]"
                         class="mave-field-error"
@@ -811,15 +811,13 @@
                       <label :id="scopedId('input-targetGeneCategory')">The functional category of the target</label>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
-                        <span class="p-float-label">
-                          <SelectButton
-                            :id="scopedId('input-targetGeneCategory')"
-                            v-model="createdTargetGenes[targetIdx].targetGene.category"
-                            :option-label="textForTargetGeneCategory"
-                            :options="targetGeneCategories"
-                          />
-                        </span>
+                      <span>
+                        <SelectButton
+                          :id="scopedId('input-targetGeneCategory')"
+                          v-model="createdTargetGenes[targetIdx].targetGene.category"
+                          :option-label="textForTargetGeneCategory"
+                          :options="targetGeneCategories"
+                        />
                       </span>
                       <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
                         validationErrors[`targetGene.${targetIdx}.category`]
@@ -856,23 +854,25 @@
                         v-if="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
                         class="mavedb-wizard-subcontent field-columns"
                       >
-                        <div class="p-float-label field-column">
-                          <AutoComplete
-                            :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
-                            v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].identifier"
-                            field="identifier"
-                            :force-selection="false"
-                            option-label="identifier"
-                            style="width: 100%"
-                            :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
-                            @complete="searchTargetGeneIdentifiers(dbName, $event)"
-                            @update:model-value="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
-                          />
-                          <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
-                            >{{ dbName }} identifier</label
-                          >
+                        <div class="field-column">
+                          <FloatLabel variant="on">
+                            <AutoComplete
+                              :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
+                              v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].identifier"
+                              field="identifier"
+                              :force-selection="false"
+                              option-label="identifier"
+                              style="width: 100%"
+                              :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
+                              @complete="searchTargetGeneIdentifiers(dbName, $event)"
+                              @update:model-value="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
+                            />
+                            <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
+                              >{{ dbName }} identifier</label
+                            >
+                          </FloatLabel>
                         </div>
-                        <span class="p-float-label">
+                        <FloatLabel variant="on">
                           <InputNumber
                             :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
                             v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].offset"
@@ -882,7 +882,7 @@
                             suffix=" bp"
                           />
                           <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
-                        </span>
+                        </FloatLabel>
                       </div>
                       <span
                         v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`]"
@@ -916,7 +916,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <AutoComplete
                           :id="scopedId('input-targetGeneTaxonomyLabel')"
                           ref="taxonomyInput"
@@ -940,7 +940,7 @@
                           </template>
                         </AutoComplete>
                         <label :for="scopedId('input-targetGeneTaxonomyLabel')">Taxonomy</label>
-                      </span>
+                      </FloatLabel>
                       <span
                         v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`]"
                         class="mave-field-error"
@@ -953,13 +953,13 @@
                       <label :id="scopedId('input-targetGeneSequenceTypeLabel')">The sequence type of the target</label>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <SelectButton
                           :id="scopedId('input-targetGeneSequenceType')"
                           v-model="createdTargetGenes[targetIdx].targetGene.targetSequence.sequenceType"
                           :options="sequenceTypes"
                         />
-                      </span>
+                      </FloatLabel>
                       <span
                         v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`]"
                         class="mave-field-error"
@@ -976,7 +976,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <FileUpload
                           :id="scopedId('input-targetGeneSequenceFileLabel')"
                           ref="sequenceFileUpload"
@@ -1014,7 +1014,7 @@
                             </div>
                           </template>
                         </FileUpload>
-                      </span>
+                      </FloatLabel>
                       <span
                         v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`]"
                         class="mave-field-error"
@@ -1054,7 +1054,7 @@
                       <label :id="scopedId('input-targetGeneAssemblyLabel')">The assembly for this accession</label>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <!-- Assembly is the reference genome property in coordinate cases -->
                         <Select
                           v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.assembly"
@@ -1064,7 +1064,7 @@
                           @change="refreshAccessionOptions(targetIdx)"
                         />
                         <label :for="scopedId('input-targetGeneAssemblyLabel')">Assembly</label>
-                      </span>
+                      </FloatLabel>
                       <span
                         v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`]"
                         class="mave-field-error"
@@ -1077,7 +1077,7 @@
                       <label :id="scopedId('input-targetGeneGeneNameLabel')">The gene name for this accession</label>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <Select
                           :id="scopedId('input-targetGeneGeneNameLabel')"
                           v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.gene"
@@ -1089,7 +1089,7 @@
                           @change="autofillGeneName($event, targetIdx)"
                         />
                         <label :for="scopedId('input-targetGeneGeneNameLabel')">HGNC Name</label>
-                      </span>
+                      </FloatLabel>
                       <span
                         v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.gene`]"
                         class="mave-field-error"
@@ -1111,7 +1111,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <AutoComplete
                           :id="scopedId('input-targetGeneAccessionLabel')"
                           v-model="createdTargetGenes[targetIdx].targetGene.targetAccession.accession"
@@ -1122,7 +1122,7 @@
                           @complete="fetchTargetAccessions($event)"
                         />
                         <label :for="scopedId('input-targetGeneAccessionLabel')"> Accession Identifier </label>
-                      </span>
+                      </FloatLabel>
                       <div v-if="showSwitchToProteinAccessionButton(targetIdx)" class="mavedb-wizard-subcontent">
                         <Button
                           icon="pi pi-arrows-h"
@@ -1143,15 +1143,13 @@
                       <label :id="scopedId('input-targetGeneCategoryLabel')">The genetic category of the target</label>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <span class="p-float-label">
-                        <span class="p-float-label">
-                          <SelectButton
-                            :id="scopedId('input-targetGeneCategoryLabel')"
-                            v-model="createdTargetGenes[targetIdx].targetGene.category"
-                            :option-label="textForTargetGeneCategory"
-                            :options="targetGeneCategories"
-                          />
-                        </span>
+                      <span>
+                        <SelectButton
+                          :id="scopedId('input-targetGeneCategoryLabel')"
+                          v-model="createdTargetGenes[targetIdx].targetGene.category"
+                          :option-label="textForTargetGeneCategory"
+                          :options="targetGeneCategories"
+                        />
                       </span>
                       <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
                         validationErrors[`targetGene.${targetIdx}.category`]
@@ -1253,7 +1251,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <FileUpload
                         :id="scopedId('input-scoresFile')"
                         ref="scoresFileUpload"
@@ -1270,7 +1268,7 @@
                           <p>Drop a file here.</p>
                         </template>
                       </FileUpload>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors.scoresFile" class="mave-field-error">{{
                       validationErrors.scoresFile
                     }}</span>
@@ -1286,7 +1284,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <FileUpload
                         :id="scopedId('input-scoreColumnsMetadataFile')"
                         ref="scoreColumnsMetadataFileUpload"
@@ -1306,7 +1304,7 @@
                           <p>Drop a file here.</p>
                         </template>
                       </FileUpload>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors.scoreColumnsMetadataFile" class="mave-field-error">{{
                       validationErrors.scoreColumnsMetadataFile
                     }}</span>
@@ -1322,7 +1320,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <FileUpload
                         :id="scopedId('input-countsFile')"
                         ref="countsFileUpload"
@@ -1339,7 +1337,7 @@
                           <p>Drop a file here.</p>
                         </template>
                       </FileUpload>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors.countsFile" class="mave-field-error">{{
                       validationErrors.countsFile
                     }}</span>
@@ -1355,7 +1353,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <FileUpload
                         :id="scopedId('input-countColumnsMetadataFile')"
                         ref="countColumnsMetadataFileUpload"
@@ -1375,7 +1373,7 @@
                           <p>Drop a file here.</p>
                         </template>
                       </FileUpload>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors.countColumnsMetadataFile" class="mave-field-error">{{
                       validationErrors.countColumnsMetadataFile
                     }}</span>
@@ -1412,6 +1410,7 @@ import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Select from 'primevue/select'
 import FileUpload from 'primevue/fileupload'
+import FloatLabel from 'primevue/floatlabel'
 import InputNumber from 'primevue/inputnumber'
 import ToggleSwitch from 'primevue/toggleswitch'
 import InputText from 'primevue/inputtext'
@@ -1489,6 +1488,7 @@ export default {
     Select,
     EmailPrompt,
     FileUpload,
+    FloatLabel,
     InputNumber,
     ToggleSwitch,
     InputText,

From a2a9a131023286c8d39f95cb36ab2e4771eb6a05 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 15:55:53 -0800
Subject: [PATCH 089/157] Replace span.p-float-label elements with Primevue 4
 FloatLabels in ScoreSetEditor

---
 src/components/screens/ScoreSetEditor.vue | 130 +++++++++++-----------
 1 file changed, 66 insertions(+), 64 deletions(-)

diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index 5cc03687..45e47c0c 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -28,7 +28,7 @@
               </div>
               <div v-else>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <Select
                       :id="scopedId('input-experiment')"
                       v-model="experiment"
@@ -38,7 +38,7 @@
                       @change="populateExperimentMetadata"
                     />
                     <label :for="scopedId('input-experiment')">Experiment</label>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.experiment" class="mave-field-error">{{
                     validationErrors.experiment
                   }}</span>
@@ -62,17 +62,17 @@
             <template #title>Score set information</template>
             <template #content>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                   <InputText :id="scopedId('input-title')" v-model="title" />
                   <label :for="scopedId('input-title')">Title</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.title" class="mave-field-error">{{ validationErrors.title }}</span>
               </div>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                   <Textarea :id="scopedId('input-shortDescription')" v-model="shortDescription" rows="4" />
                   <label :for="scopedId('input-shortDescription')">Short description</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.shortDescription" class="mave-field-error">{{
                   validationErrors.shortDescription
                 }}</span>
@@ -85,10 +85,10 @@
                   </TabList>
                   <TabPanels>
                     <TabPanel header="Edit" value="0">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="4" />
                         <label :for="scopedId('input-abstractText')">Abstract</label>
-                      </span>
+                      </FloatLabel>
                     </TabPanel>
                     <TabPanel header="Preview" value="1">
                       <!-- eslint-disable-next-line vue/no-v-html -->
@@ -108,10 +108,10 @@
                   </TabList>
                   <TabPanels>
                     <TabPanel header="Edit" value="0">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="4" />
                         <label :for="scopedId('input-methodText')">Methods</label>
-                      </span>
+                      </FloatLabel>
                     </TabPanel>
                     <TabPanel header="Preview" value="1">
                       <!-- eslint-disable-next-line vue/no-v-html -->
@@ -124,7 +124,7 @@
                 }}</span>
               </div>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                   <AutoComplete
                     :id="scopedId('input-contributors')"
                     v-model="contributors"
@@ -138,14 +138,14 @@
                     @update:model-value="newContributorsAdded"
                   />
                   <label :for="scopedId('input-contributors')">Contributors</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.contributors" class="mave-field-error">{{
                   validationErrors.contributors
                 }}</span>
               </div>
               <div>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <Select
                       :id="scopedId('input-targetLicenseId')"
                       v-model="licenseId"
@@ -155,7 +155,7 @@
                       style="width: 100%"
                     />
                     <label :for="scopedId('input-targetLicenseId')">License</label>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.licenseId" class="mave-field-error">{{
                     validationErrors.licenseId
                   }}</span>
@@ -174,7 +174,7 @@
                   </Message>
                 </div>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <AutoComplete
                       :id="scopedId('input-doiIdentifiers')"
                       v-model="doiIdentifiers"
@@ -187,21 +187,21 @@
                       @update:model-value="newDoiIdentifiersAdded"
                     />
                     <label :for="scopedId('input-doiIdentifiers')">DOIs</label>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
                     validationErrors.doiIdentifiers
                   }}</span>
                 </div>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <AutoComplete
                       :id="scopedId('input-publicationIdentifiers')"
                       ref="publicationIdentifiersInput"
                       v-model="publicationIdentifiers"
-                      class="p-inputwrapper-filled"
                       :multiple="true"
                       :option-label="(x) => `${x.identifier}: ${truncatePublicationTitle(x.title)}`"
                       :suggestions="publicationIdentifierSuggestionsList"
+                      @blur="clearAutoCompleteInput"
                       @complete="searchPublicationIdentifiers"
                       @keyup.escape="clearPublicationIdentifierSearch"
                       @option-select="acceptNewPublicationIdentifier"
@@ -216,13 +216,13 @@
                       </template>
                     </AutoComplete>
                     <label :for="scopedId('input-publicationIdentifiers')">Publication identifiers</label>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.publicationIdentifiers" class="mave-field-error">{{
                     validationErrors.publicationIdentifiers
                   }}</span>
                 </div>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <Multiselect
                       :id="scopedId('input-primaryPublicationIdentifiers')"
                       v-model="primaryPublicationIdentifiers"
@@ -243,7 +243,7 @@
                       </template>
                     </Multiselect>
                     <label :for="scopedId('input-primaryPublicationIdentifiers')">Primary publication</label>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.primaryPublicationIdentifiers" class="mave-field-error">{{
                     validationErrors.primaryPublicationIdentifiers
                   }}</span>
@@ -253,7 +253,7 @@
                   are still relevant to this score set.
                 </Message>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <div v-if="extraMetadata">
                       <span class="mr-2"> Extra metadata</span>
                       <i class="pi pi-check mr-3"></i>
@@ -291,16 +291,16 @@
                         <p>Drop a JSON file here.</p>
                       </template>
                     </FileUpload>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.extraMetadata" class="mave-field-error">{{
                     validationErrors.extraMetadata
                   }}</span>
                 </div>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <Textarea :id="scopedId('input-dataUsagePolicy')" v-model="dataUsagePolicy" rows="4" />
                     <label :for="scopedId('input-dataUsagePolicy')">Data usage policy</label>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.dataUsagePolicy" class="mave-field-error">{{
                     validationErrors.dataUsagePolicy
                   }}</span>
@@ -324,7 +324,7 @@
                     <TabPanels>
                       <TabPanel value="0">
                         <div class="field">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <AutoComplete
                               :id="scopedId('input-existingTargetGene')"
                             ref="existingTargetGeneInput"
@@ -350,16 +350,16 @@
                               </template>
                             </AutoComplete>
                             <label :for="scopedId('input-existingTargetGene')">Copy from an existing target gene</label>
-                          </span>
+                          </FloatLabel>
                         </div>
                         <div class="field">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <InputText :id="scopedId('input-targetGeneName')" v-model="targetGene.name" />
                             <label :for="scopedId('input-targetGeneName')">Target name</label>
-                          </span>
+                          </FloatLabel>
                         </div>
                         <div class="field">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <InputText
                               :id="scopedId('input-targetSequenceLabel')"
                               v-model="targetGene.targetSequence.label"
@@ -367,21 +367,21 @@
                             <label :for="scopedId('input-targetSequenceLabel')"
                               >Target label (only required when providing multiple targets)</label
                             >
-                          </span>
+                          </FloatLabel>
                         </div>
                         <div class="field">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <SelectButton
                               :id="scopedId('input-targetGeneCategory')"
                               v-model="targetGene.category"
                               :option-label="textForTargetGeneCategory"
                               :options="targetGeneCategories"
                             />
-                          </span>
+                          </FloatLabel>
                         </div>
                         <div v-for="dbName of externalGeneDatabases" :key="dbName" class="field field-columns">
                           <div class="field-column">
-                            <span class="p-float-label">
+                            <FloatLabel variant="on">
                               <AutoComplete
                                 :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
                                 :ref="`${dbName.toLowerCase()}IdentifierInput`"
@@ -396,10 +396,10 @@
                               <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
                                 >{{ dbName }} identifier</label
                               >
-                            </span>
+                            </FloatLabel>
                           </div>
                           <div class="field-column">
-                            <span class="p-float-label">
+                            <FloatLabel variant="on">
                               <InputNumber
                                 :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
                                 v-model="targetGene.externalIdentifiers[dbName].offset"
@@ -409,11 +409,11 @@
                                 suffix=" bp"
                               />
                               <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
-                            </span>
+                            </FloatLabel>
                           </div>
                         </div>
                         <div class="field">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <AutoComplete
                               :id="scopedId('input-targetSequenceTaxonomy')"
                               ref="taxonomyInput"
@@ -435,13 +435,13 @@
                               </template>
                             </AutoComplete>
                             <label :for="scopedId('input-targetSequenceTaxonomy')">Taxonomy</label>
-                          </span>
+                          </FloatLabel>
                           <span v-if="validationErrors['targetGene.targetSequence.taxonomy']" class="mave-field-error">{{
                             validationErrors['targetGene.targetSequence.taxonomy']
                           }}</span>
                         </div>
                         <div class="field">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <FileUpload
                               :id="scopedId('input-targetGeneTargetSequenceSequenceFile')"
                               ref="sequenceFileUpload"
@@ -459,16 +459,16 @@
                                 <p>Drop a FASTA file here.</p>
                               </template>
                             </FileUpload>
-                          </span>
+                          </FloatLabel>
                         </div>
                         <div class="field">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <SelectButton
                               :id="scopedId('input-targetGeneTargetSequenceSequenceType')"
                               v-model="targetGene.targetSequence.sequenceType"
                               :options="sequenceTypes"
                             />
-                          </span>
+                          </FloatLabel>
                         </div>
                         <div>
                           <Button icon="pi pi-check" label="Add Target" @click="addTarget" />
@@ -484,17 +484,17 @@
                       <TabPanel header="Genomic Coordinates" value="1">
                         <div class="field field-columns">
                           <div class="field-column">
-                            <span class="p-float-label">
+                            <FloatLabel variant="on">
                               <InputText
                                 :id="scopedId('input-targetGeneName')"
                                 v-model="targetGene.name"
                                 style="width: 100%"
                               />
                               <label :for="scopedId('input-targetGene')">Target gene name</label>
-                            </span>
+                            </FloatLabel>
                           </div>
                           <div class="field-column">
-                            <span class="p-float-label">
+                            <FloatLabel variant="on">
                               <!-- Assembly is the reference genome property in coordinate cases -->
                               <Select
                                 :id="scopedId('input-targetGeneAssembly')"
@@ -503,10 +503,10 @@
                                 style="width: 100%"
                               />
                               <label :for="scopedId('input-targetGeneAssembly')">Assembly</label>
-                            </span>
+                            </FloatLabel>
                           </div>
                           <div class="field-column">
-                            <span class="p-float-label">
+                            <FloatLabel variant="on">
                               <Select
                                 :id="scopedId('input-targetGeneGeneNames')"
                                 v-model="geneName"
@@ -518,15 +518,15 @@
                                 @change="autofillGeneName"
                               />
                               <label :for="scopedId('input-targetGeneAssembly')">HGNC Name</label>
-                            </span>
+                            </FloatLabel>
                           </div>
                         </div>
                         <div class="field">
-                          <span class="p-float-label pb-2">
-                            Autocomplete By:
+                          <div class="flex align-items-center space-x-2">
+                            <span>Autocomplete By:</span>
                             <SelectButton v-model="targetAutocomplete" aria-labelledby="basic" :options="targetOptions" />
-                          </span>
-                          <span class="p-float-label">
+                          </div>
+                          <FloatLabel class="mt-3" variant="on">
                             <AutoComplete
                               :id="scopedId('input-targetGene-accession')"
                               v-model="targetGene.targetAccession.accession"
@@ -536,17 +536,17 @@
                               @complete="fetchTargetAccessions"
                             />
                             <label :for="scopedId('input-targetGene-accession')">Accession/Transcript Identifier</label>
-                          </span>
+                          </FloatLabel>
                         </div>
                         <div class="field">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <SelectButton
                               :id="scopedId('input-targetGeneCategory')"
                               v-model="targetGene.category"
                               :option-label="textForTargetGeneCategory"
                               :options="targetGeneCategories"
                             />
-                          </span>
+                          </FloatLabel>
                         </div>
                         <div>
                           <Button
@@ -769,7 +769,7 @@
                 </div>
                 <div v-else>Load a scores file and an optional counts file:</div>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <FileUpload
                       :id="scopedId('input-scoresFile')"
                       ref="scoresFileUpload"
@@ -786,13 +786,13 @@
                         <p>Drop a file here.</p>
                       </template>
                     </FileUpload>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.scoresFile" class="mave-field-error">{{
                     validationErrors.scoresFile
                   }}</span>
                 </div>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <div v-if="scoreColumnsMetadata">
                       <span class="mr-2">Scores column metadata</span>
                       <i class="pi pi-check mr-3"></i>
@@ -829,13 +829,13 @@
                         <p>Drop a JSON file here.</p>
                       </template>
                     </FileUpload>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.scoreColumnsMetadataFile" class="mave-field-error">{{
                     validationErrors.scoreColumnsMetadataFile
                   }}</span>
                 </div>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <FileUpload
                       :id="scopedId('input-countsFile')"
                       ref="countsFileUpload"
@@ -852,13 +852,13 @@
                         <p>Drop a file here.</p>
                       </template>
                     </FileUpload>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.countsFile" class="mave-field-error">{{
                     validationErrors.countsFile
                   }}</span>
                 </div>
                 <div class="field">
-                  <span class="p-float-label">
+                  <FloatLabel variant="on">
                     <div v-if="countColumnsMetadata">
                       <span class="mr-2">Counts column metadata</span>
                       <i class="pi pi-check mr-3"></i>
@@ -895,7 +895,7 @@
                         <p>Drop a JSON file here.</p>
                       </template>
                     </FileUpload>
-                  </span>
+                  </FloatLabel>
                   <span v-if="validationErrors.countColumnsMetadataFile" class="mave-field-error">{{
                     validationErrors.countColumnsMetadataFile
                   }}</span>
@@ -933,6 +933,7 @@ import Column from 'primevue/column'
 import DataTable from 'primevue/datatable'
 import Select from 'primevue/select'
 import FileUpload from 'primevue/fileupload'
+import FloatLabel from 'primevue/floatlabel'
 import InputNumber from 'primevue/inputnumber'
 import InputText from 'primevue/inputtext'
 import ToggleSwitch from 'primevue/toggleswitch'
@@ -998,6 +999,7 @@ export default {
     EmailPrompt,
     EntityLink,
     FileUpload,
+    FloatLabel,
     InputNumber,
     InputText,
     ToggleSwitch,

From 3eb4b2660a66eeaf84bdbe15e9a0d7d291dd1868 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 16:07:56 -0800
Subject: [PATCH 090/157] Replace span.p-float-label elements with Primevue 4
 FloatLabels in ExperimentCreator

---
 src/components/screens/ExperimentCreator.vue | 72 ++++++++++----------
 1 file changed, 36 insertions(+), 36 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index f47b30fc..bc0f7367 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -52,10 +52,10 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <InputText :id="scopedId('input-title')" v-model="title" />
                       <label :for="scopedId('input-title')">Title</label>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors.title" class="mave-field-error">{{ validationErrors.title }}</span>
                   </div>
                 </div>
@@ -71,10 +71,10 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <Textarea :id="scopedId('input-shortDescription')" v-model="shortDescription" rows="4" />
                       <label :for="scopedId('input-shortDescription')">Short description</label>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors.shortDescription" class="mave-field-error">{{
                       validationErrors.shortDescription
                     }}</span>
@@ -99,10 +99,10 @@
                       </TabList>
                       <TabPanels>
                         <TabPanel header="Edit" value="0">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="10" />
                             <label :for="scopedId('input-abstractText')">Abstract</label>
-                          </span>
+                          </FloatLabel>
                         </TabPanel>
                         <TabPanel header="Preview" value="1">
                           <!-- eslint-disable-next-line vue/no-v-html -->
@@ -141,10 +141,10 @@
                       </TabList>
                       <TabPanels>
                         <TabPanel header="Edit" value="0">
-                          <span class="p-float-label">
+                          <FloatLabel variant="on">
                             <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="10" />
                             <label :for="scopedId('input-methodText')">Methods</label>
-                          </span>
+                          </FloatLabel>
                         </TabPanel>
                         <TabPanel header="Preview" value="1">
                           <!-- eslint-disable-next-line vue/no-v-html -->
@@ -168,7 +168,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content field">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <AutoComplete
                         :id="scopedId('input-doiIdentifiers')"
                         v-model="doiIdentifiers"
@@ -181,7 +181,7 @@
                         @update:model-value="newDoiIdentifiersAdded"
                       />
                       <label :for="scopedId('input-doiIdentifiers')">DOIs</label>
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
                       validationErrors.doiIdentifiers
                     }}</span>
@@ -197,7 +197,7 @@
                       <div class="mavedb-help-small">Examples: 1111-1111-1111-1111</div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <AutoComplete
                           :id="scopedId('input-contributors')"
                           v-model="contributors"
@@ -211,7 +211,7 @@
                           @update:model-value="newContributorsAdded"
                         />
                         <label :for="scopedId('input-contributors')">Contributors</label>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.contributors" class="mave-field-error">{{
                         validationErrors.contributors
                       }}</span>
@@ -231,7 +231,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <AutoComplete
                           :id="scopedId('input-publicationIdentifiers')"
                           v-model="publicationIdentifiers"
@@ -253,7 +253,7 @@
                           </template>
                         </AutoComplete>
                         <label :for="scopedId('input-publicationIdentifiers')">Publication identifiers</label>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.publicationIdentifiers" class="mave-field-error">{{
                         validationErrors.publicationIdentifiers
                       }}</span>
@@ -264,7 +264,7 @@
                       <label> Of the above publications, the primary publication that describes the score set. </label>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label" style="display: block">
+                      <FloatLabel variant="on">
                         <Multiselect
                           :id="scopedId('input-primaryPublicationIdentifiers')"
                           v-model="primaryPublicationIdentifiers"
@@ -284,7 +284,7 @@
                           </template>
                         </Multiselect>
                         <label :for="scopedId('input-primaryPublicationIdentifiers')">Primary publication</label>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.primaryPublicationIdentifiers" class="mave-field-error">{{
                         validationErrors.primaryPublicationIdentifiers
                       }}</span>
@@ -311,7 +311,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <AutoComplete
                           :id="scopedId('input-rawReadIdentifiers')"
                           ref="rawReadIdentifiersInput"
@@ -325,7 +325,7 @@
                           @update:model-value="newRawReadIdentifiersAdded"
                         />
                         <label :for="scopedId('input-rawReadIdentifiers')">Raw Read</label>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.rawReadIdentifiers" class="mave-field-error">{{
                         validationErrors.rawReadIdentifiers
                       }}</span>
@@ -336,7 +336,7 @@
                       <label> Any additional metadata about the experiment, as a JSON file. </label>
                     </div>
                     <div class="mavedb-wizard-content field">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <FileUpload
                           :id="scopedId('input-extraMetadataFile')"
                           accept="application/json"
@@ -354,7 +354,7 @@
                             <p>Drop a JSON file here.</p>
                           </template>
                         </FileUpload>
-                      </span>
+                      </FloatLabel>
                       <span v-if="validationErrors.extraMetadata" class="mave-field-error">{{
                         validationErrors.extraMetadata
                       }}</span>
@@ -391,16 +391,18 @@
                     </div>
 
                     <div class="mavedb-wizard-content keyword-editor">
-                      <span class="p-float-label field">
-                        <Select
-                          :id="scopedId(`keyword-input-${keyword.key}`)"
-                          v-model="keywordKeys[keyword.key]"
-                          class="keyword-dropdown"
-                          :option-label="(option) => formatKeywordOptionLabel(option)"
-                          option-value="label"
-                          :options="getKeywordOptions(keyword.option)"
-                        />
-                        <label :for="scopedId(`keyword-input-${keyword.key}`)">{{ keyword.key }}</label>
+                      <span class="field">
+                        <FloatLabel variant="on">
+                          <Select
+                            :id="scopedId(`keyword-input-${keyword.key}`)"
+                            v-model="keywordKeys[keyword.key]"
+                            class="keyword-dropdown"
+                            :option-label="(option) => formatKeywordOptionLabel(option)"
+                            option-value="label"
+                            :options="getKeywordOptions(keyword.option)"
+                          />
+                          <label :for="scopedId(`keyword-input-${keyword.key}`)">{{ keyword.key }}</label>
+                        </FloatLabel>
                         <Button
                           aria-label="Filter"
                           class="keyword-button"
@@ -433,13 +435,13 @@
                       }}</span>
 
                       <div v-if="keywordTextVisible[keyword.key] || keywordKeys[keyword.key] === 'Other'" class="field">
-                        <span class="p-float-label keyword-description-input">
+                        <FloatLabel class="keyword-description-input" variant="on">
                           <Textarea :id="scopedId('input-title')" v-model="keywordDescriptions[keyword.key]" rows="4" />
                           <label :for="scopedId('input-title')"
                             >{{ keyword.descriptionLabel }}
                             {{ keywordKeys[keyword.key] === 'Other' ? '(Required)' : '(Optional)' }}</label
                           >
-                        </span>
+                        </FloatLabel>
                         <span v-if="validationErrors[`keywordDescriptions.${keyword.key}`]" class="mave-field-error">
                           {{ validationErrors[`keywordDescriptions.${keyword.key}`] }}</span
                         >
@@ -476,6 +478,7 @@ import {marked} from 'marked'
 import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Dialog from 'primevue/dialog'
+import FloatLabel from 'primevue/floatlabel'
 import Select from 'primevue/select'
 import FileUpload from 'primevue/fileupload'
 import InputText from 'primevue/inputtext'
@@ -596,6 +599,7 @@ export default {
     Button,
     DefaultLayout,
     Dialog,
+    FloatLabel,
     Select,
     EmailPrompt,
     FileUpload,
@@ -1391,10 +1395,6 @@ export default {
   margin-left: 4px;
 }
 
-.keyword-description-input {
-  width: 450px;
-}
-
 .mavedb-wizard:deep(.p-stepper) {
   min-width: 1180px; /* Design is not responsive past this point. */
 }

From 63c069e95809104bd585efc7433030a47b61d6b7 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 31 Dec 2025 16:16:21 -0800
Subject: [PATCH 091/157] Replace span.p-float-label elements with Primevue 4
 FloatLabels in ExperimentEditor

---
 src/components/screens/ExperimentEditor.vue | 50 +++++++++++----------
 1 file changed, 26 insertions(+), 24 deletions(-)

diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 8ef40a32..34f646a1 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -52,23 +52,23 @@
                 </div>
               </div>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                   <InputText :id="scopedId('input-title')" v-model="title" />
                   <label :for="scopedId('input-title')">Title</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.title" class="mave-field-error">{{ validationErrors.title }}</span>
               </div>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                   <Textarea :id="scopedId('input-shortDescription')" v-model="shortDescription" rows="4" />
                   <label :for="scopedId('input-shortDescription')">Short description</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.shortDescription" class="mave-field-error">{{
                   validationErrors.shortDescription
                 }}</span>
               </div>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                  <AutoComplete
                     :id="scopedId('input-doiIdentifiers')"
                     ref="doiIdentifiersInput"
@@ -82,13 +82,13 @@
                     @update:model-value="newDoiIdentifiersAdded"
                   />
                   <label :for="scopedId('input-doiIdentifiers')">DOIs</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.doiIdentifiers" class="mave-field-error">{{
                   validationErrors.doiIdentifiers
                 }}</span>
               </div>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                   <AutoComplete
                     :id="scopedId('input-publicationIdentifiers')"
                     v-model="publicationIdentifiers"
@@ -110,13 +110,13 @@
                     </template>
                   </AutoComplete>
                   <label :for="scopedId('input-publicationIdentifiers')">Publication identifiers</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.publicationIdentifiers" class="mave-field-error">{{
                   validationErrors.publicationIdentifiers
                 }}</span>
               </div>
               <div class="field">
-                <span class="p-float-label" style="display: block">
+                <FloatLabel variant="on">
                   <Multiselect
                     :id="scopedId('input-primaryPublicationIdentifiers')"
                     v-model="primaryPublicationIdentifiers"
@@ -136,13 +136,13 @@
                     </template>
                   </Multiselect>
                   <label :for="scopedId('input-primaryPublicationIdentifiers')">Primary publication</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.primaryPublicationIdentifiers" class="mave-field-error">{{
                   validationErrors.primaryPublicationIdentifiers
                 }}</span>
               </div>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                   <AutoComplete
                     :id="scopedId('input-rawReadIdentifiers')"
                     ref="rawReadIdentifiersInput"
@@ -156,7 +156,7 @@
                     @update:model-value="newRawReadIdentifiersAdded"
                   />
                   <label :for="scopedId('input-rawReadIdentifiers')">Raw Read</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.rawReadIdentifiers" class="mave-field-error">{{
                   validationErrors.rawReadIdentifiers
                 }}</span>
@@ -169,10 +169,10 @@
                   </TabList>
                   <TabPanels>
                     <TabPanel header="Edit" value="0">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <Textarea :id="scopedId('input-abstractText')" v-model="abstractText" rows="4" />
                         <label :for="scopedId('input-abstractText')">Abstract</label>
-                      </span>
+                      </FloatLabel>
                     </TabPanel>
                     <TabPanel header="Preview" value="1">
                       <!-- eslint-disable-next-line vue/no-v-html -->
@@ -192,10 +192,10 @@
                   </TabList>
                   <TabPanels>
                     <TabPanel header="Edit" value="0">
-                      <span class="p-float-label">
+                      <FloatLabel variant="on">
                         <Textarea :id="scopedId('input-methodText')" v-model="methodText" rows="4" />
                         <label :for="scopedId('input-methodText')">Methods</label>
-                      </span>
+                      </FloatLabel>
                     </TabPanel>
                     <TabPanel header="Preview" value="1">
                       <!-- eslint-disable-next-line vue/no-v-html -->
@@ -208,7 +208,7 @@
                 }}</span>
               </div>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                   <AutoComplete
                     :id="scopedId('input-contributors')"
                     v-model="contributors"
@@ -222,13 +222,13 @@
                     @update:model-value="newContributorsAdded"
                   />
                   <label :for="scopedId('input-contributors')">Contributors</label>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.contributors" class="mave-field-error">{{
                   validationErrors.contributors
                 }}</span>
               </div>
               <div class="field">
-                <span class="p-float-label">
+                <FloatLabel variant="on">
                   <div v-if="extraMetadata">
                     <span class="mr-2">Extra metadata</span>
                     <i class="pi pi-check mr-3"></i>
@@ -265,7 +265,7 @@
                       <p>Drop a JSON file here.</p>
                     </template>
                   </FileUpload>
-                </span>
+                </FloatLabel>
                 <span v-if="validationErrors.extraMetadata" class="mave-field-error">{{
                   validationErrors.extraMetadata
                 }}</span>
@@ -282,7 +282,7 @@
               <div v-for="keyword in keywordData" :key="keyword.key">
                 <div v-if="keywordVisibility[keyword.key]">
                   <div class="field">
-                    <span class="p-float-label">
+                    <FloatLabel variant="on">
                       <Select
                         :id="scopedId(`keyword-input-${keyword.key}`)"
                         v-model="keywordKeys[keyword.key]"
@@ -292,7 +292,7 @@
                         :options="getKeywordOptions(keyword.option)"
                       />
                       <label :for="scopedId(`keyword-input-${keyword.key}`)">{{ keyword.key }}</label>
-                    </span>
+                    </FloatLabel>
                     <Button
                       aria-label="Filter"
                       class="keyword-description-button"
@@ -335,13 +335,13 @@
                     }}</span>
                   </div>
                   <div v-if="keywordTextVisible[keyword.key] || keywordKeys[keyword.key] === 'Other'" class="field">
-                    <span class="p-float-label keyword-description-input">
+                    <FloatLabel variant="on" class="keyword-description-input">
                       <Textarea :id="scopedId('input-title')" v-model="keywordDescriptions[keyword.key]" rows="4" />
                       <label :for="scopedId('input-title')"
                         >{{ keyword.descriptionLabel }}
                         {{ keywordKeys[keyword.key] === 'Other' ? '(Required)' : '(Optional)' }}</label
                       >
-                    </span>
+                    </FloatLabel>
                     <span v-if="validationErrors[`keywordDescriptions.${keyword.key}`]" class="mave-field-error">
                       {{ validationErrors[`keywordDescriptions.${keyword.key}`] }}</span
                     >
@@ -385,6 +385,7 @@ import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Card from 'primevue/card'
 import Dialog from 'primevue/dialog'
+import FloatLabel from 'primevue/floatlabel'
 import Select from 'primevue/select'
 import Multiselect from 'primevue/multiselect'
 import FileUpload from 'primevue/fileupload'
@@ -500,6 +501,7 @@ export default {
     Button,
     Card,
     Dialog,
+    FloatLabel,
     Select,
     Multiselect,
     DefaultLayout,

From 7d4ab35f0184b40fc95032ba1f9c75dea7eb87f2 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 2 Jan 2026 08:31:25 -0800
Subject: [PATCH 092/157] Replace span.p-float-label elements with Primevue 4
 FloatLabels in CalibrationEditor

---
 src/components/CalibrationEditor.vue | 62 ++++++++++++++--------------
 1 file changed, 32 insertions(+), 30 deletions(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index 2c0198c6..173576b8 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -8,7 +8,7 @@
           <p>Select the score set to which this calibration will apply.</p>
         </div>
         <div class="mavedb-wizard-content">
-          <span class="p-float-label">
+          <FloatLabel variant="on">
             <Select
               :id="scopedId('input-containing-score-set')"
               v-model="selectedScoreSet"
@@ -24,7 +24,7 @@
               </template>
             </Select>
             <label :for="scopedId('input-containing-score-set')">Score Set</label>
-          </span>
+          </FloatLabel>
           <span v-if="validationErrors['scoreSetUrn']" class="mave-field-error">{{
             validationErrors['scoreSetUrn']
           }}</span>
@@ -37,10 +37,10 @@
           <div class="mavedb-help-small">Display name for this calibration used in visualizations and listings.</div>
         </div>
         <div class="mavedb-wizard-content">
-          <span class="p-float-label">
+          <FloatLabel variant="on">
             <InputText :id="scopedId('input-calibration-title')" v-model="draft.title" style="width: 100%" />
             <label :for="scopedId('input-calibration-title')">Calibration Title</label>
-          </span>
+          </FloatLabel>
           <span v-if="validationErrors['title']" class="mave-field-error">{{ validationErrors['title'] }}</span>
         </div>
       </div>
@@ -50,10 +50,10 @@
           <label>Provide additional notes or context for the calibration.</label>
         </div>
         <div class="mavedb-wizard-content">
-          <span class="p-float-label">
+          <FloatLabel variant="on">
             <PrimeTextarea :id="scopedId('input-calibration-notes')" v-model="draft.notes" style="width: 100%" />
             <label :for="scopedId('input-calibration-notes')">Calibration Notes (optional)</label>
-          </span>
+          </FloatLabel>
           <span v-if="validationErrors['notes']" class="mave-field-error">{{ validationErrors['notes'] }}</span>
         </div>
       </div>
@@ -66,7 +66,7 @@
           <div class="mavedb-help-small">This number should not be in a range classified as abnormal.</div>
         </div>
         <div class="mavedb-wizard-content">
-          <span class="p-float-label">
+          <FloatLabel variant="on">
             <InputNumber
               v-model="draft.baselineScore"
               :aria-labelledby="scopedId('input-investigatorProvidedBaselineScore')"
@@ -75,7 +75,7 @@
               style="width: 100%"
             />
             <label :for="scopedId('input-investigatorProvidedBaselineScore')">Baseline Score</label>
-          </span>
+          </FloatLabel>
           <span v-if="validationErrors['baselineScore']" class="mave-field-error">{{
             validationErrors['baselineScore']
           }}</span>
@@ -93,7 +93,7 @@
           </div>
         </div>
         <div class="mavedb-wizard-content">
-          <span class="p-float-label">
+          <FloatLabel variant="on">
             <PrimeTextarea
               v-model="draft.baselineScoreDescription"
               :aria-labelledby="scopedId('input-investigatorProvidedBaselineScoreDescription')"
@@ -104,7 +104,7 @@
             <label :for="scopedId('input-investigatorProvidedBaselineScoreDescription')"
               >Baseline Score Description (optional)</label
             >
-          </span>
+          </FloatLabel>
           <span v-if="validationErrors['baselineScoreDescription']" class="mave-field-error">{{
             validationErrors['baselineScoreDescription']
           }}</span>
@@ -141,14 +141,14 @@
           <div class="mavedb-help-small">Display name used in visualizations.</div>
         </div>
         <div class="mavedb-wizard-content">
-          <span class="p-float-label">
+          <FloatLabel variant="on">
             <InputText
               v-model="rangeObj.label"
               :aria-labelledby="scopedId(`input-investigatorProvidedRangeLabel-${rangeIdx}`)"
               style="width: 100%"
             />
             <label :for="scopedId(`input-investigatorProvidedRangeLabel-${rangeIdx}`)">Functional range label</label>
-          </span>
+          </FloatLabel>
           <span v-if="validationErrors[`functionalRanges.${rangeIdx}.label`]" class="mave-field-error">{{
             validationErrors[`functionalRanges.${rangeIdx}.label`]
           }}</span>
@@ -163,7 +163,7 @@
           <div class="mavedb-help-small">Provide contextual meaning for the range.</div>
         </div>
         <div class="mavedb-wizard-content">
-          <span class="p-float-label">
+          <FloatLabel variant="on">
             <PrimeTextarea
               v-model="rangeObj.description"
               :aria-labelledby="scopedId(`input-investigatorProvidedRangeDescription-${rangeIdx}`)"
@@ -174,7 +174,7 @@
             <label :for="scopedId(`input-investigatorProvidedRangeDescription-${rangeIdx}`)"
               >Functional range description (optional)</label
             >
-          </span>
+          </FloatLabel>
           <span v-if="validationErrors[`functionalRanges.${rangeIdx}.description`]" class="mave-field-error">{{
             validationErrors[`functionalRanges.${rangeIdx}.description`]
           }}</span>
@@ -223,7 +223,7 @@
               @click="toggleBoundary(rangeIdx, 'lower')"
               ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
             /></PrimeButton>
-            <span class="p-float-label w-full">
+            <FloatLabel class="w-full" variant="on">
               <InputNumber
                 v-model="rangeObj.range[0]"
                 :aria-labelledby="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)"
@@ -238,9 +238,9 @@
                     ? 'Lower Bound (inclusive)'
                     : 'Lower Bound (exclusive)'
               }}</label>
-            </span>
+            </FloatLabel>
             <InputGroupAddon>to</InputGroupAddon>
-            <span class="p-float-label w-full">
+            <FloatLabel class="w-full" variant="on">
               <InputNumber
                 v-model="rangeObj.range[1]"
                 :aria-labelledby="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)"
@@ -255,7 +255,7 @@
                     ? 'Upper Bound (inclusive)'
                     : 'Upper Bound (exclusive)'
               }}</label>
-            </span>
+            </FloatLabel>
             <PrimeButton
               class="score-range-toggle-button"
               :disabled="functionalRangeHelpers[rangeIdx].infiniteUpper"
@@ -322,7 +322,7 @@
         </div>
         <div class="mavedb-wizard-content">
           <InputGroup>
-            <span class="p-float-label w-full">
+            <FloatLabel class="w-full" variant="on">
               <Select
                 v-model="rangeObj.acmgClassification.criterion"
                 :aria-labelledby="scopedId('input-investigatorProvidedOddsPathEvidence')"
@@ -331,8 +331,8 @@
                 :options="criterions"
               />
               <label :for="scopedId('input-investigatorProvidedOddspathsCriterion')">Criterion</label>
-            </span>
-            <span class="p-float-label w-full">
+            </FloatLabel>
+            <FloatLabel class="w-full" variant="on">
               <Select
                 v-model="rangeObj.acmgClassification.evidenceStrength"
                 :aria-labelledby="scopedId('input-investigatorProvidedOddsPathEvidence')"
@@ -342,7 +342,7 @@
                 :options="evidenceStrengths"
               />
               <label :for="scopedId('input-investigatorProvidedOddsPathEvidence')">Evidence Strength</label>
-            </span>
+            </FloatLabel>
           </InputGroup>
           <span
             v-if="validationErrors[`functionalRanges.${rangeIdx}.acmgClassification.criterion`]"
@@ -380,7 +380,7 @@
           <label :id="scopedId('input-investigatorProvidedOddsPathRatio')">OddsPaths ratio.</label>
         </div>
         <div class="mavedb-wizard-content">
-          <span class="p-float-label" style="margin-right: 1em">
+          <FloatLabel variant="on">
             <InputNumber
               v-model="rangeObj.oddspathsRatio"
               :aria-labelledby="scopedId('input-investigatorProvidedOddsPathRatio')"
@@ -389,7 +389,7 @@
               style="width: 100%"
             />
             <label :for="scopedId('input-oddsPathRatio')">OddsPaths Ratio</label>
-          </span>
+          </FloatLabel>
           <span v-if="validationErrors[`functionalRanges.${rangeIdx}.oddspathsRatio`]" class="mave-field-error">{{
             validationErrors[`functionalRanges.${rangeIdx}.oddspathsRatio`]
           }}</span>
@@ -438,7 +438,7 @@
         </div>
       </div>
       <div class="mavedb-wizard-content">
-        <span class="p-float-label">
+        <FloatLabel variant="on">
           <AutoComplete
             :id="scopedId('input-threshold-sources')"
             v-model="draft.thresholdSources"
@@ -463,7 +463,7 @@
           <span v-if="validationErrors['thresholdSources']" class="mave-field-error">{{
             validationErrors['thresholdSources']
           }}</span>
-        </span>
+        </FloatLabel>
       </div>
     </div>
 
@@ -475,7 +475,7 @@
         </div>
       </div>
       <div class="mavedb-wizard-content">
-        <span class="p-float-label">
+        <FloatLabel variant="on">
           <AutoComplete
             :id="scopedId('input-classification-sources-publication-identifiers')"
             v-model="draft.classificationSources"
@@ -500,7 +500,7 @@
           <span v-if="validationErrors['classificationSources']" class="mave-field-error">{{
             validationErrors['classificationSources']
           }}</span>
-        </span>
+        </FloatLabel>
       </div>
     </div>
 
@@ -512,7 +512,7 @@
         </div>
       </div>
       <div class="mavedb-wizard-content">
-        <span class="p-float-label">
+        <FloatLabel variant="on">
           <AutoComplete
             :id="scopedId('input-method-sources-publication-identifiers')"
             v-model="draft.methodSources"
@@ -537,7 +537,7 @@
           <span v-if="validationErrors['methodSources']" class="mave-field-error">{{
             validationErrors['methodSources']
           }}</span>
-        </span>
+        </FloatLabel>
       </div>
     </div>
   </div>
@@ -553,6 +553,7 @@ import SelectButton from 'primevue/selectbutton'
 import Select from 'primevue/select'
 import {reactive, ref} from 'vue'
 import type {PropType} from 'vue'
+import FloatLabel from 'primevue/floatlabel'
 import InputText from 'primevue/inputtext'
 import PrimeButton from 'primevue/button'
 import PrimeTextarea from 'primevue/textarea'
@@ -587,6 +588,7 @@ export interface DraftScoreCalibration extends DraftScoreCalibrationWithNullable
 export default {
   name: 'CalibrationEditor',
   components: {
+    FloatLabel,
     InputText,
     PrimeButton,
     PrimeTextarea,

From 5f053ac972b4aefa55e45f5dbd17ed21bbea84a0 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 2 Jan 2026 08:33:32 -0800
Subject: [PATCH 093/157] Replace span.p-float-label elements with Primevue 4
 FloatLabels in remaining components

---
 src/components/ProteinStructureView.vue   |  7 ++++---
 src/components/common/EmailPrompt.vue     |  9 +++++----
 src/components/screens/ScoreSetView.vue   | 11 ++++-------
 src/components/screens/SettingsScreen.vue |  7 ++++---
 4 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/src/components/ProteinStructureView.vue b/src/components/ProteinStructureView.vue
index edd17143..e00697a2 100644
--- a/src/components/ProteinStructureView.vue
+++ b/src/components/ProteinStructureView.vue
@@ -1,6 +1,6 @@
 <template>
   <div class="flex flex-col h-full">
-    <span v-if="alphaFoldData?.length > 1" class="p-float-label m-2">
+    <FloatLabel v-if="alphaFoldData?.length > 1" class="m-2" variant="on">
       <Select
         :id="scopedId('alphafold-id')"
         v-model="selectedAlphaFold"
@@ -8,7 +8,7 @@
         :options="alphaFoldData"
       />
       <label :for="scopedId('alphafold-id')">AlphaFold ID</label>
-    </span>
+    </FloatLabel>
     <div class="flex">
       <span class="ml-2">Color by:</span>
       <SelectButton
@@ -29,6 +29,7 @@
 <script>
 import axios from 'axios'
 import $ from 'jquery'
+import FloatLabel from 'primevue/floatlabel'
 import Select from 'primevue/select'
 import SelectButton from 'primevue/selectbutton'
 import {PDBeMolstarPlugin} from 'pdbe-molstar/lib/viewer'
@@ -42,7 +43,7 @@ import useScopedId from '@/composables/scoped-id'
 export default {
   name: 'ProteinStructureView',
 
-  components: {Select, SelectButton},
+  components: {FloatLabel, Select, SelectButton},
 
   props: {
     uniprotId: {
diff --git a/src/components/common/EmailPrompt.vue b/src/components/common/EmailPrompt.vue
index f9ad2678..f8c913ea 100644
--- a/src/components/common/EmailPrompt.vue
+++ b/src/components/common/EmailPrompt.vue
@@ -1,10 +1,10 @@
 <template>
   <Dialog v-model:visible="visible" :closable="false" :header="title" :style="{width: '25rem'}">
     <span class="p-text-secondary block mb-5">{{ dialog }}</span>
-    <div class="flex align-items-center gap-3 mb-3 p-float-label">
-      <InputText :id="scopedId('email-input')" v-model:model-value="email" class="flex-auto" />
+    <FloatLabel class="mb-2" variant="on">
+      <InputText :id="scopedId('email-input')" v-model:model-value="email" class="w-full" />
       <label :for="scopedId('email-input')">Email</label>
-    </div>
+    </FloatLabel>
     <div>
       <span v-if="emailValidationError" class="mave-field-error">{{ emailValidationError }}</span>
     </div>
@@ -19,6 +19,7 @@
 import axios from 'axios'
 import Button from 'primevue/button'
 import Dialog from 'primevue/dialog'
+import FloatLabel from 'primevue/floatlabel'
 import InputText from 'primevue/inputtext'
 
 import useScopedId from '@/composables/scoped-id'
@@ -27,7 +28,7 @@ import config from '@/config'
 import {ref} from 'vue'
 
 export default {
-  components: {Button, Dialog, InputText},
+  components: {Button, Dialog, FloatLabel, InputText},
 
   props: {
     title: {
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 7ff20451..3a8c5fd3 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -44,7 +44,7 @@
       </div>
       <div v-if="variants?.length">
         <div class="mavedb-score-set-variant-search">
-          <span class="p-float-label">
+          <FloatLabel variant="on">
             <AutoComplete
               :id="scopedId('variant-search')"
               v-model="selectedVariant"
@@ -66,7 +66,7 @@
               :style="{visibility: variantToVisualize ? 'visible' : 'hidden'}"
               @click="selectedVariant = null"
             />
-          </span>
+          </FloatLabel>
           <span v-if="config.CLINICAL_FEATURES_ENABLED" class="mavedb-clinical-mode-control-container">
             <span :class="clinicalMode ? 'mavedb-clinical-mode-option-off' : 'mavedb-clinical-mode-option-on'"
               >Raw data</span
@@ -420,6 +420,7 @@ import AutoComplete from 'primevue/autocomplete'
 import Button from 'primevue/button'
 import Checkbox from 'primevue/checkbox'
 import Dialog from 'primevue/dialog'
+import FloatLabel from 'primevue/floatlabel'
 import ToggleSwitch from 'primevue/toggleswitch'
 import ProgressSpinner from 'primevue/progressspinner'
 import ProgressBar from 'primevue/progressbar'
@@ -474,6 +475,7 @@ export default {
     CollectionBadge,
     DefaultLayout,
     Dialog,
+    FloatLabel,
     ToggleSwitch,
     ItemNotFound,
     PageLoading,
@@ -1249,11 +1251,6 @@ export default {
   column-gap: 0.5em;
 }
 
-.p-float-label {
-  display: flex;
-  width: 100%;
-}
-
 /* Histogram */
 
 .mavedb-score-set-histogram-pane {
diff --git a/src/components/screens/SettingsScreen.vue b/src/components/screens/SettingsScreen.vue
index 579b2542..62dd9c08 100644
--- a/src/components/screens/SettingsScreen.vue
+++ b/src/components/screens/SettingsScreen.vue
@@ -5,7 +5,7 @@
       <template #title> Profile </template>
       <template #content>
         <div class="field">
-          <span class="p-float-label">
+          <FloatLabel variant="on">
             <InputText
               :id="scopedId('input-email')"
               v-model="email"
@@ -14,7 +14,7 @@
               type="text"
             />
             <label :for="scopedId('input-email')">Email</label>
-          </span>
+          </FloatLabel>
         </div>
         <div>
           <span v-if="emailValidationError" class="mave-field-error">{{ emailValidationError }}</span>
@@ -134,6 +134,7 @@ import axios from 'axios'
 import Button from 'primevue/button'
 import Card from 'primevue/card'
 import Checkbox from 'primevue/checkbox'
+import FloatLabel from 'primevue/floatlabel'
 import InputText from 'primevue/inputtext'
 import {useHead} from '@unhead/vue'
 
@@ -148,7 +149,7 @@ import config from '@/config'
 export default {
   name: 'SettingsScreen',
 
-  components: {Button, Card, DefaultLayout, InputText, Checkbox},
+  components: {Button, Card, DefaultLayout, FloatLabel,InputText, Checkbox},
 
   setup: () => {
     useHead({title: 'Settings'})

From 8b719605ea032d0beb1335f0d9b4409b5c9be8b4 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 2 Jan 2026 08:41:35 -0800
Subject: [PATCH 094/157] Remove unused styles

---
 src/assets/app.css    |  105 -
 src/assets/layout.css |   27 +
 src/assets/theme.css  | 6077 -----------------------------------------
 3 files changed, 27 insertions(+), 6182 deletions(-)
 delete mode 100644 src/assets/theme.css

diff --git a/src/assets/app.css b/src/assets/app.css
index 7f025011..36e3b1c7 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -52,84 +52,6 @@ body .p-button {
   text-align: center;
 }
 
-
-/* Float label styles to match PrimeVue 3 theme */
-
-.p-float-label {
-  position: relative;
-  display: block;
-}
-/* Base label positioning - add missing properties to existing rule */
-.p-float-label > label {
-  position: absolute;
-  left: 0.75rem;
-  top: 1.5rem;
-  transform: translateY(-50%);
-  color: rgba(0, 0, 0, 0.6);
-  transition-duration: 0.2s;
-  transition-property: top, transform, font-size, color, background-color;
-  pointer-events: none;
-  font-size: 1rem;
-  line-height: 1;
-  z-index: 1;
-}
-
-/* Enhanced focused/filled label positioning */
-.p-float-label input:focus ~ label,
-.p-float-label input.p-filled ~ label,
-.p-float-label textarea:focus ~ label,
-.p-float-label textarea.p-filled ~ label,
-.p-float-label .p-inputwrapper-focus ~ label,
-.p-float-label .p-inputwrapper-filled ~ label {
-  top: -0.5rem !important;
-  transform: none;
-  font-size: 0.75rem;
-  background-color: #ffffff;
-  padding: 2px 4px;
-  margin-left: -4px;
-  margin-top: 0;
-}
-
-/* Hide placeholder text in float label components since label acts as placeholder */
-.p-float-label input::placeholder,
-.p-float-label textarea::placeholder,
-.p-float-label .p-chips-multiple-container input::placeholder {
-  color: transparent !important;
-}
-
-/* Show placeholder text when label is floated (focused or filled) */
-.p-float-label input:focus::placeholder,
-.p-float-label input.p-filled::placeholder,
-.p-float-label textarea:focus::placeholder,
-.p-float-label textarea.p-filled::placeholder,
-.p-float-label .p-inputwrapper-focus input::placeholder,
-.p-float-label .p-inputwrapper-filled input::placeholder,
-.p-float-label .p-chips-multiple-container input:focus::placeholder,
-.p-float-label .p-multiselect:focus-within .p-multiselect-label {
-  color: rgba(0, 0, 0, 0.6) !important;
-}
-
-/* Style Chips components to match PrimeVue 3 appearance */
-.p-inputchips-chip-item {
-  background: #e9ecef !important;
-  color: #495057 !important;
-  border-radius: 1rem !important;
-  padding: 0.25rem 0.5rem !important;
-  margin-right: 0.5rem !important;
-  margin-bottom: 0.5rem !important;
-  margin-bottom: auto !important;
-  display: inline-flex !important;
-  align-items: center !important;
-}
-.p-inputchips-chip-item .pi-times,
-.p-inputchips-chip-item .pi-times-circle {
-  margin-left: 0.5rem !important;
-  cursor: pointer !important;
-  display: flex !important;
-  align-items: center !important;
-  justify-content: center !important;
-}
-
 /* Prevent autocomplete overlay from taking full page width */
 .p-autocomplete-overlay {
   max-width: 75% !important;
@@ -151,30 +73,3 @@ body .p-button {
 .p-listbox-header {
   padding: 0 !important;
 }
-
-.mavedb-help-tooltip-button {
-  margin-left: 0.6rem;
-  vertical-align: middle;
-  margin-top: 0;
-  margin-bottom: 0;
-  display: inline-flex;
-  align-items: center;
-  background: none;
-  width: 1.2em !important;
-  height: 1.2em !important;
-  border-color: var(--p-button-outlined-help-color) !important;
-}
-
-.mavedb-help-tooltip-button:focus,
-.mavedb-help-tooltip-button:active,
-.mavedb-help-tooltip-button.p-focus {
-  background: none;
-}
-
-.mavedb-help-tooltip-button > .p-button-icon {
-  font-size: 0.5rem !important;
-}
-
-.mavedb-toolbar .p-menubar-submenu {
-  z-index: 1100 !important;
-}
diff --git a/src/assets/layout.css b/src/assets/layout.css
index 45100914..b3fec019 100644
--- a/src/assets/layout.css
+++ b/src/assets/layout.css
@@ -55,3 +55,30 @@
 .mavedb-screen-title-controls .p-button:last-child {
   margin-right: 0;
 }
+
+.mavedb-help-tooltip-button {
+  margin-left: 0.6rem;
+  vertical-align: middle;
+  margin-top: 0;
+  margin-bottom: 0;
+  display: inline-flex;
+  align-items: center;
+  background: none;
+  width: 1.2em !important;
+  height: 1.2em !important;
+  border-color: var(--p-button-outlined-help-color) !important;
+}
+
+.mavedb-help-tooltip-button:focus,
+.mavedb-help-tooltip-button:active,
+.mavedb-help-tooltip-button.p-focus {
+  background: none;
+}
+
+.mavedb-help-tooltip-button > .p-button-icon {
+  font-size: 0.5rem !important;
+}
+
+.mavedb-toolbar .p-menubar-submenu {
+  z-index: 1100 !important;
+}
diff --git a/src/assets/theme.css b/src/assets/theme.css
deleted file mode 100644
index 0bb253ec..00000000
--- a/src/assets/theme.css
+++ /dev/null
@@ -1,6077 +0,0 @@
-@charset "UTF-8";
-:root {
-  --surface-a:#ffffff;
-  --surface-b:#fafafa;
-  --surface-c:rgba(0,0,0,.04);
-  --surface-d:rgba(0,0,0,.12);
-  --surface-e:#ffffff;
-  --surface-f:#ffffff;
-  --text-color:rgba(0, 0, 0, 0.87);
-  --text-color-secondary:textSecondaryColor;
-  --primary-color:#3F51B5;
-  --primary-color-text:#ffffff;
-  --font-family:Roboto, Helvetica Neue Light, Helvetica Neue, Helvetica, Arial, Lucida Grande, sans-serif;
-  --surface-0: #ffffff;
-  --surface-50: #FAFAFA;
-  --surface-100: #F5F5F5;
-  --surface-200: #EEEEEE;
-  --surface-300: #E0E0E0;
-  --surface-400: #BDBDBD;
-  --surface-500: #9E9E9E;
-  --surface-600: #757575;
-  --surface-700: #616161;
-  --surface-800: #424242;
-  --surface-900: #212121;
-  --content-padding:1rem;
-  --inline-spacing:0.5rem;
-}
-
-/* roboto-regular - latin-ext_latin */
-@font-face {
-  font-family: "Roboto";
-  font-style: normal;
-  font-weight: 400;
-  src: local("Roboto"), local("Roboto-Regular"), url("./fonts/roboto-v20-latin-ext_latin-regular.woff2") format("woff2"), url("./fonts/roboto-v20-latin-ext_latin-regular.woff") format("woff");
-  /* Chrome 6+, Firefox 3.6+, IE 9+, Safari 5.1+ */
-}
-/* roboto-500 - latin-ext_latin */
-@font-face {
-  font-family: "Roboto";
-  font-style: normal;
-  font-weight: 500;
-  src: local("Roboto Medium"), local("Roboto-Medium"), url("./fonts/roboto-v20-latin-ext_latin-500.woff2") format("woff2"), url("./fonts/roboto-v20-latin-ext_latin-500.woff") format("woff");
-  /* Chrome 6+, Firefox 3.6+, IE 9+, Safari 5.1+ */
-}
-/* roboto-700 - latin-ext_latin */
-@font-face {
-  font-family: "Roboto";
-  font-style: normal;
-  font-weight: 700;
-  src: local("Roboto Bold"), local("Roboto-Bold"), url("./fonts/roboto-v20-latin-ext_latin-700.woff2") format("woff2"), url("./fonts/roboto-v20-latin-ext_latin-700.woff") format("woff");
-  /* Chrome 6+, Firefox 3.6+, IE 9+, Safari 5.1+ */
-}
-* {
-  box-sizing: border-box;
-}
-
-.p-component {
-  font-family: Roboto, Helvetica Neue Light, Helvetica Neue, Helvetica, Arial, Lucida Grande, sans-serif;
-  font-size: 1rem;
-  font-weight: normal;
-}
-
-.p-component-overlay {
-  background-color: rgba(0, 0, 0, 0.32);
-  transition-duration: 0.2s;
-}
-
-.p-disabled, .p-component:disabled {
-  opacity: 0.38;
-}
-
-.p-error {
-  color: #B00020;
-}
-
-.p-text-secondary {
-  color: rgba(0, 0, 0, 0.6);
-}
-
-.pi {
-  font-size: 1rem;
-}
-
-.p-link {
-  font-size: 1rem;
-  font-family: Roboto, Helvetica Neue Light, Helvetica Neue, Helvetica, Arial, Lucida Grande, sans-serif;
-  border-radius: 4px;
-}
-.p-link:focus {
-  outline: 0 none;
-  outline-offset: 0;
-  box-shadow: none;
-}
-
-:root {
-  --blue-50:#f4fafe;
-  --blue-100:#cae6fc;
-  --blue-200:#a0d2fa;
-  --blue-300:#75bef8;
-  --blue-400:#4baaf5;
-  --blue-500:#2196f3;
-  --blue-600:#1c80cf;
-  --blue-700:#1769aa;
-  --blue-800:#125386;
-  --blue-900:#0d3c61;
-  --green-50:#f7faf5;
-  --green-100:#dbe8cf;
-  --green-200:#bed6a9;
-  --green-300:#a1c384;
-  --green-400:#85b15e;
-  --green-500:#689f38;
-  --green-600:#588730;
-  --green-700:#496f27;
-  --green-800:#39571f;
-  --green-900:#2a4016;
-  --yellow-50:#fffcf5;
-  --yellow-100:#fef0cd;
-  --yellow-200:#fde4a5;
-  --yellow-300:#fdd87d;
-  --yellow-400:#fccc55;
-  --yellow-500:#fbc02d;
-  --yellow-600:#d5a326;
-  --yellow-700:#b08620;
-  --yellow-800:#8a6a19;
-  --yellow-900:#644d12;
-  --cyan-50:#f2fcfd;
-  --cyan-100:#c2eff5;
-  --cyan-200:#91e2ed;
-  --cyan-300:#61d5e4;
-  --cyan-400:#30c9dc;
-  --cyan-500:#00bcd4;
-  --cyan-600:#00a0b4;
-  --cyan-700:#008494;
-  --cyan-800:#006775;
-  --cyan-900:#004b55;
-  --pink-50:#fef4f7;
-  --pink-100:#fac9da;
-  --pink-200:#f69ebc;
-  --pink-300:#f1749e;
-  --pink-400:#ed4981;
-  --pink-500:#e91e63;
-  --pink-600:#c61a54;
-  --pink-700:#a31545;
-  --pink-800:#801136;
-  --pink-900:#5d0c28;
-  --indigo-50:#f6f7fc;
-  --indigo-100:#d5d9ef;
-  --indigo-200:#b3bae2;
-  --indigo-300:#919cd5;
-  --indigo-400:#707dc8;
-  --indigo-500:#4e5fbb;
-  --indigo-600:#42519f;
-  --indigo-700:#374383;
-  --indigo-800:#2b3467;
-  --indigo-900:#1f264b;
-  --teal-50:#f2faf9;
-  --teal-100:#c2e6e2;
-  --teal-200:#91d2cc;
-  --teal-300:#61beb5;
-  --teal-400:#30aa9f;
-  --teal-500:#009688;
-  --teal-600:#008074;
-  --teal-700:#00695f;
-  --teal-800:#00534b;
-  --teal-900:#003c36;
-  --orange-50:#fffaf2;
-  --orange-100:#ffe6c2;
-  --orange-200:#ffd391;
-  --orange-300:#ffbf61;
-  --orange-400:#ffac30;
-  --orange-500:#ff9800;
-  --orange-600:#d98100;
-  --orange-700:#b36a00;
-  --orange-800:#8c5400;
-  --orange-900:#663d00;
-  --bluegray-50:#f7f9f9;
-  --bluegray-100:#d9e0e3;
-  --bluegray-200:#bbc7cd;
-  --bluegray-300:#9caeb7;
-  --bluegray-400:#7e96a1;
-  --bluegray-500:#607d8b;
-  --bluegray-600:#526a76;
-  --bluegray-700:#435861;
-  --bluegray-800:#35454c;
-  --bluegray-900:#263238;
-  --purple-50:#faf4fb;
-  --purple-100:#e7cbec;
-  --purple-200:#d4a2dd;
-  --purple-300:#c279ce;
-  --purple-400:#af50bf;
-  --purple-500:#9c27b0;
-  --purple-600:#852196;
-  --purple-700:#6d1b7b;
-  --purple-800:#561561;
-  --purple-900:#3e1046;
-  --red-50:#fef2f2;
-  --red-100:#fee2e2;
-  --red-200:#fecaca;
-  --red-300:#fca5a5;
-  --red-400:#f87171;
-  --red-500:#ef4444;
-  --red-600:#dc2626;
-  --red-700:#b91c1c;
-  --red-800:#991b1b;
-  --red-900:#7f1d1d;
-}
-
-.p-autocomplete .p-autocomplete-loader {
-  right: 0.75rem;
-}
-.p-autocomplete.p-autocomplete-dd .p-autocomplete-loader {
-  right: 3rem;
-}
-.p-autocomplete .p-autocomplete-multiple-container {
-  padding: 0.375rem 0.75rem;
-}
-.p-autocomplete .p-autocomplete-multiple-container:not(.p-disabled):hover {
-  border-color: rgba(0, 0, 0, 0.87);
-}
-.p-autocomplete .p-autocomplete-multiple-container:not(.p-disabled).p-focus {
-  outline: 0 none;
-  outline-offset: 0;
-  box-shadow: none;
-  border-color: #3F51B5;
-}
-.p-autocomplete .p-autocomplete-multiple-container .p-autocomplete-input-token {
-  padding: 0.375rem 0;
-}
-.p-autocomplete .p-autocomplete-multiple-container .p-autocomplete-input-token input {
-  font-family: Roboto, Helvetica Neue Light, Helvetica Neue, Helvetica, Arial, Lucida Grande, sans-serif;
-  font-size: 1rem;
-  color: rgba(0, 0, 0, 0.87);
-  padding: 0;
-  margin: 0;
-}
-.p-autocomplete .p-autocomplete-multiple-container .p-autocomplete-token {
-  padding: 0.375rem 0.75rem;
-  margin-right: 0.5rem;
-  background: rgba(0, 0, 0, 0.12);
-  color: rgba(0, 0, 0, 0.87);
-  border-radius: 16px;
-}
-.p-autocomplete .p-autocomplete-multiple-container .p-autocomplete-token .p-autocomplete-token-icon {
-  margin-left: 0.5rem;
-}
-.p-autocomplete.p-invalid.p-component > .p-inputtext {
-  border-color: #B00020;
-}
-
-.p-autocomplete-panel {
-  background: #ffffff;
-  color: rgba(0, 0, 0, 0.87);
-  border: 0 none;
-  border-radius: 4px;
-  box-shadow: 0 5px 5px -3px rgba(0, 0, 0, 0.2), 0 8px 10px 1px rgba(0, 0, 0, 0.14), 0 3px 14px 2px rgba(0, 0, 0, 0.12);
-}
-.p-autocomplete-panel .p-autocomplete-items {
-  padding: 0;
-}
-.p-autocomplete-panel .p-autocomplete-items .p-autocomplete-item {
-  margin: 0;
-  padding: 0.75rem 0.75rem;
-  border: 0 none;
-  color: rgba(0, 0, 0, 0.87);
-  background: transparent;
-  transition: none;
-  border-radius: 0;
-}
-.p-autocomplete-panel .p-autocomplete-items .p-autocomplete-item:hover {
-  color: rgba(0, 0, 0, 0.87);
-  background: rgba(0, 0, 0, 0.04);
-}
-.p-autocomplete-panel .p-autocomplete-items .p-autocomplete-item.p-highlight {
-  color: #3F51B5;
-  background: rgba(63, 81, 181, 0.12);
-}
-.p-autocomplete-panel .p-autocomplete-items .p-autocomplete-item-group {
-  margin: 0;
-  padding: 0.75rem;
-  color: rgba(0, 0, 0, 0.6);
-  background: #ffffff;
-  font-weight: 400;
-}
-
-.p-calendar.p-invalid.p-component > .p-inputtext {
-  border-color: #B00020;
-}
-
-.p-datepicker {
-  padding: 0.5rem;
-  background: #ffffff;
-  color: rgba(0, 0, 0, 0.87);
-  border: 1px solid #e5e5e5;
-  border-radius: 4px;
-}
-.p-datepicker:not(.p-datepicker-inline) {
-  background: #ffffff;
-  border: 0 none;
-  box-shadow: 0 5px 5px -3px rgba(0, 0, 0, 0.2), 0 8px 10px 1px rgba(0, 0, 0, 0.14), 0 3px 14px 2px rgba(0, 0, 0, 0.12);
-}
-.p-datepicker:not(.p-datepicker-inline) .p-datepicker-header {
-  background: #ffffff;
-}
-.p-datepicker .p-datepicker-header {
-  padding: 0.5rem;
-  color: rgba(0, 0, 0, 0.87);
-  background: #ffffff;
-  font-weight: 500;
-  margin: 0;
-  border-bottom: 1px solid rgba(0, 0, 0, 0.12);
-  border-top-right-radius: 4px;
-  border-top-left-radius: 4px;
-}
-.p-datepicker .p-datepicker-header .p-datepicker-prev,
-.p-datepicker .p-datepicker-header .p-datepicker-next {
-  width: 2rem;
-  height: 2rem;
-  color: rgba(0, 0, 0, 0.6);
-  border: 0 none;
-  background: transparent;
-  border-radius: 50%;
-  transition: background-color 0.2s, color 0.2s, box-shadow 0.2s;
-}
-.p-datepicker .p-datepicker-header .p-datepicker-prev:enabled:hover,
-.p-datepicker .p-datepicker-header .p-datepicker-next:enabled:hover {
-  color: rgba(0, 0, 0, 0.6);
-  border-color: transparent;
-  background: rgba(0, 0, 0, 0.04);
-}
-.p-datepicker .p-datepicker-header .p-datepicker-prev:focus,
-.p-datepicker .p-datepicker-header .p-datepicker-next:focus {
-  outline: 0 none;
-  outline-offset: 0;
-  box-shadow: none;
-}
-.p-datepicker .p-datepicker-header .p-datepicker-title {
-  line-height: 2rem;
-}
-.p-datepicker .p-datepicker-header .p-datepicker-title select {
-  transition: background-color 0.2s, border-color 0.2s, color 0.2s, box-shadow 0.2s, background-size 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
-}
-.p-datepicker .p-datepicker-header .p-datepicker-title select:focus {
-  outline: 0 none;
-  outline-offset: 0;
-  box-shadow: none;
-  border-color: #3F51B5;
-}
-.p-datepicker .p-datepicker-header .p-datepicker-title .p-datepicker-month {
-  margin-right: 0.5rem;
-}
-.p-datepicker table {
-  font-size: 1rem;
-  margin: 0.5rem 0;
-}
-.p-datepicker table th {
-  padding: 0.5rem;
-}
-.p-datepicker table th > span {
-  width: 2.25rem;
-  height: 2.25rem;
-}
-.p-datepicker table td {
-  padding: 0.5rem;
-}
-.p-datepicker table td > span {
-  width: 2.25rem;
-  height: 2.25rem;
-  border-radius: 50%;
-  transition: none;
-  border: 1px solid transparent;
-}
-.p-datepicker table td > span.p-highlight {
-  color: #3F51B5;
-  background: rgba(63, 81, 181, 0.12);
-}
-.p-datepicker table td > span:focus {
-  outline: 0 none;
-  outline-offset: 0;
-  box-shadow: none;
-}
-.p-datepicker table td.p-datepicker-today > span {
-  background: #ffffff;
-  color: rgba(0, 0, 0, 0.87);
-  border-color: black;
-}
-.p-datepicker table td.p-datepicker-today > span.p-highlight {
-  color: #3F51B5;
-  background: rgba(63, 81, 181, 0.12);
-}
-.p-datepicker .p-datepicker-buttonbar {
-  padding: 0.75rem 0;
-  border-top: 1px solid rgba(0, 0, 0, 0.12);
-}
-.p-datepicker .p-datepicker-buttonbar .p-button {
-  width: auto;
-}
-.p-datepicker .p-timepicker {
-  border-top: 1px solid rgba(0, 0, 0, 0.12);
-  padding: 0.5rem;
-}
-.p-datepicker .p-timepicker button {
-  width: 2rem;
-  height: 2rem;
-  color: rgba(0, 0, 0, 0.6);
-  border: 0 none;
-  background: transparent;
-  border-radius: 50%;
-  transition: background-color 0.2s, color 0.2s, box-shadow 0.2s;
-}
-.p-datepicker .p-timepicker button:enabled:hover {
-  color: rgba(0, 0, 0, 0.6);
-  border-color: transparent;
-  background: rgba(0, 0, 0, 0.04);
-}
-.p-datepicker .p-timepicker button:focus {
-  outline: 0 none;
-  outline-offset: 0;
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-
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-  background-size: 0 2px, 100% 1px;
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-.p-input-filled .p-multiselect .p-inputtext {
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-  background: transparent;
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-.p-input-filled .p-multiselect:not(.p-disabled):hover {
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-  background-image: linear-gradient(to bottom, #3F51B5, #3F51B5), linear-gradient(to bottom, rgba(0, 0, 0, 0.87), rgba(0, 0, 0, 0.87));
-}
-.p-input-filled .p-multiselect:not(.p-disabled).p-focus, .p-input-filled .p-multiselect:not(.p-disabled).p-inputwrapper-focus {
-  box-shadow: none;
-  background-color: #dcdcdc;
-  border-color: transparent;
-  background-size: 100% 2px, 100% 1px;
-}
-.p-input-filled .p-multiselect .p-inputtext:enabled:hover, .p-input-filled .p-multiselect .p-inputtext:enabled:focus {
-  background-image: none;
-  background: transparent;
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-.p-input-filled .p-multiselect .p-multiselect-label:hover {
-  background-image: none;
-  background: transparent;
-}
-
-.p-float-label .p-multiselect-label .p-multiselect-token {
-  padding: 0.25rem 1rem;
-  margin-top: 0.25rem;
-  margin-bottom: 0.25rem;
-}
-
-.p-input-filled .p-float-label .p-multiselect .p-multiselect-label {
-  padding-top: 1.25rem;
-  padding-bottom: 0.25rem;
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-.p-input-filled .p-float-label .p-inputwrapper-filled.p-multiselect .p-multiselect-label {
-  padding-top: 1.25rem;
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-}
-.p-input-filled .p-float-label .p-inputwrapper-filled.p-multiselect.p-multiselect-chip .p-multiselect-token {
-  padding-top: 0;
-  padding-bottom: 0;
-  margin-top: 0;
-  margin-bottom: 0;
-}
-.p-input-filled .p-float-label .p-inputwrapper-filled.p-multiselect.p-multiselect-chip .p-multiselect-token .p-multiselect-token-icon {
-  font-size: 75%;
-}
-.p-input-filled .p-multiselect.p-invalid {
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-  background-image: linear-gradient(to bottom, #B00020, #B00020), linear-gradient(to bottom, #B00020, #B00020);
-}
-.p-input-filled .p-multiselect.p-invalid:not(.p-disabled):hover {
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-.p-input-filled .p-multiselect.p-invalid:not(.p-disabled).p-focus, .p-input-filled .p-multiselect.p-invalid:not(.p-disabled).p-inputwrapper-focus {
-  box-shadow: none;
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-
-.p-multiselect.p-invalid:not(.p-disabled).p-focus {
-  box-shadow: inset 0 0 0 1px #B00020, inset 0 0 0 1px #B00020, inset 0 0 0 1px #B00020, inset 0 0 0 1px #B00020;
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-
-.p-overlaypanel .p-overlaypanel-content {
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-
-.p-paginator {
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-
-.p-input-filled .p-password.p-invalid > .p-inputtext {
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-}
-.p-input-filled .p-password.p-invalid > .p-inputtext:enabled:hover {
-  border-color: transparent;
-  background-image: linear-gradient(to bottom, #B00020, #B00020), linear-gradient(to bottom, #B00020, #B00020);
-}
-.p-input-filled .p-password.p-invalid > .p-inputtext:enabled:focus {
-  box-shadow: none;
-  border-color: transparent;
-}
-
-.p-password.p-invalid > .p-inputtext:enabled:focus {
-  box-shadow: inset 0 0 0 1px #B00020, inset 0 0 0 1px #B00020, inset 0 0 0 1px #B00020, inset 0 0 0 1px #B00020;
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-
-.p-panel {
-  border-radius: 4px;
-  box-shadow: 0 2px 1px -1px rgba(0, 0, 0, 0.2), 0 1px 1px 0 rgba(0, 0, 0, 0.14), 0 1px 3px 0 rgba(0, 0, 0, 0.12);
-}
-.p-panel .p-panel-header,
-.p-panel .p-panel-content,
-.p-panel .p-panel-footer {
-  border: 0 none;
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-.p-panel .p-panel-content {
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-.p-panel .p-panel-title {
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-
-.p-panelmenu .p-panelmenu-panel {
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-  margin-bottom: 0;
-  border-radius: 0;
-  position: relative;
-  transition: margin-bottom 225ms;
-}
-.p-panelmenu .p-panelmenu-panel:first-child {
-  border-top-left-radius: 4px;
-  border-top-right-radius: 4px;
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-.p-panelmenu .p-panelmenu-panel:last-child {
-  border-bottom-left-radius: 4px;
-  border-bottom-right-radius: 4px;
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-.p-panelmenu .p-panelmenu-panel .p-panelmenu-header .p-panelmenu-icon {
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-.p-panelmenu .p-panelmenu-panel .p-panelmenu-header.p-disabled {
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-.p-panelmenu .p-panelmenu-panel .p-panelmenu-header.p-disabled .p-panelmenu-header-link > * {
-  opacity: 0.38;
-}
-.p-panelmenu .p-panelmenu-panel .p-panelmenu-header:not(.p-highlight) .p-panelmenu-header-link:focus {
-  background: #f6f6f6;
-}
-
-.p-progressbar {
-  border-radius: 0;
-}
-.p-progressbar .p-progressbar-label {
-  display: none;
-}
-
-.p-radiobutton {
-  border-radius: 50%;
-  transition: box-shadow 0.2s;
-}
-.p-radiobutton .p-radiobutton-box:not(.p-disabled):not(.p-highlight):hover {
-  border: 2px solid #757575;
-}
-.p-radiobutton .p-radiobutton-box:not(.p-disabled).p-focus {
-  border: 2px solid #757575;
-}
-.p-radiobutton .p-radiobutton-box.p-highlight:not(.p-disabled).p-focus {
-  border-color: #3F51B5;
-}
-.p-radiobutton:not(.p-radiobutton-disabled):hover {
-  box-shadow: 0 0 1px 10px rgba(0, 0, 0, 0.04);
-}
-.p-radiobutton:not(.p-radiobutton-disabled).p-radiobutton-focused {
-  box-shadow: 0 0 1px 10px rgba(0, 0, 0, 0.12);
-}
-.p-radiobutton.p-radiobutton-checked:not(.p-radiobutton-disabled):hover {
-  box-shadow: 0 0 1px 10px rgba(63, 81, 181, 0.04);
-}
-.p-radiobutton.p-radiobutton-checked:not(.p-radiobutton-disabled).p-radiobutton-focused {
-  box-shadow: 0 0 1px 10px rgba(63, 81, 181, 0.12);
-}
-
-.p-input-filled .p-radiobutton .p-radiobutton-box {
-  background-color: #ffffff;
-}
-.p-input-filled .p-radiobutton .p-radiobutton-box:not(.p-disabled):hover {
-  background-color: #ffffff;
-}
-
-.p-selectbutton .p-button:focus {
-  background: #e0e0e1;
-  border-color: #e0e0e1;
-}
-.p-selectbutton .p-button:focus.p-highlight {
-  background: #d9d8d9;
-  border-color: #d9d8d9;
-}
-
-.p-slider .p-slider-handle {
-  transition: transform 0.2s, box-shadow 0.2s;
-  transform: scale(0.7);
-}
-.p-slider .p-slider-handle:focus {
-  box-shadow: 0 0 1px 10px rgba(255, 64, 129, 0.2);
-}
-.p-slider.p-slider-sliding .p-slider-handle {
-  transform: scale(1);
-}
-
-.p-steps {
-  padding: 1rem 0;
-}
-.p-steps .p-steps-item {
-  justify-content: flex-start;
-  flex-direction: row-reverse;
-  align-items: center;
-}
-.p-steps .p-steps-item:before {
-  position: static;
-  left: auto;
-  top: auto;
-  margin-top: 0;
-}
-.p-steps .p-steps-item:last-child {
-  flex-grow: 0;
-}
-.p-steps .p-steps-item:last-child:before {
-  display: none;
-}
-.p-steps .p-steps-item .p-menuitem-link {
-  flex-direction: row;
-  flex: 1 1 auto;
-  overflow: visible;
-  padding: 0 0.5rem;
-}
-.p-steps .p-steps-item .p-menuitem-link .p-steps-number {
-  background-color: #9e9d9e;
-  color: #ffffff;
-  font-size: 0.857rem;
-  min-width: 1.714rem;
-  height: 1.714rem;
-  line-height: 1.714rem;
-}
-.p-steps .p-steps-item .p-menuitem-link .p-steps-title {
-  margin: 0;
-  padding-left: 0.5rem;
-}
-.p-steps .p-steps-item.p-highlight .p-steps-number {
-  background-color: #3F51B5;
-  color: #ffffff;
-}
-.p-steps .p-steps-item.p-highlight .p-steps-title {
-  font-weight: 600;
-  color: rgba(0, 0, 0, 0.87);
-}
-.p-steps .p-steps-item.p-disabled {
-  opacity: 1;
-}
-
-.p-tabview .p-tabview-nav {
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-}
-.p-tabview .p-tabview-nav li .p-tabview-nav-link {
-  transition: background-color 0.2s;
-  border-radius: 0;
-}
-.p-tabview .p-tabview-nav li .p-tabview-nav-link > .p-ink {
-  background-color: rgba(63, 81, 181, 0.16);
-}
-.p-tabview .p-tabview-nav li .p-tabview-nav-link:focus {
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-}
-.p-tabview .p-tabview-nav .p-tabview-ink-bar {
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-  display: block;
-  position: absolute;
-  bottom: 0;
-  height: 2px;
-  background-color: #3F51B5;
-  transition: 500ms cubic-bezier(0.35, 0, 0.25, 1);
-}
-
-.p-toolbar {
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-
-.p-tooltip .p-tooltip-text {
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-  font-size: 0.875rem;
-}
-.p-tooltip .p-tooltip-arrow {
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-
-.p-treetable .p-sortable-column {
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-.p-treetable .p-sortable-column:focus {
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-}
-.p-treetable .p-treetable-tbody > tr:not(.p-highlight):focus {
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-
-.p-tabmenu .p-tabmenu-nav {
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-.p-tabmenu .p-tabmenu-nav .p-tabmenu-ink-bar {
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-  position: absolute;
-  bottom: 0;
-  height: 2px;
-  background-color: #3F51B5;
-  transition: 500ms cubic-bezier(0.35, 0, 0.25, 1);
-}
-
-.p-togglebutton.p-button:focus {
-  background: #e0e0e1;
-  border-color: #e0e0e1;
-}
-.p-togglebutton.p-button:focus.p-highlight {
-  background: #d9d8d9;
-  border-color: #d9d8d9;
-}
-
-/* Customizations to the designer theme should be defined here */

From 02bf9501576eda1f92d25a6afc807664cb86b847 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 2 Jan 2026 15:12:47 -0800
Subject: [PATCH 095/157] Updates to ScoreSetCreator to restore disabled Steps
 feature and improve handling of validation errors

---
 src/components/screens/ScoreSetCreator.vue | 185 ++++++++++++---------
 1 file changed, 107 insertions(+), 78 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 151c3026..9ede7884 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -16,11 +16,11 @@
         <Stepper v-model:value="activeWizardStep">
           <StepList>
             <Step :value="1">Parent experiment and context</Step>
-            <Step :value="2">Score set information</Step>
-            <Step :value="3">Targets</Step>
-            <Step v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 4">Target {{ targetIdx + 1 }}</Step>
-            <Step :value="numTargets + 4">Score Calibration</Step>
-            <Step :value="numTargets + 5">Variant Scores</Step>
+            <Step :disabled="maxWizardStepValidated < 1" :value="2">Score set information</Step>
+            <Step :disabled="maxWizardStepValidated < 2" :value="3">Targets</Step>
+            <Step v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :disabled="maxWizardStepValidated < targetIdx + 3" :value="targetIdx + 4">Target {{ targetIdx + 1 }}</Step>
+            <Step :disabled="maxWizardStepValidated < numTargets + 3" :value="numTargets + 4">Score Calibration</Step>
+            <Step :disabled="maxWizardStepValidated < numTargets + 4" :value="numTargets + 5">Variant Scores</Step>
           </StepList>
           <StepPanels>
             <StepPanel v-slot="{ activateCallback }" :value="1">
@@ -219,7 +219,7 @@
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div v-if="experiment" class="mavedb-wizard-row">
                   <div class="mavedb-wizard-content-pane">
-                    <Message closable severity="info">
+                    <Message class="mb-1" closable severity="info">
                       Some fields were autopopulated based on the selected experiment and should be inspected to ensure
                       they are still relevant to this score set.
                     </Message>
@@ -859,47 +859,49 @@
                             <AutoComplete
                               :id="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
                               v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].identifier"
+                              class="w-full"
                               field="identifier"
                               :force-selection="false"
                               option-label="identifier"
-                              style="width: 100%"
                               :suggestions="targetGeneIdentifierSuggestionsList[dbName]"
+                              @change="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
                               @complete="searchTargetGeneIdentifiers(dbName, $event)"
-                              @update:model-value="externalTargetIdentifierChanged(dbName, targetIdx, $event)"
                             />
                             <label :for="scopedId(`input-${dbName.toLowerCase()}Identifier`)"
                               >{{ dbName }} identifier</label
                             >
                           </FloatLabel>
+                          <span
+                            v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.externalIdentifiers.${dbName}.identifier.identifier`]"
+                            class="mave-field-error"
+                            >{{
+                              validationErrors[`targetGenes.${targetIdx}.targetGene.externalIdentifiers.${dbName}.identifier.identifier`]
+                            }}</span
+                          >
+                        </div>
+                        <div class="field-column">
+                          <FloatLabel variant="on">
+                            <InputNumber
+                              :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
+                              v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].offset"
+                              button-layout="stacked"
+                              :min="0"
+                              show-buttons
+                              suffix=" bp"
+                            />
+                            <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
+                          </FloatLabel>
+                          <span
+                            v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.externalIdentifiers.${dbName}.offset`]"
+                            class="mave-field-error"
+                            >{{ validationErrors[`targetGenes.${targetIdx}.targetGene.externalIdentifiers.${dbName}.offset`] }}</span
+                          >
                         </div>
-                        <FloatLabel variant="on">
-                          <InputNumber
-                            :id="scopedId(`input-${dbName.toLowerCase()}Offset`)"
-                            v-model="createdTargetGenes[targetIdx].targetGene.externalIdentifiers[dbName].offset"
-                            button-layout="stacked"
-                            :min="0"
-                            show-buttons
-                            suffix=" bp"
-                          />
-                          <label :for="scopedId(`input-${dbName.toLowerCase()}Offset`)">Offset</label>
-                        </FloatLabel>
                       </div>
                       <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`]"
+                        v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.externalIdentifiers.${dbName}`]"
                         class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}`] }}</span
-                      >
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]"
-                        class="mave-field-error"
-                        >{{
-                          validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.identifier`]
-                        }}</span
-                      >
-                      <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`]"
-                        class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.externalIdentifiers.${dbName}.offset`] }}</span
+                        >{{ validationErrors[`targetGenes.${targetIdx}.targetGene.externalIdentifiers.${dbName}`] }}</span
                       >
                     </div>
                   </div>
@@ -1636,7 +1638,7 @@ export default {
     investigatorIsProvidingScoreCalibrations: false,
 
     // track this separately, since it is a pain to reconstruct steps from target paths (targetGenes.**step**.rest.of.error.path)
-    minTargetGeneStepWithError: Infinity,
+    // minTargetGeneStepWithError: Infinity,
 
     /** The currently active step. */
     activeWizardStep: 1,
@@ -1644,31 +1646,57 @@ export default {
     /** The highest step that the user has entered. This can be used to prevent the user from jumping ahead. */
     maxWizardStepEntered: 1,
 
-    stepFields: [
-      ['experiment', 'supersededScoreSetUrn', 'metaAnalyzesScoreSetUrns'],
-      [
-        'title',
-        'shortDescription',
-        'methodText',
-        'abstractText',
-        'publicationIdentifiers',
-        'primaryPublicationIdentifiers',
-        'extraMetadata',
-        'dataUsagePolicy'
-      ],
-      ['targets'],
-      ['targetGene'],
-      ['scoreCalibrations'],
-      ['scoresFile', 'countsFile', 'scoreColumnsMetadataFile', 'countColumnsMetadataFile']
-    ]
+    // stepFields: [
+    //   ['experiment', 'supersededScoreSetUrn', 'metaAnalyzesScoreSetUrns'],
+    //   [
+    //     'title',
+    //     'shortDescription',
+    //     'methodText',
+    //     'abstractText',
+    //     'publicationIdentifiers',
+    //     'primaryPublicationIdentifiers',
+    //     'extraMetadata',
+    //     'dataUsagePolicy'
+    //   ],
+    //   ['targets'],
+    //   ['targetGene'],
+    //   ['scoreCalibrations'],
+    //   ['scoresFile', 'countsFile', 'scoreColumnsMetadataFile', 'countColumnsMetadataFile']
+    // ]
   }),
 
   computed: {
+    numSteps: function() {
+      return 5 + this.numTargets
+    },
+
+    stepFields: function() {
+      const fields = {
+        1: ['experiment', 'supersededScoreSetUrn', 'metaAnalyzesScoreSetUrns'],
+        2: [
+          'title',
+          'shortDescription',
+          'methodText',
+          'abstractText',
+          'publicationIdentifiers',
+          'primaryPublicationIdentifiers',
+          'extraMetadata',
+          'dataUsagePolicy'
+        ],
+        3: ['targets']
+      }
+      for (let i = 0; i < this.numTargets; i++) {
+        fields[4 + i] = [`targetGenes.${i}.targetGene`]
+      }
+      fields[4 + this.numTargets] = ['scoreCalibrations']
+      fields[5 + this.numTargets] = ['scoresFile', 'countsFile', 'scoreColumnsMetadataFile', 'countColumnsMetadataFile']
+      return fields
+    },
+
     maxWizardStepValidated: function () {
-      const numSteps = 5 + this.numTargets
-      // This yields the index of the maximum step validated, -1 if step 0 is not valid, and -2 if all steps are valid.
-      const maxStepValidated = _.findIndex(_.range(0, numSteps), (step) => !this.validateWizardStep(step)) - 1
-      return maxStepValidated == -2 ? numSteps - 1 : maxStepValidated + 1
+      // This yields the value of maximum step validated, 0 if step 1 is not valid.
+      const firstUnvalidatedStep = _.find(_.range(1, this.numSteps + 1), (step) => !this.validateWizardStep(step))
+      return firstUnvalidatedStep ? firstUnvalidatedStep - 1 : this.numSteps
     },
 
     targetGeneIdentifierSuggestionsList: function () {
@@ -1837,11 +1865,11 @@ export default {
         if (this.createdTargetGenes.length < this.numTargets) {
           for (let i = this.createdTargetGenes.length; i < this.numTargets; i++) {
             this.createdTargetGenes.push(emptyTargetGeneWizardObj())
-            this.stepFields.splice(3, 0, ['targetGene'])
+            // this.stepFields.splice(3, 0, ['targetGene'])
           }
         } else if (this.createdTargetGenes.length > this.numTargets) {
           this.createdTargetGenes = this.createdTargetGenes.slice(0, this.numTargets)
-          this.stepFields.splice(3, oldValue - newValue)
+          // this.stepFields.splice(3, oldValue - newValue)
         }
       }
     }
@@ -1933,7 +1961,7 @@ export default {
     validateWizardStep: function (step) {
       // Later, this may depend on server-side validation.
       switch (true) {
-        case step == 0: {
+        case step == 1: {
           // Step 0 is valid if
           // - The score set is a meta-analysis and at least one meta-analyzed score set has been chosen..
           // - The score set is a superseding score set, and the superseded score set has been chosen.
@@ -1944,14 +1972,14 @@ export default {
             !!((!this.isMetaAnalysis && !this.isSupersedingScoreSet && this.experiment) || this.experimentUrn)
           )
         }
-        case step == 1: {
+        case step == 2: {
           return this.title && this.shortDescription && this.abstractText && this.methodText
         }
-        case step == 2: {
+        case step == 3: {
           return this.numTargets > 0
         }
-        case step > 2 && step < 3 + this.numTargets: {
-          const currentTargetGene = this.createdTargetGenes[step - 3].targetGene
+        case step > 3 && step <= 3 + this.numTargets: {
+          const currentTargetGene = this.createdTargetGenes[step - 4].targetGene
           if (this.isTargetSequence) {
             return (
               currentTargetGene.name &&
@@ -1970,7 +1998,7 @@ export default {
             )
           }
         }
-        case step == 3 + this.numTargets: {
+        case step == 4 + this.numTargets: {
           if (!this.investigatorIsProvidingScoreCalibrations) {
             return true
           }
@@ -1999,23 +2027,15 @@ export default {
     },
 
     minStepWithError: function () {
-      const numSteps = this.stepFields.length
-      for (let i = 0; i < numSteps; i++) {
+      for (let i = 1; i <= this.numSteps; i++) {
         if (this.wizardStepHasError(i)) {
-          // errors in the target creation step
-          if (i > 2 && i < 3 + this.numTargets) {
-            return this.minTargetGeneStepWithError + 3
-          }
           return i
         }
       }
-      return numSteps - 1
+      return this.numSteps
     },
 
     wizardStepHasError: function (step) {
-      if (step >= this.stepFields.length) {
-        return false
-      }
       return !this.stepFields[step].every((field) => {
         for (const v of Object.keys(this.validationErrors)) {
           if (v.startsWith(field)) {
@@ -2584,6 +2604,8 @@ export default {
             )
         )
 
+      console.log('Preparing to save target genes:', this.createdTargetGenes)
+
       const editedFields = {
         experimentUrn: this.experimentUrn ? this.experimentUrn : this.experiment?.urn,
         title: this.title,
@@ -2615,8 +2637,13 @@ export default {
           }
 
           for (const [db, linked] of Object.entries(target.linkedAccessions)) {
+            console.log('Processing linked accession:', db, linked)
             if (linked) {
-              targetGene.externalIdentifiers.push(target.targetGene.externalIdentifiers[db])
+              const targetGeneExternalIdentifier = _.clone(target.targetGene.externalIdentifiers[db])
+              if (!targetGeneExternalIdentifier.identifier) {
+                targetGeneExternalIdentifier.identifier = {dbName: db}
+              }
+              targetGene.externalIdentifiers.push(targetGeneExternalIdentifier)
             }
           }
 
@@ -2668,7 +2695,7 @@ export default {
               path = path.slice(1)
             }
 
-            let customPath = error.ctx.error.custom_loc
+            let customPath = error.ctx?.error?.custom_loc
             if (customPath) {
               if (customPath[0] == 'body') {
                 customPath = customPath.slice(1)
@@ -2679,8 +2706,8 @@ export default {
               path = path.concat(customPath)
             }
 
-            if (_.isEqual(_.slice(path, 0, 1), ['targetGene'])) {
-              this.minTargetGeneStepWithError = Math.min(this.minTargetGeneStepWithError, path[1])
+            if (_.isEqual(_.first(path), 'targetGenes')) {
+              // this.minTargetGeneStepWithError = Math.min(this.minTargetGeneStepWithError, path[1])
 
               // Map errors on indexed external gene identifiers to inputs named for the identifier's database.
               if (_.isEqual(_.slice(path, 2, 3), ['externalIdentifiers'])) {
@@ -2690,11 +2717,13 @@ export default {
                 // preferable to not displaying the error.
                 path.splice(
                   3,
-                  2,
+                  1,
                   identifierOffset?.identifier?.dbName
                     ? identifierOffset.identifier.dbName
                     : this.externalGeneDatabases[identifierIndex]
                 )
+                // insert 'targetGene' after the targetGenes index to match the form's data structure
+                path.splice(2, 0, 'targetGene')
               }
             }
 

From 8485e3c47373b0f5ad95e96a31542f88d14a495c Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 5 Jan 2026 09:51:29 -0800
Subject: [PATCH 096/157] ScoreSetCreator: create copy of createdTargetGenes
 when creating editedFields object to avoid changing values on form

---
 src/components/screens/ScoreSetCreator.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 9ede7884..79fdf164 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -2627,7 +2627,7 @@ export default {
 
         scoreCalibrations: this.investigatorIsProvidingScoreCalibrations ? [this.calibrationCreateDraft.value] : [],
 
-        targetGenes: this.createdTargetGenes.map((target) => {
+        targetGenes: _.cloneDeep(this.createdTargetGenes).map((target) => {
           const targetGene = {
             name: target.targetGene.name,
             category: target.targetGene.category,

From a8e49f7b86c04a269277f6bf731854626dc9a668 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 5 Jan 2026 11:27:14 -0800
Subject: [PATCH 097/157] fix: remove TypeScript type annotation from
 calibrationDraftClassesFileRef in ScoreSetView

This annotation in a JS file was causing the automatic linter to strip parenthesis from the ref definition, making the classes flie undefined in all cases and preventing it from being saved when set.
---
 src/components/screens/ScoreSetView.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 5f14ec2b..4bf46e69 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -506,7 +506,7 @@ export default {
     const scoresRemoteData = useRemoteData()
     const variantSearchSuggestions = ref([])
     const calibrationDraftRef = ref({value: null})
-    const calibrationDraftClassesFileRef = ref < {value: File | null} > {value: null}
+    const calibrationDraftClassesFileRef = ref({value: null})
     const editorValidationErrors = ref({})
     const selectedCalibrations = ref([null, null])
 

From a9c6a9227876b55d5a28f4d046919d0138253345 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 5 Jan 2026 11:27:27 -0800
Subject: [PATCH 098/157] feat: enhance calibration editor by resetting state
 and validation errors on cancel

---
 .../screens/ScoreSetCalibrationsView.vue       | 11 ++++++++++-
 src/components/screens/ScoreSetView.vue        | 18 +++++++++++++-----
 2 files changed, 23 insertions(+), 6 deletions(-)

diff --git a/src/components/screens/ScoreSetCalibrationsView.vue b/src/components/screens/ScoreSetCalibrationsView.vue
index 2c30818d..3e8e5dc1 100644
--- a/src/components/screens/ScoreSetCalibrationsView.vue
+++ b/src/components/screens/ScoreSetCalibrationsView.vue
@@ -206,6 +206,7 @@
     :header="editingCalibrationUrn ? 'Edit Calibration' : 'Create New Calibration'"
     modal
     :style="{maxWidth: '90%', width: '75rem'}"
+    @hide="cancelEditCreate"
   >
     <CalibrationEditor
       :calibration-draft-ref="calibrationDraftRef"
@@ -403,9 +404,17 @@ export default {
     },
 
     cancelEditCreate: function () {
+      // Close the editor dialog
       this.editorVisible = false
+      // Reset editor state
       this.editingCalibrationUrn = undefined
       this.editingScoreSetUrn = undefined
+      // Reset draft
+      this.calibrationDraftRef.value = null
+      this.calibrationDraftClassesFileRef.value = null
+      // Reset validation errors
+      this.editorValidationErrors = {}
+      console.log('Calibration edit/create canceled')
     },
 
     saveChildCalibration: async function () {
@@ -643,7 +652,7 @@ export default {
   width: 100%;
 }
 .mavedb-calibrations-datatable :deep(.p-datatable-tbody > tr:nth-child(even)) {
-    background: var(--surface-a);
+  background: var(--surface-a);
 }
 
 .mavedb-calibrations-datatable :deep(.p-datatable-thead > tr > th) {
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 4bf46e69..48efd33e 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -331,9 +331,7 @@
                   Scores and/or counts could not be processed. Please remedy the
                   {{ item.processingErrors.detail.length }} errors below, then try submitting again.
                 </div>
-                <div v-else class="ml-2 mr-auto text-purple-700">
-                  Scores and/or counts could not be processed.
-                </div>
+                <div v-else class="ml-2 mr-auto text-purple-700">Scores and/or counts could not be processed.</div>
               </AccordionHeader>
               <AccordionContent>
                 <ScrollPanel style="width: 100%; height: 200px">
@@ -383,20 +381,21 @@
     header="Create New Calibration"
     modal
     :style="{maxWidth: '90%', width: '75rem'}"
+    @hide="cancelCalibrationCreation"
   >
     <CalibrationEditor
       :calibration-draft-ref="calibrationDraftRef"
       :classes-draft-ref="calibrationDraftClassesFileRef"
       :score-set-urn="item.urn"
       :validation-errors="editorValidationErrors"
-      @canceled="calibrationEditorVisible = false"
+      @canceled="cancelCalibrationCreation"
     />
     <template #footer>
       <Button
         class="p-button p-component p-button-secondary"
         icon="pi pi-times"
         label="Close"
-        @click="calibrationEditorVisible = false"
+        @click="cancelCalibrationCreation"
       />
       <Button
         class="p-button p-component p-button-success"
@@ -1235,6 +1234,15 @@ export default {
     },
     showOptions: function () {
       this.optionsVisible = true
+    },
+    cancelCalibrationCreation: function () {
+      // Close the editor dialog
+      this.calibrationEditorVisible = false
+      // Reset draft
+      this.calibrationDraftRef.value = null
+      this.calibrationDraftClassesFileRef.value = null
+      // Reset validation errors
+      this.editorValidationErrors = {}
     }
   }
 }

From 71429dea3656b9bb64ca648f5b88fc481a0f8c43 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 5 Jan 2026 11:48:24 -0800
Subject: [PATCH 099/157] fix: use `functionalClassifications` property for
 wizard validation

Includes some automatic formatting changes from linter.
---
 src/components/screens/ScoreSetCreator.vue | 75 ++++++++++++++++------
 1 file changed, 55 insertions(+), 20 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index bae65c45..19dde9b7 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -18,12 +18,14 @@
             <Step :value="1">Parent experiment and context</Step>
             <Step :value="2">Score set information</Step>
             <Step :value="3">Targets</Step>
-            <Step v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 4">Target {{ targetIdx + 1 }}</Step>
+            <Step v-for="(targetNum, targetIdx) in numTargets" :key="targetIdx" :value="targetIdx + 4"
+              >Target {{ targetIdx + 1 }}</Step
+            >
             <Step :value="numTargets + 4">Score Calibration</Step>
             <Step :value="numTargets + 5">Variant Scores</Step>
           </StepList>
           <StepPanels>
-            <StepPanel v-slot="{ activateCallback }" :value="1">
+            <StepPanel v-slot="{activateCallback}" :value="1">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div v-if="experimentUrn && experiment">
@@ -214,7 +216,7 @@
                 </div>
               </div>
             </StepPanel>
-            <StepPanel v-slot="{ activateCallback }" :value="2" >
+            <StepPanel v-slot="{activateCallback}" :value="2">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div v-if="experiment" class="mavedb-wizard-row">
@@ -617,7 +619,12 @@
               </div>
               <div class="mavedb-wizard-step-controls-row">
                 <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    icon="pi pi-arrow-left"
+                    label="Back"
+                    severity="secondary"
+                    @click="activateCallback(activeWizardStep - 1)"
+                  />
                   <Button
                     :disabled="maxWizardStepValidated < activeWizardStep"
                     icon="pi pi-arrow-right"
@@ -628,7 +635,7 @@
                 </div>
               </div>
             </StepPanel>
-            <StepPanel v-slot="{ activateCallback }" :value="3" >
+            <StepPanel v-slot="{activateCallback}" :value="3">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div class="mavedb-wizard-row">
@@ -727,7 +734,12 @@
               </div>
               <div class="mavedb-wizard-step-controls-row">
                 <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    icon="pi pi-arrow-left"
+                    label="Back"
+                    severity="secondary"
+                    @click="activateCallback(activeWizardStep - 1)"
+                  />
                   <Button
                     :disabled="maxWizardStepValidated < activeWizardStep"
                     icon="pi pi-arrow-right"
@@ -738,7 +750,12 @@
                 </div>
               </div>
             </StepPanel>
-            <StepPanel v-for="(targetNum, targetIdx) in numTargets" v-slot="{ activateCallback }" :key="targetIdx" :value="targetIdx + 4">
+            <StepPanel
+              v-for="(targetNum, targetIdx) in numTargets"
+              v-slot="{activateCallback}"
+              :key="targetIdx"
+              :value="targetIdx + 4"
+            >
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div v-if="isTargetSequence" class="mavedb-wizard-row">
@@ -960,7 +977,8 @@
                         >
                           <template #option="slotProps">
                             {{ slotProps.option.code }} - {{ slotProps.option.organismName }}
-                            <template v-if="slotProps.option.commonName !== 'NULL' && slotProps.option.commonName !== null"
+                            <template
+                              v-if="slotProps.option.commonName !== 'NULL' && slotProps.option.commonName !== null"
                               >/ {{ slotProps.option.commonName }}</template
                             >
                           </template>
@@ -1188,7 +1206,12 @@
               </div>
               <div class="mavedb-wizard-step-controls-row">
                 <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    icon="pi pi-arrow-left"
+                    label="Back"
+                    severity="secondary"
+                    @click="activateCallback(activeWizardStep - 1)"
+                  />
                   <Button
                     :disabled="maxWizardStepValidated < activeWizardStep"
                     icon="pi pi-arrow-right"
@@ -1199,7 +1222,7 @@
                 </div>
               </div>
             </StepPanel>
-            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 4">
+            <StepPanel v-slot="{activateCallback}" :value="numTargets + 4">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div class="mavedb-wizard-row">
@@ -1239,7 +1262,12 @@
               </div>
               <div class="mavedb-wizard-step-controls-row">
                 <div class="flex justify-content-between mavedb-wizard-step-controls pt-5">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    icon="pi pi-arrow-left"
+                    label="Back"
+                    severity="secondary"
+                    @click="activateCallback(activeWizardStep - 1)"
+                  />
                   <Button
                     :disabled="maxWizardStepValidated < activeWizardStep"
                     icon="pi pi-arrow-right"
@@ -1250,7 +1278,7 @@
                 </div>
               </div>
             </StepPanel>
-            <StepPanel v-slot="{ activateCallback }" :value="numTargets + 5">
+            <StepPanel v-slot="{activateCallback}" :value="numTargets + 5">
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div class="mavedb-wizard-row">
@@ -1377,8 +1405,8 @@
                     <label :for="scopedId('input-countColumnsMetadataFile')">Load a counts column metadata file</label>
                     <div class="mavedb-help-small">
                       This file is optional, but recommended. If provided, it should be a JSON file containing a single
-                      object. The keys of that object should be limited to columns of the count data, while values should
-                      include a string description and an optional string details.
+                      object. The keys of that object should be limited to columns of the count data, while values
+                      should include a string description and an optional string details.
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
@@ -1411,7 +1439,12 @@
               </div>
               <div class="mavedb-wizard-step-controls-row">
                 <div class="flex justify-content-between mavedb-wizard-step-controls pt-4">
-                  <Button icon="pi pi-arrow-left" label="Back" severity="secondary" @click="activateCallback(activeWizardStep - 1)" />
+                  <Button
+                    icon="pi pi-arrow-left"
+                    label="Back"
+                    severity="secondary"
+                    @click="activateCallback(activeWizardStep - 1)"
+                  />
                   <Button
                     :disabled="maxWizardStepValidated < activeWizardStep"
                     icon="pi pi-arrow-right"
@@ -1984,10 +2017,10 @@ export default {
             return true
           }
 
-          // If a user has begun to provide functional ranges, ensure that they have provided at least a label, classification
+          // If a user has begun to provide functional ranges, ensure that they have provided at least a label, functionalClassification
           // and min/max value for all functional ranges.
           for (const scoreRange of this.calibrationCreateDraft.value?.functionalClassifications || []) {
-            if (!scoreRange.label || !scoreRange.classification) {
+            if (!scoreRange.label || !scoreRange.functionalClassification) {
               return false
             }
             // Since infinite bounds are handled by null values, it's not trivial to check the bounds are complete. We'll leave
@@ -2301,13 +2334,13 @@ export default {
     },
 
     removeContributor: function (contributor) {
-      const index = this.contributors.findIndex(c => c.orcidId === contributor.orcidId)
+      const index = this.contributors.findIndex((c) => c.orcidId === contributor.orcidId)
       if (index !== -1) {
         this.contributors.splice(index, 1)
       }
     },
     removeDoiIdentifier: function (doiIdentifier) {
-      const index = this.doiIdentifiers.findIndex(d => d.identifier === doiIdentifier.identifier)
+      const index = this.doiIdentifiers.findIndex((d) => d.identifier === doiIdentifier.identifier)
       if (index !== -1) {
         this.doiIdentifiers.splice(index, 1)
       }
@@ -3049,7 +3082,9 @@ export default {
   font-size: 0.9em !important;
 }
 
-.p-inputwrapper, .p-textarea, .p-inputtext {
+.p-inputwrapper,
+.p-textarea,
+.p-inputtext {
   width: 100%;
 }
 </style>

From c3ab30e01ad48b6c7b0336c4e1c53b5d17ba9f9f Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 5 Jan 2026 12:23:46 -0800
Subject: [PATCH 100/157] refactor: replace InputSwitch with ToggleSwitch for
 improved consistency in ScoreSetCreator

---
 src/components/screens/ScoreSetCreator.vue | 24 +++++++++++-----------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 19dde9b7..7f894ea0 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -58,7 +58,7 @@
                       </label>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="isSupersedingScoreSet"
                         :aria-labelledby="scopedId('input-superseding-score-set-label')"
                       />
@@ -84,7 +84,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="isMetaAnalysis"
                         :aria-labelledby="scopedId('input-is-meta-analysis-label')"
                       />
@@ -397,7 +397,7 @@
                       set?
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="hasCustomUsagePolicy"
                         :aria-labelledby="scopedId('input-has-custom-usage-policy')"
                       />
@@ -651,7 +651,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <InputSwitch
+                    <ToggleSwitch
                       v-model="isTargetSequence"
                       :aria-labelledby="scopedId('input-scoreSetIsSequenceBasedLabel')"
                     />
@@ -677,7 +677,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <InputSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
+                    <ToggleSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
                     <div class="mavedb-switch-value">
                       {{
                         isBaseEditor
@@ -699,7 +699,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <InputSwitch
+                    <ToggleSwitch
                       v-model="isMultiTarget"
                       :aria-labelledby="scopedId('input-scoreSetHasMultipleTargetsLabel')"
                     />
@@ -884,7 +884,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
                         :aria-labelledby="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
                       />
@@ -1079,7 +1079,7 @@
                       </div>
                     </div>
                     <div class="mavedb-wizard-content">
-                      <InputSwitch
+                      <ToggleSwitch
                         v-model="createdTargetGenes[targetIdx].isRelativeToChromosome"
                         :aria-labelledby="scopedId('input-targetDescribesChromosomeLabel')"
                         @change="refreshAccessionOptions(targetIdx)"
@@ -1239,7 +1239,7 @@
                     </div>
                   </div>
                   <div class="mavedb-wizard-content">
-                    <InputSwitch
+                    <ToggleSwitch
                       v-model="investigatorIsProvidingScoreCalibrations"
                       :aria-labelledby="scopedId('input-investigatorIsProvidingScoreCalibrations')"
                     />
@@ -1474,7 +1474,7 @@ import Chips from 'primevue/chips'
 import Dropdown from 'primevue/dropdown'
 import FileUpload from 'primevue/fileupload'
 import InputNumber from 'primevue/inputnumber'
-import InputSwitch from 'primevue/inputswitch'
+import ToggleSwitch from 'primevue/toggleswitch'
 import InputText from 'primevue/inputtext'
 import Message from 'primevue/message'
 import Multiselect from 'primevue/multiselect'
@@ -1552,7 +1552,7 @@ export default {
     EmailPrompt,
     FileUpload,
     InputNumber,
-    InputSwitch,
+    ToggleSwitch,
     InputText,
     Message,
     Multiselect,
@@ -2956,7 +2956,7 @@ export default {
 }
 
 /* Switches */
-.p-inputswitch {
+.p-toggleswitch {
   margin: 10px 0;
   vertical-align: middle;
 }

From bbeeaf990c680bc67b9c2fa94a77a29ac9195068 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 5 Jan 2026 13:25:26 -0800
Subject: [PATCH 101/157] Fix validation error paths throughout ScoreSetCreator
 form, other cleanup

The path value for validation errors within the targetGenes portion of the form were not correctly matched with the API validation error responses and the structure of the form data. Updating throughout for consistency and to ensure validation errors result in redirecting the user to the relevant page and prompting on the appropriate field(s). This corresponds with VariantEffect/mavedb-api@6ae0d32e6efcc0a38bfcc2e21bed03dcf3240c03

This commit also includes some cleanup of previously commented out code and updates the disabled logic on file uploads to ensure they are properly enabled after failed validations elsewhere on the form.
---
 src/components/screens/ScoreSetCreator.vue | 95 +++++++---------------
 1 file changed, 30 insertions(+), 65 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 79fdf164..4060f9c3 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -773,8 +773,8 @@
                       />
                       <label :for="scopedId('input-targetGeneName')">Target name</label>
                     </FloatLabel>
-                    <span v-if="validationErrors[`targetGene.${targetIdx}.name`]" class="mave-field-error">{{
-                      validationErrors[`targetGene.${targetIdx}.name`]
+                    <span v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.name`]" class="mave-field-error">{{
+                      validationErrors[`targetGenes.${targetIdx}.targetGene.name`]
                     }}</span>
                   </div>
                 </div>
@@ -799,9 +799,9 @@
                         <label :for="scopedId('input-targetGeneLabel')">Target label</label>
                       </FloatLabel>
                       <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.label`]"
+                        v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.label`]"
                         class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.label`] }}</span
+                        >{{ validationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.label`] }}</span
                       >
                     </div>
                   </div>
@@ -819,8 +819,8 @@
                           :options="targetGeneCategories"
                         />
                       </span>
-                      <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
-                        validationErrors[`targetGene.${targetIdx}.category`]
+                      <span v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.category`]" class="mave-field-error">{{
+                        validationErrors[`targetGenes.${targetIdx}.targetGene.category`]
                       }}</span>
                     </div>
                   </div>
@@ -944,9 +944,9 @@
                         <label :for="scopedId('input-targetGeneTaxonomyLabel')">Taxonomy</label>
                       </FloatLabel>
                       <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`]"
+                        v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.taxonomy`]"
                         class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.taxonomy`] }}</span
+                        >{{ validationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.taxonomy`] }}</span
                       >
                     </div>
                   </div>
@@ -963,9 +963,9 @@
                         />
                       </FloatLabel>
                       <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`]"
+                        v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.sequenceType`]"
                         class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequenceType`] }}</span
+                        >{{ validationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.sequenceType`] }}</span
                       >
                     </div>
                   </div>
@@ -1018,9 +1018,9 @@
                         </FileUpload>
                       </FloatLabel>
                       <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`]"
+                        v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.sequence`]"
                         class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetSequence.sequence`] }}</span
+                        >{{ validationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.sequence`] }}</span
                       >
                     </div>
                   </div>
@@ -1068,9 +1068,9 @@
                         <label :for="scopedId('input-targetGeneAssemblyLabel')">Assembly</label>
                       </FloatLabel>
                       <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`]"
+                        v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.targetAccession.assembly`]"
                         class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.assembly`] }}</span
+                        >{{ validationErrors[`targetGenes.${targetIdx}.targetGene.targetAccession.assembly`] }}</span
                       >
                     </div>
                   </div>
@@ -1093,9 +1093,9 @@
                         <label :for="scopedId('input-targetGeneGeneNameLabel')">HGNC Name</label>
                       </FloatLabel>
                       <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.gene`]"
+                        v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.targetAccession.gene`]"
                         class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.gene`] }}</span
+                        >{{ validationErrors[`targetGenes.${targetIdx}.targetGene.targetAccession.gene`] }}</span
                       >
                     </div>
                   </div>
@@ -1134,9 +1134,9 @@
                         />
                       </div>
                       <span
-                        v-if="validationErrors[`targetGene.${targetIdx}.targetAccession.accession`]"
+                        v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.targetAccession.accession`]"
                         class="mave-field-error"
-                        >{{ validationErrors[`targetGene.${targetIdx}.targetAccession.accession`] }}</span
+                        >{{ validationErrors[`targetGenes.${targetIdx}.targetGene.targetAccession.accession`] }}</span
                       >
                     </div>
                   </div>
@@ -1153,8 +1153,8 @@
                           :options="targetGeneCategories"
                         />
                       </span>
-                      <span v-if="validationErrors[`targetGene.${targetIdx}.category`]" class="mave-field-error">{{
-                        validationErrors[`targetGene.${targetIdx}.category`]
+                      <span v-if="validationErrors[`targetGenes.${targetIdx}.targetGene.category`]" class="mave-field-error">{{
+                        validationErrors[`targetGenes.${targetIdx}.targetGene.category`]
                       }}</span>
                     </div>
                   </div>
@@ -1295,7 +1295,7 @@
                         choose-label="Scores column metadata file"
                         :class="inputClasses.scoreColumnsMetadataFile || ''"
                         :custom-upload="true"
-                        :disabled="!($refs.scoresFileUpload?.files?.length == 1)"
+                        :disabled="($refs.scoresFileUpload?.files?.length || 0) != 1"
                         :file-limit="1"
                         :show-cancel-button="false"
                         :show-upload-button="false"
@@ -1364,7 +1364,7 @@
                         choose-label="Counts column metadata file"
                         :class="inputClasses.countColumnsMetadataFile || ''"
                         :custom-upload="true"
-                        :disabled="!($refs.countsFileUpload?.files?.length == 1)"
+                        :disabled="($refs.countsFileUpload?.files?.length || 0 ) != 1"
                         :file-limit="1"
                         :show-cancel-button="false"
                         :show-upload-button="false"
@@ -1637,32 +1637,11 @@ export default {
     isMultiTarget: false,
     investigatorIsProvidingScoreCalibrations: false,
 
-    // track this separately, since it is a pain to reconstruct steps from target paths (targetGenes.**step**.rest.of.error.path)
-    // minTargetGeneStepWithError: Infinity,
-
     /** The currently active step. */
     activeWizardStep: 1,
 
     /** The highest step that the user has entered. This can be used to prevent the user from jumping ahead. */
     maxWizardStepEntered: 1,
-
-    // stepFields: [
-    //   ['experiment', 'supersededScoreSetUrn', 'metaAnalyzesScoreSetUrns'],
-    //   [
-    //     'title',
-    //     'shortDescription',
-    //     'methodText',
-    //     'abstractText',
-    //     'publicationIdentifiers',
-    //     'primaryPublicationIdentifiers',
-    //     'extraMetadata',
-    //     'dataUsagePolicy'
-    //   ],
-    //   ['targets'],
-    //   ['targetGene'],
-    //   ['scoreCalibrations'],
-    //   ['scoresFile', 'countsFile', 'scoreColumnsMetadataFile', 'countColumnsMetadataFile']
-    // ]
   }),
 
   computed: {
@@ -1765,20 +1744,6 @@ export default {
         }
       }
     },
-    'targetGene.externalIdentifiers': {
-      deep: true,
-      handler: function (newValue) {
-        if (!newValue) {
-          return
-        }
-        // If an identifier has been set, set the offset to 0 by default.
-        for (const dbName of externalGeneDatabases) {
-          if (newValue[dbName]?.identifier?.identifier != null && newValue[dbName]?.offset == null) {
-            this.targetGene.externalIdentifiers[dbName].offset = 0
-          }
-        }
-      }
-    },
     existingTargetGene: {
       immediate: true,
       handler: function () {
@@ -1978,7 +1943,7 @@ export default {
         case step == 3: {
           return this.numTargets > 0
         }
-        case step > 3 && step <= 3 + this.numTargets: {
+        case step > 3 && step <= (3 + this.numTargets): {
           const currentTargetGene = this.createdTargetGenes[step - 4].targetGene
           if (this.isTargetSequence) {
             return (
@@ -2491,19 +2456,19 @@ export default {
                 }))
                 if (fastaData.length == 0) {
                   this.createdTargetGenes[targetIdx].targetGene.targetSequence.sequence = null
-                  this.clientSideValidationErrors['targetGene.targetSequence.sequence'] =
+                  this.clientSideValidationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.sequence`] =
                     'The FASTA file contains no sequences.'
                 } else if (fastaData.length > 1) {
                   this.createdTargetGenes[targetIdx].targetGene.targetSequence.sequence = null
-                  this.clientSideValidationErrors['targetGene.targetSequence.sequence'] =
+                  this.clientSideValidationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.sequence`] =
                     'The FASTA file contains more than one sequence.'
                 } else {
                   this.createdTargetGenes[targetIdx].targetGene.targetSequence.sequence = fastaData[0].sequence
-                  delete this.clientSideValidationErrors['targetGene.targetSequence.sequence']
+                  delete this.clientSideValidationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.sequence`]
                 }
               } catch (e) {
                 this.createdTargetGenes[targetIdx].targetGene.targetSequence.sequence = null
-                this.clientSideValidationErrors['targetGene.targetSequence.sequence'] =
+                this.clientSideValidationErrors[`targetGenes.${targetIdx}.targetGene.targetSequence.sequence`] =
                   'The file was not a valid FASTA file.'
                 console.log('Reference sequence file was not a valid FASTA file.')
               }
@@ -2706,7 +2671,7 @@ export default {
               path = path.concat(customPath)
             }
 
-            if (_.isEqual(_.first(path), 'targetGenes')) {
+            if (_.isEqual(_.first(path), 'targetGenes') && path.length >= 2) {
               // this.minTargetGeneStepWithError = Math.min(this.minTargetGeneStepWithError, path[1])
 
               // Map errors on indexed external gene identifiers to inputs named for the identifier's database.
@@ -2722,9 +2687,9 @@ export default {
                     ? identifierOffset.identifier.dbName
                     : this.externalGeneDatabases[identifierIndex]
                 )
-                // insert 'targetGene' after the targetGenes index to match the form's data structure
-                path.splice(2, 0, 'targetGene')
               }
+              // insert 'targetGene' after the targetGenes index to match the form's data structure
+              path.splice(2, 0, 'targetGene')
             }
 
             // Add calibration errors to a separate object which is consumed by the calibration sub-component.

From 612203595fd8190c254dcbbc46b96511416c1086 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 5 Jan 2026 14:13:44 -0800
Subject: [PATCH 102/157] Fix indentation of ul components on ScoreSetView

---
 src/components/screens/ScoreSetView.vue | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 3a8c5fd3..ca7a5949 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -305,7 +305,7 @@
         <div class="mavedb-score-set-section-title">External identifier</div>
         <strong>DOI: </strong>
         <div v-if="item.doiIdentifiers.length != 0">
-          <ul class="list-[square]">
+          <ul class="pl-4 list-[square]">
             <li v-for="(doi, i) of item.doiIdentifiers" :key="i">
               <a :href="`${doi.url}`" target="blank">{{ doi.identifier }}</a>
             </li>
@@ -314,7 +314,7 @@
         <template v-else>No associated DOIs<br /></template>
         <strong>Raw reads: </strong>
         <div v-if="item.experiment.rawReadIdentifiers.length != 0">
-          <ul class="list-[square]">
+          <ul class="pl-4 list-[square]">
             <li v-for="(read, i) of item.experiment.rawReadIdentifiers" :key="i">
               <a :href="`${read.url}`" target="blank">{{ read.identifier }}</a>
             </li>

From 54015e89b6738bc759c867d01af7a1787d65475a Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Mon, 5 Jan 2026 16:36:11 -0800
Subject: [PATCH 103/157] Updates to ExperimentCreator and ExperimentEditor to
 separate functionality and reduce overlap

The ExperimentCreator had some logic related to editing existing experiments which is being removed. Similarly, the ExperimentEditor component had some logic for creating experiments which was still being used when adding new experiments to an existing experiment set.

With this change, the ExperimentCreator will be used for creating all new experiments, and the ExperimentEditor will only be used for editing existing experiments with any code extraneous to those functions has been removed.
---
 src/components/screens/ExperimentCreator.vue | 119 +++++++------------
 src/components/screens/ExperimentEditor.vue  |  66 +---------
 src/router/index.ts                          |   2 +-
 3 files changed, 44 insertions(+), 143 deletions(-)

diff --git a/src/components/screens/ExperimentCreator.vue b/src/components/screens/ExperimentCreator.vue
index bc0f7367..a086ca3b 100644
--- a/src/components/screens/ExperimentCreator.vue
+++ b/src/components/screens/ExperimentCreator.vue
@@ -3,18 +3,9 @@
     dialog="You must add an email address to your account to create or edit an experiment. You can do so below, or on the 'Settings' page."
     :is-first-login-prompt="false"
   />
-  {{ experimentSetUrn }}
   <DefaultLayout :require-auth="true">
     <div class="mave-experiment-editor">
-      <div v-if="itemStatus != 'NotLoaded'" class="mave-screen-title-bar">
-        <div class="mave-screen-title">Edit experiment {{ item.urn }}</div>
-        <div v-if="item" class="mavedb-screen-title-controls">
-          <Button @click="saveEditContent">Save changes</Button>
-          <Button severity="help" @click="resetForm">Clear</Button>
-          <Button severity="warn" @click="viewItem">Cancel</Button>
-        </div>
-      </div>
-      <div v-else class="mave-screen-title-bar">
+      <div class="mave-screen-title-bar">
         <div class="mave-screen-title">Create a new experiment</div>
         <div class="mavedb-screen-title-controls">
           <Button @click="validateAndSave">Save</Button>
@@ -33,8 +24,22 @@
               <div class="mavedb-wizard-form">
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div class="mavedb-wizard-row">
+                  <div class="mavedb-wizard-help">
+                    <label :for="scopedId('field-value-experiment-set')" style="font-weight: bold; margin-right: 5px"
+                      >Experiment set:</label
+                    >
+                    <span :id="scopedId('field-value-experiment-set')">{{ experimentSetUrn || "(New experiment set)"}}</span>
+                    <span v-if="validationErrors.experimentSetUrn" class="mave-field-error">{{
+                      validationErrors.experimentSetUrn
+                    }}</span>
+                  </div>
                   <div class="mavedb-wizard-content-pane">
-                    <Message closable severity="info">
+                    <Message v-if="experimentSetUrn" closable severity="info">
+                      You are currently adding an experiment to an existing experiment set. To add to a different set,
+                      please navigate to the experiment set first and click "Add experiment.". To add to a new set,
+                      click "New experiment" from the navigation menu.
+                    </Message>
+                    <Message v-else closable severity="info">
                       You are currently adding an experiment to a new experiment set. To add an experiment to an
                       existing experiment set, navigate to the existing experiment set and click the "Add experiment"
                       button.
@@ -187,7 +192,7 @@
                     }}</span>
                   </div>
                 </div>
-                <div v-if="itemStatus == 'NotLoaded' || item.private == true">
+                <div>
                   <div class="mavedb-wizard-row">
                     <div class="mavedb-wizard-help">
                       <label>
@@ -374,8 +379,8 @@
                 </div>
               </div>
             </StepPanel>
-            <StepPanel v-if="itemStatus == 'NotLoaded' || item.private" v-slot="{ activateCallback }" :value="2">
-              <Message closable>
+            <StepPanel v-slot="{ activateCallback }" :value="2">
+              <Message class="mb-1" closable>
                 Experiments can be tagged with optional keywords. In a future release, the keyword vocabulary will
                 become restricted and keyword selection will be mandatory.
               </Message>
@@ -503,7 +508,6 @@ import EmailPrompt from '@/components/common/EmailPrompt'
 import useScopedId from '@/composables/scoped-id'
 import useAuth from '@/composition/auth'
 import useFormatters from '@/composition/formatters'
-import useItem from '@/composition/item'
 import useItems from '@/composition/items'
 import config from '@/config'
 import {normalizeDoi, normalizeRawRead, validateDoi, validateRawRead} from '@/lib/identifiers'
@@ -623,12 +627,9 @@ export default {
   props: {
     experimentSetUrn: {
       type: String,
-      required: false
+      required: false,
+      default: null
     },
-    itemId: {
-      type: String,
-      required: false
-    }
   },
 
   setup: () => {
@@ -667,7 +668,6 @@ export default {
     return {
       userProfile,
       ...useFormatters(),
-      ...useItem({itemTypeName: 'experiment'}),
       ...useScopedId(),
       variantLibraryKeywordOptions: variantLibraryKeywordOptions.items,
       endogenousSystemKeywordOptions: endogenousSystemKeywordOptions.items,
@@ -790,12 +790,6 @@ export default {
         this.resetForm()
       }
     },
-    itemId: {
-      handler: function () {
-        this.setItemId(this.itemId)
-      },
-      immediate: true
-    },
     'keywordKeys.Variant Library Creation Method': function (newValue) {
       if (newValue !== 'Endogenous locus library method') {
         this.keywordKeys['Endogenous Locus Library Method System'] = null
@@ -1110,47 +1104,24 @@ export default {
     ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
     resetForm: function () {
-      if (this.item) {
-        this.title = this.item.title
-        this.shortDescription = this.item.shortDescription
-        this.abstractText = this.item.abstractText
-        this.methodText = this.item.methodText
-        this.contributors = _.sortBy(this.item.contributors, ['familyName', 'givenName', 'orcidId'])
-        this.doiIdentifiers = this.item.doiIdentifiers
-        // So that the multiselect can populate correctly, build the primary publication identifiers
-        // indirectly by filtering publication identifiers list for those publications we know to be
-        // primary.
-        this.publicationIdentifiers = _.concat(
-          this.item.primaryPublicationIdentifiers,
-          this.item.secondaryPublicationIdentifiers
-        )
-        this.primaryPublicationIdentifiers = this.item.primaryPublicationIdentifiers.filter((publication) => {
-          return this.publicationIdentifiers.some((primary) => {
-            return primary.identifier === publication.identifier
-          })
-        })
-        this.secondaryPublicationIdentifiers = this.item.secondaryPublicationIdentifiers
-        this.rawReadIdentifiers = this.item.rawReadIdentifiers
-        this.extraMetadata = this.item.extraMetadata
-      } else {
-        this.title = null
-        this.shortDescription = null
-        this.abstractText = null
-        this.methodText = null
-        this.contributors = [
-          {
-            orcidId: this.userProfile?.sub,
-            givenName: this.userProfile?.given_name,
-            familyName: this.userProfile?.family_name
-          }
-        ]
-        this.doiIdentifiers = []
-        this.primaryPublicationIdentifiers = []
-        this.secondaryPublicationIdentifiers = []
-        this.publicationIdentifiers = []
-        this.rawReadIdentifiers = []
-        this.extraMetadata = {}
-      }
+      this.title = null
+      this.shortDescription = null
+      this.abstractText = null
+      this.methodText = null
+      this.contributors = [
+        {
+          orcidId: this.userProfile?.sub,
+          givenName: this.userProfile?.given_name,
+          familyName: this.userProfile?.family_name
+        }
+      ]
+      this.doiIdentifiers = []
+      this.primaryPublicationIdentifiers = []
+      this.secondaryPublicationIdentifiers = []
+      this.publicationIdentifiers = []
+      this.rawReadIdentifiers = []
+      this.extraMetadata = {}
+
       this.resetKeywords()
     },
 
@@ -1222,16 +1193,8 @@ export default {
         primaryPublicationIdentifiers: primaryPublicationIdentifiers,
         secondaryPublicationIdentifiers: secondaryPublicationIdentifiers,
         rawReadIdentifiers: this.rawReadIdentifiers.map((identifier) => _.pick(identifier, 'identifier')),
-        extraMetadata: this.extraMetadata
-      }
-      // empty item arrays so that deleted items aren't merged back into editedItem object
-      if (this.item) {
-        this.item.contributors = []
-        this.item.keywords = []
-        this.item.doiIdentifiers = []
-        this.item.publicationIdentifiers = []
-        this.item.primaryPublicationIdentifiers = []
-        this.item.rawReadIdentifiers = []
+        extraMetadata: this.extraMetadata,
+        experimentSetUrn: this.experimentSetUrn
       }
 
       const editedItem = _.merge({}, this.item || {}, editedFields)
diff --git a/src/components/screens/ExperimentEditor.vue b/src/components/screens/ExperimentEditor.vue
index 34f646a1..06171195 100644
--- a/src/components/screens/ExperimentEditor.vue
+++ b/src/components/screens/ExperimentEditor.vue
@@ -4,7 +4,6 @@
     :is-first-login-prompt="false"
   />
   <DefaultLayout :require-auth="true">
-    {{ experimentSetUrn }}
     <div class="mave-experiment-editor">
       <div class="grid">
         <div class="col-12">
@@ -16,41 +15,10 @@
               <Button severity="warn" @click="viewItem">Cancel</Button>
             </div>
           </div>
-          <div v-else class="mave-screen-title-bar">
-            <div class="mave-screen-title">Create a new experiment</div>
-            <div class="mavedb-screen-title-controls">
-              <Button @click="validateAndSave">Save experiment</Button>
-              <Button severity="help" @click="resetForm">Clear</Button>
-              <Button severity="warn" @click="backDashboard">Cancel</Button>
-            </div>
-          </div>
         </div>
         <div class="col-12 md:col-6">
           <Card>
             <template #content>
-              <div v-if="experimentSetUrn" class="field">
-                <label :for="scopedId('field-value-experiment-set')" style="font-weight: bold; margin-right: 5px"
-                  >Experiment set:</label
-                >
-                <span :id="scopedId('field-value-experiment-set')">{{ experimentSetUrn }}</span>
-                <span v-if="validationErrors.experimentSetUrn" class="mave-field-error">{{
-                  validationErrors.experimentSetUrn
-                }}</span>
-                <div v-if="!item" class="mave-field-help">
-                  To add an experiment to a different set, please navigate to the experiment set first and click "Add
-                  experiment."
-                </div>
-              </div>
-              <div v-else class="field">
-                <label :for="scopedId('field-value-experiment-set')" style="font-weight: bold; margin-right: 5px"
-                  >Experiment set:</label
-                >
-                <span :id="scopedId('field-value-experiment-set')">(New experiment set)</span>
-                <div class="mave-field-help">
-                  To add an experiment to an existing set, please navigate to the experiment set first and click "Add
-                  experiment."
-                </div>
-              </div>
               <div class="field">
                 <FloatLabel variant="on">
                   <InputText :id="scopedId('input-title')" v-model="title" />
@@ -518,13 +486,10 @@ export default {
   },
 
   props: {
-    experimentSetUrn: {
-      type: String,
-      required: false
-    },
     itemId: {
       type: String,
-      required: false
+      required: false,
+      default: null
     }
   },
 
@@ -984,24 +949,6 @@ export default {
         this.secondaryPublicationIdentifiers = this.item.secondaryPublicationIdentifiers
         this.rawReadIdentifiers = this.item.rawReadIdentifiers
         this.extraMetadata = this.item.extraMetadata
-      } else {
-        this.title = null
-        this.shortDescription = null
-        this.abstractText = null
-        this.methodText = null
-        this.contributors = [
-          {
-            orcidId: this.userProfile?.sub,
-            givenName: this.userProfile?.given_name,
-            familyName: this.userProfile?.family_name
-          }
-        ]
-        this.doiIdentifiers = []
-        this.primaryPublicationIdentifiers = []
-        this.secondaryPublicationIdentifiers = []
-        this.publicationIdentifiers = []
-        this.rawReadIdentifiers = []
-        this.extraMetadata = {}
       }
       this.resetKeywords()
     },
@@ -1094,11 +1041,6 @@ export default {
       try {
         if (this.item) {
           response = await axios.put(`${config.apiBaseUrl}/experiments/${this.item.urn}`, editedItem)
-        } else {
-          if (this.experimentSetUrn) {
-            editedItem.experimentSetUrn = this.experimentSetUrn
-          }
-          response = await axios.post(`${config.apiBaseUrl}/experiments/`, editedItem)
         }
       } catch (e) {
         response = e.response || {status: 500}
@@ -1112,10 +1054,6 @@ export default {
           //this.reloadItem()
           this.$router.replace({path: `/experiments/${savedItem.urn}`})
           this.$toast.add({severity: 'success', summary: 'Your changes were saved.', life: 3000})
-        } else {
-          console.log('Created item')
-          this.$router.replace({path: `/experiments/${savedItem.urn}`})
-          this.$toast.add({severity: 'success', summary: 'The new experiment was saved.', life: 3000})
         }
       } else if (response.data && response.data.detail) {
         if (typeof response.data.detail === 'string' || response.data.detail instanceof String) {
diff --git a/src/router/index.ts b/src/router/index.ts
index 578d1de4..f1f845fa 100644
--- a/src/router/index.ts
+++ b/src/router/index.ts
@@ -129,7 +129,7 @@ const routes: RouteRecordRaw[] = [
   {
     path: '/experiment-sets/:urn/create-experiment',
     name: 'createExperimentInExperimentSet',
-    component: ExperimentEditor,
+    component: ExperimentCreator,
     props: (route) => ({experimentSetUrn: route.params.urn}),
     meta: {requiresAuth: true}
   },

From 865f72f7664c91660a47431cc0933c176fb6af29 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 6 Jan 2026 12:57:09 -0800
Subject: [PATCH 104/157] Add variables to track file counts for UploadFile
 components on ScoreSetCreator

Previously this was using properties of $refs to conditionally disable FileUpload components, but $refs are not reactive so the values were not updating correctly with this logic (a prior version also used $refs, but was not updating after form validation errors).

For this reason, now switching to defined data variables to track the current count of files for each FileUpload component on the final step of the wizard, and removing use of $refs.
---
 src/components/screens/ScoreSetCreator.vue | 48 +++++++++++++++++++---
 1 file changed, 42 insertions(+), 6 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 4060f9c3..677f1027 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -1262,9 +1262,12 @@
                         choose-label="Scores file"
                         :class="inputClasses.scoresFile || ''"
                         :custom-upload="true"
+                        :disabled="scoresFileCount !== 0"
                         :file-limit="1"
                         :show-cancel-button="false"
                         :show-upload-button="false"
+                        @remove="fileCleared('scoresFile')"
+                        @select="fileSelected('scoresFile', $event)"
                       >
                         <template #empty>
                           <p>Drop a file here.</p>
@@ -1295,7 +1298,7 @@
                         choose-label="Scores column metadata file"
                         :class="inputClasses.scoreColumnsMetadataFile || ''"
                         :custom-upload="true"
-                        :disabled="($refs.scoresFileUpload?.files?.length || 0) != 1"
+                        :disabled="scoresFileCount !== 1 || scoreColumnsMetadataFileCount !== 0"
                         :file-limit="1"
                         :show-cancel-button="false"
                         :show-upload-button="false"
@@ -1331,9 +1334,12 @@
                         choose-label="Counts file"
                         :class="inputClasses.countsFile || ''"
                         :custom-upload="true"
+                        :disabled="countsFileCount !== 0"
                         :file-limit="1"
                         :show-cancel-button="false"
                         :show-upload-button="false"
+                        @remove="fileCleared('countsFile')"
+                        @select="fileSelected('countsFile', $event)"
                       >
                         <template #empty>
                           <p>Drop a file here.</p>
@@ -1364,7 +1370,7 @@
                         choose-label="Counts column metadata file"
                         :class="inputClasses.countColumnsMetadataFile || ''"
                         :custom-upload="true"
-                        :disabled="($refs.countsFileUpload?.files?.length || 0 ) != 1"
+                        :disabled="countsFileCount !== 1 || countColumnsMetadataFileCount !== 0"
                         :file-limit="1"
                         :show-cancel-button="false"
                         :show-upload-button="false"
@@ -1632,6 +1638,12 @@ export default {
     externalGeneDatabases,
     validationErrors: {},
 
+    // File upload states - reactive replacements for refs
+    scoresFileCount: 0,
+    countsFileCount: 0,
+    scoreColumnsMetadataFileCount: 0,
+    countColumnsMetadataFileCount: 0,
+
     isTargetSequence: true,
     isBaseEditor: false,
     isMultiTarget: false,
@@ -2374,6 +2386,9 @@ export default {
     },
 
     fileCleared: function (inputName) {
+      // Update reactive file counts
+      this.updateFileCount(inputName, 0)
+
       if (inputName == 'extraMetadataFile') {
         this.extraMetadata = null
         delete this.clientSideValidationErrors.extraMetadata
@@ -2390,6 +2405,23 @@ export default {
       this.mergeValidationErrors()
     },
 
+    updateFileCount: function (inputName, count) {
+      switch (inputName) {
+        case 'scoresFile':
+          this.scoresFileCount = count
+          break
+        case 'countsFile':
+          this.countsFileCount = count
+          break
+        case 'scoreColumnsMetadataFile':
+          this.scoreColumnsMetadataFileCount = count
+          break
+        case 'countColumnsMetadataFile':
+          this.countColumnsMetadataFileCount = count
+          break
+      }
+    },
+
     validateJsonObject: function (data, fieldName) {
       if (!_.isObject(data) || _.isArray(data)) {
         this.clientSideValidationErrors[fieldName] =
@@ -2401,6 +2433,10 @@ export default {
 
     fileSelected: async function (inputName, event, targetIdx) {
       const file = event.files[0]
+
+      // Update reactive file counts
+      this.updateFileCount(inputName, event.files.length)
+
       if (file) {
         const text = await file.text()
         switch (inputName) {
@@ -2712,12 +2748,12 @@ export default {
     },
 
     uploadData: async function (scoreSet) {
-      if (this.$refs.scoresFileUpload.files.length != 1) {
+      if (this.scoresFileCount !== 1) {
         this.validationErrors = {scores: 'Required'}
       } else {
         const formData = new FormData()
         formData.append('scores_file', this.$refs.scoresFileUpload.files[0])
-        if (this.$refs.countsFileUpload.files.length == 1) {
+        if (this.countsFileCount === 1) {
           formData.append('counts_file', this.$refs.countsFileUpload.files[0])
         }
         if (this.scoreColumnsMetadata) {
@@ -2758,8 +2794,8 @@ export default {
     validateAndSave: async function () {
       this.clientSideValidationErrors = {}
 
-      const hasScoresFile = this.$refs.scoresFileUpload.files.length == 1
-      const hasCountsFile = this.$refs.countsFileUpload.files.length == 1
+      const hasScoresFile = this.scoresFileCount === 1
+      const hasCountsFile = this.countsFileCount === 1
       if (hasCountsFile && !hasScoresFile) {
         this.clientSideValidationErrors.scoresFile = 'Required'
       }

From c781aca55c800c70d4cd738e58701a118fc329dc Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 6 Jan 2026 14:27:10 -0800
Subject: [PATCH 105/157] Additional style/layout updates to more closely match
 state prior to PrimeVue 4 upgrade

- Change the MaveDB tag text to white on ScoreSetView
- Put OrcID elements for creators and modifiers and UCSC logo on same lines as their associated text on ScoreSetView
- Customize theme to make secondary buttons pink to match previous style, otherwise their appearance is similar to that of disabled buttons
- Align ToggleSwitch labels with switches where they are misaligned
- Add top and bottom margin to .p-message class in app.css
- Remove 'Users' from toolbar
- Remove message for autopopulating fields on ScoreSetEditor, since it's only relevant to ScoreSetEditor
---
 src/assets/app.css                           |  5 ++++
 src/components/CalibrationEditor.vue         |  6 ++---
 src/components/CollectionBadge.vue           |  1 +
 src/components/ScoreSetSecondaryMetadata.vue | 12 +++++-----
 src/components/layout/Toolbar.vue            |  5 ----
 src/components/screens/ScoreSetCreator.vue   | 20 ++++++++--------
 src/components/screens/ScoreSetEditor.vue    |  6 +----
 src/main.js                                  | 24 ++++++++------------
 8 files changed, 36 insertions(+), 43 deletions(-)

diff --git a/src/assets/app.css b/src/assets/app.css
index 36e3b1c7..bb2dc62f 100644
--- a/src/assets/app.css
+++ b/src/assets/app.css
@@ -73,3 +73,8 @@ body .p-button {
 .p-listbox-header {
   padding: 0 !important;
 }
+
+.p-message {
+  margin-top: 0.5rem;
+  margin-bottom: 0.5rem;
+}
diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index 173576b8..eb75c6a1 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -294,7 +294,7 @@
             Optionally, you can provide a description of the evidence supporting this classification.
           </div>
         </div>
-        <div class="mavedb-wizard-content">
+        <div class="mavedb-wizard-content flex items-center">
           <ToggleSwitch
             v-model="functionalRangeHelpers[rangeIdx].isProvidingClassification"
             :aria-labelledby="scopedId('input-investigatorIsProvidingClassification')"
@@ -364,7 +364,7 @@
         <div class="mavedb-wizard-help">
           <label :id="scopedId('input-investigatorIsProvidingOddsPath')">Provide OddsPaths?</label>
         </div>
-        <div class="mavedb-wizard-content">
+        <div class="mavedb-wizard-content flex items-center">
           <ToggleSwitch
             v-model="functionalRangeHelpers[rangeIdx].isProvidingOddspaths"
             :aria-labelledby="scopedId('input-investigatorIsProvidingOddsPath')"
@@ -415,7 +415,7 @@
           used for variant interpretation.
         </div>
       </div>
-      <div class="mavedb-wizard-content">
+      <div class="mavedb-wizard-content flex items-center">
         <ToggleSwitch v-model="draft.researchUseOnly" />
         <div class="mavedb-switch-value">
           {{
diff --git a/src/components/CollectionBadge.vue b/src/components/CollectionBadge.vue
index ad7cbb20..4f78380d 100644
--- a/src/components/CollectionBadge.vue
+++ b/src/components/CollectionBadge.vue
@@ -63,5 +63,6 @@ export default defineComponent({
 
 .mavedb-collection-badge .mavedb-collection-badge-other {
   background-color: cadetblue;
+  color: white;
 }
 </style>
diff --git a/src/components/ScoreSetSecondaryMetadata.vue b/src/components/ScoreSetSecondaryMetadata.vue
index cc56738e..06cbd321 100644
--- a/src/components/ScoreSetSecondaryMetadata.vue
+++ b/src/components/ScoreSetSecondaryMetadata.vue
@@ -1,6 +1,6 @@
 <template>
-  <div v-if="scoreSet.creationDate">
-    Created {{ formatDate(scoreSet.creationDate) }}
+  <div v-if="scoreSet.creationDate" class="flex space-x-2">
+    <span>Created {{ formatDate(scoreSet.creationDate) }}</span>
     <span v-if="scoreSet.createdBy">
       <a class="flex items-center gap-1" :href="`https://orcid.org/${scoreSet.createdBy.orcidId}`" target="blank"
         ><img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />{{ scoreSet.createdBy.firstName }}
@@ -8,8 +8,8 @@
       ></span
     >
   </div>
-  <div v-if="scoreSet.modificationDate">
-    Last updated {{ formatDate(scoreSet.modificationDate) }}
+  <div v-if="scoreSet.modificationDate" class="flex space-x-2">
+    <span>Last updated {{ formatDate(scoreSet.modificationDate) }}</span>
     <span v-if="scoreSet.modifiedBy">
       <a class="flex items-center gap-1" :href="`https://orcid.org/${scoreSet.modifiedBy.orcidId}`" target="blank"
         ><img alt="ORCIDiD" src="@/assets/ORCIDiD_icon.png" />{{ scoreSet.modifiedBy.firstName }}
@@ -70,9 +70,9 @@
     </template>
   </div>
   <div v-if="scoreSet.externalLinks?.ucscGenomeBrowser?.url">
-    <a :href="scoreSet.externalLinks.ucscGenomeBrowser.url" target="blank">
+    <a class="flex space-x-2" :href="scoreSet.externalLinks.ucscGenomeBrowser.url" target="blank">
       <img alt="UCSC Genome Browser" src="@/assets/logo-ucsc-genome-browser.png" style="height: 20px" />
-      View in the UCSC Genome Browser
+      <span>View in the UCSC Genome Browser</span>
     </a>
   </div>
 </template>
diff --git a/src/components/layout/Toolbar.vue b/src/components/layout/Toolbar.vue
index e219c5fb..97c8cb1e 100644
--- a/src/components/layout/Toolbar.vue
+++ b/src/components/layout/Toolbar.vue
@@ -148,11 +148,6 @@ export default {
           url: 'https://mavedb.zulipchat.com/#narrow/channel/511813-beta-testers',
           available: ({config}) => config.PREVIEW_SITE
         },
-        {
-          label: 'Users',
-          route: '/users',
-          available: ({roles}) => roles.includes('admin')
-        },
         {
           label: this.userName,
           icon: 'pi pi-fw pi-user',
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 677f1027..8195521e 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -55,7 +55,7 @@
                         that you created?
                       </label>
                     </div>
-                    <div class="mavedb-wizard-content">
+                    <div class="mavedb-wizard-content flex items-center">
                       <ToggleSwitch
                         v-model="isSupersedingScoreSet"
                         :aria-labelledby="scopedId('input-superseding-score-set-label')"
@@ -81,7 +81,7 @@
                         </ul>
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content">
+                    <div class="mavedb-wizard-content flex items-center">
                       <ToggleSwitch
                         v-model="isMetaAnalysis"
                         :aria-labelledby="scopedId('input-is-meta-analysis-label')"
@@ -219,7 +219,7 @@
                 <div class="mavedb-wizard-form-content-background"></div>
                 <div v-if="experiment" class="mavedb-wizard-row">
                   <div class="mavedb-wizard-content-pane">
-                    <Message class="mb-1" closable severity="info">
+                    <Message class="mb-1 mt-1" closable severity="info">
                       Some fields were autopopulated based on the selected experiment and should be inspected to ensure
                       they are still relevant to this score set.
                     </Message>
@@ -394,7 +394,7 @@
                       Would you like to define any additional restrictions governing the usage of data within this score
                       set?
                     </div>
-                    <div class="mavedb-wizard-content">
+                    <div class="mavedb-wizard-content flex items-center">
                       <ToggleSwitch
                         v-model="hasCustomUsagePolicy"
                         :aria-labelledby="scopedId('input-has-custom-usage-policy')"
@@ -617,7 +617,7 @@
                       accession instead of uploading the target locus sequence as your own target.
                     </div>
                   </div>
-                  <div class="mavedb-wizard-content">
+                  <div class="mavedb-wizard-content flex items-center">
                     <ToggleSwitch
                       v-model="isTargetSequence"
                       :aria-labelledby="scopedId('input-scoreSetIsSequenceBasedLabel')"
@@ -643,7 +643,7 @@
                       scores (and counts) file(s).
                     </div>
                   </div>
-                  <div class="mavedb-wizard-content">
+                  <div class="mavedb-wizard-content flex items-center">
                     <ToggleSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
                     <div class="mavedb-switch-value">
                       {{
@@ -665,7 +665,7 @@
                       the case, your variants will need to be described explicitly from the target they came from.
                     </div>
                   </div>
-                  <div class="mavedb-wizard-content">
+                  <div class="mavedb-wizard-content flex items-center">
                     <ToggleSwitch
                       v-model="isMultiTarget"
                       :aria-labelledby="scopedId('input-scoreSetHasMultipleTargetsLabel')"
@@ -838,7 +838,7 @@
                         target sequence) in order to match the coordinates in the linked sequence.
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content">
+                    <div class="mavedb-wizard-content flex items-center">
                       <ToggleSwitch
                         v-model="createdTargetGenes[targetIdx].linkedAccessions[dbName]"
                         :aria-labelledby="scopedId(`input-targetGeneExternalDatabase${dbName}Label`)"
@@ -1036,7 +1036,7 @@
                         describe variants relative to a RefSeq or Ensembl accession representing a gene.
                       </div>
                     </div>
-                    <div class="mavedb-wizard-content">
+                    <div class="mavedb-wizard-content flex items-center">
                       <ToggleSwitch
                         v-model="createdTargetGenes[targetIdx].isRelativeToChromosome"
                         :aria-labelledby="scopedId('input-targetDescribesChromosomeLabel')"
@@ -1189,7 +1189,7 @@
                       variants.
                     </div>
                   </div>
-                  <div class="mavedb-wizard-content">
+                  <div class="mavedb-wizard-content flex items-center">
                     <ToggleSwitch
                       v-model="investigatorIsProvidingScoreCalibrations"
                       :aria-labelledby="scopedId('input-investigatorIsProvidingScoreCalibrations')"
diff --git a/src/components/screens/ScoreSetEditor.vue b/src/components/screens/ScoreSetEditor.vue
index 45e47c0c..f83785f2 100644
--- a/src/components/screens/ScoreSetEditor.vue
+++ b/src/components/screens/ScoreSetEditor.vue
@@ -248,10 +248,6 @@
                     validationErrors.primaryPublicationIdentifiers
                   }}</span>
                 </div>
-                <Message v-if="experiment" closable severity="info">
-                  Some fields were autopopulated based on the selected experiment and should be inspected to ensure they
-                  are still relevant to this score set.
-                </Message>
                 <div class="field">
                   <FloatLabel variant="on">
                     <div v-if="extraMetadata">
@@ -734,7 +730,7 @@
                   </span>
 
                   <div class="field-column">
-                    <div class="field" style="margin-top: 1em">
+                    <div class="field mt-2 flex items-center">
                       <ToggleSwitch v-model="isBaseEditor" :aria-labelledby="scopedId('input-isBaseEditorData')" />
                       <span style="margin-left: 1em">{{
                         isBaseEditor
diff --git a/src/main.js b/src/main.js
index da2b41ce..357bbc25 100644
--- a/src/main.js
+++ b/src/main.js
@@ -92,20 +92,16 @@ const MaveDbTheme = definePreset(Aura, {
                   activeBackground: '{yellow.600}',
                   activeBorderColor: '{yellow.600}',
                 },
-              }
-            },
-            dark: {
-              root: {
-                warn: {
-                  background: '{yellow.400}',
-                  borderColor: '{yellow.400}',
-                  color: '{black.900}',
-                  hoverColor: '{black.900}',
-                  hoverBackground: '{yellow.500}',
-                  hoverBorderColor: '{yellow.500}',
-                  activeColor: '{black.900}',
-                  activeBackground: '{yellow.600}',
-                  activeBorderColor: '{yellow.600}',
+                secondary: {
+                  background: '{pink.400}',
+                  borderColor: '{pink.400}',
+                  color: '{surface.0}',
+                  hoverColor: '{surface.0}',
+                  hoverBackground: '{pink.500}',
+                  hoverBorderColor: '{pink.500}',
+                  activeColor: '{surface.0}',
+                  activeBackground: '{pink.600}',
+                  activeBorderColor: '{pink.600}',
                 },
               }
             },

From 9528d1a0e935c692c20faeba245e45eb30f91385 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Tue, 6 Jan 2026 14:37:17 -0800
Subject: [PATCH 106/157] Cleanup

---
 src/components/CalibrationEditor.vue       | 6 ------
 src/components/screens/ScoreSetCreator.vue | 2 --
 2 files changed, 8 deletions(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index eb75c6a1..27d76f31 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -960,12 +960,6 @@ export default {
       }
     },
 
-    // clearPublicationIdentifierSearch: function (refName: string) {
-    //   // This could change with a new Primevue version.
-    //   const input = this.$refs[refName]
-    //   input.$refs.focusInput.value = ''
-    // },
-
     searchPublicationIdentifiers: function (event: {query: string}) {
       const searchText = (event.query || '').trim()
       if (searchText.length > 0) {
diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 8195521e..79252e49 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -2708,8 +2708,6 @@ export default {
             }
 
             if (_.isEqual(_.first(path), 'targetGenes') && path.length >= 2) {
-              // this.minTargetGeneStepWithError = Math.min(this.minTargetGeneStepWithError, path[1])
-
               // Map errors on indexed external gene identifiers to inputs named for the identifier's database.
               if (_.isEqual(_.slice(path, 2, 3), ['externalIdentifiers'])) {
                 const identifierIndex = path[3]

From 2f96c2e9c7a1dd7e733da45413b8b9c2d17816e5 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Fri, 12 Dec 2025 17:01:53 -0800
Subject: [PATCH 107/157] feat: handle IGVF external links

---
 src/components/ScoreSetSecondaryMetadata.vue | 29 +++++++++++++++++---
 1 file changed, 25 insertions(+), 4 deletions(-)

diff --git a/src/components/ScoreSetSecondaryMetadata.vue b/src/components/ScoreSetSecondaryMetadata.vue
index 06cbd321..ffc5a350 100644
--- a/src/components/ScoreSetSecondaryMetadata.vue
+++ b/src/components/ScoreSetSecondaryMetadata.vue
@@ -69,10 +69,16 @@
       <EntityLink entity-type="scoreSet" :urn="urn" />
     </template>
   </div>
-  <div v-if="scoreSet.externalLinks?.ucscGenomeBrowser?.url">
-    <a class="flex space-x-2" :href="scoreSet.externalLinks.ucscGenomeBrowser.url" target="blank">
-      <img alt="UCSC Genome Browser" src="@/assets/logo-ucsc-genome-browser.png" style="height: 20px" />
-      <span>View in the UCSC Genome Browser</span>
+  <div v-if="scoreSet.externalLinks?.igvf?.url" class="external-link">
+    <a :href="scoreSet.externalLinks.igvf.url" target="blank">
+      <img alt="IGVF" src="@/assets/igvf-tag.png" />
+      View in the IGVF Portal
+    </a>
+  </div>
+  <div v-if="scoreSet.externalLinks?.ucscGenomeBrowser?.url" class="external-link">
+    <a :href="scoreSet.externalLinks.ucscGenomeBrowser.url" target="blank">
+      <img alt="UCSC Genome Browser" src="@/assets/logo-ucsc-genome-browser.png" />
+      View in the UCSC Genome Browser
     </a>
   </div>
 </template>
@@ -109,4 +115,19 @@ const sortedMetaAnalyzedByScoreSetUrns = computed(() => _.sortBy(props.scoreSet.
 .mavedb-contributor {
   margin: 0 0.5em;
 }
+.external-link {
+  display: block;
+}
+.external-link a {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+}
+.external-link img {
+  height: 20px;
+  width: auto;
+}
+.external-link img {
+  display: block;
+}
 </style>

From c34cfa4eeff9314111bd8d0f46af2fd0e5557067 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 16 Dec 2025 13:01:23 -0800
Subject: [PATCH 108/157] chore: update OpenAPI schema

Reflects changes in https://github.com/VariantEffect/mavedb-api/pull/619
---
 src/schema/openapi.d.ts | 29 ++++++++++++++++++++++-------
 1 file changed, 22 insertions(+), 7 deletions(-)

diff --git a/src/schema/openapi.d.ts b/src/schema/openapi.d.ts
index 4c96869e..5dd455a1 100644
--- a/src/schema/openapi.d.ts
+++ b/src/schema/openapi.d.ts
@@ -571,9 +571,9 @@ export interface paths {
      *     The index to start from. If None, starts from the beginning.
      * limit : Optional[int]
      *     The maximum number of variants to return. If None, returns all variants.
-     * namespaces: List[Literal["scores", "counts"]]
+     * namespaces: List[Literal["scores", "counts", "vep", "gnomad"]]
      *     The namespaces of all columns except for accession, hgvs_nt, hgvs_pro, and hgvs_splice.
-     *     We may add ClinVar and gnomAD in the future.
+     *     We may add ClinVar in the future.
      * drop_na_columns : bool, optional
      *     Whether to drop columns that contain only NA values. Defaults to False.
      * db : Session
@@ -2577,6 +2577,10 @@ export interface components {
       keywords: components["schemas"]["ExperimentControlledKeyword"][];
       /** Scoreseturns */
       scoreSetUrns: string[];
+      /** Externallinks */
+      externalLinks: {
+        [key: string]: components["schemas"]["ExternalLink"];
+      };
       /** Numscoresets */
       numScoreSets?: number | null;
       /** Processingstate */
@@ -2945,7 +2949,14 @@ export interface components {
       /** Offset */
       offset: number;
     };
-    /** ExternalLink */
+    /**
+     * ExternalLink
+     * @description Represents an external hyperlink for view models.
+     *
+     * Attributes:
+     *     url (Optional[str]): Fully qualified URL for the external resource.
+     *         May be None if no link is available or applicable.
+     */
     ExternalLink: {
       /** Url */
       url?: string | null;
@@ -4573,6 +4584,10 @@ export interface components {
       keywords: components["schemas"]["SavedExperimentControlledKeyword"][];
       /** Scoreseturns */
       scoreSetUrns: string[];
+      /** Externallinks */
+      externalLinks: {
+        [key: string]: components["schemas"]["ExternalLink"];
+      };
       /** Processingstate */
       processingState?: string | null;
     };
@@ -8749,9 +8764,9 @@ export interface operations {
    *     The index to start from. If None, starts from the beginning.
    * limit : Optional[int]
    *     The maximum number of variants to return. If None, returns all variants.
-   * namespaces: List[Literal["scores", "counts"]]
+   * namespaces: List[Literal["scores", "counts", "vep", "gnomad"]]
    *     The namespaces of all columns except for accession, hgvs_nt, hgvs_pro, and hgvs_splice.
-   *     We may add ClinVar and gnomAD in the future.
+   *     We may add ClinVar in the future.
    * drop_na_columns : bool, optional
    *     Whether to drop columns that contain only NA values. Defaults to False.
    * db : Session
@@ -8771,8 +8786,8 @@ export interface operations {
         start?: number;
         /** @description Maximum number of variants to return */
         limit?: number;
-        /** @description One or more data types to include: scores, counts, clinVar, gnomAD */
-        namespaces?: ("scores" | "counts")[];
+        /** @description One or more data types to include: scores, counts, clinVar, gnomAD, VEP */
+        namespaces?: ("scores" | "counts" | "vep" | "gnomad")[];
         drop_na_columns?: boolean | null;
         include_custom_columns?: boolean | null;
         include_post_mapped_hgvs?: boolean | null;

From 037c9c6bb4f714ae0f04d51af8bb684273525f9f Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 16 Dec 2025 13:01:29 -0800
Subject: [PATCH 109/157] fix: update IGVF link text for clarity

---
 src/components/ScoreSetSecondaryMetadata.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/components/ScoreSetSecondaryMetadata.vue b/src/components/ScoreSetSecondaryMetadata.vue
index ffc5a350..bc55b86f 100644
--- a/src/components/ScoreSetSecondaryMetadata.vue
+++ b/src/components/ScoreSetSecondaryMetadata.vue
@@ -72,7 +72,7 @@
   <div v-if="scoreSet.externalLinks?.igvf?.url" class="external-link">
     <a :href="scoreSet.externalLinks.igvf.url" target="blank">
       <img alt="IGVF" src="@/assets/igvf-tag.png" />
-      View in the IGVF Portal
+      Raw data available in the IGVF Portal
     </a>
   </div>
   <div v-if="scoreSet.externalLinks?.ucscGenomeBrowser?.url" class="external-link">

From 1032872980646d7efa331216db985c25f9a7ee7b Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 16 Dec 2025 13:03:55 -0800
Subject: [PATCH 110/157] feat: add external link to IGVF Portal in
 ExperimentView

---
 src/components/screens/ExperimentView.vue | 30 ++++++++++++++++++++---
 1 file changed, 27 insertions(+), 3 deletions(-)

diff --git a/src/components/screens/ExperimentView.vue b/src/components/screens/ExperimentView.vue
index 600d6bd6..88645c6d 100644
--- a/src/components/screens/ExperimentView.vue
+++ b/src/components/screens/ExperimentView.vue
@@ -70,8 +70,15 @@
           }}</router-link>
         </div>
         <div v-if="item.currentVersion">Current version {{ item.currentVersion }}</div>
-        <CollectionAdder class="mave-save-to-collection-button" data-set-type="experiment" :data-set-urn="item.urn" />
-
+        <div v-if="item.externalLinks?.igvf?.url" class="external-link">
+          <a :href="item.externalLinks.igvf.url" target="blank">
+            <img alt="IGVF" src="@/assets/igvf-tag.png" />
+            View this experiment in the IGVF Portal
+          </a>
+        </div>
+        <div style="margin-top: 1em">
+          <CollectionAdder class="mave-save-to-collection-button" data-set-type="experiment" :data-set-urn="item.urn" />
+        </div>
         <div class="mave-score-set-section-title">Score Sets</div>
         <div v-if="associatedScoreSets.length != 0">
           <ul class="list-disc pl-4">
@@ -528,6 +535,23 @@ export default {
 }
 
 .mave-save-to-collection-button {
-  margin: 1em 0;
+  margin: 1em;
+}
+
+/* External links */
+.external-link {
+  display: block;
+}
+.external-link a {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+}
+.external-link img {
+  height: 20px;
+  width: auto;
+}
+.external-link img {
+  display: block;
 }
 </style>

From fa060870a9fb28a8ad5e739b39aadde294aba51e Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 16 Dec 2025 13:31:54 -0800
Subject: [PATCH 111/157] feat: add linkifyTextHtml function for converting
 URLs to clickable links

---
 src/composition/formatters.ts |  3 ++-
 src/lib/formats.ts            | 36 +++++++++++++++++++++++++++++++++++
 2 files changed, 38 insertions(+), 1 deletion(-)

diff --git a/src/composition/formatters.ts b/src/composition/formatters.ts
index e7b05ae3..51736a2c 100644
--- a/src/composition/formatters.ts
+++ b/src/composition/formatters.ts
@@ -1,11 +1,12 @@
 import _ from 'lodash'
 import pluralize from 'pluralize'
 
-import {formatDate, formatInt} from '@/lib/formats'
+import {formatDate, formatInt, linkifyTextHtml} from '@/lib/formats'
 
 export default () => ({
   formatDate,
   formatInt,
+  linkifyTextHtml,
   pluralize,
   startCase: (s: string) => _.startCase(s)
 })
diff --git a/src/lib/formats.ts b/src/lib/formats.ts
index 31272ab4..e7affef5 100644
--- a/src/lib/formats.ts
+++ b/src/lib/formats.ts
@@ -12,3 +12,39 @@ export function formatInt(x: number | null) {
     maximumFractionDigits: 0
   })
 }
+
+/**
+ * Safely convert plain text containing URLs into HTML with clickable links.
+ * - Escapes HTML to prevent XSS
+ * - Linkifies http/https URLs and bare www. domains
+ * - Preserves trailing punctuation outside the link
+ */
+export function linkifyTextHtml(text: string | null | undefined): string {
+  if (!text) return ''
+
+  const escapeHtml = (s: string) =>
+    String(s)
+      .replace(/&/g, '&amp;')
+      .replace(/</g, '&lt;')
+      .replace(/>/g, '&gt;')
+      .replace(/"/g, '&quot;')
+      .replace(/'/g, '&#39;')
+
+  const escaped = escapeHtml(text)
+
+  // Linkify http/https URLs
+  let linked = escaped.replace(/\bhttps?:\/\/[^\s<)]+[\w\/#?=&%+\-._~]*\b[\)\]]?/gi, (raw) => {
+    let url = raw
+    const m = url.match(/[).,!?:;]+$/)
+    const trailing = m ? m[0] : ''
+    if (trailing) url = url.slice(0, -trailing.length)
+    return `<a href="${url}" target="_blank" rel="noopener noreferrer">${url}</a>${trailing}`
+  })
+
+  // Linkify bare www. domains
+  linked = linked.replace(/(^|[^\w/])(www\.[^\s<)]+)\b/gi, (match, pre, host) => {
+    return `${pre}<a href="http://${host}" target="_blank" rel="noopener noreferrer">${host}</a>`
+  })
+
+  return linked
+}

From 7145fcee3acd4bbc86b96ec8ad53cdb3a5886227 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 16 Dec 2025 13:32:01 -0800
Subject: [PATCH 112/157] feat: enable linkification of collection descriptions
 in CollectionView and CollectionsView

---
 src/components/screens/CollectionView.vue  | 14 ++++++++++++--
 src/components/screens/CollectionsView.vue | 12 +++++++++---
 2 files changed, 21 insertions(+), 5 deletions(-)

diff --git a/src/components/screens/CollectionView.vue b/src/components/screens/CollectionView.vue
index adff52ca..1f292c44 100644
--- a/src/components/screens/CollectionView.vue
+++ b/src/components/screens/CollectionView.vue
@@ -70,7 +70,11 @@
             @open="editCollectionDescription"
           >
             <template #display>
-              {{ item.description || '(Click here to add description)' }}
+              <!-- eslint-disable vue/no-v-html -->
+              <div
+                v-html="item.description ? linkifyTextHtml(item.description) : '(Click here to add description)'"
+              ></div>
+              <!-- eslint-enable vue/no-v-html -->
             </template>
             <template #content>
               <div class="flex mave-collection-description-editor">
@@ -87,7 +91,13 @@
           </Inplace>
         </div>
         <div v-else>
-          <div v-if="item.description" class="mave-collection-description">{{ item.description }}</div>
+          <!-- eslint-disable vue/no-v-html -->
+          <div
+            v-if="item.description"
+            class="mave-collection-description"
+            v-html="linkifyTextHtml(item.description)"
+          ></div>
+          <!-- eslint-enable vue/no-v-html -->
         </div>
       </div>
       <div class="mavedb-1000px-col">
diff --git a/src/components/screens/CollectionsView.vue b/src/components/screens/CollectionsView.vue
index 6809a913..79349be2 100644
--- a/src/components/screens/CollectionsView.vue
+++ b/src/components/screens/CollectionsView.vue
@@ -23,7 +23,13 @@
                 }}</router-link></template
               >
             </Column>
-            <Column class="mave-collection-description" field="description" header="Description" :sortable="true" />
+            <Column class="mave-collection-description" field="description" header="Description" :sortable="true">
+              <template #body="{data}">
+                <!-- eslint-disable-next-line vue/no-v-html -->
+                <span v-if="data.description" v-html="linkifyTextHtml(data.description)"></span>
+                <span v-else>—</span>
+              </template>
+            </Column>
             <Column
               body-class="mave-align-center"
               :field="(c) => (c.experimentUrns || []).length"
@@ -86,9 +92,9 @@ export default {
 
   setup: () => {
     useHead({title: 'My saved collections'})
-    
+
     return {
-      ...useFormatters(),
+      ...useFormatters()
     }
   },
 

From 5faa199cefe80f9e97f72bd04164b25b68e14c94 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 16 Dec 2025 13:32:12 -0800
Subject: [PATCH 113/157] feat: add IGVF resource links to HomeScreen

---
 src/components/screens/HomeScreen.vue | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index 29d86891..86b6438d 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -94,6 +94,20 @@
           <template #title><h2 class="mt-0">News</h2></template>
           <template #content>
             <ul class="ml-2 list-disc space-y-4">
+              <li>
+                <p>
+                  MaveDB is an official
+                    <a href="https://catalog.igvf.org/" target="_blank">
+                      <img alt="IGVF" src="@/assets/igvf-tag.png" style="height: 20px; vertical-align: middle;" />
+                    </a> 
+                  Data Resource! You can now find data from MaveDB datasets in the
+                  <a href="https://catalog.igvf.org/" target="_blank">IGVF Data Catalog</a>.
+                </p>
+                <p>
+                  In addition, many MaveDB score sets now have links to view the corresponding raw data in the
+                  <a href="https://portal.igvf.org/" target="_blank">IGVF Data Portal</a>.
+                </p>
+              </li>
               <li>
                 <p>Tracks for many score sets are now available on the UCSC Genome Browser.</p>
                 <p class="mt-2">

From cff8985a638baeb925f6a2578028a24a93fa8da5 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 6 Jan 2026 11:19:20 -0800
Subject: [PATCH 114/157] fix: image not found in built distributions

The relative import of the IGVF badge icon was sufficient for local development, but the badge icon was not being found by the built package.
---
 src/components/CollectionBadge.vue | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/src/components/CollectionBadge.vue b/src/components/CollectionBadge.vue
index 4f78380d..907ebb02 100644
--- a/src/components/CollectionBadge.vue
+++ b/src/components/CollectionBadge.vue
@@ -11,13 +11,14 @@
 <script lang="ts">
 import Tag from 'primevue/tag'
 import {defineComponent} from 'vue'
+import igvfTagImage from '@/assets/igvf-tag.png'
 
 const BUILT_IN_BADGE_CLASSES: {[key: string]: string} = {
   IGVF: 'mavedb-collection-badge-igvf'
 }
 
 const BUILT_IN_BADGE_IMAGE_ASSETS: {[key: string]: string} = {
-  IGVF: '../assets/igvf-tag.png'
+  IGVF: igvfTagImage
 }
 
 export default defineComponent({
@@ -37,8 +38,7 @@ export default defineComponent({
     },
 
     badgeImage: function () {
-      const asset = BUILT_IN_BADGE_IMAGE_ASSETS[this.collection.badgeName]
-      return asset ? new URL(asset, import.meta.url).href : undefined
+      return BUILT_IN_BADGE_IMAGE_ASSETS[this.collection.badgeName] || undefined
     },
 
     badgeNameIsLink: function () {

From 0bb7b6dd4b9256d0bdc3275f4443c5433fbfb657 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 7 Jan 2026 10:00:01 -0800
Subject: [PATCH 115/157] Fix alignment of img elements on HomeScreen and
 CollectionBadge after rebase

---
 src/components/CollectionBadge.vue    | 4 ++--
 src/components/screens/HomeScreen.vue | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/components/CollectionBadge.vue b/src/components/CollectionBadge.vue
index 907ebb02..e0ef51d1 100644
--- a/src/components/CollectionBadge.vue
+++ b/src/components/CollectionBadge.vue
@@ -1,8 +1,8 @@
 <template>
   <div class="mavedb-collection-badge">
     <router-link :to="{name: 'collection', params: {urn: collection.urn}}">
-      <img v-if="badgeImage" :alt="collection.name" :class="badgeClassName" :src="badgeImage" />
-      <img v-else-if="badgeNameIsLink" :alt="collection.name" :class="badgeClassName" :src="collection.badgeName" />
+      <img v-if="badgeImage" :alt="collection.name" :class="`inline ${badgeClassName}`" :src="badgeImage" />
+      <img v-else-if="badgeNameIsLink" :alt="collection.name" :class="`inline ${badgeClassName}`" :src="collection.badgeName" />
       <Tag v-else :class="badgeClassName" rounded :value="collection.badgeName" />
     </router-link>
   </div>
diff --git a/src/components/screens/HomeScreen.vue b/src/components/screens/HomeScreen.vue
index 86b6438d..df688e33 100644
--- a/src/components/screens/HomeScreen.vue
+++ b/src/components/screens/HomeScreen.vue
@@ -98,8 +98,8 @@
                 <p>
                   MaveDB is an official
                     <a href="https://catalog.igvf.org/" target="_blank">
-                      <img alt="IGVF" src="@/assets/igvf-tag.png" style="height: 20px; vertical-align: middle;" />
-                    </a> 
+                      <img class="inline h-5 mb-1" alt="IGVF" src="@/assets/igvf-tag.png" />
+                    </a>
                   Data Resource! You can now find data from MaveDB datasets in the
                   <a href="https://catalog.igvf.org/" target="_blank">IGVF Data Catalog</a>.
                 </p>

From 4cd4156c8748dffa98200bd3ccda275540b66c17 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 15 Dec 2025 12:07:19 -0800
Subject: [PATCH 116/157] feat: treat heatmap tooltip as an overlay panel

Enhancements to the heatmap selection tooltip to treat it more as an overlay panel than a tooltip.
- Added the ability to close/minimize the tooltip.
    - Added a close button to the top right of the tooltip.
    - Clicking outside of the tooltip (inside the heatmap container) will also close the tooltip. Note that a body watcher was also considered, but was decided on being too aggresive given the amount of interactive elements on the page.
- Altered the behavior for clicking a selected datum:
    - If the tooltip was been dismissed: bring it up again
    - If the tooltip is up: deselect the datum
    - If the datum is unselected: select it and bring up the tooltip
- Added an instanceId retain a reference to a constructed heatmap when multiple are registered
- Improved the positioning of tooltips which would have overflowed the right of the current viewport.
---
 src/lib/heatmap.ts | 95 +++++++++++++++++++++++++++++++++++++++++++---
 1 file changed, 89 insertions(+), 6 deletions(-)

diff --git a/src/lib/heatmap.ts b/src/lib/heatmap.ts
index bbf5f280..f22f1e38 100644
--- a/src/lib/heatmap.ts
+++ b/src/lib/heatmap.ts
@@ -1,5 +1,6 @@
 import * as d3 from 'd3'
 import _ from 'lodash'
+import {v4 as uuidv4} from 'uuid'
 
 type FieldGetter<T> = (d: HeatmapDatum) => T
 type Getter<T> = () => T
@@ -165,6 +166,7 @@ export interface Heatmap {
 }
 
 export default function makeHeatmap(): Heatmap {
+  const instanceId: string = uuidv4()
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
   // Read/write properties
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -273,6 +275,10 @@ export default function makeHeatmap(): Heatmap {
   let yAxisSvg: d3.Selection<SVGElement, any, any, any> | null = null
   let hoverTooltip: d3.Selection<HTMLDivElement, any, any, any> | null = null
   let selectionTooltip: d3.Selection<HTMLDivElement, any, any, any> | null = null
+  let selectionTooltipVisible: boolean = false
+
+  // Handlers
+  let containerClickHandlerRegistered: boolean = false
 
   // Scales
   const xScale: d3.ScaleBand<number> = d3.scaleBand()
@@ -410,7 +416,19 @@ export default function makeHeatmap(): Heatmap {
   }
 
   const click = function (event: MouseEvent, d: HeatmapDatum) {
+    // Prevent container-scoped outside-click handler from closing selection tooltip on datum clicks
+    event.stopPropagation()
     const target = event.target
+
+    // If clicking the already-selected datum while tooltip is hidden, re-show the tooltip without deselecting.
+    if (selectedDatum === d && !selectionTooltipVisible) {
+      showTooltip(selectionTooltip, selectedDatum)
+      positionSelectionTooltip()
+      selectionTooltipVisible = true
+      return
+    }
+
+    // Otherwise, select/update as usual.
     refreshSelectedDatum(d, true)
 
     if (datumSelected) {
@@ -423,6 +441,7 @@ export default function makeHeatmap(): Heatmap {
 
     // Hide the hover tooltip.
     hideTooltip(hoverTooltip)
+    // Showing selection tooltip implies it is visible; handled in updateSelectionTooltipAfterRefresh
   }
 
   const heatmapMainMousedown = function (event: MouseEvent) {
@@ -635,6 +654,10 @@ export default function makeHeatmap(): Heatmap {
   const mouseover = (event: MouseEvent, d: HeatmapDatum) => {
     if (!selectionStartPoint) {
       const target = event.target
+      // Don't show hover tooltip when over the selected datum and selection tooltip is visible.
+      if (selectedDatum === d && selectionTooltipVisible) {
+        return
+      }
       refreshHoverDatum(d)
 
       if (target instanceof Element) {
@@ -718,11 +741,51 @@ export default function makeHeatmap(): Heatmap {
       .style('border-width', '2px')
       .style('border-radius', '5px')
       .style('color', '#000')
-      .style('padding', '5px')
+      .style('padding', '8px 10px')
       .style('line-height', '1.5')
       .style('position', 'relative')
       .style('width', 'fit-content')
       .style('z-index', 1)
+
+    // Create persistent inner content container and close button once
+    selectionTooltip
+      .append('div')
+      .attr('class', 'hm-popover-content')
+      .style('position', 'relative')
+      .style('padding-right', '18px')
+
+    selectionTooltip
+      .append('button')
+      .attr('class', 'hm-popover-close')
+      .attr('aria-label', 'Close selection tooltip')
+      .style('position', 'absolute')
+      .style('top', '0px')
+      .style('right', '5px')
+      .style('border', 'none')
+      .style('background', 'none')
+      .style('font-size', '20px')
+      .style('line-height', '1')
+      .style('cursor', 'pointer')
+      .style('color', '#FF0919')
+      .text('×')
+      // Close button click: hide the selection tooltip. Note that we intentionally do NOT clear selectedDatum here.
+      .on('click', () => {
+        hideTooltip(selectionTooltip)
+      })
+
+    // Scoped outside-click: register only once per instance
+    if (_container && !containerClickHandlerRegistered) {
+      d3.select(_container).on(`click.heatmap-popover-${instanceId}`, (event: MouseEvent) => {
+        const target = event.target as Element
+        const tooltipEl = selectionTooltip?.node()
+        if (!tooltipEl) return
+        // If click is inside the tooltip, ignore.
+        if (tooltipEl.contains(target)) return
+        // Otherwise, close the selection tooltip. We intentionally do NOT clear selectedDatum here.
+        hideTooltip(selectionTooltip)
+      })
+      containerClickHandlerRegistered = true
+    }
   }
 
   const showTooltip = (tooltip: d3.Selection<HTMLDivElement, any, any, any> | null, datum: HeatmapDatum | null) => {
@@ -731,7 +794,16 @@ export default function makeHeatmap(): Heatmap {
         const html = tooltipHtml(datum)
 
         if (html && tooltip) {
-          tooltip.html(html)
+          if (tooltip === selectionTooltip) {
+            // Update only inner content; button is persistent
+            tooltip.select('.hm-popover-content').html(html)
+            selectionTooltipVisible = true
+
+            // Hide hover tooltip when selection tooltip is shown.
+            hideTooltip(hoverTooltip)
+          } else {
+            tooltip.html(html)
+          }
           tooltip.style('display', 'block')
         }
       }
@@ -755,6 +827,9 @@ export default function makeHeatmap(): Heatmap {
   const hideTooltip = (tooltip: d3.Selection<HTMLDivElement, any, any, any> | null) => {
     if (tooltip) {
       tooltip.style('display', 'none')
+      if (tooltip === selectionTooltip) {
+        selectionTooltipVisible = false
+      }
     }
   }
 
@@ -781,9 +856,6 @@ export default function makeHeatmap(): Heatmap {
       // does not take up any vertical space in the document, despite being rentered with relative position.
       selectionTooltip.style('margin-bottom', -tooltipHeight + 'px')
 
-      // TODO: Bug- Drawing the selection tooltip makes the SVG scroll container add tooltipHeight worth of height
-      //            to the scroll container.
-
       // Show the tooltip to the left of the datum node if it would overflow from the right side of the heatmap container.
       if (
         left + effectiveMargins.left + 1.5 * nodeSize.width + tooltipWidth >
@@ -791,7 +863,10 @@ export default function makeHeatmap(): Heatmap {
       ) {
         selectionTooltip
           // When drawing the tooltip to the right of the node, the width of the tooltip influences how far to move it.
-          .style('left', left - 0.5 * tooltipWidth - nodeSize.width + 0.5 * strokeWidth(true) + 'px')
+          .style(
+            'left',
+            -1 * (effectiveMargins.left - left) - 0.25 * tooltipWidth - nodeSize.width + 0.5 * strokeWidth(true) + 'px'
+          )
       } else {
         selectionTooltip.style(
           'left',
@@ -865,6 +940,10 @@ export default function makeHeatmap(): Heatmap {
         svg.remove()
         svg = null
       }
+      // Remove this instance's container click handler
+      if (_container) {
+        d3.select(_container).on(`click.heatmap-popover-${instanceId}`, null)
+      }
       if (_wrapper) {
         yAxisSvg?.remove()
         yAxisSvg = null
@@ -888,6 +967,10 @@ export default function makeHeatmap(): Heatmap {
       _wrapper = wrapper || null
 
       if (_container) {
+        // Ensure this instance's container click handler is unregistered.
+        d3.select(_container).on(`click.heatmap-popover-${instanceId}`, null)
+        containerClickHandlerRegistered = false
+
         svg = d3.select(_container).html(null).append('svg')
         svg.append('defs')
         // Draw the legend after applying the margins.

From aabd314656a082bd73aa987f161ee527b830b94b Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 15 Dec 2025 12:55:58 -0800
Subject: [PATCH 117/157] feat: treat histogram tooltip as an overlay panel
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

- Histogram selection tooltip upgraded to an overlay panel with persistent content and a close button; outside-click closes within container; handlers cleaned up on destroy/render.
- Bin click behavior standardized: clicking an unselected bin selects + shows panel; clicking the selected bin re-shows panel (datum content if available); clicks don’t deselect; stopPropagation prevents accidental close.
- Hover behavior refined: hover shows hover tooltip and hides selection panel; panel only returns on click.
- Positioning fixed: tooltip uses bin width for spacing, flips to avoid overflow, and clamps within container bounds; improved vertical placement.
- Selection events added: binSelected callback emits on bin selection, datum selection (after resolving bin), and clear to inform external components.
---
 src/lib/histogram.ts | 235 ++++++++++++++++++++++++++++++++++---------
 1 file changed, 186 insertions(+), 49 deletions(-)

diff --git a/src/lib/histogram.ts b/src/lib/histogram.ts
index c1df530e..d434aa92 100644
--- a/src/lib/histogram.ts
+++ b/src/lib/histogram.ts
@@ -152,6 +152,12 @@ export interface Histogram {
   renderShader: Accessor<string | null, Histogram>
   renderShaderTitles: Accessor<'show' | 'hide' | 'auto', Histogram>
 
+  // Events
+  selectionChanged: Accessor<
+    ((payload: {bin: HistogramBin | null; datum: HistogramDatum | null; source: 'histogram'}) => void) | null,
+    Histogram
+  >
+
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
   // Getters
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -169,6 +175,7 @@ export interface Histogram {
 }
 
 export default function makeHistogram(): Histogram {
+  const instanceId: string = uuidv4()
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
   // Read/write properties
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -205,6 +212,11 @@ export default function makeHistogram(): Histogram {
   let renderShader: string | null = null
   let renderShaderTitles: 'show' | 'hide' | 'auto' = 'auto'
 
+  // Events
+  let selectionChangedCallback:
+    | ((payload: {bin: HistogramBin | null; datum: HistogramDatum | null; source: 'histogram'}) => void)
+    | null = null
+
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
   // Read-only properties
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -240,6 +252,9 @@ export default function makeHistogram(): Histogram {
   let svg: d3.Selection<SVGSVGElement, any, any, any> | null = null
   let tooltip: d3.Selection<HTMLDivElement, any, any, any> | null = null
   let selectionTooltip: d3.Selection<HTMLDivElement, any, any, any> | null = null
+  let selectionTooltipVisible: boolean = false
+  // Handlers
+  let containerClickHandlerRegistered: boolean = false
 
   // Scales
   const xScale = d3.scaleLinear()
@@ -374,16 +389,24 @@ export default function makeHistogram(): Histogram {
     refreshHighlighting()
 
     if (target instanceof Element) {
-      // Show the mouseover tooltip, and hide the tooltip for any currently selected variant.
+      // Show hover tooltip and hide selection tooltip during hover.
+      if (hoverBin && hoverBin === selectedBin) {
+        showSelectionTooltip(false)
+        return
+      }
       if (tooltip) {
         showTooltip(tooltip, hoverBin, null)
+        hideSelectionTooltip()
       }
-      hideSelectionTooltip()
     }
   }
 
   const mousemove = (event: MouseEvent) => {
     if (tooltip) {
+      // If hovering over the selected bin, don't reposition/show hover tooltip.
+      if (selectedBin && hoverBin && hoverBin === selectedBin) {
+        return
+      }
       // Move tooltip to be 50px to the right of the pointer.
       tooltip
         .style('left', d3.pointer(event, document.body)[0] + 50 + 'px')
@@ -401,9 +424,6 @@ export default function makeHistogram(): Histogram {
     if (tooltip) {
       tooltip.style('display', 'none')
     }
-
-    // Show the selection tooltip, if there is a selection.
-    showSelectionTooltip()
   }
 
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -434,10 +454,49 @@ export default function makeHistogram(): Histogram {
       .style('border-width', '2px')
       .style('border-radius', '5px')
       .style('color', '#000')
-      .style('padding', '5px')
+      .style('padding', '8px 10px')
       .style('position', 'relative')
       .style('width', 'fit-content')
       .style('z-index', 1)
+
+    // Create persistent inner content container and close button once
+    selectionTooltip
+      .append('div')
+      .attr('class', 'hg-popover-content')
+      .style('position', 'relative')
+      .style('padding-right', '18px')
+
+    selectionTooltip
+      .append('button')
+      .attr('class', 'hg-popover-close')
+      .attr('aria-label', 'Close selection details')
+      .style('position', 'absolute')
+      .style('top', '0px')
+      .style('right', '5px')
+      .style('border', 'none')
+      .style('background', 'none')
+      .style('font-size', '20px')
+      .style('line-height', '1')
+      .style('cursor', 'pointer')
+      .style('color', '#FF0919')
+      .text('×')
+      .on('click', () => {
+        hideSelectionTooltip()
+      })
+
+    // Scoped outside-click: register only once per instance
+    if (_container && !containerClickHandlerRegistered) {
+      d3.select(_container).on(`click.histogram-popover-${instanceId}`, (event: MouseEvent) => {
+        const target = event.target as Element
+        const tooltipEl = selectionTooltip?.node()
+        if (!tooltipEl) return
+        // Ignore clicks inside the tooltip
+        if (tooltipEl.contains(target)) return
+        // Close selection tooltip without clearing selection
+        hideSelectionTooltip()
+      })
+      containerClickHandlerRegistered = true
+    }
   }
 
   const showTooltip = (
@@ -461,7 +520,13 @@ export default function makeHistogram(): Histogram {
       )
 
       if (html) {
-        tooltip.html(html)
+        if (tooltip === selectionTooltip) {
+          // Update only inner content; button is persistent
+          tooltip.select('.hg-popover-content').html(html)
+          selectionTooltipVisible = true
+        } else {
+          tooltip.html(html)
+        }
         tooltip.style('display', 'block')
       }
     }
@@ -471,7 +536,7 @@ export default function makeHistogram(): Histogram {
   // Selection tooltip management
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
-  const showSelectionTooltip = () => {
+  const showSelectionTooltip = (persist: boolean) => {
     if (selectionTooltip) {
       // Don't show the tooltip if no bin is selected. (A bin can be selected without a datum, but not vice versa.)
       if (!selectedBin) {
@@ -479,44 +544,68 @@ export default function makeHistogram(): Histogram {
       } else {
         showTooltip(selectionTooltip, selectedBin, selectedDatum)
         positionSelectionTooltip()
+        selectionTooltipVisible = selectionTooltipVisible || persist
       }
     }
   }
 
   const positionSelectionTooltip = function () {
-    if (selectionTooltip && selectedBin) {
-      const documentWidth = document.body.clientWidth
+    if (selectionTooltip && selectedBin && _container) {
+      // The buffer between the tooltip and the bin it is associated with.
+      const bufferPx = 10
+
+      // Anchor points relative to the chart
+      const anchorLeft = xScale(selectedBin.x1) + effectiveMargins.left
+      let anchorTop = -(yScale(0) - yScale(selectedBin.yMax)) - effectiveMargins.bottom
+      const binWidthPx = xScale(selectedBin.x1) - xScale(selectedBin.x0)
+
+      // Current scroll position of the container's parent (if horizontally scrollable)
+      const scrollLeft = _container.parentElement?.scrollLeft || 0
+      const containerWidth = _container.clientWidth
+
+      // Place tooltip to the right of the bin using the bin width as buffer
+      selectionTooltip.style('left', `${anchorLeft + bufferPx}px`)
+
+      // Measure tooltip
+      const tooltipRect = selectionTooltip.node()?.getBoundingClientRect()
+      const tooltipWidth = tooltipRect?.width || 0
+      const tooltipHeight = tooltipRect?.height || 0
+      const topBorderWidth = selectionTooltip.node()?.clientTop || 0
 
-      // Tooltip position relative to SVG, and therefore also relative to the offset parent, which should be _container
-      const left = xScale(selectedBin.x1) + effectiveMargins.left
-      let top = -(yScale(0) - yScale(selectedBin.yMax)) - effectiveMargins.bottom
+      // Determine absolute right edge within the container viewport
+      const rightEdge = scrollLeft + containerWidth
 
-      selectionTooltip
-        // Add a small buffer area to the left side of the tooltip so it doesn't overlap with the bin.
-        .style('left', `${left + 5}px`)
-        // Ensure the tooltip doesn't extend outside of the histogram container.
-        .style('max-width', `${documentWidth - left}px`)
+      // Prospective right position of tooltip (anchorLeft + binWidth + width)
+      const prospectiveRight = anchorLeft + binWidthPx + tooltipWidth
 
-      // Having set the max width, get the height and border.
-      const tooltipHeight = selectionTooltip.node()?.clientHeight || 0
-      const topBorderWidth = selectionTooltip.node()?.clientTop || 0
+      // Flip horizontally if overflowing the container viewport
+      if (prospectiveRight > rightEdge) {
+        // Flip to the left side using bin width as the separation from the bar
+        selectionTooltip.style('left', `${anchorLeft - tooltipWidth - binWidthPx - bufferPx}px`)
+      }
 
-      // Move the tooltip above the x-axis if it would have obscured it.
-      if (top > -(tooltipHeight + effectiveMargins.bottom)) {
-        top -= tooltipHeight
+      // Vertical placement: move above x-axis if it would overlap
+      if (anchorTop > -(tooltipHeight + effectiveMargins.bottom)) {
+        anchorTop -= tooltipHeight
       }
 
       selectionTooltip
-        // Add a small buffer to the vertical placement of the tooltip so it doesn't overlap with the axis.
-        .style('top', `${top - 15}px`)
-        // A pretty silly workaround for the fact that this div is relatively positioned and would otherwise take up
-        // space in the document flow.
+        .style('top', `${anchorTop - bufferPx}px`)
+        // Prevent the relatively positioned div from affecting layout flow
         .style('margin-bottom', `${-height - topBorderWidth * 2}px`)
+
+      // Clamp horizontally inside container bounds (left not before 0, right not beyond width)
+      const leftPx = parseFloat(selectionTooltip.style('left')) || 0
+      const minLeft = 0
+      const maxLeft = containerWidth - tooltipWidth
+      const clampedLeft = Math.max(minLeft, Math.min(maxLeft, leftPx))
+      selectionTooltip.style('left', `${clampedLeft}px`)
     }
   }
 
   const hideSelectionTooltip = () => {
     selectionTooltip?.style('display', 'none')
+    selectionTooltipVisible = false
   }
 
   const updateSelectionAfterRefresh = () => {
@@ -526,7 +615,7 @@ export default function makeHistogram(): Histogram {
       selectedBin = selectedBinIndex == null ? null : bins[selectedBinIndex]
     }
     if (selectedBin) {
-      showSelectionTooltip()
+      showSelectionTooltip(true)
     } else {
       hideSelectionTooltip()
     }
@@ -621,6 +710,10 @@ export default function makeHistogram(): Histogram {
         svg.remove()
         svg = null
       }
+      // Remove this instance's container click handler
+      if (_container) {
+        d3.select(_container).on(`click.histogram-popover-${instanceId}`, null)
+      }
       if (tooltip) {
         tooltip.remove()
         tooltip = null
@@ -637,6 +730,9 @@ export default function makeHistogram(): Histogram {
       _container = container
 
       if (_container) {
+        // Ensure this instance's container click handler is unregistered
+        d3.select(_container).on(`click.histogram-popover-${instanceId}`, null)
+        containerClickHandlerRegistered = false
         svg = d3.select(_container).html(null).append('svg')
         svg.append('defs')
         const mainGroup = svg
@@ -862,15 +958,43 @@ export default function makeHistogram(): Histogram {
           .on('mouseover', mouseover)
           .on('mousemove', mousemove)
           .on('mouseleave', mouseleave)
+          .on('click', function (event: MouseEvent, bin: HistogramBin) {
+            // Prevent container outside-click from closing when clicking a datum region
+            event.stopPropagation()
+            if (selectedBin === bin) {
+              // If clicking the selected bin: always show the tooltip,
+              // and prefer datum-specific content when a datum is selected.
+              // Do not deselect on click.
+              showSelectionTooltip(true)
+              if (selectionChangedCallback)
+                selectionChangedCallback({bin: selectedBin, datum: selectedDatum, source: 'histogram'})
+            } else {
+              // Unselected: select and bring up tooltip
+              selectedBin = bin
+              selectedDatum = null
+              refreshHighlighting()
+              if (selectionChangedCallback)
+                selectionChangedCallback({bin: selectedBin, datum: selectedDatum, source: 'histogram'})
+              showSelectionTooltip(true)
+            }
+          })
 
-        // Hover target is the full height of the chart.
+        // Hover target covers only the shaded (bin) region, not the full chart height.
+        const minHoverPx = 20
         hovers
           .append('rect')
           .attr('class', () => `histogram-hover-target`)
           .attr('x', (d) => xScale(d.x0))
           .attr('width', (d) => xScale(d.x1) - xScale(d.x0))
-          .attr('y', () => yScale(yMax))
-          .attr('height', () => yScale(0) - yScale(yMax))
+          .attr('y', (d) => {
+            const currentHeight = yScale(0) - yScale(d.yMax)
+            const extra = Math.max(0, minHoverPx - currentHeight)
+            return yScale(d.yMax) - extra
+          })
+          .attr('height', (d) => {
+            const currentHeight = yScale(0) - yScale(d.yMax)
+            return Math.max(minHoverPx, currentHeight)
+          })
           .style('fill', 'transparent') // Necessary for mouse events to fire.
 
         // However, only the largest bin is highlighted on hover.
@@ -957,21 +1081,19 @@ export default function makeHistogram(): Histogram {
             .style('visibility', (d) => (renderShaderTitles !== 'hide' && d.title ? 'visible' : 'hidden'))
             .text((d) => d.title)
 
-            // Hide shader titles which do not fit inside their region if the user has requested automatic title rendering.
-            if (renderShaderTitles === 'auto') {
-              shaderG
-                .select('text')
-                .each(function (d) {
-                  const node = this as SVGTextElement
-                  const span = visibleShaderRegion(d)
-                  const regionPixelWidth = xScale(span.max) - xScale(span.min)
-                  const textWidth = node.getBBox().width
-
-                  if (textWidth > regionPixelWidth) {
-                    d3.select(node).style('visibility', 'hidden')
-                  }
-                })
-            }
+          // Hide shader titles which do not fit inside their region if the user has requested automatic title rendering.
+          if (renderShaderTitles === 'auto') {
+            shaderG.select('text').each(function (d) {
+              const node = this as SVGTextElement
+              const span = visibleShaderRegion(d)
+              const regionPixelWidth = xScale(span.max) - xScale(span.min)
+              const textWidth = node.getBBox().width
+
+              if (textWidth > regionPixelWidth) {
+                d3.select(node).style('visibility', 'hidden')
+              }
+            })
+          }
 
           // Draw the shader thresholds.
           const shaderThresholds = activeShader
@@ -1028,13 +1150,16 @@ export default function makeHistogram(): Histogram {
       selectedDatum = null
       refreshHighlighting()
       hideSelectionTooltip()
+      if (selectionChangedCallback) selectionChangedCallback({bin: null, datum: null, source: 'histogram'})
     },
 
     selectBin: (binIndex: number) => {
       selectedBin = bins[binIndex] || null
       selectedDatum = null
       refreshHighlighting()
-      showSelectionTooltip()
+      if (selectionChangedCallback)
+        selectionChangedCallback({bin: selectedBin, datum: selectedDatum, source: 'histogram'})
+      showSelectionTooltip(true)
     },
 
     selectDatum: (datum: HeatmapDatum) => {
@@ -1045,7 +1170,9 @@ export default function makeHistogram(): Histogram {
       selectedBin = selectedBinIndex == null ? null : bins[selectedBinIndex]
 
       refreshHighlighting()
-      showSelectionTooltip()
+      if (selectionChangedCallback)
+        selectionChangedCallback({bin: selectedBin, datum: selectedDatum, source: 'histogram'})
+      showSelectionTooltip(true)
     },
 
     ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -1188,6 +1315,16 @@ export default function makeHistogram(): Histogram {
       return chart
     },
 
+    selectionChanged: (
+      value?: ((payload: {bin: HistogramBin | null; datum: HistogramDatum | null; source: 'histogram'}) => void) | null
+    ) => {
+      if (value === undefined) {
+        return selectionChangedCallback
+      }
+      selectionChangedCallback = value
+      return chart
+    },
+
     ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
     // Getters
     ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////

From 513f15962c07205bb45d9740c3f4f1a701f4f4b5 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 15 Dec 2025 13:30:35 -0800
Subject: [PATCH 118/157] feat: add bins getter to histogram interface

---
 src/lib/histogram.ts | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/src/lib/histogram.ts b/src/lib/histogram.ts
index d434aa92..65162a94 100644
--- a/src/lib/histogram.ts
+++ b/src/lib/histogram.ts
@@ -165,6 +165,8 @@ export interface Histogram {
   // Selection
   selectedBin: Getter<HistogramBin | null>
   selectedDatum: Getter<HistogramDatum | null>
+  // Bins
+  bins: Getter<HistogramBin[]>
 
   // Container
   container: Getter<HTMLElement | null>
@@ -1337,7 +1339,9 @@ export default function makeHistogram(): Histogram {
 
     height: () => height,
 
-    width: () => width
+    width: () => width,
+
+    bins: () => bins
   }
 
   return chart

From 4bf6e97ec9cf6f90234fe743518782f1e2f5fa6c Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 15 Dec 2025 13:32:32 -0800
Subject: [PATCH 119/157] feat: emit selection changes from ScoreSetHistogram

In addition, implements an interface for selecting a bin based on a bins [x0, x1] range. This is useful for keeping bins in sync across histogram instances on the same page.
---
 src/components/ScoreSetHistogram.vue | 41 +++++++++++++++++++++++-----
 1 file changed, 34 insertions(+), 7 deletions(-)

diff --git a/src/components/ScoreSetHistogram.vue b/src/components/ScoreSetHistogram.vue
index 40155e49..1a90e5da 100644
--- a/src/components/ScoreSetHistogram.vue
+++ b/src/components/ScoreSetHistogram.vue
@@ -2,13 +2,9 @@
   <div class="mavedb-histogram-controls">
     <Tabs v-if="hasTabBar" v-model:value="activeViz">
       <TabList>
-        <Tab
-          v-for="(option, index) of vizOptions"
-          :key="index"
-          :value="index"
-        >
+        <Tab v-for="(option, index) of vizOptions" :key="index" :value="index">
           {{ option.label }}
-        </tab>
+        </Tab>
       </TabList>
     </Tabs>
     <div v-if="showCalibrations" class="mavedb-histogram-thresholds-control">
@@ -240,10 +236,14 @@ export default defineComponent({
       type: String,
       default: null,
       required: false
+    },
+    lockSelection: {
+      type: Boolean,
+      default: false
     }
   },
 
-  emits: ['exportChart', 'calibrationChanged'],
+  emits: ['exportChart', 'calibrationChanged', 'selection-changed'],
 
   setup: () => {
     return {
@@ -982,6 +982,18 @@ export default defineComponent({
       )
     },
 
+    // Sync API: select a bin by its [x0, x1] range.
+    // Useful for coordinating selection across multiple histograms.
+    // Note that only bins with identical ranges will be selected.
+    syncSelectBin(bin: HistogramBin | null) {
+      if (!bin || !this.histogram) return
+      const currentBins = this.histogram.bins()
+      const idx = currentBins.findIndex((b) => (b.x0 ?? 0) === bin.x0 && (b.x1 ?? 0) === bin.x1)
+      if (idx != null) {
+        this.histogram.selectBin(idx)
+      }
+    },
+
     renderOrRefreshHistogram: function () {
       if (!this.histogram) {
         this.histogram = makeHistogram()
@@ -992,6 +1004,7 @@ export default defineComponent({
           .valueField((variant: Variant) => variant.scores.score)
           .accessorField((variant: Variant) => variant.accession)
           .tooltipHtml(this.tooltipHtmlGetter)
+          .selectionChanged(this.onHistogramSelectionChanged)
       }
 
       // benefits typing. The histogram will always be defined by now from the above.
@@ -1034,6 +1047,20 @@ export default defineComponent({
       }
     },
 
+    onHistogramSelectionChanged(payload: {bin: HistogramBin | null; datum: Variant | null; source: 'histogram'}) {
+      if (this.lockSelection) {
+        const currentAccession = (this.externalSelection as any)?.accession
+        const nextAccession = (payload?.datum as any)?.accession
+        // Block clears and changes; immediately restore selection
+        if (!nextAccession || (currentAccession && nextAccession !== currentAccession)) {
+          if (this.histogram && this.externalSelection) {
+            this.histogram.selectDatum(this.externalSelection as any)
+          }
+          return
+        }
+      }
+      this.$emit('selection-changed', payload)
+    },
     loadClinicalControls: async function () {
       if (
         this.controlDb &&

From f5b90bf9b21113eb0d812e4ed947c419295f73bc Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 15 Dec 2025 13:32:45 -0800
Subject: [PATCH 120/157] feat: lock selection in ScoreSetHistogram to maintain
 focus on the variant

---
 src/components/VariantMeasurementView.vue | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/src/components/VariantMeasurementView.vue b/src/components/VariantMeasurementView.vue
index 4c4ed244..85ec096d 100644
--- a/src/components/VariantMeasurementView.vue
+++ b/src/components/VariantMeasurementView.vue
@@ -107,10 +107,12 @@
             <ScoreSetHistogram
               ref="histogram"
               :external-selection="variantScores"
+              :lock-selection="true"
               :score-set="variant.scoreSet"
               :selected-calibration="selectedCalibration"
               :variants="scores"
               @calibration-changed="updateCalibration"
+              @selection-changed="onHistogramSelectionChanged"
             />
           </div>
           <div v-else>
@@ -360,6 +362,10 @@ export default defineComponent({
     },
     updateCalibration: function (calibration: string | null) {
       this.selectedCalibration = calibration
+    },
+    onHistogramSelectionChanged: function (payload: any) {
+      // Selection is locked; ignore changes to keep the variant focused.
+      return
     }
   }
 })

From a208b4cf14a585f581df5e1477c5861512d451da Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 15 Dec 2025 13:33:59 -0800
Subject: [PATCH 121/157] feat: add selection change handling to synchronize
 variant and histogram selections

---
 src/components/screens/ScoreSetView.vue | 39 ++++++++++++++++++++++++-
 1 file changed, 38 insertions(+), 1 deletion(-)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index ca7a5949..52bc101a 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -101,6 +101,7 @@
             :variants="variants"
             @calibration-changed="(calibration) => childComponentSelectedCalibration(calibration, 0)"
             @export-chart="setHistogramExport"
+            @selection-changed="onHistogramSelectionChanged"
           />
         </div>
         <div
@@ -121,6 +122,7 @@
             :variants="variants"
             @calibration-changed="(calibration) => childComponentSelectedCalibration(calibration, 1)"
             @export-chart="setHistogramExport"
+            @selection-changed="onHistogramSelectionChanged"
           />
         </div>
         <div v-if="selectedCalibrationObjects[1]" class="mavedb-score-set-calibration-table">
@@ -548,7 +550,8 @@ export default {
     },
     annotatedDownloadInProgress: false,
     annotatedDownloadProgress: 0,
-    streamController: null
+    streamController: null,
+    syncingBinSelection: false
   }),
 
   computed: {
@@ -1152,6 +1155,40 @@ export default {
       const selectedVariant = this.variants.find((v) => v.accession == variant.accession)
       this.selectedVariant = Object.assign(selectedVariant, preferredVariantLabel(selectedVariant))
     },
+    onHistogramSelectionChanged: function (payload) {
+      // Sync selected variant with histogram selection changes.
+      const accession = payload?.datum?.accession || payload?.datum?.urn
+      if (accession) {
+        const selectedVariant = this.variants.find((v) => v.accession == accession)
+        this.selectedVariant = selectedVariant
+          ? Object.assign(selectedVariant, preferredVariantLabel(selectedVariant))
+          : null
+      } else {
+        // Bin-only selection: keep histograms' bin selections in sync.
+        if (this.syncingBinSelection || !payload?.bin) return
+        this.syncingBinSelection = true
+        try {
+          // Determine source and target refs; if one is missing, attempt both.
+          const dist = this.$refs.distHistogram
+          const clinical = this.$refs.clinicalHistogram
+          // Sync the other histogram(s) to the same bin.
+          if (dist && clinical) {
+            // If the event likely came from dist, sync clinical, and vice versa.
+            // We can't reliably identify the source; update both to be safe.
+            dist.syncSelectBin(payload.bin)
+            clinical.syncSelectBin(payload.bin)
+          } else if (dist) {
+            dist.syncSelectBin(payload.bin)
+          } else if (clinical) {
+            clinical.syncSelectBin(payload.bin)
+          }
+        } finally {
+          this.syncingBinSelection = false
+        }
+        // Clear variant focus when no datum is selected.
+        this.selectedVariant = null
+      }
+    },
     childComponentSelectedCalibration: function (calibration, idx) {
       this.selectedCalibrations[idx] = calibration
     },

From 16d118d5bd8ab4c3cabc626fc9c39e223534575e Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 15 Dec 2025 13:47:53 -0800
Subject: [PATCH 122/157] feat: hide hover tooltip when selection tooltip is
 shown

---
 src/lib/histogram.ts | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/lib/histogram.ts b/src/lib/histogram.ts
index 65162a94..1564346f 100644
--- a/src/lib/histogram.ts
+++ b/src/lib/histogram.ts
@@ -547,6 +547,7 @@ export default function makeHistogram(): Histogram {
         showTooltip(selectionTooltip, selectedBin, selectedDatum)
         positionSelectionTooltip()
         selectionTooltipVisible = selectionTooltipVisible || persist
+        tooltip?.style('display', 'none')
       }
     }
   }

From 393981b1533e1aeb85b5bda58cd25d09fdbcd987 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 15 Dec 2025 13:48:42 -0800
Subject: [PATCH 123/157] fix: prevent clearing internal bin selection when
 switching from datum based selection to bin based selection

---
 src/components/ScoreSetHistogram.vue | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/src/components/ScoreSetHistogram.vue b/src/components/ScoreSetHistogram.vue
index 1a90e5da..3be84d0c 100644
--- a/src/components/ScoreSetHistogram.vue
+++ b/src/components/ScoreSetHistogram.vue
@@ -828,7 +828,12 @@ export default defineComponent({
           if (newValue) {
             this.histogram.selectDatum(newValue)
           } else {
-            this.histogram.clearSelection()
+            // Do not clear internal bin selection when external datum is cleared.
+            // This prevents a click from needing two taps when switching from a datum to a bin.
+            const hasSelectedBin = !!this.histogram.selectedBin()
+            if (!hasSelectedBin) {
+              this.histogram.clearSelection()
+            }
           }
         }
       }

From 4c3fe4dc8132ae8937d7460999e07d57fc435e69 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Mon, 15 Dec 2025 14:42:48 -0800
Subject: [PATCH 124/157] fix: update tooltip behavior to maintain selection
 tooltip visibility during hover

---
 src/lib/histogram.ts | 31 +++++++++++++++++++++----------
 1 file changed, 21 insertions(+), 10 deletions(-)

diff --git a/src/lib/histogram.ts b/src/lib/histogram.ts
index 1564346f..161ae832 100644
--- a/src/lib/histogram.ts
+++ b/src/lib/histogram.ts
@@ -391,14 +391,15 @@ export default function makeHistogram(): Histogram {
     refreshHighlighting()
 
     if (target instanceof Element) {
-      // Show hover tooltip and hide selection tooltip during hover.
+      // Show hover tooltip; do not hide selection tooltip when hovering selected bin.
       if (hoverBin && hoverBin === selectedBin) {
         showSelectionTooltip(false)
         return
       }
       if (tooltip) {
         showTooltip(tooltip, hoverBin, null)
-        hideSelectionTooltip()
+        // Temporarily hide selection tooltip during hover, but remember visibility
+        hideSelectionTooltip(true)
       }
     }
   }
@@ -426,6 +427,11 @@ export default function makeHistogram(): Histogram {
     if (tooltip) {
       tooltip.style('display', 'none')
     }
+
+    // Restore selection tooltip after hover only if it was visible at hover start and a bin remains selected.
+    if (selectionTooltipVisible && selectedBin) {
+      showSelectionTooltip(true)
+    }
   }
 
   //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -483,7 +489,8 @@ export default function makeHistogram(): Histogram {
       .style('color', '#FF0919')
       .text('×')
       .on('click', () => {
-        hideSelectionTooltip()
+        // Close selection tooltip explicitly; do not mark it for restoration.
+        hideSelectionTooltip(false)
       })
 
     // Scoped outside-click: register only once per instance
@@ -494,8 +501,8 @@ export default function makeHistogram(): Histogram {
         if (!tooltipEl) return
         // Ignore clicks inside the tooltip
         if (tooltipEl.contains(target)) return
-        // Close selection tooltip without clearing selection
-        hideSelectionTooltip()
+        // Close selection tooltip without clearing selection, and do not restore on hover end.
+        hideSelectionTooltip(false)
       })
       containerClickHandlerRegistered = true
     }
@@ -525,7 +532,6 @@ export default function makeHistogram(): Histogram {
         if (tooltip === selectionTooltip) {
           // Update only inner content; button is persistent
           tooltip.select('.hg-popover-content').html(html)
-          selectionTooltipVisible = true
         } else {
           tooltip.html(html)
         }
@@ -546,6 +552,7 @@ export default function makeHistogram(): Histogram {
       } else {
         showTooltip(selectionTooltip, selectedBin, selectedDatum)
         positionSelectionTooltip()
+        // Showing the selection tooltip sets its visibility state.
         selectionTooltipVisible = selectionTooltipVisible || persist
         tooltip?.style('display', 'none')
       }
@@ -606,9 +613,13 @@ export default function makeHistogram(): Histogram {
     }
   }
 
-  const hideSelectionTooltip = () => {
+  const hideSelectionTooltip = (hideForHover: boolean) => {
     selectionTooltip?.style('display', 'none')
-    selectionTooltipVisible = false
+    // When hiding for hover, do not change visibility state so we can restore on mouseleave.
+    // Otherwise, explicitly mark as not visible.
+    if (!hideForHover) {
+      selectionTooltipVisible = false
+    }
   }
 
   const updateSelectionAfterRefresh = () => {
@@ -620,7 +631,7 @@ export default function makeHistogram(): Histogram {
     if (selectedBin) {
       showSelectionTooltip(true)
     } else {
-      hideSelectionTooltip()
+      hideSelectionTooltip(false)
     }
   }
 
@@ -1152,7 +1163,7 @@ export default function makeHistogram(): Histogram {
       selectedBin = null
       selectedDatum = null
       refreshHighlighting()
-      hideSelectionTooltip()
+      hideSelectionTooltip(false)
       if (selectionChangedCallback) selectionChangedCallback({bin: null, datum: null, source: 'histogram'})
     },
 

From 7c684e59dea8c73c1c65d0ee2832f9b2cc546603 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 7 Jan 2026 12:07:12 -0800
Subject: [PATCH 125/157] feat: keep histogram selected bin highlighted and
 increase outline width to differentiate from hovered bin

---
 src/lib/histogram.ts | 20 ++++++++++++--------
 1 file changed, 12 insertions(+), 8 deletions(-)

diff --git a/src/lib/histogram.ts b/src/lib/histogram.ts
index 161ae832..d660b1ac 100644
--- a/src/lib/histogram.ts
+++ b/src/lib/histogram.ts
@@ -3,6 +3,7 @@ import $ from 'jquery'
 import _ from 'lodash'
 import {v4 as uuidv4} from 'uuid'
 import {HeatmapDatum} from './heatmap'
+import { style } from 'd3'
 
 type FieldGetter<T> = ((d: HistogramDatum) => T) | string
 type Getter<T> = () => T
@@ -640,21 +641,24 @@ export default function makeHistogram(): Histogram {
   ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
 
   const hoverOpacity = (d: HistogramBin) => {
-    // Don't highlight the bin if no serie has any data in this bin.
+    // Don't highlight the bin if no series has any data in this bin.
     if (!d.seriesBins.some((bin) => bin.length > 0)) {
       return 0
     }
-    // If the cursor is hovering over a bin, ignore the selection and just highlight the hovered bin.
-    if (hoverBin) {
-      return d == hoverBin ? 1 : 0
-    }
-    // Highlight the selected bin if there is one.
-    return d == selectedBin ? 1 : 0
+    // Highlight selected and hovered bins.
+    return ((hoverBin && d == hoverBin) || d == selectedBin) ? 1 : 0
+  }
+
+  const hoverStrokeWidth = (d: HistogramBin) => {
+    // Make the selected bin's border slightly thicker than hovered bins
+    return d == selectedBin ? '2' : '1.5'
   }
 
   const refreshHighlighting = () => {
     if (svg) {
-      svg.selectAll('.histogram-hover-highlight').style('opacity', (d) => hoverOpacity(d as HistogramBin))
+      svg.selectAll('.histogram-hover-highlight')
+        .style('opacity', (d) => hoverOpacity(d as HistogramBin))
+        .style('stroke-width', (d) => hoverStrokeWidth(d as HistogramBin))
     }
   }
 

From 1e7bd4371f9527f553793abe7b584df8bc675201 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 7 Jan 2026 12:46:39 -0800
Subject: [PATCH 126/157] Clamp top position of histogram selection tooltip to
 keep within container bounds

---
 src/lib/histogram.ts | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/lib/histogram.ts b/src/lib/histogram.ts
index d660b1ac..88685335 100644
--- a/src/lib/histogram.ts
+++ b/src/lib/histogram.ts
@@ -600,8 +600,9 @@ export default function makeHistogram(): Histogram {
         anchorTop -= tooltipHeight
       }
 
+      // Clamp vertically to keep tooltip inside container bounds
       selectionTooltip
-        .style('top', `${anchorTop - bufferPx}px`)
+        .style('top', `clamp(${-(_container.clientHeight - bufferPx)}px, ${anchorTop - bufferPx}px, ${-(tooltipHeight + bufferPx)}px)`)
         // Prevent the relatively positioned div from affecting layout flow
         .style('margin-bottom', `${-height - topBorderWidth * 2}px`)
 

From 8afe5e77509b3f2fedeb223f53559731d18fc93a Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 7 Jan 2026 16:56:44 -0800
Subject: [PATCH 127/157] Determine target ref for syncing selected bins of
 histograms on ScoreSetView

---
 src/components/screens/ScoreSetView.vue | 22 +++++++---------------
 1 file changed, 7 insertions(+), 15 deletions(-)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 52bc101a..f918e5b6 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -101,7 +101,7 @@
             :variants="variants"
             @calibration-changed="(calibration) => childComponentSelectedCalibration(calibration, 0)"
             @export-chart="setHistogramExport"
-            @selection-changed="onHistogramSelectionChanged"
+            @selection-changed="(payload) => onHistogramSelectionChanged(payload, {syncTarget: 'clinicalHistogram'})"
           />
         </div>
         <div
@@ -122,7 +122,7 @@
             :variants="variants"
             @calibration-changed="(calibration) => childComponentSelectedCalibration(calibration, 1)"
             @export-chart="setHistogramExport"
-            @selection-changed="onHistogramSelectionChanged"
+            @selection-changed="(payload) => onHistogramSelectionChanged(payload, {syncTarget: 'distHistogram'})"
           />
         </div>
         <div v-if="selectedCalibrationObjects[1]" class="mavedb-score-set-calibration-table">
@@ -1155,7 +1155,7 @@ export default {
       const selectedVariant = this.variants.find((v) => v.accession == variant.accession)
       this.selectedVariant = Object.assign(selectedVariant, preferredVariantLabel(selectedVariant))
     },
-    onHistogramSelectionChanged: function (payload) {
+    onHistogramSelectionChanged: function (payload, options) {
       // Sync selected variant with histogram selection changes.
       const accession = payload?.datum?.accession || payload?.datum?.urn
       if (accession) {
@@ -1168,19 +1168,11 @@ export default {
         if (this.syncingBinSelection || !payload?.bin) return
         this.syncingBinSelection = true
         try {
-          // Determine source and target refs; if one is missing, attempt both.
-          const dist = this.$refs.distHistogram
-          const clinical = this.$refs.clinicalHistogram
+          // Determine target ref based on source ref name
+          const target = this.$refs[options?.syncTarget]
           // Sync the other histogram(s) to the same bin.
-          if (dist && clinical) {
-            // If the event likely came from dist, sync clinical, and vice versa.
-            // We can't reliably identify the source; update both to be safe.
-            dist.syncSelectBin(payload.bin)
-            clinical.syncSelectBin(payload.bin)
-          } else if (dist) {
-            dist.syncSelectBin(payload.bin)
-          } else if (clinical) {
-            clinical.syncSelectBin(payload.bin)
+          if (target) {
+            target.syncSelectBin(payload.bin)
           }
         } finally {
           this.syncingBinSelection = false

From 859fe6f59e285e415b6e7c03bb5b510914140a4d Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 7 Jan 2026 20:53:35 -0800
Subject: [PATCH 128/157] Lock selection on ScoreSetHistogram when variant is
 selected from ScoreSetView

This avoids the problem of switching from a selected datum on the histogram to a selected bin only, which was resulting in the newly selected bin being cleared by the function called from the watcher on externalSelection. A more robust solution would be needed to support switching directly between selected variants and bins, to avoid the issue of the externalSelection watcher calling the histogram's clearSelection method a second time.
---
 src/components/ScoreSetHistogram.vue    | 9 +++------
 src/components/screens/ScoreSetView.vue | 2 ++
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/src/components/ScoreSetHistogram.vue b/src/components/ScoreSetHistogram.vue
index 3be84d0c..1e8b2476 100644
--- a/src/components/ScoreSetHistogram.vue
+++ b/src/components/ScoreSetHistogram.vue
@@ -828,10 +828,7 @@ export default defineComponent({
           if (newValue) {
             this.histogram.selectDatum(newValue)
           } else {
-            // Do not clear internal bin selection when external datum is cleared.
-            // This prevents a click from needing two taps when switching from a datum to a bin.
-            const hasSelectedBin = !!this.histogram.selectedBin()
-            if (!hasSelectedBin) {
+            if (!this.lockSelection) {
               this.histogram.clearSelection()
             }
           }
@@ -1006,8 +1003,8 @@ export default defineComponent({
           .bottomAxisLabel('Functional Score')
           .leftAxisLabel('Number of Variants')
           .numBins(30)
-          .valueField((variant: Variant) => variant.scores.score)
-          .accessorField((variant: Variant) => variant.accession)
+          .valueField((variant: Variant) => variant?.scores?.score)
+          .accessorField((variant: Variant) => variant?.accession)
           .tooltipHtml(this.tooltipHtmlGetter)
           .selectionChanged(this.onHistogramSelectionChanged)
       }
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index f918e5b6..3bb791a3 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -96,6 +96,7 @@
             :default-histogram="'distribution'"
             :external-selection="variantToVisualize"
             :hide-start-and-stop-loss-by-default="hideStartAndStopLoss"
+            :lock-selection="variantToVisualize != null"
             :score-set="item"
             :selected-calibration="selectedCalibrations[0]"
             :variants="variants"
@@ -117,6 +118,7 @@
             :default-histogram="'clinical'"
             :external-selection="variantToVisualize"
             :hide-start-and-stop-loss-by-default="hideStartAndStopLoss"
+            :lock-selection="variantToVisualize != null"
             :score-set="item"
             :selected-calibration="selectedCalibrations[1]"
             :variants="variants"

From 0aa622a2ba8aa3de54f6c7517865507d99e004af Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Thu, 8 Jan 2026 11:19:02 -0800
Subject: [PATCH 129/157] Exclude variants with non-numeric score values from
 ScoreSetView variant search results

---
 src/components/screens/ScoreSetView.vue | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 3bb791a3..9578af7f 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -1064,6 +1064,8 @@ export default {
     variantSearch: function (event) {
       const matches = []
       for (const variant of this.variants) {
+        if (!_.isNumber(variant.scores?.score)) continue
+
         if (variantNotNullOrNA(variant.hgvs_nt) && variant.hgvs_nt.toLowerCase().includes(event.query.toLowerCase())) {
           matches.push(Object.assign(variant, {mavedb_label: variant.hgvs_nt}))
         } else if (

From b3eef7a6868b62f392cf2c961631fa9591ef3d76 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 23 Dec 2025 11:17:11 -0800
Subject: [PATCH 130/157] chore: remove home link from toolbar

---
 src/components/layout/Toolbar.vue | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/src/components/layout/Toolbar.vue b/src/components/layout/Toolbar.vue
index 97c8cb1e..9ebd5a11 100644
--- a/src/components/layout/Toolbar.vue
+++ b/src/components/layout/Toolbar.vue
@@ -19,7 +19,7 @@
           <img v-else alt="MaveDB" src="@/assets/logo-mavedb.png" />
         </router-link>
         <div style="display: inline-block; margin-left: 40px">
-          <div class="p-inputgroup" style="max-width: 300px; width: 300px; display: flex; align-items: stretch;">
+          <div class="p-inputgroup" style="max-width: 300px; width: 300px; display: flex; align-items: stretch">
             <InputText
               ref="searchTextInput"
               v-model="searchText"
@@ -99,10 +99,6 @@ export default {
           route: '/dashboard',
           available: ({authenticated}) => authenticated
         },
-        {
-          label: 'Home',
-          route: '/'
-        },
         ...(config.CLINICAL_FEATURES_ENABLED
           ? [
               {

From e26076f14f44565b94b3e1845a526c57d0d71f66 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Thu, 8 Jan 2026 12:39:09 -0800
Subject: [PATCH 131/157] Replace Toolbar inline styling with tailwind classes

---
 src/components/layout/Toolbar.vue | 36 +++++++++++++++----------------
 1 file changed, 17 insertions(+), 19 deletions(-)

diff --git a/src/components/layout/Toolbar.vue b/src/components/layout/Toolbar.vue
index 9ebd5a11..a220b4d2 100644
--- a/src/components/layout/Toolbar.vue
+++ b/src/components/layout/Toolbar.vue
@@ -18,25 +18,23 @@
           <img v-if="config.PREVIEW_SITE" alt="MaveDB Beta Site" src="@/assets/logo-mavedb-beta.png" />
           <img v-else alt="MaveDB" src="@/assets/logo-mavedb.png" />
         </router-link>
-        <div style="display: inline-block; margin-left: 40px">
-          <div class="p-inputgroup" style="max-width: 300px; width: 300px; display: flex; align-items: stretch">
-            <InputText
-              ref="searchTextInput"
-              v-model="searchText"
-              class="rounded-r-none! w-full"
-              placeholder="Search"
-              size="small"
-              type="search"
-              @keyup.enter="search"
-            />
-            <Button
-              class="rounded-l-none!"
-              :enabled="searchText && searchText.length > 0"
-              icon="pi pi-search"
-              size="small"
-              @click="search"
-            />
-          </div>
+        <div class="flex w-[300px] ml-10">
+          <InputText
+            ref="searchTextInput"
+            v-model="searchText"
+            class="rounded-r-none! w-full"
+            placeholder="Search"
+            size="small"
+            type="search"
+            @keyup.enter="search"
+          />
+          <Button
+            class="rounded-l-none!"
+            :enabled="searchText && searchText.length > 0"
+            icon="pi pi-search"
+            size="small"
+            @click="search"
+          />
         </div>
       </template>
       <template #item="{item, props, hasSubmenu}">

From eeaa0a29f0ed1a4b31e1ba7a03f73f2a02c2d51e Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Thu, 8 Jan 2026 12:45:08 -0800
Subject: [PATCH 132/157] doc: Add comment for TODO#608

---
 src/components/ScoreSetHistogram.vue | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/src/components/ScoreSetHistogram.vue b/src/components/ScoreSetHistogram.vue
index 1e8b2476..4d4877a6 100644
--- a/src/components/ScoreSetHistogram.vue
+++ b/src/components/ScoreSetHistogram.vue
@@ -822,6 +822,8 @@ export default defineComponent({
         this.renderOrRefreshHistogram()
       }
     },
+    // TODO#608: Address circularity between externalSelection parent updates and selection changed events from
+    //           the child histogram.
     externalSelection: {
       handler: function (newValue) {
         if (this.histogram) {

From 265101602b7e0d316b33ca25ad59312db086cc5c Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Thu, 8 Jan 2026 13:23:35 -0800
Subject: [PATCH 133/157] feat: integrate linkify-html for converting URLs to
 clickable links in linkifyTextHtml function

---
 package-lock.json  | 17 +++++++++++++++++
 package.json       |  2 ++
 src/lib/formats.ts | 35 +++++++++++++++++------------------
 3 files changed, 36 insertions(+), 18 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index c7552b76..ec5aa90a 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -42,6 +42,8 @@
         "jsonpath-plus": "^10.3.0",
         "jsonwebtoken": "^9.0.2",
         "jszip": "^3.10.1",
+        "linkify-html": "^4.3.2",
+        "linkifyjs": "^4.3.2",
         "lodash": "^4.17.21",
         "marked": "^11.1.0",
         "moment": "^2.29.4",
@@ -6712,6 +6714,21 @@
         "url": "https://opencollective.com/parcel"
       }
     },
+    "node_modules/linkify-html": {
+      "version": "4.3.2",
+      "resolved": "https://registry.npmjs.org/linkify-html/-/linkify-html-4.3.2.tgz",
+      "integrity": "sha512-RozNgrfSFrNQlprJSZIN7lF+ZVPj5Pz8POQcu1PYGAUhL9tKtvtWcOXOmlXjuGGEWHtC6gt6Q2U4+VUq9ELmng==",
+      "license": "MIT",
+      "peerDependencies": {
+        "linkifyjs": "^4.0.0"
+      }
+    },
+    "node_modules/linkifyjs": {
+      "version": "4.3.2",
+      "resolved": "https://registry.npmjs.org/linkifyjs/-/linkifyjs-4.3.2.tgz",
+      "integrity": "sha512-NT1CJtq3hHIreOianA8aSXn6Cw0JzYOuDQbOrSPe7gqFnCpKP++MQe3ODgO3oh2GJFORkAAdqredOa60z63GbA==",
+      "license": "MIT"
+    },
     "node_modules/lit": {
       "version": "3.3.0",
       "resolved": "https://registry.npmjs.org/lit/-/lit-3.3.0.tgz",
diff --git a/package.json b/package.json
index d28a0213..536018ef 100644
--- a/package.json
+++ b/package.json
@@ -43,6 +43,8 @@
     "jsonpath-plus": "^10.3.0",
     "jsonwebtoken": "^9.0.2",
     "jszip": "^3.10.1",
+    "linkify-html": "^4.3.2",
+    "linkifyjs": "^4.3.2",
     "lodash": "^4.17.21",
     "marked": "^11.1.0",
     "moment": "^2.29.4",
diff --git a/src/lib/formats.ts b/src/lib/formats.ts
index e7affef5..806b5840 100644
--- a/src/lib/formats.ts
+++ b/src/lib/formats.ts
@@ -1,4 +1,6 @@
 import moment from 'moment'
+import {Opts} from 'linkifyjs'
+import linkifyHtml from 'linkify-html'
 
 export function formatDate(x: string) {
   return moment(x).format('MMM DD, YYYY')
@@ -16,12 +18,23 @@ export function formatInt(x: number | null) {
 /**
  * Safely convert plain text containing URLs into HTML with clickable links.
  * - Escapes HTML to prevent XSS
- * - Linkifies http/https URLs and bare www. domains
- * - Preserves trailing punctuation outside the link
+ * - Linkifies URLs via linkify-html
+ *
+ * @param text The plain text to linkify.
+ * @param options Optional linkify-html options.
+ * @returns The linkified HTML string.
  */
-export function linkifyTextHtml(text: string | null | undefined): string {
+export function linkifyTextHtml(text: string | null | undefined, options?: Opts): string {
   if (!text) return ''
 
+  const defaultOptions = {
+    defaultProtocol: 'https',
+    target: {
+      url: '_blank'
+    },
+    rel: 'noopener noreferrer'
+  }
+
   const escapeHtml = (s: string) =>
     String(s)
       .replace(/&/g, '&amp;')
@@ -32,19 +45,5 @@ export function linkifyTextHtml(text: string | null | undefined): string {
 
   const escaped = escapeHtml(text)
 
-  // Linkify http/https URLs
-  let linked = escaped.replace(/\bhttps?:\/\/[^\s<)]+[\w\/#?=&%+\-._~]*\b[\)\]]?/gi, (raw) => {
-    let url = raw
-    const m = url.match(/[).,!?:;]+$/)
-    const trailing = m ? m[0] : ''
-    if (trailing) url = url.slice(0, -trailing.length)
-    return `<a href="${url}" target="_blank" rel="noopener noreferrer">${url}</a>${trailing}`
-  })
-
-  // Linkify bare www. domains
-  linked = linked.replace(/(^|[^\w/])(www\.[^\s<)]+)\b/gi, (match, pre, host) => {
-    return `${pre}<a href="http://${host}" target="_blank" rel="noopener noreferrer">${host}</a>`
-  })
-
-  return linked
+  return linkifyHtml(escaped, {...defaultOptions, ...options})
 }

From 91e020d822285724f610c17b4df41f2aab764d41 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Wed, 24 Dec 2025 15:23:40 -0800
Subject: [PATCH 134/157] feat: make variant cards clickable to navigate to the
 variant view

---
 .../screens/SearchVariantsScreen.vue          | 29 ++++++++++---------
 1 file changed, 16 insertions(+), 13 deletions(-)

diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index f4bcba1d..e4e45351 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -198,21 +198,9 @@
       </div>
       <div ref="searchResults" v-if="searchResultsVisible">
         <div v-for="(allele, alleleIdx) in alleles" :key="allele.clingenAlleleId" class="col-12">
-          <Card>
+          <Card @click="openAlleleInVariantView(allele)" class="clickable-variant-card">
             <template #content>
               <div class="variant-search-result">
-                <div
-                  v-if="
-                    allele.variants.nucleotide.length > 0 ||
-                    allele.variants.protein.length > 0 ||
-                    allele.variants.associatedNucleotide.length > 0
-                  "
-                  class="variant-search-result-button"
-                >
-                  <router-link :to="`/variants/${allele.clingenAlleleId}`">
-                    <Button icon="pi pi-eye" label="View in MaveMD Clinical View" />
-                  </router-link>
-                </div>
                 <div class="variant-search-result-content">
                   <!-- TODO handle no canonical allele name or just leave blank? -->
                   <div class="variant-search-result-title">
@@ -597,6 +585,11 @@ export default defineComponent({
   },
 
   methods: {
+    openAlleleInVariantView: function (allele: any) {
+      if (allele.clingenAlleleId) {
+        this.router.push({ name: 'variant', params: { clingenAlleleId: allele.clingenAlleleId } })
+      }
+    },
     getScoreSetShortName: function (scoreSet: ScoreSet) {
       return getScoreSetShortName(scoreSet)
     },
@@ -1227,4 +1220,14 @@ th {
   padding: 0 5px;
   vertical-align: top;
 }
+/* Card clickability and external link button styles */
+.clickable-variant-card {
+  cursor: pointer;
+  transition: box-shadow 0.2s, border-color 0.2s;
+  position: relative;
+}
+.clickable-variant-card:hover {
+  box-shadow: 0 0 0 2px #1976d2, 0 2px 8px rgba(25, 118, 210, 0.15);
+  border-color: #1976d2;
+}
 </style>

From 637948313a965814db38984cf553ae6ff0f302e0 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Wed, 24 Dec 2025 15:36:03 -0800
Subject: [PATCH 135/157] fix: replace misplaced <p> tag causing formatting
 faliures

---
 .../screens/SearchVariantsScreen.vue          | 67 ++++++++++---------
 1 file changed, 34 insertions(+), 33 deletions(-)

diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index e4e45351..8f58c596 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -45,12 +45,7 @@
           </IconField>
           <Button class="p-3!" @click="defaultSearch">Search</Button>
           <div class="mavedb-clear-search-button-container">
-            <Button
-              :disabled="!searchIsClearable"
-              icon="pi pi-times"
-              rounded
-              @click="clearSearch"
-            />
+            <Button :disabled="!searchIsClearable" icon="pi pi-times" rounded @click="clearSearch" />
           </div>
         </div>
         <div class="mavedb-search-form-view-switch">
@@ -62,20 +57,23 @@
             {{ searchSuggestionsVisible ? 'Hide search examples' : 'Show search examples' }}
           </Button>
         </div>
-        <div v-if="searchSuggestionsVisible" class="mavedb-search-suggestions">
-          <p>
-            Examples of supported searches:
-            <ul class="ml-5 list-disc">
-              <li v-for="option in searchTypeOptions" :key="option.code">
-                {{ option.name }}
-                <template v-for="(example, index) in option.examples" :key="example">
-                  <span v-if="index > 0">•</span>
-                  <span v-tooltip.top="'Click to search'" class="mavedb-search-example" @click="searchForText($event, option.code)">{{ example }}</span>
-                </template>
-                <template v-if="option.code=='hgvs'">(supports a variety of HGVS formats)</template>
-              </li>
-            </ul>
-          </p>
+        <div v-if="searchSuggestionsVisible" class="mavedb-search-suggestions m-auto">
+          <div>Examples of supported searches:</div>
+          <ul class="list-disc ml-5">
+            <li v-for="option in searchTypeOptions" :key="option.code">
+              {{ option.name }}
+              <template v-for="(example, index) in option.examples" :key="example">
+                <span v-if="index > 0">•</span>
+                <span
+                  v-tooltip.top="'Click to search'"
+                  class="mavedb-search-example"
+                  @click="searchForText($event, option.code)"
+                  >{{ example }}</span
+                >
+              </template>
+              <template v-if="option.code == 'hgvs'">(supports a variety of HGVS formats)</template>
+            </li>
+          </ul>
         </div>
       </div>
       <div v-if="fuzzySearchVisible" class="mavedb-search-form">
@@ -410,7 +408,7 @@ export default defineComponent({
         {code: 'hgvs', name: 'HGVS', examples: ['ENST00000473961.6:c.-19-2A>T', 'NP_000242.1:p.Asn566Thr']},
         {code: 'clinGenAlleleId', name: 'ClinGen Allele ID', examples: ['CA10590195', 'PA2579983208']},
         {code: 'dbSnpRsId', name: 'dbSNP rsID', examples: ['rs900082291', '900082291']},
-        {code: 'clinVarVariationId', name: 'ClinVar Variation ID', examples: ['869058']},
+        {code: 'clinVarVariationId', name: 'ClinVar Variation ID', examples: ['869058']}
       ],
       inputGene: null as string | null,
       inputVariantType: null as string | null,
@@ -587,7 +585,7 @@ export default defineComponent({
   methods: {
     openAlleleInVariantView: function (allele: any) {
       if (allele.clingenAlleleId) {
-        this.router.push({ name: 'variant', params: { clingenAlleleId: allele.clingenAlleleId } })
+        this.router.push({name: 'variant', params: {clingenAlleleId: allele.clingenAlleleId}})
       }
     },
     getScoreSetShortName: function (scoreSet: ScoreSet) {
@@ -636,10 +634,8 @@ export default defineComponent({
       this.alleles = []
     },
     showSearch(searchMethod: 'fuzzy' | 'default' = 'default') {
-
       this.defaultSearchVisible = searchMethod == 'default'
       this.fuzzySearchVisible = searchMethod == 'fuzzy'
-
     },
     defaultSearch: async function () {
       this.searchResultsVisible = true
@@ -667,7 +663,7 @@ export default defineComponent({
             this.toast.add({
               severity: 'error',
               summary: 'Invalid search',
-              detail: `Please provide a valid ClinGen Allele ID (e.g. ${_.join(_.find(this.searchTypeOptions, { code: searchType })?.examples, ', ')})`,
+              detail: `Please provide a valid ClinGen Allele ID (e.g. ${_.join(_.find(this.searchTypeOptions, {code: searchType})?.examples, ', ')})`,
               life: 10000
             })
             return
@@ -678,7 +674,7 @@ export default defineComponent({
             this.toast.add({
               severity: 'error',
               summary: 'Invalid search',
-              detail: `Please provide a valid dbSNP rsID (e.g. ${_.join(_.find(this.searchTypeOptions, { code: searchType })?.examples, ', ')})`,
+              detail: `Please provide a valid dbSNP rsID (e.g. ${_.join(_.find(this.searchTypeOptions, {code: searchType})?.examples, ', ')})`,
               life: 10000
             })
             return
@@ -693,7 +689,7 @@ export default defineComponent({
             this.toast.add({
               severity: 'error',
               summary: 'Invalid search',
-              detail: `Please provide a valid ClinVar Variation ID (e.g. ${_.join(_.find(this.searchTypeOptions, { code: searchType })?.examples, ', ')})`,
+              detail: `Please provide a valid ClinVar Variation ID (e.g. ${_.join(_.find(this.searchTypeOptions, {code: searchType})?.examples, ', ')})`,
               life: 10000
             })
             return
@@ -708,7 +704,7 @@ export default defineComponent({
             this.toast.add({
               severity: 'error',
               summary: 'Invalid search',
-              detail: `Please provide a valid HGVS string (e.g. ${_.join(_.find(this.searchTypeOptions, { code: searchType })?.examples, ', ')})`,
+              detail: `Please provide a valid HGVS string (e.g. ${_.join(_.find(this.searchTypeOptions, {code: searchType})?.examples, ', ')})`,
               life: 10000
             })
             return
@@ -867,8 +863,8 @@ export default defineComponent({
         }
         if (this.alleles.length > 0) {
           this.$refs.searchResults.scrollIntoView({
-            behavior: "smooth",
-            block: "start"
+            behavior: 'smooth',
+            block: 'start'
           })
         }
       } catch (error: any) {
@@ -1151,8 +1147,9 @@ export default defineComponent({
 }
 
 .mavedb-search-suggestions {
-  display:flex;
+  display: flex;
   justify-content: center;
+  flex-direction: column;
 }
 
 .mavedb-organism-picker:deep(.p-listbox-item) {
@@ -1223,11 +1220,15 @@ th {
 /* Card clickability and external link button styles */
 .clickable-variant-card {
   cursor: pointer;
-  transition: box-shadow 0.2s, border-color 0.2s;
+  transition:
+    box-shadow 0.2s,
+    border-color 0.2s;
   position: relative;
 }
 .clickable-variant-card:hover {
-  box-shadow: 0 0 0 2px #1976d2, 0 2px 8px rgba(25, 118, 210, 0.15);
+  box-shadow:
+    0 0 0 2px #1976d2,
+    0 2px 8px rgba(25, 118, 210, 0.15);
   border-color: #1976d2;
 }
 </style>

From 2e61ae63f92751d1b1c36e6677b50b64f379f8dd Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Fri, 26 Dec 2025 09:42:41 -0800
Subject: [PATCH 136/157] feat: Make ClinGen link a button

---
 .../screens/SearchVariantsScreen.vue          | 42 +++++++++++++++----
 1 file changed, 33 insertions(+), 9 deletions(-)

diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index 8f58c596..9706dc8d 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -196,17 +196,25 @@
       </div>
       <div ref="searchResults" v-if="searchResultsVisible">
         <div v-for="(allele, alleleIdx) in alleles" :key="allele.clingenAlleleId" class="col-12">
-          <Card @click="openAlleleInVariantView(allele)" class="clickable-variant-card">
+          <Card class="clickable-variant-card" @click="openAlleleInVariantView(allele)">
             <template #content>
               <div class="variant-search-result">
                 <div class="variant-search-result-content">
                   <!-- TODO handle no canonical allele name or just leave blank? -->
-                  <div class="variant-search-result-title">
-                    {{ allele.canonicalAlleleName }}
-                  </div>
-                  <div v-if="allele.clingenAlleleUrl" class="variant-search-result-subcontent">
-                    ClinGen Allele ID:
-                    <a :href="allele.clingenAlleleUrl">{{ allele.clingenAlleleUrl }}</a>
+                  <div class="variant-title-row">
+                    <div class="variant-search-result-title">
+                      {{ allele.canonicalAlleleName }}
+                    </div>
+                    <div class="variant-clingen-link-btn">
+                      <Button
+                        v-if="allele.clingenAlleleUrl"
+                        class="p-button-outlined p-button-sm"
+                        @click.stop="openAlleleInClinGenRegistry(allele)"
+                      >
+                        <span class="pi pi-external-link" style="margin-right: 0.5em"></span>
+                        View in ClinGen Allele Registry
+                      </Button>
+                    </div>
                   </div>
                   <div v-if="allele.grch38Hgvs" class="variant-search-result-subcontent">
                     GRCh38 coordinates: {{ allele.grch38Hgvs }}
@@ -588,6 +596,11 @@ export default defineComponent({
         this.router.push({name: 'variant', params: {clingenAlleleId: allele.clingenAlleleId}})
       }
     },
+    openAlleleInClinGenRegistry: function (allele: any) {
+      if (allele.clingenAlleleUrl) {
+        window.open(allele.clingenAlleleUrl, '_blank')
+      }
+    },
     getScoreSetShortName: function (scoreSet: ScoreSet) {
       return getScoreSetShortName(scoreSet)
     },
@@ -1165,10 +1178,21 @@ export default defineComponent({
   gap: 20px;
 }
 
+.variant-search-result-content {
+  flex: 1;
+}
+
+.variant-title-row {
+  display: flex;
+}
+
+.variant-clingen-link-btn {
+  margin-left: auto;
+}
+
 .variant-search-result-title {
   font-weight: bold;
-  font-size: 20px;
-  margin-bottom: 10px;
+  font-size: 24px;
 }
 
 .variant-search-result-subcontent {

From a1f31544cdf0ca1304a69d09669ac6e8f5e6387b Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Fri, 26 Dec 2025 12:21:19 -0800
Subject: [PATCH 137/157] feat: enhance variant search result layout and color
 scheme

---
 src/components/AssayFactSheet.vue             |   6 +-
 .../screens/SearchVariantsScreen.vue          | 306 +++++++++---------
 src/lib/score-sets.ts                         |  56 +++-
 3 files changed, 210 insertions(+), 158 deletions(-)

diff --git a/src/components/AssayFactSheet.vue b/src/components/AssayFactSheet.vue
index ce71c21e..2a3c8b69 100644
--- a/src/components/AssayFactSheet.vue
+++ b/src/components/AssayFactSheet.vue
@@ -150,7 +150,7 @@
 import _ from 'lodash'
 import {defineComponent, PropType} from 'vue'
 
-import {getScoreSetFirstAuthor} from '@/lib/score-sets'
+import {firstAuthorLastName} from '@/lib/score-sets'
 import {shortCitationForPublication} from '@/lib/publication'
 import type {components} from '@/schema/openapi'
 
@@ -172,8 +172,8 @@ export default defineComponent({
 
   computed: {
     firstAuthor: function () {
-      const firstAuthor = getScoreSetFirstAuthor(this.scoreSet)
-      return !firstAuthor || _.isEmpty(firstAuthor?.name) ? undefined : firstAuthor.name.split(',')[0]
+      const author = firstAuthorLastName(this.scoreSet)
+      return author ? author : null
     },
 
     numAuthors: function () {
diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index 9706dc8d..d9603607 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -194,152 +194,163 @@
           </table>
         </div>
       </div>
-      <div ref="searchResults" v-if="searchResultsVisible">
+      <div v-if="searchResultsVisible" ref="searchResults">
         <div v-for="(allele, alleleIdx) in alleles" :key="allele.clingenAlleleId" class="col-12">
-          <Card class="clickable-variant-card" @click="openAlleleInVariantView(allele)">
-            <template #content>
-              <div class="variant-search-result">
-                <div class="variant-search-result-content">
-                  <!-- TODO handle no canonical allele name or just leave blank? -->
-                  <div class="variant-title-row">
-                    <div class="variant-search-result-title">
-                      {{ allele.canonicalAlleleName }}
-                    </div>
-                    <div class="variant-clingen-link-btn">
-                      <Button
-                        v-if="allele.clingenAlleleUrl"
-                        class="p-button-outlined p-button-sm"
-                        @click.stop="openAlleleInClinGenRegistry(allele)"
-                      >
-                        <span class="pi pi-external-link" style="margin-right: 0.5em"></span>
-                        View in ClinGen Allele Registry
-                      </Button>
-                    </div>
-                  </div>
-                  <div v-if="allele.grch38Hgvs" class="variant-search-result-subcontent">
-                    GRCh38 coordinates: {{ allele.grch38Hgvs }}
+          <Card class="clickable-variant-card">
+            <template #title>
+              <div class="flex flex-col clickable-title" @click="openAlleleInVariantView(allele)">
+                <span class="text-blue-600 font-semibold text-xxl">{{ allele.canonicalAlleleName }}</span>
+
+                <div class="flex mt-0">
+                  <div v-if="allele.grch38Hgvs" class="ml-10 mr-10 text-base">
+                    <span>GRCh38 coordinates:</span>
+                    <span style="font-style: italic">{{ allele.grch38Hgvs }}</span>
                   </div>
-                  <div v-if="allele.grch37Hgvs" class="variant-search-result-subcontent">
-                    GRCh37 coordinates: {{ allele.grch37Hgvs }}
+                  <div v-if="allele.grch37Hgvs" class="ml-10 mr-10 text-base">
+                    <span>GRCh37 coordinates:</span>
+                    <span style="font-style: italic">{{ allele.grch37Hgvs }}</span>
                   </div>
-                  <div v-if="allele.maneCoordinates.length > 0" class="variant-search-result-subcontent">
-                    MANE transcript coordinates:
+                  <div v-if="allele.maneCoordinates.length > 0" class="ml-10 mr-10 text-base">
+                    MANE transcripts:
                     <DataTable show-gridlines size="small" striped-rows :value="allele.maneCoordinates">
                       <Column field="sequenceType" header="Sequence Type"></Column>
                       <Column field="database" header="Database"></Column>
                       <Column field="hgvs" header="Coordinates"></Column>
                     </DataTable>
                   </div>
-                  <div
-                    v-if="
-                      allele.variantsStatus == 'Loaded' &&
-                      (allele.variants.nucleotide.length > 0 ||
-                        allele.variants.protein.length > 0 ||
-                        allele.variants.associatedNucleotide.length > 0)
-                    "
-                  >
-                    <div v-if="allele.variants.nucleotide.length > 0" class="variant-search-result-subcontent">
-                      MaveDB score sets measuring variant at the nucleotide level:
-                      <li
-                        v-for="variant in nucleotideScoreSetListIsExpanded[alleleIdx]
-                          ? allele.variants.nucleotide
-                          : allele.variants.nucleotide.slice(0, defaultNumScoreSetsToShow)"
-                        :key="variant.urn"
-                      >
-                        <router-link
-                          :to="{name: 'scoreSet', params: {urn: variant.scoreSet.urn}, query: {variant: variant.urn}}"
-                        >
-                          {{ variant.scoreSet.title }}
-                        </router-link>
-                      </li>
-                      <Button
-                        v-if="allele.variants.nucleotide.length > defaultNumScoreSetsToShow"
-                        icon="pi pi-angle-down"
-                        style="width: fit-content"
-                        variant="text"
-                        @click="
-                          nucleotideScoreSetListIsExpanded[alleleIdx] = !nucleotideScoreSetListIsExpanded[alleleIdx]
-                        "
-                      >
-                        {{
-                          nucleotideScoreSetListIsExpanded[alleleIdx]
-                            ? 'Show less'
-                            : `Show ${allele.variants.nucleotide.length - defaultNumScoreSetsToShow} more`
-                        }}
-                      </Button>
-                    </div>
-                    <div v-if="allele.variants.protein.length > 0" class="variant-search-result-subcontent">
-                      MaveDB score sets measuring variant at the amino acid level:
-                      <li
-                        v-for="variant in proteinScoreSetListIsExpanded[alleleIdx]
-                          ? allele.variants.protein
-                          : allele.variants.protein.slice(0, defaultNumScoreSetsToShow)"
-                        :key="variant.urn"
-                      >
-                        <router-link
-                          :to="{name: 'scoreSet', params: {urn: variant.scoreSet.urn}, query: {variant: variant.urn}}"
-                        >
-                          {{ variant.scoreSet.title }}
-                        </router-link>
-                      </li>
-                      <Button
-                        v-if="allele.variants.protein.length > defaultNumScoreSetsToShow"
-                        icon="pi pi-angle-down"
-                        style="width: fit-content"
-                        variant="text"
-                        @click="proteinScoreSetListIsExpanded[alleleIdx] = !proteinScoreSetListIsExpanded[alleleIdx]"
+                </div>
+              </div>
+            </template>
+            <template #content>
+              <div>
+                <!-- TODO handle no canonical allele name or just leave blank? -->
+                <div
+                  v-if="
+                    allele.variantsStatus == 'Loaded' &&
+                    (allele.variants.nucleotide.length > 0 ||
+                      allele.variants.protein.length > 0 ||
+                      allele.variants.associatedNucleotide.length > 0)
+                  "
+                >
+                  <div v-if="allele.variants.nucleotide.length > 0" class="variant-search-result-subcontent ml-4">
+                    Nucleotide variant measurements <strong>({{ allele.variants.nucleotide.length }})</strong>:
+                    <li
+                      v-for="variant in nucleotideScoreSetListIsExpanded[alleleIdx]
+                        ? allele.variants.nucleotide
+                        : allele.variants.nucleotide.slice(0, defaultNumScoreSetsToShow)"
+                      :key="variant.urn"
+                      class="variant-search-score-set-result"
+                    >
+                      <router-link
+                        :to="{name: 'scoreSet', params: {urn: variant.scoreSet.urn}, query: {variant: variant.urn}}"
                       >
-                        {{
-                          proteinScoreSetListIsExpanded[alleleIdx]
-                            ? 'Show less'
-                            : `Show ${allele.variants.protein.length - defaultNumScoreSetsToShow} more`
-                        }}
-                      </Button>
-                    </div>
-                    <div
-                      v-if="allele.variants.associatedNucleotide.length > 0"
-                      class="variant-search-result-subcontent"
+                        {{ variant.scoreSet.title }}
+                      </router-link>
+                    </li>
+                    <Button
+                      v-if="allele.variants.nucleotide.length > defaultNumScoreSetsToShow"
+                      class="p-button-text"
+                      icon="pi pi-angle-down"
+                      style="width: fit-content"
+                      @click="
+                        nucleotideScoreSetListIsExpanded[alleleIdx] = !nucleotideScoreSetListIsExpanded[alleleIdx]
+                      "
+                    >
+                      {{
+                        nucleotideScoreSetListIsExpanded[alleleIdx]
+                          ? 'Show less'
+                          : `Show ${allele.variants.nucleotide.length - defaultNumScoreSetsToShow} more`
+                      }}
+                    </Button>
+                  </div>
+                  <div v-if="allele.variants.protein.length > 0" class="variant-search-result-subcontent ml-4">
+                    Amino acid variant measurements <strong>({{ allele.variants.protein.length }})</strong>:
+                    <li
+                      v-for="variant in proteinScoreSetListIsExpanded[alleleIdx]
+                        ? allele.variants.protein
+                        : allele.variants.protein.slice(0, defaultNumScoreSetsToShow)"
+                      :key="variant.urn"
+                      class="variant-search-score-set-result"
                     >
-                      MaveDB score sets measuring a different nucleotide variant with an equivalent protein effect:
-                      <li
-                        v-for="variant in associatedNucleotideScoreSetListIsExpanded[alleleIdx]
-                          ? allele.variants.associatedNucleotide
-                          : allele.variants.nucleotide.slice(0, defaultNumScoreSetsToShow)"
-                        :key="variant.urn"
+                      <router-link
+                        :to="{name: 'scoreSet', params: {urn: variant.scoreSet.urn}, query: {variant: variant.urn}}"
                       >
-                        <router-link
-                          :to="{name: 'scoreSet', params: {urn: variant.scoreSet.urn}, query: {variant: variant.urn}}"
-                        >
-                          {{ variant.scoreSet.title }}
-                        </router-link>
-                      </li>
-                      <Button
-                        v-if="allele.variants.associatedNucleotide.length > defaultNumScoreSetsToShow"
-                        icon="pi pi-angle-down"
-                        style="width: fit-content"
-                        variant="text"
-                        @click="
-                          associatedNucleotideScoreSetListIsExpanded[alleleIdx] =
-                            !associatedNucleotideScoreSetListIsExpanded[alleleIdx]
-                        "
+                        {{ variant.scoreSet.title }}
+                      </router-link>
+                    </li>
+                    <Button
+                      v-if="allele.variants.protein.length > defaultNumScoreSetsToShow"
+                      class="p-button-text"
+                      icon="pi pi-angle-down"
+                      style="width: fit-content"
+                      @click="proteinScoreSetListIsExpanded[alleleIdx] = !proteinScoreSetListIsExpanded[alleleIdx]"
+                    >
+                      {{
+                        proteinScoreSetListIsExpanded[alleleIdx]
+                          ? 'Show less'
+                          : `Show ${allele.variants.protein.length - defaultNumScoreSetsToShow} more`
+                      }}
+                    </Button>
+                  </div>
+                  <div
+                    v-if="allele.variants.associatedNucleotide.length > 0"
+                    class="variant-search-result-subcontent ml-4"
+                  >
+                    Measurements of different nucleotide variants with equivalent protein effect
+                    <strong>({{ allele.variants.associatedNucleotide.length }})</strong>:
+                    <li
+                      v-for="variant in associatedNucleotideScoreSetListIsExpanded[alleleIdx]
+                        ? allele.variants.associatedNucleotide
+                        : allele.variants.nucleotide.slice(0, defaultNumScoreSetsToShow)"
+                      :key="variant.urn"
+                      class="variant-search-score-set-result"
+                    >
+                      <router-link
+                        :to="{name: 'scoreSet', params: {urn: variant.scoreSet.urn}, query: {variant: variant.urn}}"
                       >
-                        {{
-                          associatedNucleotideScoreSetListIsExpanded[alleleIdx]
-                            ? 'Show less'
-                            : `Show ${allele.variants.associatedNucleotide.length - defaultNumScoreSetsToShow} more`
-                        }}
-                      </Button>
-                    </div>
+                        {{ variant.scoreSet.title }}
+                      </router-link>
+                    </li>
+                    <Button
+                      v-if="allele.variants.associatedNucleotide.length > defaultNumScoreSetsToShow"
+                      class="p-button-text"
+                      icon="pi pi-angle-down"
+                      style="width: fit-content"
+                      @click="
+                        associatedNucleotideScoreSetListIsExpanded[alleleIdx] =
+                          !associatedNucleotideScoreSetListIsExpanded[alleleIdx]
+                      "
+                    >
+                      {{
+                        associatedNucleotideScoreSetListIsExpanded[alleleIdx]
+                          ? 'Show less'
+                          : `Show ${allele.variants.associatedNucleotide.length - defaultNumScoreSetsToShow} more`
+                      }}
+                    </Button>
                   </div>
-                  <!-- <div v-if="allele.variantsStatus == 'Loaded' && allele.variants.length > 0" style="overflow: hidden;">
+                </div>
+                <!-- <div v-if="allele.variantsStatus == 'Loaded' && allele.variants.length > 0" style="overflow: hidden;">
                     <div v-for="variant in allele.variants" :key="variant.urn" style="float: left; border: 1px solid #000; width: 300px; margin: 5px; padding: 5px;">
                       <div style="border-bottom: 3px solid #000; font-weight: bold;">{{ variant.scoreSet.title }}</div>
                       {{ variant.scoreSet?.experiment?.keywords }}
                     </div>
                   </div> -->
-                  <Message v-else-if="allele.variantsStatus == 'Loaded'"
-                    >No score sets containing this variant were found in MaveDB.</Message
+                <Message v-else-if="allele.variantsStatus == 'Loaded'"
+                  >No score sets containing this variant were found in MaveDB.</Message
+                >
+              </div>
+            </template>
+            <template #footer>
+              <div class="flex">
+                <div class="ml-auto">
+                  <Button
+                    v-if="allele.clingenAlleleUrl"
+                    class="p-button-outlined p-button-sm"
+                    @click="openAlleleInClinGenRegistry(allele)"
                   >
+                    <span class="pi pi-external-link" style="margin-right: 0.5em"></span>
+                    View in ClinGen Allele Registry
+                  </Button>
                 </div>
               </div>
             </template>
@@ -1173,26 +1184,23 @@ export default defineComponent({
   font-style: normal;
 }
 
-.variant-search-result {
-  display: flex;
-  gap: 20px;
+.clickable-variant-card::v-deep(.p-card-title) {
+  padding: 0px;
+  margin-bottom: 0px;
 }
 
-.variant-search-result-content {
-  flex: 1;
+.clickable-variant-card::v-deep(.p-card-content) {
+  border-top: 1px solid #555;
 }
 
-.variant-title-row {
-  display: flex;
-}
-
-.variant-clingen-link-btn {
-  margin-left: auto;
+.clickable-variant-card::v-deep(.p-card-footer) {
+  padding: 0px;
 }
 
-.variant-search-result-title {
-  font-weight: bold;
-  font-size: 24px;
+.variant-search-score-set-result {
+  list-style-position: inside;
+  margin-left: 1.2em;
+  padding-left: 0;
 }
 
 .variant-search-result-subcontent {
@@ -1241,18 +1249,16 @@ th {
   padding: 0 5px;
   vertical-align: top;
 }
-/* Card clickability and external link button styles */
-.clickable-variant-card {
+
+.clickable-title {
   cursor: pointer;
   transition:
-    box-shadow 0.2s,
-    border-color 0.2s;
-  position: relative;
+    color 0.2s,
+    text-decoration 0.2s;
 }
-.clickable-variant-card:hover {
-  box-shadow:
-    0 0 0 2px #1976d2,
-    0 2px 8px rgba(25, 118, 210, 0.15);
-  border-color: #1976d2;
+.clickable-title:hover,
+.clickable-title:focus {
+  color: #233a7a;
+  text-decoration: underline;
 }
 </style>
diff --git a/src/lib/score-sets.ts b/src/lib/score-sets.ts
index 9ed2d2b3..2a1d0612 100644
--- a/src/lib/score-sets.ts
+++ b/src/lib/score-sets.ts
@@ -1,10 +1,10 @@
 import _ from 'lodash'
 
-import type { components } from '@/schema/openapi'
+import type {components} from '@/schema/openapi'
 
 type ScoreSet = components['schemas']['ScoreSet']
 type PublicationIdentifier = components['schemas']['ScoreSet']['primaryPublicationIdentifiers'][0]
-type Author = components["schemas"]["PublicationAuthors"]
+type Author = components['schemas']['PublicationAuthors']
 
 /**
  * Get the first author of a score set.
@@ -18,6 +18,27 @@ export function getScoreSetFirstAuthor(scoreSet: ScoreSet): Author | undefined {
   return scoreSet.primaryPublicationIdentifiers[0]?.authors.find((author) => author.primary)
 }
 
+/**
+ * Get the last name of the first author of a score set.
+ *
+ * @param scoreSet A score set.
+ * @returns The last name of the first author, or undefined if there is none.
+ */
+export function firstAuthorLastName(scoreSet: ScoreSet): string | undefined {
+  const firstAuthor = getScoreSetFirstAuthor(scoreSet)
+  return !firstAuthor || _.isEmpty(firstAuthor?.name) ? undefined : firstAuthor.name.split(',')[0]
+}
+
+/**
+ * Get the number of authors of a score set's primary publication.
+ *
+ * @param scoreSet A score set.
+ * @returns The number of authors, or 0 if there is no primary publication or no authors.
+ */
+export function scoreSetNumAuthors(scoreSet: ScoreSet): number {
+  return scoreSet.primaryPublicationIdentifiers[0]?.authors.length ?? 0
+}
+
 /**
  * Get a short name for a score set. If the score set has primary publication information or a gene name, this will have
  * the form "FirstAuthorLastName [et al.] GeneName PublicationYear" where "et al." is present only if there are multiple
@@ -53,8 +74,6 @@ export function getScoreSetShortName(scoreSet: ScoreSet): string {
   return parts.length > 0 ? parts.join(' ') : (scoreSet.title ?? scoreSet.shortDescription ?? 'Score set')
 }
 
-
-
 /**
  * Filters a collection of publication identifier objects and returns only those
  * that match the dbName + identifier pairs provided in a source array.
@@ -75,7 +94,7 @@ export function getScoreSetShortName(scoreSet: ScoreSet): string {
  * @returns An array of matched publication identifiers (in the order of the matching criteria) or null if there are no matches or inputs are invalid.
  */
 export function matchSources(
-  sourceArr: Array<{ dbName: string; identifier: string }> | undefined,
+  sourceArr: Array<{dbName: string; identifier: string}> | undefined,
   sources: PublicationIdentifier[] | undefined
 ): PublicationIdentifier[] | null {
   if (!Array.isArray(sourceArr) || !sources) return null
@@ -86,3 +105,30 @@ export function matchSources(
   }
   return matchedSources.length > 0 ? matchedSources : null
 }
+
+/** * Determine whether a score set has any score calibrations with evidence strengths.
+ *
+ * @param scoreSet A score set.
+ * @param excludeResearchUseOnly If true, score calibrations marked as research-use-only are ignored.
+ * @returns True if the score set has at least one score calibration with odds paths (and not marked as research-use-only, if specified).
+ */
+export function scoreSetHasCalibrationWithEvidenceStrengths(
+  scoreSet: ScoreSet,
+  excludeResearchUseOnly: boolean
+): boolean {
+  if (!scoreSet.scoreCalibrations) {
+    return false
+  }
+
+  for (const calibration of scoreSet.scoreCalibrations) {
+    if (excludeResearchUseOnly && calibration.researchUseOnly) {
+      continue
+    }
+    if (
+      calibration.functionalRanges &&
+      calibration.functionalRanges.some((range) => range.acmgClassification != null)
+    ) {
+      return true
+    }
+  }
+}

From 597c14f04316b42f2c50641ac656fb8093eef330 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Fri, 26 Dec 2025 13:36:01 -0800
Subject: [PATCH 138/157] style: make assay fact sheet scalable by using
 relative units

---
 src/components/AssayFactSheet.vue         | 41 +++++++++++------------
 src/components/VariantMeasurementView.vue |  2 +-
 src/components/screens/ScoreSetView.vue   |  5 ++-
 3 files changed, 23 insertions(+), 25 deletions(-)

diff --git a/src/components/AssayFactSheet.vue b/src/components/AssayFactSheet.vue
index 2a3c8b69..37d56b7d 100644
--- a/src/components/AssayFactSheet.vue
+++ b/src/components/AssayFactSheet.vue
@@ -285,42 +285,41 @@ export default defineComponent({
 /* Assay fact sheet layout */
 
 .mavedb-assay-facts-card {
-  width: 580px; /* fixed size */
+  width: 100%;
   border: 1px solid #000;
-  padding: 12px;
+  padding: 1em;
   font-family: sans-serif;
-  font-size: 14px;
-  line-height: 1.4;
+  line-height: 1.5;
+  box-sizing: border-box;
 }
 
 .mavedb-assay-facts-card-header {
   font-weight: bold;
-  border-bottom: 3px solid #000;
-  padding-bottom: 4px;
-  margin-bottom: 8px;
+  border-bottom: 0.19em solid #000;
+  padding-bottom: 0.25em;
+  margin-bottom: 0.5em;
 }
 
 .mavedb-assay-facts-section {
-  margin-bottom: 12px;
+  margin-bottom: 0.75em;
 }
 
 .mavedb-assay-facts-section-title {
   font-weight: bold;
-  margin: 6px 0;
-  border-top: 1px solid #3e3d3dbb;
-  padding-top: 4px;
-  font-size: 16px;
-  font-weight: bold;
+  margin: 0.375em 0;
+  border-top: 0.06em solid #3e3d3dbb;
+  padding-top: 0.5em;
+  font-size: 1.1em;
 }
 
 .mavedb-assay-facts-row {
   display: flex;
   justify-content: space-between;
-  margin: 2px 0;
+  margin: 0.125em 0;
 }
 
 .mavedb-assay-facts-bottom-separator {
-  border-bottom: 1px solid #3e3d3dbb;
+  border-bottom: 0.06em solid #3e3d3dbb;
 }
 
 /* Assay facts data */
@@ -338,14 +337,14 @@ export default defineComponent({
 
 .mavedb-assay-facts-value.yellow {
   background: #fef3c7;
-  padding: 2px 4px;
+  padding: 0.125em 0.25em;
   border-radius: 4px;
 }
 
 /* Heading */
 
 .mavedb-assay-facts-heading {
-  font-size: 21px;
+  font-size: 1.4em;
 }
 
 .mavedb-assay-facts-heading-et-al,
@@ -358,11 +357,11 @@ export default defineComponent({
 .mavedb-classification-badge {
   position: absolute;
   left: 6em;
-  padding: 2px 6px;
-  border-radius: 4px;
-  font-size: 12px;
+  padding: 0.125em 0.375em;
+  border-radius: 0.25em;
+  font-size: 0.75em;
   font-weight: bold;
-  margin-left: 4px;
+  margin-left: 0.25em;
 }
 
 .mavedb-classification-badge.mavedb-blue {
diff --git a/src/components/VariantMeasurementView.vue b/src/components/VariantMeasurementView.vue
index 85ec096d..2fe2342e 100644
--- a/src/components/VariantMeasurementView.vue
+++ b/src/components/VariantMeasurementView.vue
@@ -502,7 +502,7 @@ table.variant-info-table td:first-child {
 }
 
 .mavedb-assay-facts-card {
-  width: 580px; /* fixed size */
+  width: 50%;
   border: 1px solid #000;
   padding: 12px;
   font-family: sans-serif;
diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 9578af7f..1eb7802d 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -336,9 +336,7 @@
                   Scores and/or counts could not be processed. Please remedy the
                   {{ item.processingErrors.detail.length }} errors below, then try submitting again.
                 </div>
-                <div v-else class="ml-2 mr-auto text-purple-700">
-                  Scores and/or counts could not be processed.
-                </div>
+                <div v-else class="ml-2 mr-auto text-purple-700">Scores and/or counts could not be processed.</div>
               </AccordionHeader>
               <AccordionContent>
                 <ScrollPanel style="width: 100%; height: 200px">
@@ -1360,6 +1358,7 @@ export default {
 .mavedb-assay-facts-container {
   float: left;
   margin: 0 1em 1em 0;
+  width: 50%;
 }
 
 .clearfix::after {

From 7ee5d523f7b845747c3ad3a5f38e7e141db15774 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Wed, 14 Jan 2026 09:12:58 -0800
Subject: [PATCH 139/157] style: use `text` instead of `p-button-text` for
 variant measurement screen buttons

---
 .../screens/SearchVariantsScreen.vue          | 19 ++++---------------
 1 file changed, 4 insertions(+), 15 deletions(-)

diff --git a/src/components/screens/SearchVariantsScreen.vue b/src/components/screens/SearchVariantsScreen.vue
index d9603607..b75fbf42 100644
--- a/src/components/screens/SearchVariantsScreen.vue
+++ b/src/components/screens/SearchVariantsScreen.vue
@@ -107,12 +107,7 @@
           />
           <Button @click="fuzzySearch">Search</Button>
           <div class="mavedb-clear-search-button-container">
-            <Button
-              :disabled="!searchIsClearable"
-              icon="pi pi-times"
-              rounded
-              @click="clearSearch"
-            />
+            <Button :disabled="!searchIsClearable" icon="pi pi-times" rounded @click="clearSearch" />
           </div>
         </div>
         <div class="mavedb-search-form-view-switch">
@@ -249,9 +244,7 @@
                     </li>
                     <Button
                       v-if="allele.variants.nucleotide.length > defaultNumScoreSetsToShow"
-                      class="p-button-text"
-                      icon="pi pi-angle-down"
-                      style="width: fit-content"
+                      text
                       @click="
                         nucleotideScoreSetListIsExpanded[alleleIdx] = !nucleotideScoreSetListIsExpanded[alleleIdx]
                       "
@@ -280,9 +273,7 @@
                     </li>
                     <Button
                       v-if="allele.variants.protein.length > defaultNumScoreSetsToShow"
-                      class="p-button-text"
-                      icon="pi pi-angle-down"
-                      style="width: fit-content"
+                      text
                       @click="proteinScoreSetListIsExpanded[alleleIdx] = !proteinScoreSetListIsExpanded[alleleIdx]"
                     >
                       {{
@@ -313,9 +304,7 @@
                     </li>
                     <Button
                       v-if="allele.variants.associatedNucleotide.length > defaultNumScoreSetsToShow"
-                      class="p-button-text"
-                      icon="pi pi-angle-down"
-                      style="width: fit-content"
+                      text
                       @click="
                         associatedNucleotideScoreSetListIsExpanded[alleleIdx] =
                           !associatedNucleotideScoreSetListIsExpanded[alleleIdx]

From 8cab1c582330f27605f6ddc3b1a3709bf4deed46 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Wed, 14 Jan 2026 09:33:05 -0800
Subject: [PATCH 140/157] chore: primevue4 updates for CalibrationEditor

---
 src/components/CalibrationEditor.vue | 148 ++++++++++++++-------------
 1 file changed, 77 insertions(+), 71 deletions(-)

diff --git a/src/components/CalibrationEditor.vue b/src/components/CalibrationEditor.vue
index 37af6e67..6e9e812f 100644
--- a/src/components/CalibrationEditor.vue
+++ b/src/components/CalibrationEditor.vue
@@ -239,76 +239,82 @@
             <div class="mavedb-help-small">Use toggle buttons for inclusive/exclusive and infinity.</div>
           </div>
           <div class="mavedb-wizard-content">
-          <InputGroup>
-            <PrimeButton
-              class="score-range-toggle-button"
-              :outlined="!functionalClassificationHelpers[rangeIdx].infiniteLower"
-              @click="toggleInfinity(rangeIdx, 'lower')"
-              ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-infinity"
-            /></PrimeButton>
-            <PrimeButton
-              class="score-range-toggle-button"
-              :disabled="functionalClassificationHelpers[rangeIdx].infiniteLower"
-              :outlined="!rangeObj.inclusiveLowerBound"
-              @click="toggleBoundary(rangeIdx, 'lower')"
-              ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
-            /></PrimeButton>
-            <FloatLabel class="w-full" variant="on">
-              <InputNumber
-                v-model="rangeObj.range[0]"
-                :aria-labelledby="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)"
-                class="w-full"
+            <InputGroup>
+              <PrimeButton
+                class="score-range-toggle-button"
+                :outlined="!functionalClassificationHelpers[rangeIdx].infiniteLower"
+                @click="toggleInfinity(rangeIdx, 'lower')"
+                ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-infinity"
+              /></PrimeButton>
+              <PrimeButton
+                class="score-range-toggle-button"
                 :disabled="functionalClassificationHelpers[rangeIdx].infiniteLower"
-                :max-fraction-digits="10"
-              />
-              <label :for="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)">{{
-                functionalClassificationHelpers[rangeIdx].infiniteLower
-                  ? '-infinity'
-                  : rangeObj.inclusiveLowerBound
-                    ? 'Lower Bound (inclusive)'
-                    : 'Lower Bound (exclusive)'
-              }}</label>
-            </FloatLabel>
-            <InputGroupAddon>to</InputGroupAddon>
-            <FloatLabel class="w-full" variant="on">
-              <InputNumber
-                v-model="rangeObj.range[1]"
-                :aria-labelledby="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)"
-                class="w-full"
+                :outlined="!rangeObj.inclusiveLowerBound"
+                @click="toggleBoundary(rangeIdx, 'lower')"
+                ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
+              /></PrimeButton>
+              <FloatLabel class="w-full" variant="on">
+                <InputNumber
+                  v-model="rangeObj.range[0]"
+                  :aria-labelledby="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)"
+                  class="w-full"
+                  :disabled="functionalClassificationHelpers[rangeIdx].infiniteLower"
+                  :max-fraction-digits="10"
+                />
+                <label :for="scopedId(`input-investigatorProvidedRangeLower-${rangeIdx}`)">{{
+                  functionalClassificationHelpers[rangeIdx].infiniteLower
+                    ? '-infinity'
+                    : rangeObj.inclusiveLowerBound
+                      ? 'Lower Bound (inclusive)'
+                      : 'Lower Bound (exclusive)'
+                }}</label>
+              </FloatLabel>
+              <InputGroupAddon>to</InputGroupAddon>
+              <FloatLabel class="w-full" variant="on">
+                <InputNumber
+                  v-model="rangeObj.range[1]"
+                  :aria-labelledby="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)"
+                  class="w-full"
+                  :disabled="functionalClassificationHelpers[rangeIdx].infiniteUpper"
+                  :max-fraction-digits="10"
+                />
+                <label :for="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)">{{
+                  functionalClassificationHelpers[rangeIdx].infiniteUpper
+                    ? 'infinity'
+                    : rangeObj.inclusiveUpperBound
+                      ? 'Upper Bound (inclusive)'
+                      : 'Upper Bound (exclusive)'
+                }}</label>
+              </FloatLabel>
+              <PrimeButton
+                class="score-range-toggle-button"
                 :disabled="functionalClassificationHelpers[rangeIdx].infiniteUpper"
-                :max-fraction-digits="10"
-              />
-              <label :for="scopedId(`input-investigatorProvidedRangeUpper-${rangeIdx}`)">{{
-                functionalClassificationHelpers[rangeIdx].infiniteUpper
-                  ? 'infinity'
-                  : rangeObj.inclusiveUpperBound
-                    ? 'Upper Bound (inclusive)'
-                    : 'Upper Bound (exclusive)'
-              }}</label>
-            </FloatLabel>
-            <PrimeButton
-              class="score-range-toggle-button"
-              :disabled="functionalClassificationHelpers[rangeIdx].infiniteUpper"
-              :outlined="!rangeObj.inclusiveUpperBound"
-              @click="toggleBoundary(rangeIdx, 'upper')"
-              ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
-            /></PrimeButton>
-            <PrimeButton
-              class="score-range-toggle-button"
-              :outlined="!functionalClassificationHelpers[rangeIdx].infiniteUpper"
-              @click="toggleInfinity(rangeIdx, 'upper')"
-              ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-infinity"
-            /></PrimeButton>
-          </InputGroup>
-          <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.range`]" class="mave-field-error">{{
-            validationErrors[`functionalClassifications.${rangeIdx}.range`]
-          }}</span>
-          <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.inclusiveLowerBound`]" class="mave-field-error">{{
-            validationErrors[`functionalClassifications.${rangeIdx}.range`]
-          }}</span>
-          <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.inclusiveUpperBound`]" class="mave-field-error">{{
-            validationErrors[`functionalClassifications.${rangeIdx}.inclusiveUpperBound`]
-          }}</span>
+                :outlined="!rangeObj.inclusiveUpperBound"
+                @click="toggleBoundary(rangeIdx, 'upper')"
+                ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-circle-half-stroke"
+              /></PrimeButton>
+              <PrimeButton
+                class="score-range-toggle-button"
+                :outlined="!functionalClassificationHelpers[rangeIdx].infiniteUpper"
+                @click="toggleInfinity(rangeIdx, 'upper')"
+                ><FontAwesomeIcon class="score-range-toggle-icon" icon="fa-solid fa-infinity"
+              /></PrimeButton>
+            </InputGroup>
+            <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.range`]" class="mave-field-error">{{
+              validationErrors[`functionalClassifications.${rangeIdx}.range`]
+            }}</span>
+            <span
+              v-if="validationErrors[`functionalClassifications.${rangeIdx}.inclusiveLowerBound`]"
+              class="mave-field-error"
+              >{{ validationErrors[`functionalClassifications.${rangeIdx}.range`] }}</span
+            >
+            <span
+              v-if="validationErrors[`functionalClassifications.${rangeIdx}.inclusiveUpperBound`]"
+              class="mave-field-error"
+              >{{ validationErrors[`functionalClassifications.${rangeIdx}.inclusiveUpperBound`] }}</span
+            >
+          </div>
+        </div>
       </template>
       <template v-else>
         <div class="mavedb-wizard-row">
@@ -321,14 +327,14 @@
             </div>
           </div>
           <div class="mavedb-wizard-content">
-            <span class="p-float-label">
+            <FloatLabel class="w-full" variant="on">
               <InputText
                 v-model="rangeObj.class"
                 :aria-labelledby="scopedId(`input-functionalClassificationClass-${rangeIdx}`)"
                 style="width: 100%"
               />
               <label :for="scopedId(`input-functionalClassificationClass-${rangeIdx}`)">Class name</label>
-            </span>
+            </FloatLabel>
             <span v-if="validationErrors[`functionalClassifications.${rangeIdx}.class`]" class="mave-field-error">{{
               validationErrors[`functionalClassifications.${rangeIdx}.class`]
             }}</span>
@@ -1104,7 +1110,7 @@ export default {
     onClassesFileClear: function () {
       this.draftClassesFile = null
     },
-    clearAutoCompleteInput: function(event) {
+    clearAutoCompleteInput: function (event) {
       if (event.target) {
         event.target.value = ''
       }

From b92d10471e1f0b39c0e371502416e59ab208439c Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Wed, 14 Jan 2026 09:33:28 -0800
Subject: [PATCH 141/157] fix: remove const assignment and assign errors
 directly to dict

---
 src/components/screens/ScoreSetCreator.vue | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/src/components/screens/ScoreSetCreator.vue b/src/components/screens/ScoreSetCreator.vue
index 1ad8b584..afba75c9 100644
--- a/src/components/screens/ScoreSetCreator.vue
+++ b/src/components/screens/ScoreSetCreator.vue
@@ -2791,10 +2791,7 @@ export default {
             // Add calibration errors to a separate object which is consumed by the calibration sub-component.
             if (_.isEqual(_.slice(path, 0, 1), ['scoreCalibrations'])) {
               // The second path element is an array index, which is irrelevant here as we only supply one calibration on score set creation.
-              calibrationValidationErrors = {
-                ...calibrationValidationErrors,
-                [path.slice(2).join('.')]: error.msg
-              }
+              calibrationValidationErrors[path.slice(2).join('.')] = error.msg
             }
 
             path = path.join('.')

From 6fa949d71a8d1a45d68912041cd501a114f9a2d2 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Thu, 15 Jan 2026 09:02:47 -0800
Subject: [PATCH 142/157] On ScoreSetVisualizer heatmap group row selection,
 set value for corresponding protein visualization data based on residue
 position rather than index

---
 src/components/ScoreSetVisualizer.vue | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/src/components/ScoreSetVisualizer.vue b/src/components/ScoreSetVisualizer.vue
index 6b08a6cb..c07779bb 100644
--- a/src/components/ScoreSetVisualizer.vue
+++ b/src/components/ScoreSetVisualizer.vue
@@ -167,10 +167,15 @@ export default {
             }
           }
           const meanScore = scoreSum / scoreCount
-          _.set(this.selectionData, [x - 1, _.camelCase(groupCode)], {
-            score: meanScore,
-            color: _.isNumber(meanScore) ? this.rgbToHex(heatmapColorScale(meanScore)) : '#000'
-          })
+
+          // x should correspond to residue position when properly mapped
+          const selectionDatum = _.find(this.selectionData, (d) => d.start_residue_number === x)
+          if (selectionDatum) {
+            _.set(selectionDatum, _.camelCase(groupCode), {
+              score: meanScore,
+              color: _.isNumber(meanScore) ? this.rgbToHex(heatmapColorScale(meanScore)) : '#000'
+            })
+          }
         }
         this.rowGroupSelected = {
           label: groupCode,

From 936ac8efc9d3964ae88d7f6f7d53d12d45750483 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Thu, 15 Jan 2026 09:41:07 -0800
Subject: [PATCH 143/157] On heatmap column range selection, convert start and
 end coordinates to corresponding X scale domain values

---
 src/components/ScoreSetVisualizer.vue | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/src/components/ScoreSetVisualizer.vue b/src/components/ScoreSetVisualizer.vue
index c07779bb..ef05be94 100644
--- a/src/components/ScoreSetVisualizer.vue
+++ b/src/components/ScoreSetVisualizer.vue
@@ -126,7 +126,14 @@ export default {
       // console.log('didHighlightResidue', residueNumber)
     },
     didSelectHeatmapResidues: function (ranges) {
-      this.selectedResidueRanges = ranges
+      // ranges are 1-based indices of selectionData
+      // convert to residue numbers for correct range values to highlight on protein structure
+      const newRanges = ranges.map((r) => ({
+        start: _.get(this.selectionData, [r.start - 1, 'start_residue_number']),
+        end: _.get(this.selectionData, [r.end - 1, 'end_residue_number'])
+      }))
+
+      this.selectedResidueRanges = newRanges
     },
     didSelectHeatmapRow: function (data) {
       this.rowSelected = null

From 4c158554838703e9f87947e3cb0de23940a85a3b Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Thu, 15 Jan 2026 18:05:57 -0800
Subject: [PATCH 144/157] Adjust ScoreSetVisualizer heatmap selected column
 range to account for heatmap starting at position 2

---
 src/components/ScoreSetVisualizer.vue |  6 ++----
 src/lib/heatmap.ts                    | 14 +++++++++-----
 2 files changed, 11 insertions(+), 9 deletions(-)

diff --git a/src/components/ScoreSetVisualizer.vue b/src/components/ScoreSetVisualizer.vue
index ef05be94..0747a7d8 100644
--- a/src/components/ScoreSetVisualizer.vue
+++ b/src/components/ScoreSetVisualizer.vue
@@ -126,11 +126,9 @@ export default {
       // console.log('didHighlightResidue', residueNumber)
     },
     didSelectHeatmapResidues: function (ranges) {
-      // ranges are 1-based indices of selectionData
-      // convert to residue numbers for correct range values to highlight on protein structure
       const newRanges = ranges.map((r) => ({
-        start: _.get(this.selectionData, [r.start - 1, 'start_residue_number']),
-        end: _.get(this.selectionData, [r.end - 1, 'end_residue_number'])
+        start: r.start,
+        end: r.end
       }))
 
       this.selectedResidueRanges = newRanges
diff --git a/src/lib/heatmap.ts b/src/lib/heatmap.ts
index f22f1e38..bf6af555 100644
--- a/src/lib/heatmap.ts
+++ b/src/lib/heatmap.ts
@@ -506,17 +506,21 @@ export default function makeHeatmap(): Heatmap {
 
       // top left coordinates of the selection rectangle in heatmap coordinates.
       const rangeStart = {
-        x: Math.floor((heatmapSelectionBBox.x + xOffsetNodeMidpoint) / xScaleStep) + 1,
-        y: Math.floor((heatmapSelectionBBox.y + yOffsetNodeMidpoint) / yScaleStep) + 1
+        x: Math.floor((heatmapSelectionBBox.x + xOffsetNodeMidpoint) / xScaleStep),
+        y: Math.floor((heatmapSelectionBBox.y + yOffsetNodeMidpoint) / yScaleStep)
       }
       // bottom right coordinates of the selection rectangle in heatmap coordinates.
       const rangeEnd = {
-        x: Math.floor((heatmapSelectionBBox.x + heatmapSelectionBBox.width - xOffsetNodeMidpoint) / xScaleStep) + 1,
-        y: Math.floor((heatmapSelectionBBox.y + heatmapSelectionBBox.height - yOffsetNodeMidpoint) / yScaleStep) + 1
+        x: Math.floor((heatmapSelectionBBox.x + heatmapSelectionBBox.width - xOffsetNodeMidpoint) / xScaleStep),
+        y: Math.floor((heatmapSelectionBBox.y + heatmapSelectionBBox.height - yOffsetNodeMidpoint) / yScaleStep)
       }
 
       if (rangeSelectionMode == 'column' && columnRangesSelected) {
-        columnRangesSelected([{start: rangeStart.x, end: rangeEnd.x}])
+        // convert rangeStart.x and rangeEnd.x to corresponding domain values
+        const startDomainValue = (idxLowerBound || 0) + rangeStart.x
+        const endDomainValue = (idxLowerBound || 0) + rangeEnd.x
+
+        columnRangesSelected([{start: startDomainValue, end: endDomainValue}])
       }
     }
     selectionStartPoint = null

From 530c2246340a59192b483ef414a2c5d7fedbee64 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Thu, 15 Jan 2026 18:08:20 -0800
Subject: [PATCH 145/157] Set non-selected color to white on
 ProteinStructureView for residues with no assigned score

---
 src/components/ProteinStructureView.vue | 12 +++++++++---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/src/components/ProteinStructureView.vue b/src/components/ProteinStructureView.vue
index e00697a2..1d01fe0b 100644
--- a/src/components/ProteinStructureView.vue
+++ b/src/components/ProteinStructureView.vue
@@ -67,6 +67,10 @@ export default {
     residueTooltips: {
       type: Array,
       default: () => []
+    },
+    nonSelectedColor: {
+      type: String,
+      default: '#FFFFFF'
     }
   },
 
@@ -170,7 +174,8 @@ export default {
   watch: {
     colorBy: {
       handler: function () {
-        if (this.viewerInstance) this.viewerInstance.visual.select({data: this.selectionDataWithSelectedColorBy})
+        console.log(this.selectionDataWithSelectedColorBy)
+        if (this.viewerInstance) this.viewerInstance.visual.select({data: this.selectionDataWithSelectedColorBy, nonSelectedColor: this.nonSelectedColor})
       }
     },
     selectedResidueRanges: {
@@ -182,7 +187,7 @@ export default {
             color: null,
             focus: true
           }))
-          this.viewerInstance.visual.select({data: [...this.selectionDataWithSelectedColorBy, ...selectedRanges]})
+          this.viewerInstance.visual.select({data: [...this.selectionDataWithSelectedColorBy, ...selectedRanges], nonSelectedColor: this.nonSelectedColor})
           this.viewerInstance.visual.highlight({
             data: selectedRanges
           })
@@ -275,7 +280,8 @@ export default {
           landscape: true,
           highlightColor: '#ffffff',
           selection: {
-            data: this.selectionDataWithSelectedColorBy
+            data: this.selectionDataWithSelectedColorBy,
+            nonSelectedColor: this.nonSelectedColor,
           },
           selectInteraction: false
         }

From b3a8817f3e1be51be0c44c9063abe689754c6e44 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Thu, 15 Jan 2026 18:11:35 -0800
Subject: [PATCH 146/157] Set pivot color to light gray on ScoreSetHeatmap to
 differentiate from null scores having no color and showing white background

---
 src/components/ScoreSetHeatmap.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/components/ScoreSetHeatmap.vue b/src/components/ScoreSetHeatmap.vue
index 882f5f50..f53d44b1 100644
--- a/src/components/ScoreSetHeatmap.vue
+++ b/src/components/ScoreSetHeatmap.vue
@@ -1273,7 +1273,7 @@ export default defineComponent({
         .accessorField(this.accession)
         .tooltipHtml(this.tooltipHtmlGetter)
         .tooltipTickLabelHtml(this.sequenceType == 'protein' ? this.tooltipTickLabelHtmlGetter : null)
-        .pivotColor('#f7f7f7')
+        .pivotColor('#e0e0e0')
         .lowerBoundColor('#762a83')
         .upperBoundColor('#1b7837')
         .datumSelected(this.variantSelected)

From 0505d24e133a4854eead6afebb619c1852f1647e Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 16 Jan 2026 09:22:08 -0800
Subject: [PATCH 147/157] Add z index to protein structure viewer wrapper div
 so that it is on top of other elements when in full screen mode

---
 src/components/ProteinStructureView.vue | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/src/components/ProteinStructureView.vue b/src/components/ProteinStructureView.vue
index 1d01fe0b..ce7b2099 100644
--- a/src/components/ProteinStructureView.vue
+++ b/src/components/ProteinStructureView.vue
@@ -19,7 +19,7 @@
         :options="colorByOptions"
       />
     </div>
-    <div v-show="selectedAlphaFold" id="pdbe-molstar-viewer-container" class="flex-1 relative"></div>
+    <div v-show="selectedAlphaFold" id="pdbe-molstar-viewer-container" class="flex-1 relative z-5000"></div>
     <div v-if="!selectedAlphaFold" class="m-auto">
       No AlphaFold entry found
     </div>
@@ -174,7 +174,6 @@ export default {
   watch: {
     colorBy: {
       handler: function () {
-        console.log(this.selectionDataWithSelectedColorBy)
         if (this.viewerInstance) this.viewerInstance.visual.select({data: this.selectionDataWithSelectedColorBy, nonSelectedColor: this.nonSelectedColor})
       }
     },

From 0e4e435ac57c0168756b20d106760f9a3cfe2143 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 16 Jan 2026 09:24:12 -0800
Subject: [PATCH 148/157] Calculate heatmap selected range position from scales
 when no nodes exist within target range

---
 src/lib/heatmap.ts | 40 ++++++++++++++++++++++++++++++++++++++--
 1 file changed, 38 insertions(+), 2 deletions(-)

diff --git a/src/lib/heatmap.ts b/src/lib/heatmap.ts
index bf6af555..7ccbc715 100644
--- a/src/lib/heatmap.ts
+++ b/src/lib/heatmap.ts
@@ -597,10 +597,46 @@ export default function makeHeatmap(): Heatmap {
       heatmapNodesElemDOMMatrix = heatmapNodesElem.getScreenCTM()!.inverse()
 
       const startNode = svg.select(`g.heatmap-nodes`).select(`rect.node-${start.x}-${start.y}`).node() as Element
-      const startNodeBoundingRect = startNode.getBoundingClientRect()
+      let startNodeBoundingRect: DOMRect
+      if (startNode) {
+        startNodeBoundingRect = startNode.getBoundingClientRect()
+      } else {
+        // Calculate position using scales when node doesn't exist
+        const calculatedX = xScale(start.x) || 0
+        const calculatedY = yScale(start.y) || 0
+        const containerRect = heatmapNodesElemBoundingRect!
+        startNodeBoundingRect = {
+          x: containerRect.left + calculatedX,
+          y: containerRect.top + calculatedY,
+          width: xScale.bandwidth(),
+          height: yScale.bandwidth(),
+          top: containerRect.top + calculatedY,
+          bottom: containerRect.top + calculatedY + yScale.bandwidth(),
+          left: containerRect.left + calculatedX,
+          right: containerRect.left + calculatedX + xScale.bandwidth()
+        } as DOMRect
+      }
 
       const endNode = svg.select(`g.heatmap-nodes`).select(`rect.node-${end.x}-${end.y}`).node() as Element
-      const endNodeBoundingRect = endNode.getBoundingClientRect()
+      let endNodeBoundingRect: DOMRect
+      if (endNode) {
+        endNodeBoundingRect = endNode.getBoundingClientRect()
+      } else {
+        // Calculate position using scales when node doesn't exist
+        const calculatedX = xScale(end.x) || 0
+        const calculatedY = yScale(end.y) || 0
+        const containerRect = heatmapNodesElemBoundingRect!
+        endNodeBoundingRect = {
+          x: containerRect.left + calculatedX,
+          y: containerRect.top + calculatedY,
+          width: xScale.bandwidth(),
+          height: yScale.bandwidth(),
+          top: containerRect.top + calculatedY,
+          bottom: containerRect.top + calculatedY + yScale.bandwidth(),
+          left: containerRect.left + calculatedX,
+          right: containerRect.left + calculatedX + xScale.bandwidth()
+        } as DOMRect
+      }
 
       const startY = rangeSelectionMode == 'column' ? heatmapNodesElemBoundingRect?.top : startNodeBoundingRect.y
       const startX = rangeSelectionMode == 'row' ? heatmapNodesElemBoundingRect?.left : startNodeBoundingRect.x

From d8146f57425b890dd4512cf551d3868b4c2b3d73 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Fri, 16 Jan 2026 15:30:17 -0800
Subject: [PATCH 149/157] Only show ScoreSetHeatmap button to open protein
 visualization if using mapped coordinates

---
 src/components/ScoreSetHeatmap.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/components/ScoreSetHeatmap.vue b/src/components/ScoreSetHeatmap.vue
index f53d44b1..87b3fd2f 100644
--- a/src/components/ScoreSetHeatmap.vue
+++ b/src/components/ScoreSetHeatmap.vue
@@ -37,7 +37,7 @@
           ]"
         />
         <Button
-          v-if="showProteinStructureButton && sequenceType == 'protein'"
+          v-if="showProteinStructureButton && sequenceType == 'protein' && coordinates == 'mapped'"
           label="View protein structure"
           @click="$emit('onDidClickShowProteinStructure')"
         />

From b4b9d19362e97e1a25049a1f338dda9e52ced1bc Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 21 Jan 2026 10:37:28 -0800
Subject: [PATCH 150/157] Change heatmap background color to white to be
 visually distinct from off-white pivot color used in color scale

This is to address the issue of heatmap cells with near-baseline scores appearing the same as those with no data. This also changes removes the background color on the heatmap controls element, instead using a top and bottom border, for less of a visual break between the content above and below the controls.
---
 src/components/ScoreSetHeatmap.vue | 6 ++++--
 src/lib/heatmap.ts                 | 2 +-
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/src/components/ScoreSetHeatmap.vue b/src/components/ScoreSetHeatmap.vue
index 87b3fd2f..443ce635 100644
--- a/src/components/ScoreSetHeatmap.vue
+++ b/src/components/ScoreSetHeatmap.vue
@@ -42,7 +42,7 @@
           @click="$emit('onDidClickShowProteinStructure')"
         />
       </div>
-      <div v-if="numComplexVariants > 0">{{ numComplexVariants }} variants cannot be shown on this chart.</div>
+      <div class="ml-2" v-if="numComplexVariants > 0">{{ numComplexVariants }} variants cannot be shown on this chart.</div>
     </template>
     <template v-else-if="scoreSet?.private">
       <div class="no-heatmap-message">
@@ -1429,7 +1429,8 @@ export default defineComponent({
   z-index: 100;
   width: 100%;
   padding: 10px;
-  background-color: #eee;
+  border-top: 1px solid #ccc;
+  border-bottom: 1px solid #ccc;
 }
 
 .mavedb-heatmap-controls .p-selectbutton {
@@ -1446,6 +1447,7 @@ export default defineComponent({
 
 .mavedb-heatmap-wrapper {
   position: relative;
+  background-color: #fff;
 }
 
 /* .mavedb-heatmap-wrapper:hover .mavedb-heatmap-controls {
diff --git a/src/lib/heatmap.ts b/src/lib/heatmap.ts
index 7ccbc715..0785ea6c 100644
--- a/src/lib/heatmap.ts
+++ b/src/lib/heatmap.ts
@@ -1052,7 +1052,7 @@ export default function makeHeatmap(): Heatmap {
           .style('left', 0)
           .style('height', '100%')
           .style('z-index', 2002)
-          .style('background-color', '#f7f7f7')
+          .style('background-color', '#fff')
           .classed('exclude-from-export', true)
         const legendGroup = yAxisSvg
           .append('g')

From d8c9f97963fc32e2460cb6ec046f338e9e016783 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 21 Jan 2026 11:37:25 -0800
Subject: [PATCH 151/157] Set default color for residues in protein structure
 to white when no value is present for current colorBy attribute

---
 src/components/ProteinStructureView.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/components/ProteinStructureView.vue b/src/components/ProteinStructureView.vue
index ce7b2099..75f0dd00 100644
--- a/src/components/ProteinStructureView.vue
+++ b/src/components/ProteinStructureView.vue
@@ -153,7 +153,7 @@ export default {
       return _.map(this.selectionData, (x) => ({
         start_residue_number: x.start_residue_number,
         end_residue_number: x.end_residue_number,
-        color: _.get(x, this.colorBy, '#000')
+        color: _.get(x, this.colorBy, '#ffffff')
       }))
     },
     alphaFoldData: function () {

From a6c59c1518f9607d41b50902ec0f1e0b15f49974 Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Wed, 21 Jan 2026 11:38:51 -0800
Subject: [PATCH 152/157] Keep track of min and max X value for heatmap content
 and do not draw selection rectangles when selection is out of range

Stores min and max X in heatmap content object, to use when selecting a column range is outside of these values. This can occur when selecting residues in a protein visualization that do not appear in the heatmap, and in these cases it will no longer create a selection rectangle rather than defaulting to the first column.
---
 src/lib/heatmap.ts | 17 ++++++++++++++---
 1 file changed, 14 insertions(+), 3 deletions(-)

diff --git a/src/lib/heatmap.ts b/src/lib/heatmap.ts
index 0785ea6c..7afea28f 100644
--- a/src/lib/heatmap.ts
+++ b/src/lib/heatmap.ts
@@ -62,6 +62,8 @@ export interface HeatmapColorScaleControlPoint {
 export interface HeatmapContent {
   [key: number]: MappedDatum
   columns?: number
+  xMin?: number
+  xMax?: number
 }
 
 export interface Heatmap {
@@ -225,7 +227,9 @@ export default function makeHeatmap(): Heatmap {
 
   // Content
   let content: HeatmapContent = {
-    columns: undefined
+    columns: undefined,
+    xMin: undefined,
+    xMax: undefined
   }
   let filteredData: HeatmapDatum[] = []
   let lowerBound: number | null = null
@@ -322,8 +326,12 @@ export default function makeHeatmap(): Heatmap {
     }
     if (xMin != undefined && xMax != undefined) {
       content.columns = xMax - xMin + 1
+      content.xMin = xMin
+      content.xMax = xMax
     } else {
       content.columns = 0
+      content.xMin = undefined
+      content.xMax = undefined
     }
     buildColorScale()
   }
@@ -591,7 +599,10 @@ export default function makeHeatmap(): Heatmap {
 
     if (svg) {
       svg.select('g.heatmap-selection-rectangle').selectAll('rect').remove()
-
+      // if start.x or end.x is outside content xMin/xMax, do not draw selection rectangle
+      if (!content.xMin || !content.xMax || !_.inRange(start.x, content.xMin, content.xMax + 1) || !_.inRange(end.x, content.xMin, content.xMax + 1)) {
+        return
+      }
       const heatmapNodesElem = svg.select('g.heatmap-nodes').node() as SVGGraphicsElement
       heatmapNodesElemBoundingRect = heatmapNodesElem.getBoundingClientRect()
       heatmapNodesElemDOMMatrix = heatmapNodesElem.getScreenCTM()!.inverse()
@@ -999,7 +1010,7 @@ export default function makeHeatmap(): Heatmap {
       }
       data = []
       filteredData = []
-      content = {columns: undefined}
+      content = {columns: undefined, xMin: undefined, xMax: undefined}
     },
 
     render: (container: HTMLElement, wrapper?: HTMLElement) => {

From 0bcf7a01cd480e4a5bf2c3fbc62be81e942fac7c Mon Sep 17 00:00:00 2001
From: David Reinhart <davidrr@uw.edu>
Date: Thu, 22 Jan 2026 11:59:19 -0800
Subject: [PATCH 153/157] Only show protein visualization button on heatmap
 controls if using post-mapped HGVS coordinates or if scoreset is
 accession-based

---
 src/components/ScoreSetHeatmap.vue | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/components/ScoreSetHeatmap.vue b/src/components/ScoreSetHeatmap.vue
index 443ce635..47371c62 100644
--- a/src/components/ScoreSetHeatmap.vue
+++ b/src/components/ScoreSetHeatmap.vue
@@ -37,7 +37,7 @@
           ]"
         />
         <Button
-          v-if="showProteinStructureButton && sequenceType == 'protein' && coordinates == 'mapped'"
+          v-if="showProteinStructureButton && sequenceType == 'protein' && (targetType == 'accession' || (coordinates == 'mapped' && hgvsProColumn == 'post_mapped_hgvs_p'))"
           label="View protein structure"
           @click="$emit('onDidClickShowProteinStructure')"
         />

From 292f77ba098ffcd7d71dd9f36534328c9671ecb8 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Tue, 27 Jan 2026 09:24:13 -0800
Subject: [PATCH 154/157] docs: Hide incomplete pages from docs index

Hides incomplete pages from documentation index and rebuilds docs. The documentation state in this commit is intended to provide an MVP docs refresh. See #609 for additional documentation pages.
---
 public/docs/mavedb/_sources/index.rst.txt     |   4 +--
 .../docs/mavedb/_sources/mavemd/index.rst.txt |   8 ++---
 .../_sources/record_types/index.rst.txt       |   8 ++---
 .../record_types/metadata_guide.rst.txt       |   2 +-
 public/docs/mavedb/assay_facts.html           |  10 +++---
 public/docs/mavedb/collections.html           |  10 +++---
 public/docs/mavedb/getting_started.html       |  30 ++++--------------
 public/docs/mavedb/index.html                 |  21 +++---------
 public/docs/mavedb/mavemd/clinical_view.html  |  26 ---------------
 public/docs/mavedb/mavemd/curation.html       |  26 ---------------
 .../mavemd/evaluating_functional_assays.html  |  26 ---------------
 public/docs/mavedb/mavemd/index.html          |  24 --------------
 public/docs/mavedb/mavemd/variant_search.html |  26 ---------------
 public/docs/mavedb/objects.inv                | Bin 4816 -> 4869 bytes
 .../mavedb/record_types/metadata_guide.html   |   8 ++---
 public/docs/mavedb/searchindex.js             |   2 +-
 src/docs/mavedb/conf.py                       |   2 +-
 src/docs/mavedb/index.rst                     |   4 +--
 src/docs/mavedb/mavemd/index.rst              |   8 ++---
 src/docs/mavedb/record_types/index.rst        |   8 ++---
 .../mavedb/record_types/metadata_guide.rst    |   2 +-
 21 files changed, 49 insertions(+), 206 deletions(-)

diff --git a/public/docs/mavedb/_sources/index.rst.txt b/public/docs/mavedb/_sources/index.rst.txt
index bd99abe1..b1f44c28 100644
--- a/public/docs/mavedb/_sources/index.rst.txt
+++ b/public/docs/mavedb/_sources/index.rst.txt
@@ -13,7 +13,8 @@ To report issues or request new features, please use the `MaveDB issue tracker`_
 .. toctree::
    :maxdepth: 2
 
-   getting_started
+   .. getting_started
+   
    accounts
    record_types/index
    targets
@@ -27,7 +28,6 @@ To report issues or request new features, please use the `MaveDB issue tracker`_
    bulk_downloads
    output_formats
    collections
-   mavemd/index
    assay_facts
    visualizations
    api/index
diff --git a/public/docs/mavedb/_sources/mavemd/index.rst.txt b/public/docs/mavedb/_sources/mavemd/index.rst.txt
index 8a4b3204..35998804 100644
--- a/public/docs/mavedb/_sources/mavemd/index.rst.txt
+++ b/public/docs/mavedb/_sources/mavemd/index.rst.txt
@@ -9,9 +9,9 @@ of variants based on variant effect measurements from MAVE assays.
 .. toctree::
    :maxdepth: 2
 
-   variant_search
-   curation
-   clinical_view
-   evaluating_functional_assays
+   ../mavemd/variant_search
+   ../mavemd/curation
+   ../mavemd/clinical_view
+   ../mavemd/evaluating_functional_assays
 
 .. _end-mavemd-index:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/record_types/index.rst.txt b/public/docs/mavedb/_sources/record_types/index.rst.txt
index bc4b7a2a..530748d3 100644
--- a/public/docs/mavedb/_sources/record_types/index.rst.txt
+++ b/public/docs/mavedb/_sources/record_types/index.rst.txt
@@ -33,9 +33,9 @@ Each of these record types are described in more detail below.
 .. toctree::
    :maxdepth: 2
 
-   experiment_sets
-   experiments
-   score_sets
-   metadata_guide
+   ../record_types/experiment_sets
+   ../record_types/experiments
+   ../record_types/score_sets
+   ../record_types/metadata_guide
 
 .. _end-record-types-index:
\ No newline at end of file
diff --git a/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt b/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt
index 24bace7e..9bcd9bfb 100644
--- a/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt
+++ b/public/docs/mavedb/_sources/record_types/metadata_guide.rst.txt
@@ -251,7 +251,7 @@ Counts table
     :start-after: .. _count-table-columns:
     :end-before: .. _end-count-table-columns:
 
-Metadata files
+Score/count metadata files
 ################################
 
 .. include:: ../data_formats.rst
diff --git a/public/docs/mavedb/assay_facts.html b/public/docs/mavedb/assay_facts.html
index 4b441210..75f76e39 100644
--- a/public/docs/mavedb/assay_facts.html
+++ b/public/docs/mavedb/assay_facts.html
@@ -16,7 +16,7 @@
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Visualizations" href="visualizations.html" />
-    <link rel="prev" title="Evaluating functional assays" href="mavemd/evaluating_functional_assays.html" />
+    <link rel="prev" title="Data set collections" href="collections.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -35,7 +35,7 @@ <h3>Navigation</h3>
           <a href="visualizations.html" title="Visualizations"
              accesskey="N">next</a> |</li>
         <li class="right" >
-          <a href="mavemd/evaluating_functional_assays.html" title="Evaluating functional assays"
+          <a href="collections.html" title="Data set collections"
              accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Assay facts</a></li> 
@@ -113,8 +113,8 @@ <h3><a href="index.html">Table of Contents</a></h3>
   </div>
   <div>
     <h4>Previous topic</h4>
-    <p class="topless"><a href="mavemd/evaluating_functional_assays.html"
-                          title="previous chapter">Evaluating functional assays</a></p>
+    <p class="topless"><a href="collections.html"
+                          title="previous chapter">Data set collections</a></p>
   </div>
   <div>
     <h4>Next topic</h4>
@@ -152,7 +152,7 @@ <h3>Navigation</h3>
           <a href="visualizations.html" title="Visualizations"
              >next</a> |</li>
         <li class="right" >
-          <a href="mavemd/evaluating_functional_assays.html" title="Evaluating functional assays"
+          <a href="collections.html" title="Data set collections"
              >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Assay facts</a></li> 
diff --git a/public/docs/mavedb/collections.html b/public/docs/mavedb/collections.html
index fd6fd1ec..f9592c42 100644
--- a/public/docs/mavedb/collections.html
+++ b/public/docs/mavedb/collections.html
@@ -15,7 +15,7 @@
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="MaveMD" href="mavemd/index.html" />
+    <link rel="next" title="Assay facts" href="assay_facts.html" />
     <link rel="prev" title="Output formats" href="output_formats.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
@@ -32,7 +32,7 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="mavemd/index.html" title="MaveMD"
+          <a href="assay_facts.html" title="Assay facts"
              accesskey="N">next</a> |</li>
         <li class="right" >
           <a href="output_formats.html" title="Output formats"
@@ -143,8 +143,8 @@ <h4>Previous topic</h4>
   </div>
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="mavemd/index.html"
-                          title="next chapter">MaveMD</a></p>
+    <p class="topless"><a href="assay_facts.html"
+                          title="next chapter">Assay facts</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -174,7 +174,7 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="mavemd/index.html" title="MaveMD"
+          <a href="assay_facts.html" title="Assay facts"
              >next</a> |</li>
         <li class="right" >
           <a href="output_formats.html" title="Output formats"
diff --git a/public/docs/mavedb/getting_started.html b/public/docs/mavedb/getting_started.html
index 2d97def9..248135fa 100644
--- a/public/docs/mavedb/getting_started.html
+++ b/public/docs/mavedb/getting_started.html
@@ -15,8 +15,6 @@
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="User account management" href="accounts.html" />
-    <link rel="prev" title="MaveDB documentation" href="index.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -31,12 +29,6 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
-        <li class="right" >
-          <a href="accounts.html" title="User account management"
-             accesskey="N">next</a> |</li>
-        <li class="right" >
-          <a href="index.html" title="MaveDB documentation"
-             accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Getting started with MaveDB</a></li> 
       </ul>
@@ -68,6 +60,12 @@ <h1>Getting started with MaveDB<a class="headerlink" href="#getting-started-with
 <section id="additional-resources">
 <span id="end-getting-started-with-exploring-data"></span><span id="getting-started-with-exploring-data"></span><h3>Additional resources<a class="headerlink" href="#additional-resources" title="Link to this heading">¶</a></h3>
 <div class="toctree-wrapper compound" id="getting-started-with-additional-resources">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="mavemd/variant_search.html">Variant Search</a></li>
+<li class="toctree-l1"><a class="reference internal" href="mavemd/curation.html">Data Set Curation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="mavemd/clinical_view.html">Variant Clinical View</a></li>
+<li class="toctree-l1"><a class="reference internal" href="mavemd/evaluating_functional_assays.html">Evaluating functional assays</a></li>
+</ul>
 </div>
 </section>
 </section>
@@ -97,16 +95,6 @@ <h3><a href="index.html">Table of Contents</a></h3>
 </ul>
 
   </div>
-  <div>
-    <h4>Previous topic</h4>
-    <p class="topless"><a href="index.html"
-                          title="previous chapter">MaveDB documentation</a></p>
-  </div>
-  <div>
-    <h4>Next topic</h4>
-    <p class="topless"><a href="accounts.html"
-                          title="next chapter">User account management</a></p>
-  </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
     <ul class="this-page-menu">
@@ -134,12 +122,6 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="genindex.html" title="General Index"
              >index</a></li>
-        <li class="right" >
-          <a href="accounts.html" title="User account management"
-             >next</a> |</li>
-        <li class="right" >
-          <a href="index.html" title="MaveDB documentation"
-             >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Getting started with MaveDB</a></li> 
       </ul>
diff --git a/public/docs/mavedb/index.html b/public/docs/mavedb/index.html
index 2a769e33..2f2093ee 100644
--- a/public/docs/mavedb/index.html
+++ b/public/docs/mavedb/index.html
@@ -15,7 +15,7 @@
     <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
-    <link rel="next" title="Getting started with MaveDB" href="getting_started.html" />
+    <link rel="next" title="User account management" href="accounts.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -31,7 +31,7 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              accesskey="I">index</a></li>
         <li class="right" >
-          <a href="getting_started.html" title="Getting started with MaveDB"
+          <a href="accounts.html" title="User account management"
              accesskey="N">next</a> |</li>
         <li class="nav-item nav-item-0"><a href="#">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">MaveDB documentation</a></li> 
@@ -52,10 +52,6 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
 To report issues or request new features, please use the <a class="reference external" href="https://github.com/VariantEffect/mavedb-api/issues">MaveDB issue tracker</a>.</p>
 <div class="toctree-wrapper compound" id="index">
 <ul>
-<li class="toctree-l1"><a class="reference internal" href="getting_started.html">Getting started with MaveDB</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="getting_started.html#what-is-mavedb">What is MaveDB?</a></li>
-</ul>
-</li>
 <li class="toctree-l1"><a class="reference internal" href="accounts.html">User account management</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="accounts.html#setting-an-email-address">Setting an email address</a></li>
 <li class="toctree-l2"><a class="reference internal" href="accounts.html#api-access-tokens">API access tokens</a></li>
@@ -131,13 +127,6 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
 <li class="toctree-l2"><a class="reference internal" href="collections.html#official-collections">Official Collections</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="mavemd/index.html">MaveMD</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="mavemd/variant_search.html">Variant Search</a></li>
-<li class="toctree-l2"><a class="reference internal" href="mavemd/curation.html">Data Set Curation</a></li>
-<li class="toctree-l2"><a class="reference internal" href="mavemd/clinical_view.html">Variant Clinical View</a></li>
-<li class="toctree-l2"><a class="reference internal" href="mavemd/evaluating_functional_assays.html">Evaluating functional assays</a></li>
-</ul>
-</li>
 <li class="toctree-l1"><a class="reference internal" href="assay_facts.html">Assay facts</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="assay_facts.html#assay-fact-sheet-properties">Assay fact sheet properties</a></li>
 </ul>
@@ -180,8 +169,8 @@ <h1>MaveDB documentation<a class="headerlink" href="#mavedb-documentation" title
         <div class="sphinxsidebarwrapper">
   <div>
     <h4>Next topic</h4>
-    <p class="topless"><a href="getting_started.html"
-                          title="next chapter">Getting started with MaveDB</a></p>
+    <p class="topless"><a href="accounts.html"
+                          title="next chapter">User account management</a></p>
   </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
@@ -211,7 +200,7 @@ <h3>Navigation</h3>
           <a href="genindex.html" title="General Index"
              >index</a></li>
         <li class="right" >
-          <a href="getting_started.html" title="Getting started with MaveDB"
+          <a href="accounts.html" title="User account management"
              >next</a> |</li>
         <li class="nav-item nav-item-0"><a href="#">MaveDB 2025.5.2 documentation</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">MaveDB documentation</a></li> 
diff --git a/public/docs/mavedb/mavemd/clinical_view.html b/public/docs/mavedb/mavemd/clinical_view.html
index 9068ac02..7163d4dc 100644
--- a/public/docs/mavedb/mavemd/clinical_view.html
+++ b/public/docs/mavedb/mavemd/clinical_view.html
@@ -15,8 +15,6 @@
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="Evaluating functional assays" href="evaluating_functional_assays.html" />
-    <link rel="prev" title="Data Set Curation" href="curation.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -31,14 +29,7 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="../genindex.html" title="General Index"
              accesskey="I">index</a></li>
-        <li class="right" >
-          <a href="evaluating_functional_assays.html" title="Evaluating functional assays"
-             accesskey="N">next</a> |</li>
-        <li class="right" >
-          <a href="curation.html" title="Data Set Curation"
-             accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
-          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">MaveMD</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Variant Clinical View</a></li> 
       </ul>
     </div>  
@@ -60,16 +51,6 @@ <h1>Variant Clinical View<a class="headerlink" href="#variant-clinical-view" tit
       </div>
       <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
         <div class="sphinxsidebarwrapper">
-  <div>
-    <h4>Previous topic</h4>
-    <p class="topless"><a href="curation.html"
-                          title="previous chapter">Data Set Curation</a></p>
-  </div>
-  <div>
-    <h4>Next topic</h4>
-    <p class="topless"><a href="evaluating_functional_assays.html"
-                          title="next chapter">Evaluating functional assays</a></p>
-  </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
     <ul class="this-page-menu">
@@ -97,14 +78,7 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="../genindex.html" title="General Index"
              >index</a></li>
-        <li class="right" >
-          <a href="evaluating_functional_assays.html" title="Evaluating functional assays"
-             >next</a> |</li>
-        <li class="right" >
-          <a href="curation.html" title="Data Set Curation"
-             >previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
-          <li class="nav-item nav-item-1"><a href="index.html" >MaveMD</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Variant Clinical View</a></li> 
       </ul>
     </div>
diff --git a/public/docs/mavedb/mavemd/curation.html b/public/docs/mavedb/mavemd/curation.html
index 37b7f2b7..6be4cc85 100644
--- a/public/docs/mavedb/mavemd/curation.html
+++ b/public/docs/mavedb/mavemd/curation.html
@@ -15,8 +15,6 @@
     <script src="../_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="../genindex.html" />
     <link rel="search" title="Search" href="../search.html" />
-    <link rel="next" title="Variant Clinical View" href="clinical_view.html" />
-    <link rel="prev" title="Variant Search" href="variant_search.html" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Neuton&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Nobile:regular,italic,bold,bolditalic&amp;subset=latin" type="text/css" media="screen" charset="utf-8" />
 <!--[if lte IE 6]>
@@ -31,14 +29,7 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="../genindex.html" title="General Index"
              accesskey="I">index</a></li>
-        <li class="right" >
-          <a href="clinical_view.html" title="Variant Clinical View"
-             accesskey="N">next</a> |</li>
-        <li class="right" >
-          <a href="variant_search.html" title="Variant Search"
-             accesskey="P">previous</a> |</li>
         <li class="nav-item nav-item-0"><a href="../index.html">MaveDB 2025.5.2 documentation</a> &#187;</li>
-          <li class="nav-item nav-item-1"><a href="index.html" accesskey="U">MaveMD</a> &#187;</li>
         <li class="nav-item nav-item-this"><a href="">Data Set Curation</a></li> 
       </ul>
     </div>  
@@ -60,16 +51,6 @@ <h1>Data Set Curation<a class="headerlink" href="#data-set-curation" title="Link
       </div>
       <div class="sphinxsidebar" role="navigation" aria-label="main navigation">
         <div class="sphinxsidebarwrapper">
-  <div>
-    <h4>Previous topic</h4>
-    <p class="topless"><a href="variant_search.html"
-                          title="previous chapter">Variant Search</a></p>
-  </div>
-  <div>
-    <h4>Next topic</h4>
-    <p class="topless"><a href="clinical_view.html"
-                          title="next chapter">Variant Clinical View</a></p>
-  </div>
   <div role="note" aria-label="source link">
     <h3>This Page</h3>
     <ul class="this-page-menu">
@@ -97,14 +78,7 @@ <h3>Navigation</h3>
         <li class="right" style="margin-right: 10px">
           <a href="../genindex.html" title="General Index"
              >index</a></li>
-        <li class="right" >
-          <a href="clinical_view.html" title="Variant Clinical View"
-             >next</a> |</li>
-        <li class="right" >
-          <a href="variant_search.html" title="Variant Search"
-             >previous</a> |</li>
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diff --git a/public/docs/mavedb/record_types/metadata_guide.html b/public/docs/mavedb/record_types/metadata_guide.html
index 234ab3c4..28e80928 100644
--- a/public/docs/mavedb/record_types/metadata_guide.html
+++ b/public/docs/mavedb/record_types/metadata_guide.html
@@ -353,8 +353,8 @@ <h4>Counts table<a class="headerlink" href="#counts-table" title="Link to this h
 <a class="reference internal" href="#free-text-metadata"><span class="std std-ref">free text methods</span></a>.</p>
 </section>
 </section>
-<section id="metadata-files">
-<h3>Metadata files<a class="headerlink" href="#metadata-files" title="Link to this heading">¶</a></h3>
+<section id="score-count-metadata-files">
+<h3>Score/count metadata files<a class="headerlink" href="#score-count-metadata-files" title="Link to this heading">¶</a></h3>
 <p>Users may also upload metadata files in JSON format to provide additional structured metadata about the columns in the score and count tables.
 These files should be named <code class="docutils literal notranslate"><span class="pre">score_columns_metadata.json</span></code> and <code class="docutils literal notranslate"><span class="pre">count_columns_metadata.json</span></code> respectively. These files are
 optional, but recommended.</p>
@@ -394,7 +394,7 @@ <h3>Metadata files<a class="headerlink" href="#metadata-files" title="Link to th
 <ul class="simple">
 <li><p><a class="reference internal" href="#calibrations">Calibrations</a> to provide additional context for interpreting the scores.</p></li>
 <li><p><a class="reference internal" href="#counts-table">Counts table</a> containing the variant counts (if available).</p></li>
-<li><p><a class="reference internal" href="#metadata-files">Metadata files</a> containing additional information about the score set.</p></li>
+<li><p><a href="#id7"><span class="problematic" id="id8">`Metadata files`_</span></a> containing additional information about the score set.</p></li>
 </ul>
 </section>
 
@@ -437,7 +437,7 @@ <h3><a href="../index.html">Table of Contents</a></h3>
 <li><a class="reference internal" href="#counts-table">Counts table</a></li>
 </ul>
 </li>
-<li><a class="reference internal" href="#metadata-files">Metadata files</a></li>
+<li><a class="reference internal" href="#score-count-metadata-files">Score/count metadata files</a></li>
 </ul>
 </li>
 </ul>
diff --git a/public/docs/mavedb/searchindex.js b/public/docs/mavedb/searchindex.js
index d54fa4c2..eb3fad20 100644
--- a/public/docs/mavedb/searchindex.js
+++ b/public/docs/mavedb/searchindex.js
@@ -1 +1 @@
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"metadata-files"]], "Making your data public": [[20, "making-your-data-public"]], "Data licensing": [[20, "data-licensing"]], "Deprecating score sets": [[20, "deprecating-score-sets"]], "Experiments": [[22, "experiments"]], "Experiment contributors": [[22, "experiment-contributors"]], "Experiment metadata": [[22, "experiment-metadata"]], "Data set metadata and properties": [[24, "data-set-metadata-and-properties"]], "Free text metadata": [[24, "free-text-metadata"]], "Digital Object Identifiers (DOIs)": [[24, "digital-object-identifiers-dois"]], "Publication details": [[24, "publication-details"]], "Contributors": [[24, "contributors"]], "Optional structured metadata": [[24, "optional-structured-metadata"]], "Experiment specific metadata": [[24, "experiment-specific-metadata"]], "Raw data accessions": [[24, "raw-data-accessions"]], "Keywords": [[24, "keywords"]], "Score set specific metadata": [[24, "score-set-specific-metadata"]], "Licenses": [[24, "licenses"]], "Score set targets": [[24, "score-set-targets"]], "Calibrations": [[24, "calibrations"]], "Variant tables": [[24, "variant-tables"]], "Score table": [[24, "score-table"]], "Counts table": [[24, "counts-table"]], "Score/count metadata files": [[24, "score-count-metadata-files"]], "Metadata checklist": [[24, "metadata-checklist"]], "Score sets": [[25, "score-sets"]], "Meta-analysis score sets": [[25, "meta-analysis-score-sets"]], "Score set contributors": [[25, "score-set-contributors"]], "Deprecating data": [[25, "deprecating-data"]], "Score set metadata": [[25, "score-set-metadata"]], "Depositing your data into MaveDB": [[28, "depositing-your-data-into-mavedb"]], "Data upload wizard": [[28, "data-upload-wizard"]], "Uploading an experiment": [[28, "uploading-an-experiment"]], "What is an experiment?": [[28, "what-is-an-experiment"]], "What is required to upload an experiment?": [[28, "what-is-required-to-upload-an-experiment"]], "Uploading a score set": [[28, "uploading-a-score-set"]], "What is a score set?": [[28, "what-is-a-score-set"]], "What is required to upload a score set?": [[28, "what-is-required-to-upload-a-score-set"]], "Publishing your data": [[28, "publishing-your-data"]], "Getting started with MaveDB": [[12, "getting-started-with-mavedb"]], "What is MaveDB?": [[12, "what-is-mavedb"]], "Uploading data": [[12, "uploading-data"]], "Publishing data": [[12, "publishing-data"]], "Accessing data": [[12, "accessing-data"]], "Exploring data": [[12, "exploring-data"]], "Additional resources": [[12, "additional-resources"]], "MaveMD": [[17, "mavemd"]], "Record types": [[23, "record-types"]], "MaveDB documentation": [[13, "mavedb-documentation"]]}, "indexentries": {}})
\ No newline at end of file
diff --git a/src/docs/mavedb/conf.py b/src/docs/mavedb/conf.py
index df66f723..ce0e00cf 100644
--- a/src/docs/mavedb/conf.py
+++ b/src/docs/mavedb/conf.py
@@ -5,7 +5,7 @@
 # -- Project information -----------------------------------------------------
 
 project = "MaveDB"
-copyright = "2017-2025, MaveDB Developers"
+copyright = "2017-2026, MaveDB Developers"
 author = "MaveDB Developers"
 
 # The full version, including alpha/beta/rc tags
diff --git a/src/docs/mavedb/index.rst b/src/docs/mavedb/index.rst
index bd99abe1..b1f44c28 100644
--- a/src/docs/mavedb/index.rst
+++ b/src/docs/mavedb/index.rst
@@ -13,7 +13,8 @@ To report issues or request new features, please use the `MaveDB issue tracker`_
 .. toctree::
    :maxdepth: 2
 
-   getting_started
+   .. getting_started
+   
    accounts
    record_types/index
    targets
@@ -27,7 +28,6 @@ To report issues or request new features, please use the `MaveDB issue tracker`_
    bulk_downloads
    output_formats
    collections
-   mavemd/index
    assay_facts
    visualizations
    api/index
diff --git a/src/docs/mavedb/mavemd/index.rst b/src/docs/mavedb/mavemd/index.rst
index 8a4b3204..35998804 100644
--- a/src/docs/mavedb/mavemd/index.rst
+++ b/src/docs/mavedb/mavemd/index.rst
@@ -9,9 +9,9 @@ of variants based on variant effect measurements from MAVE assays.
 .. toctree::
    :maxdepth: 2
 
-   variant_search
-   curation
-   clinical_view
-   evaluating_functional_assays
+   ../mavemd/variant_search
+   ../mavemd/curation
+   ../mavemd/clinical_view
+   ../mavemd/evaluating_functional_assays
 
 .. _end-mavemd-index:
\ No newline at end of file
diff --git a/src/docs/mavedb/record_types/index.rst b/src/docs/mavedb/record_types/index.rst
index bc4b7a2a..530748d3 100644
--- a/src/docs/mavedb/record_types/index.rst
+++ b/src/docs/mavedb/record_types/index.rst
@@ -33,9 +33,9 @@ Each of these record types are described in more detail below.
 .. toctree::
    :maxdepth: 2
 
-   experiment_sets
-   experiments
-   score_sets
-   metadata_guide
+   ../record_types/experiment_sets
+   ../record_types/experiments
+   ../record_types/score_sets
+   ../record_types/metadata_guide
 
 .. _end-record-types-index:
\ No newline at end of file
diff --git a/src/docs/mavedb/record_types/metadata_guide.rst b/src/docs/mavedb/record_types/metadata_guide.rst
index 24bace7e..9bcd9bfb 100644
--- a/src/docs/mavedb/record_types/metadata_guide.rst
+++ b/src/docs/mavedb/record_types/metadata_guide.rst
@@ -251,7 +251,7 @@ Counts table
     :start-after: .. _count-table-columns:
     :end-before: .. _end-count-table-columns:
 
-Metadata files
+Score/count metadata files
 ################################
 
 .. include:: ../data_formats.rst

From d8aba726e82bd69673a502889fee071aebae9d55 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Fri, 12 Dec 2025 17:53:30 -0800
Subject: [PATCH 155/157] feat: use mapped HGNC name for assay facts gene text
 when available

---
 src/components/AssayFactSheet.vue | 21 +++++++++--
 src/schema/openapi.d.ts           | 61 +++++++++++++++++++------------
 2 files changed, 55 insertions(+), 27 deletions(-)

diff --git a/src/components/AssayFactSheet.vue b/src/components/AssayFactSheet.vue
index a5511bc9..511152d3 100644
--- a/src/components/AssayFactSheet.vue
+++ b/src/components/AssayFactSheet.vue
@@ -14,7 +14,9 @@
     <div class="mavedb-assay-facts-section mavedb-assay-facts-bottom-separator">
       <div class="mavedb-assay-facts-row">
         <div class="mavedb-assay-facts-label">Gene (HGNC symbol)</div>
-        <div class="mavedb-assay-facts-value">{{ scoreSet.targetGenes[0]?.name }}</div>
+        <div class="mavedb-assay-facts-value">
+          {{ geneTextForScoreSet ? geneTextForScoreSet : 'Not specified' }}
+        </div>
       </div>
     </div>
     <div class="mavedb-assay-facts-section">
@@ -238,8 +240,7 @@ export default defineComponent({
     },
 
     geneAndYear: function () {
-      // TODO VariantEffect/mavedb-api#450
-      const gene = this.scoreSet.targetGenes?.[0]?.name
+      const gene = this.geneTextForScoreSet
       const year = this.scoreSet.primaryPublicationIdentifiers[0]?.publicationYear
       const parts = [gene, year?.toString()].filter((x) => x != null)
       return parts.length > 0 ? parts.join(' ') : undefined
@@ -253,6 +254,20 @@ export default defineComponent({
       return this.scoreSet.primaryPublicationIdentifiers[0]?.publicationJournal
     },
 
+    distinctGenesForTargets: function () {
+      // empty when no target genes have mappedHgncName
+      const geneNames = this.scoreSet.targetGenes?.map((tg) => tg.mappedHgncName) || []
+      return _.uniq(geneNames.filter((name) => !_.isEmpty(name))) as string[]
+    },
+
+    geneTextForScoreSet: function () {
+      if (this.distinctGenesForTargets.length == 0) {
+        return this.scoreSet.targetGenes[0]?.name || null
+      }
+
+      return this.distinctGenesForTargets.length == 1 ? this.distinctGenesForTargets[0] : 'Multiple genes'
+    },
+
     detectsNmd: function () {
       const libraryCreationMethod = this.scoreSet.experiment?.keywords?.find(
         (k) => k.keyword.key === 'Variant Library Creation Method'
diff --git a/src/schema/openapi.d.ts b/src/schema/openapi.d.ts
index 5438c51b..5bd2934b 100644
--- a/src/schema/openapi.d.ts
+++ b/src/schema/openapi.d.ts
@@ -667,7 +667,7 @@ export interface paths {
      *     The index to start from. If None, starts from the beginning.
      * limit : Optional[int]
      *     The maximum number of variants to return. If None, returns all variants.
-     * namespaces: List[Literal["scores", "counts", "vep", "gnomad"]]
+     * namespaces: List[Literal["scores", "counts", "vep", "gnomad", "clingen"]]
      *     The namespaces of all columns except for accession, hgvs_nt, hgvs_pro, and hgvs_splice.
      *     We may add ClinVar in the future.
      * drop_na_columns : bool, optional
@@ -2708,7 +2708,7 @@ export interface components {
       /** Processingstate */
       processingState?: string | null;
       /** Officialcollections */
-      officialCollections: components["schemas"]["mavedb__view_models__score_set__OfficialCollection"][];
+      officialCollections: components["schemas"]["OfficialCollection"][];
     };
     /**
      * ExperimentControlledKeyword
@@ -3542,6 +3542,15 @@ export interface components {
       /** Privatekey */
       privateKey: string;
     };
+    /** OfficialCollection */
+    OfficialCollection: {
+      /** Badgename */
+      badgeName: string;
+      /** Name */
+      name: string;
+      /** Urn */
+      urn: string;
+    };
     /** OrcidUser */
     OrcidUser: {
       /** Recordtype */
@@ -4092,11 +4101,11 @@ export interface components {
       /** Functionalclassifications */
       functionalClassifications?: components["schemas"]["mavedb__view_models__score_calibration__FunctionalClassification"][] | null;
       /** Thresholdsources */
-      thresholdSources?: components["schemas"]["PublicationIdentifier"][] | null;
+      thresholdSources: components["schemas"]["PublicationIdentifier"][];
       /** Classificationsources */
-      classificationSources?: components["schemas"]["PublicationIdentifier"][] | null;
+      classificationSources: components["schemas"]["PublicationIdentifier"][];
       /** Methodsources */
-      methodSources?: components["schemas"]["PublicationIdentifier"][] | null;
+      methodSources: components["schemas"]["PublicationIdentifier"][];
       /** Calibrationmetadata */
       calibrationMetadata?: Record<string, never> | null;
       /** Recordtype */
@@ -4153,11 +4162,11 @@ export interface components {
       /** Functionalclassifications */
       functionalClassifications?: components["schemas"]["FunctionalClassificationCreate"][] | null;
       /** Thresholdsources */
-      thresholdSources?: components["schemas"]["PublicationIdentifierCreate"][] | null;
+      thresholdSources: components["schemas"]["PublicationIdentifierCreate"][];
       /** Classificationsources */
-      classificationSources?: components["schemas"]["PublicationIdentifierCreate"][] | null;
+      classificationSources: components["schemas"]["PublicationIdentifierCreate"][];
       /** Methodsources */
-      methodSources?: components["schemas"]["PublicationIdentifierCreate"][] | null;
+      methodSources: components["schemas"]["PublicationIdentifierCreate"][];
       /** Calibrationmetadata */
       calibrationMetadata?: Record<string, never> | null;
       /** Scoreseturn */
@@ -4184,11 +4193,11 @@ export interface components {
       /** Functionalclassifications */
       functionalClassifications?: components["schemas"]["SavedFunctionalClassification"][] | null;
       /** Thresholdsources */
-      thresholdSources?: components["schemas"]["SavedPublicationIdentifier"][] | null;
+      thresholdSources: components["schemas"]["SavedPublicationIdentifier"][];
       /** Classificationsources */
-      classificationSources?: components["schemas"]["SavedPublicationIdentifier"][] | null;
+      classificationSources: components["schemas"]["SavedPublicationIdentifier"][];
       /** Methodsources */
-      methodSources?: components["schemas"]["SavedPublicationIdentifier"][] | null;
+      methodSources: components["schemas"]["SavedPublicationIdentifier"][];
       /** Calibrationmetadata */
       calibrationMetadata?: Record<string, never> | null;
       /** Recordtype */
@@ -4289,7 +4298,7 @@ export interface components {
       scoreCalibrations?: components["schemas"]["ScoreCalibration"][] | null;
       experiment: components["schemas"]["Experiment"];
       /** Officialcollections */
-      officialCollections: components["schemas"]["mavedb__view_models__score_set__OfficialCollection"][];
+      officialCollections: components["schemas"]["OfficialCollection"][];
       /** Private */
       private: boolean;
       processingState?: components["schemas"]["ProcessingState"] | null;
@@ -4714,6 +4723,8 @@ export interface components {
       recordType?: string;
       targetSequence?: components["schemas"]["SavedTargetSequence"] | null;
       targetAccession?: components["schemas"]["SavedTargetAccession"] | null;
+      /** Mappedhgncname */
+      mappedHgncName?: string | null;
       /** Uniprotidfrommappedmetadata */
       uniprotIdFromMappedMetadata?: string | null;
     };
@@ -4920,6 +4931,8 @@ export interface components {
       recordType?: string;
       targetSequence?: components["schemas"]["TargetSequence"] | null;
       targetAccession?: components["schemas"]["TargetAccession"] | null;
+      /** Mappedhgncname */
+      mappedHgncName?: string | null;
       /** Uniprotidfrommappedmetadata */
       uniprotIdFromMappedMetadata?: string | null;
     };
@@ -4952,6 +4965,8 @@ export interface components {
       recordType?: string;
       targetSequence?: components["schemas"]["TargetSequence"] | null;
       targetAccession?: components["schemas"]["TargetAccession"] | null;
+      /** Mappedhgncname */
+      mappedHgncName?: string | null;
       /** Uniprotidfrommappedmetadata */
       uniprotIdFromMappedMetadata?: string | null;
       /** Scoreseturn */
@@ -5756,15 +5771,6 @@ export interface components {
        */
       variants?: components["schemas"]["VariantEffectMeasurement"][];
     };
-    /** OfficialCollection */
-    mavedb__view_models__score_set__OfficialCollection: {
-      /** Badgename */
-      badgeName: string;
-      /** Name */
-      name: string;
-      /** Urn */
-      urn: string;
-    };
     /**
      * sequenceString
      * @description A character string of Residues that represents a biological sequence using the conventional sequence order (5'-to-3' for nucleic acid sequences, and amino-to-carboxyl for amino acid sequences). IUPAC ambiguity codes are permitted in Sequence Strings.
@@ -8685,6 +8691,11 @@ export interface operations {
   };
   /** Get Filter Options For Search */
   get_filter_options_for_search_api_v1_score_sets_search_filter_options_post: {
+    parameters: {
+      header?: {
+        "x-active-roles"?: string | null;
+      };
+    };
     requestBody: {
       content: {
         "application/json": components["schemas"]["ScoreSetsSearch"];
@@ -8983,7 +8994,7 @@ export interface operations {
    *     The index to start from. If None, starts from the beginning.
    * limit : Optional[int]
    *     The maximum number of variants to return. If None, returns all variants.
-   * namespaces: List[Literal["scores", "counts", "vep", "gnomad"]]
+   * namespaces: List[Literal["scores", "counts", "vep", "gnomad", "clingen"]]
    *     The namespaces of all columns except for accession, hgvs_nt, hgvs_pro, and hgvs_splice.
    *     We may add ClinVar in the future.
    * drop_na_columns : bool, optional
@@ -9005,8 +9016,8 @@ export interface operations {
         start?: number;
         /** @description Maximum number of variants to return */
         limit?: number;
-        /** @description One or more data types to include: scores, counts, clinVar, gnomAD, VEP */
-        namespaces?: ("scores" | "counts" | "vep" | "gnomad")[];
+        /** @description One or more data types to include: scores, counts, ClinGen, gnomAD, VEP */
+        namespaces?: ("scores" | "counts" | "vep" | "gnomad" | "clingen")[];
         drop_na_columns?: boolean | null;
         include_custom_columns?: boolean | null;
         include_post_mapped_hgvs?: boolean | null;
@@ -9068,6 +9079,7 @@ export interface operations {
         urn: string;
       };
     };
+    /** @description Score files, to be uploaded as multipart form data. The `scores_file` is required, while the `counts_file`, `score_columns_metadata`, and `count_columns_metadata` are optional. */
     requestBody?: {
       content: {
         "multipart/form-data": components["schemas"]["Body_upload_score_set_variant_data_api_v1_score_sets__urn__variants_data_post"];
@@ -9604,6 +9616,7 @@ export interface operations {
         urn: string;
       };
     };
+    /** @description Score set properties and score files, to be uploaded as multipart form data. All fields here are optional, and only those provided will be updated. */
     requestBody?: {
       content: {
         "multipart/form-data": components["schemas"]["Body_update_score_set_with_variants_api_v1_score_sets_with_variants__urn__patch"];

From d841d65d0e6bc987bd28047affc5a3c7462fe9e4 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Thu, 5 Feb 2026 10:22:41 -0800
Subject: [PATCH 156/157] fix (#616): ensure VA download options are only
 displayed when available

---
 src/components/screens/ScoreSetView.vue | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/src/components/screens/ScoreSetView.vue b/src/components/screens/ScoreSetView.vue
index 7c72f2b7..5e465b76 100644
--- a/src/components/screens/ScoreSetView.vue
+++ b/src/components/screens/ScoreSetView.vue
@@ -554,6 +554,13 @@ export default {
       const countColumns = allCountColumns.filter((col) => col !== 'accession')
       return countColumns.length > 0
     },
+    hasPrimaryCalibration: function () {
+      return !!(
+        this.item?.scoreCalibrations &&
+        this.item.scoreCalibrations.length > 0 &&
+        this.item.scoreCalibrations.some((cal) => cal.primary)
+      )
+    },
     dataTypeOptions: function () {
       const options = [
         {label: 'Scores', value: 'scores'},
@@ -569,7 +576,7 @@ export default {
     annotatedVariantDownloadOptions: function () {
       const annotatedVariantOptions = []
 
-      if (this.item?.scoreCalibrations) {
+      if (this.hasPrimaryCalibration) {
         annotatedVariantOptions.push({
           label: 'Pathogenicity Evidence Line',
           command: () => {
@@ -578,7 +585,7 @@ export default {
         })
       }
 
-      if (this.item?.scoreCalibrations) {
+      if (this.hasPrimaryCalibration) {
         annotatedVariantOptions.push({
           label: 'Functional Impact Statement',
           command: () => {

From cd6fd09d5b0bef5eedf3f048d87cedfccdb9d948 Mon Sep 17 00:00:00 2001
From: Benjamin Capodanno <bencap@outlook.com>
Date: Thu, 5 Feb 2026 11:35:57 -0800
Subject: [PATCH 157/157] chore: bump version to 2026.1.0

---
 package-lock.json | 4 ++--
 package.json      | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/package-lock.json b/package-lock.json
index ec5aa90a..4f957103 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,12 +1,12 @@
 {
   "name": "mavedb-ui",
-  "version": "2025.5.2",
+  "version": "2026.1.0",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "mavedb-ui",
-      "version": "2025.5.2",
+      "version": "2026.1.0",
       "dependencies": {
         "@fontsource/raleway": "^5.0.16",
         "@fortawesome/fontawesome-svg-core": "^7.0.0",
diff --git a/package.json b/package.json
index 536018ef..67a634da 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
 {
   "name": "mavedb-ui",
-  "version": "2025.5.2",
+  "version": "2026.1.0",
   "private": true,
   "type": "module",
   "scripts": {