diff --git a/medcat-trainer/docs/pyproject.toml b/medcat-trainer/docs/pyproject.toml
index 6e5c4bac6..77349a6f7 100644
--- a/medcat-trainer/docs/pyproject.toml
+++ b/medcat-trainer/docs/pyproject.toml
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diff --git a/medcat-trainer/webapp/frontend/package-lock.json b/medcat-trainer/webapp/frontend/package-lock.json
index 91f097df1..114a75fd2 100644
--- a/medcat-trainer/webapp/frontend/package-lock.json
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diff --git a/medcat-trainer/webapp/frontend/package.json b/medcat-trainer/webapp/frontend/package.json
index b5bd18fdd..c89ab11e4 100644
--- a/medcat-trainer/webapp/frontend/package.json
+++ b/medcat-trainer/webapp/frontend/package.json
@@ -22,14 +22,15 @@
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-    "axios": "^1.16.1",
+    "axios": "^1.20.0",
     "bootstrap": "^5.3.8",
     "keycloak-js": "^26.2.4",
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-    "vue": "^3.5.34",
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@@ -44,11 +45,11 @@
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-    "vitest": "^3.2.4",
+    "vitest": "^4.1.12",
     "vue-tsc": "^2.2.12"
+  },
+  "overrides": {
+    "postcss-selector-parser": "^7.1.6"
   }
 }
diff --git a/medcat-trainer/webapp/frontend/src/App.vue b/medcat-trainer/webapp/frontend/src/App.vue
index 998508d4c..88b0b07ab 100644
--- a/medcat-trainer/webapp/frontend/src/App.vue
+++ b/medcat-trainer/webapp/frontend/src/App.vue
@@ -204,7 +204,7 @@ export default {
       }
     }
   },
-  beforeDestroy () {
+  beforeUnmount () {
     EventBus.$off('login:success', this.loginSuccessful)
     EventBus.$off(UNAUTHORIZED_EVENT, this.onUnauthorized)
   },
diff --git a/medcat-trainer/webapp/frontend/src/components/anns/AddAnnotation.vue b/medcat-trainer/webapp/frontend/src/components/anns/AddAnnotation.vue
index 7f64c47a0..abf81fdad 100644
--- a/medcat-trainer/webapp/frontend/src/components/anns/AddAnnotation.vue
+++ b/medcat-trainer/webapp/frontend/src/components/anns/AddAnnotation.vue
@@ -161,7 +161,7 @@ export default {
   mounted () {
     window.addEventListener('keydown', this.keydown)
   },
-  beforeDestroy () {
+  beforeUnmount () {
     window.removeEventListener('keydown', this.keydown)
   }
 }
diff --git a/medcat-trainer/webapp/frontend/src/components/anns/TaskBar.vue b/medcat-trainer/webapp/frontend/src/components/anns/TaskBar.vue
index e7973721a..3034afe11 100644
--- a/medcat-trainer/webapp/frontend/src/components/anns/TaskBar.vue
+++ b/medcat-trainer/webapp/frontend/src/components/anns/TaskBar.vue
@@ -83,9 +83,9 @@ export default {
           this.submit()
         }
       } else if (e.keyCode >= 49 && e.keyCode < 54 && !this.taskLocked) {
-        let codeRange = _.range(5)
-        let keyRange = _.range(49, 54)
-        let selectIdx = _.zipObject(keyRange, codeRange)[e.keyCode]
+        const codeRange = _.range(5)
+        const keyRange = _.range(49, 54)
+        const selectIdx = _.zipObject(keyRange, codeRange)[e.keyCode]
         switch (selectIdx) {
           case 0:
             this.correct()
@@ -118,7 +118,7 @@ export default {
   mounted () {
     this.listenShortcuts()
   },
-  beforeDestroy () {
+  beforeUnmount () {
     this.ignoreShortcuts()
   }
 }
diff --git a/medcat-trainer/webapp/frontend/src/components/common/AddNewConcept.vue b/medcat-trainer/webapp/frontend/src/components/common/AddNewConcept.vue
index 0ea1b12dd..a8dc81d37 100644
--- a/medcat-trainer/webapp/frontend/src/components/common/AddNewConcept.vue
+++ b/medcat-trainer/webapp/frontend/src/components/common/AddNewConcept.vue
@@ -102,7 +102,7 @@ export default {
         selection_occur_idx: this.selection.selectionOccurrenceIdx
       }
       Object.assign(payload, this.concept)
-      let nextCtx = this.selection.nextText.slice(0, 30).split(' ').slice(0, -1)
+      const nextCtx = this.selection.nextText.slice(0, 30).split(' ').slice(0, -1)
       payload['context'] = `${this.selection.prevText}${this.selection.selStr}${nextCtx}`
 
       this.loading = true
@@ -114,14 +114,14 @@ export default {
           this.loading = false
           if (err.code === 400) {
             this.addConceptErr = 'Invalid CUI value. CUI already exists in MedCAT.'
-            let that = this
+            const that = this
             setTimeout(function () {
               that.addConceptErr = false
             }, 5000)
           } else {
             this.addConceptErr = `Error adding concept:${(err.response.data || {}).err || 'Unknown error: more info in the console'}`
             console.error(err)
-            let that = this
+            const that = this
             setTimeout(function () {
               that.addConceptErr = false
             }, 5000)
@@ -130,7 +130,7 @@ export default {
       }).catch(err => {
         this.loading = false
         this.addConceptErr = err.response?.data?.message || 'Error loading model.'
-        let that = this
+        const that = this
         setTimeout(function () {
           that.addConceptErr = false
         }, 5000)
diff --git a/medcat-trainer/webapp/frontend/src/components/common/ClinicalText.vue b/medcat-trainer/webapp/frontend/src/components/common/ClinicalText.vue
index 93777564d..9c99c25c5 100644
--- a/medcat-trainer/webapp/frontend/src/components/common/ClinicalText.vue
+++ b/medcat-trainer/webapp/frontend/src/components/common/ClinicalText.vue
@@ -158,7 +158,7 @@ export default {
       const getStyleClass = (ent, origIndex) => {
         let styleClass = taskHighlightDefault
         if (ent.assignedValues[this.taskName] !== null) {
-          let btnIndex = this.taskValues.indexOf(ent.assignedValues[this.taskName])
+          const btnIndex = this.taskValues.indexOf(ent.assignedValues[this.taskName])
           styleClass = `highlight-task-${btnIndex}`
         }
 
@@ -334,7 +334,7 @@ export default {
   },
   methods: {
     scrollIntoView  (timeout) {
-      let el = document.getElementsByClassName('highlight-task-selected')
+      const el = document.getElementsByClassName('highlight-task-selected')
       setTimeout(function () { // setTimeout to put this into event queue
         if (el[0]) {
           el[0].scrollIntoView({
@@ -378,8 +378,8 @@ export default {
         let priorText = anchor.data.slice(0, selection.anchorOffset)
         let priorSibling = anchor.previousSibling || anchor.parentElement.previousSibling
 
-        let sameNode = anchor.compareDocumentPosition(focus) === 0
-        let focusProceedingAnchor = anchor.compareDocumentPosition(focus) === 2
+        const sameNode = anchor.compareDocumentPosition(focus) === 0
+        const focusProceedingAnchor = anchor.compareDocumentPosition(focus) === 2
         if (!sameNode) {
           if (focusProceedingAnchor) {
             priorText = focus.data.slice(0, selection.focusOffset)
@@ -428,7 +428,7 @@ export default {
 
         // event is 132 px too large.
         // TODO: Fix hack, bug introduced with vue-multipane.
-        let ev = {
+        const ev = {
           pageY: event.pageY - 42,
           pageX: event.pageX
         }
diff --git a/medcat-trainer/webapp/frontend/src/components/common/ConceptFilter.vue b/medcat-trainer/webapp/frontend/src/components/common/ConceptFilter.vue
index 88be63049..b22e404d2 100644
--- a/medcat-trainer/webapp/frontend/src/components/common/ConceptFilter.vue
+++ b/medcat-trainer/webapp/frontend/src/components/common/ConceptFilter.vue
@@ -66,7 +66,7 @@ export default {
   },
   created () {
     this.loading = true
-    let payload = {
+    const payload = {
       cuis: this.cuis !== '' ? this.cuis.split(',') : null,
       cdb_id: this.cdb_id
     }
@@ -89,7 +89,7 @@ export default {
         const lowercaseQuery = query.toLowerCase();
         return concepts.map(concept => {
           const name = concept.name
-          let lowercaseStr = name.toLowerCase();
+          const lowercaseStr = name.toLowerCase();
           let result = '';
           let lastIndex = 0;
 
diff --git a/medcat-trainer/webapp/frontend/src/components/common/ConceptPicker.vue b/medcat-trainer/webapp/frontend/src/components/common/ConceptPicker.vue
index 4acab4c52..a711ec428 100644
--- a/medcat-trainer/webapp/frontend/src/components/common/ConceptPicker.vue
+++ b/medcat-trainer/webapp/frontend/src/components/common/ConceptPicker.vue
@@ -48,7 +48,7 @@ export default {
     selection: String
   },
   created () {
-    let that = this
+    const that = this
     window.setTimeout(function () {
       const el = document.getElementById('searchBox')
       el.focus()
@@ -106,7 +106,7 @@ export default {
       conceptDBset.delete(null)
       const conceptDbs = Array.from(conceptDBset).join(',')
       const searchByTerm = function () {
-        let searchConceptsQueryParams = `search=${term}&cdbs=${conceptDbs}`
+        const searchConceptsQueryParams = `search=${term}&cdbs=${conceptDbs}`
         that.$http.get(`/api/search-concepts/?${searchConceptsQueryParams}`).then(resp => {
           that.searchResults = filterResults(resp.data.results.map(res => mapResult(res, resp.data.results)))
           // loading(false)
@@ -120,7 +120,7 @@ export default {
       const filterResults = function (results) {
         if (that.restrict_concept_lookup) {
           if (that.cui_filter) {
-            let cuis = that.cui_filter.split(',').map(c => c.trim())
+            const cuis = that.cui_filter.split(',').map(c => c.trim())
             results = results.filter(r => cuis.indexOf(r.cui) !== -1)
           }
         }
diff --git a/medcat-trainer/webapp/frontend/src/components/common/ConceptSummary.vue b/medcat-trainer/webapp/frontend/src/components/common/ConceptSummary.vue
index 5c0f6bc54..1dd2b0cf0 100644
--- a/medcat-trainer/webapp/frontend/src/components/common/ConceptSummary.vue
+++ b/medcat-trainer/webapp/frontend/src/components/common/ConceptSummary.vue
@@ -120,7 +120,7 @@ export default {
       this.conceptSummary = {}
       if (this.selectedEnt && Object.keys(this.selectedEnt).length) {
         // remove props
-        let ent = Object.keys(this.selectedEnt)
+        const ent = Object.keys(this.selectedEnt)
           .filter(k => !HIDDEN_PROPS.includes(k))
           .reduce((obj, key) => {
             obj[key] = this.selectedEnt[key]
@@ -139,8 +139,8 @@ export default {
         }
 
         // order the keys to tuples.
-        let props = CONST_PROPS_ORDER.concat(Object.keys(this.selectedEnt.assignedValues))
-        for (let k of props) {
+        const props = CONST_PROPS_ORDER.concat(Object.keys(this.selectedEnt.assignedValues))
+        for (const k of props) {
           this.conceptSummary[k] = ent[k]
         }
 
@@ -171,7 +171,7 @@ export default {
   mounted () {
     window.addEventListener('keyup', this.keyup)
   },
-  beforeDestroy () {
+  beforeUnmount () {
     window.removeEventListener('keyup', this.keyup)
   },
   watch: {
diff --git a/medcat-trainer/webapp/frontend/src/components/common/DocumentSummary.vue b/medcat-trainer/webapp/frontend/src/components/common/DocumentSummary.vue
index 55917a7e0..5b86de471 100644
--- a/medcat-trainer/webapp/frontend/src/components/common/DocumentSummary.vue
+++ b/medcat-trainer/webapp/frontend/src/components/common/DocumentSummary.vue
@@ -119,7 +119,7 @@ export default {
     },
     limitText (value) {
       value = value.trim()
-      let splitText = value.split('\n')
+      const splitText = value.split('\n')
       if (splitText.length > 5) {
         return splitText.slice(0, 5).join('\n')
       }
@@ -129,7 +129,7 @@ export default {
   mounted () {
     window.addEventListener('keyup', this.keyup)
   },
-  beforeDestroy () {
+  beforeUnmount () {
     window.removeEventListener('keyup', this.keyup)
   },
 }
diff --git a/medcat-trainer/webapp/frontend/src/components/common/Login.vue b/medcat-trainer/webapp/frontend/src/components/common/Login.vue
index 910088c20..b2046ccf9 100644
--- a/medcat-trainer/webapp/frontend/src/components/common/Login.vue
+++ b/medcat-trainer/webapp/frontend/src/components/common/Login.vue
@@ -58,7 +58,7 @@ export default {
   },
   methods: {
     login () {
-      let payload = {
+      const payload = {
         username: this.uname,
         password: this.password
       }
diff --git a/medcat-trainer/webapp/frontend/src/components/common/NavBar.vue b/medcat-trainer/webapp/frontend/src/components/common/NavBar.vue
index 2abb6395f..66326471e 100644
--- a/medcat-trainer/webapp/frontend/src/components/common/NavBar.vue
+++ b/medcat-trainer/webapp/frontend/src/components/common/NavBar.vue
@@ -58,7 +58,7 @@ export default {
   mounted () {
     window.addEventListener('keyup', this.keyup)
   },
-  beforeDestroy () {
+  beforeUnmount () {
     window.removeEventListener('keyup', this.keyup)
   }
 }
diff --git a/medcat-trainer/webapp/frontend/src/components/common/ProjectList.vue b/medcat-trainer/webapp/frontend/src/components/common/ProjectList.vue
index 8fc1a3d82..e5dff62ca 100644
--- a/medcat-trainer/webapp/frontend/src/components/common/ProjectList.vue
+++ b/medcat-trainer/webapp/frontend/src/components/common/ProjectList.vue
@@ -572,7 +572,7 @@ export default {
       if (this.selectedProjects.length === 0) {
         return {class: ''}
       } else {
-        let disabled = !(this.selectedProjects[0].concept_db === data.item.concept_db &&
+        const disabled = !(this.selectedProjects[0].concept_db === data.item.concept_db &&
                         this.selectedProjects[0].vocab === data.item.vocab) ||
                         this.selectedProjects[0].model_pack !== data.item.model_pack
         return {class: disabled ? ' disabled-row' : ''}
@@ -591,7 +591,7 @@ export default {
       })
     },
     select (_, { item }) {
-      let project = item
+      const project = item
       if (project) {
         if (project.project_locked) {
           this.projectLockedWarning = true
@@ -612,7 +612,7 @@ export default {
       }
     },
     runModel (projectId) {
-      let payload = {
+      const payload = {
         project_id: projectId
       }
       this.runningBgTasks = new Set([...this.runningBgTasks, projectId])
@@ -626,7 +626,7 @@ export default {
       })
     },
     saveModel (projectId) {
-      let payload = {
+      const payload = {
         project_id: projectId
       }
       this.saving = true
@@ -661,7 +661,7 @@ export default {
       })
     },
     confirmCancelBgTaskStop () {
-      let project = this.cancelRunningBgTaskModal.proj
+      const project = this.cancelRunningBgTaskModal.proj
       this.$http.delete(`/api/prep-docs-bg-tasks/${project.id}/`).then(_ => {
         this.runningBgTasks.delete(project.id)
       }).catch(exc => {
diff --git a/medcat-trainer/webapp/frontend/src/components/metrics/ConceptSummary.vue b/medcat-trainer/webapp/frontend/src/components/metrics/ConceptSummary.vue
index 65b2900af..ff6765335 100644
--- a/medcat-trainer/webapp/frontend/src/components/metrics/ConceptSummary.vue
+++ b/medcat-trainer/webapp/frontend/src/components/metrics/ConceptSummary.vue
@@ -255,9 +255,9 @@ export default {
         totalFNs += item.fns
       })
 
-      let precision = totalTPs / (totalTPs + totalFPs)
-      let recall = totalTPs / (totalTPs + totalFNs)
-      let f1 = 2 * (precision * recall) / (precision + recall)
+      const precision = totalTPs / (totalTPs + totalFPs)
+      const recall = totalTPs / (totalTPs + totalFNs)
+      const f1 = 2 * (precision * recall) / (precision + recall)
 
       switch(metric) {
         case 'cui_prec':
diff --git a/medcat-trainer/webapp/frontend/src/components/models/ConceptDatabaseViz.vue b/medcat-trainer/webapp/frontend/src/components/models/ConceptDatabaseViz.vue
index 0f59202f2..d61e5efe3 100644
--- a/medcat-trainer/webapp/frontend/src/components/models/ConceptDatabaseViz.vue
+++ b/medcat-trainer/webapp/frontend/src/components/models/ConceptDatabaseViz.vue
@@ -75,7 +75,7 @@ export default {
     this.debouncedScroll = _.debounce(this.onScroll, 100)
     window.addEventListener('scroll', this.debouncedScroll)
   },
-  beforeDestroy () {
+  beforeUnmount () {
     window.removeEventListener('scroll', this.debouncedScroll)
   },
   methods: {
diff --git a/medcat-trainer/webapp/frontend/src/components/models/VueTree.vue b/medcat-trainer/webapp/frontend/src/components/models/VueTree.vue
index ce1c32b5d..d3cd3d409 100644
--- a/medcat-trainer/webapp/frontend/src/components/models/VueTree.vue
+++ b/medcat-trainer/webapp/frontend/src/components/models/VueTree.vue
@@ -179,21 +179,21 @@ export default {
     },
     setScale(scaleNum) {
       if (typeof scaleNum !== 'number') return
-      let pos = this.getTranslate()
-      let translateString = `translate(${pos[0]}px, ${pos[1]}px)`
+      const pos = this.getTranslate()
+      const translateString = `translate(${pos[0]}px, ${pos[1]}px)`
       this.$refs.svg.style.transform = `scale(${scaleNum}) ` + translateString
       this.$refs.domContainer.style.transform =
         `scale(${scaleNum}) ` + translateString
       this.currentScale = scaleNum
     },
     getTranslate() {
-      let string = this.$refs.svg.style.transform
-      let match = string.match(MATCH_TRANSLATE_REGEX)
+      const string = this.$refs.svg.style.transform
+      const match = string.match(MATCH_TRANSLATE_REGEX)
       if (match === null) {
         return [null, null]
       }
-      let x = parseInt(match[1])
-      let y = parseInt(match[2])
+      const x = parseInt(match[1])
+      const y = parseInt(match[2])
       return [x, y]
     },
     isVertical() {
@@ -203,10 +203,10 @@ export default {
      * Returns updated dataset by deep copying every nodes from the externalData and adding unique '_key' attributes.
      **/
     updatedInternalData(externalData) {
-      var data = { name: '__invisible_root', children: [] }
+      const data = { name: '__invisible_root', children: [] }
       if (!externalData) return data
       if (Array.isArray(externalData)) {
-        for (var i = externalData.length - 1; i >= 0; i--) {
+        for (let i = externalData.length - 1; i >= 0; i--) {
           data.children.push(this.deepCopy(externalData[i]))
         }
       } else {
@@ -219,8 +219,8 @@ export default {
      * If selected node or it's children have no '_key' attribute it will assign a new one.
      **/
     deepCopy(node) {
-      let obj = { _key: uuid() }
-      for (var key in node) {
+      const obj = { _key: uuid() }
+      for (const key in node) {
         if (node[key] === null) {
           obj[key] = null
         } else if (Array.isArray(node[key])) {
@@ -309,7 +309,7 @@ export default {
       }
     },
     draw() {
-      var [nodeDataList, linkDataList] = this.buildTree(this._dataset)
+      let [nodeDataList, linkDataList] = this.buildTree(this._dataset)
       // Do not render the invisible root node.
       nodeDataList.splice(0, 1)
       linkDataList = linkDataList.filter(
@@ -441,10 +441,10 @@ export default {
             originOffsetY = parseInt(offsetY)
           }
         }
-        let newX =
+        const newX =
           Math.floor((event.clientX - startX) / this.currentScale) +
           originOffsetX
-        let newY =
+        const newY =
           Math.floor((event.clientY - startY) / this.currentScale) +
           originOffsetY
         let transformStr = `translate(${newX}px, ${newY}px)`
diff --git a/medcat-trainer/webapp/frontend/src/components/usecases/MetaAnnotationTaskContainer.vue b/medcat-trainer/webapp/frontend/src/components/usecases/MetaAnnotationTaskContainer.vue
index 14ccc9fc7..dba46b22a 100644
--- a/medcat-trainer/webapp/frontend/src/components/usecases/MetaAnnotationTaskContainer.vue
+++ b/medcat-trainer/webapp/frontend/src/components/usecases/MetaAnnotationTaskContainer.vue
@@ -60,7 +60,7 @@ export default {
       }
     },
     updateMetaAnno (task, option) {
-      let payload = {
+      const payload = {
         validated: task.validated,
         predicted_meta_task_value: task.predicted_meta_task_value,
         annotated_entity: this.selectedEnt.id,
diff --git a/medcat-trainer/webapp/frontend/src/views/ConceptDatabase.vue b/medcat-trainer/webapp/frontend/src/views/ConceptDatabase.vue
index 692b7abed..6c7787f42 100644
--- a/medcat-trainer/webapp/frontend/src/views/ConceptDatabase.vue
+++ b/medcat-trainer/webapp/frontend/src/views/ConceptDatabase.vue
@@ -81,9 +81,9 @@ export default {
   },
   created () {
     let cdbList = []
-    let that = this
+    const that = this
     const baseUrl = '/api/concept-dbs/'
-    let getCDBs = function (url) {
+    const getCDBs = function (url) {
       that.$http.get(url).then(resp => {
         if (!resp.data.next) {
           that.cdbs = cdbList.concat(_.uniqBy(resp.data.results, r => r.id))
diff --git a/medcat-trainer/webapp/frontend/src/views/Home.vue b/medcat-trainer/webapp/frontend/src/views/Home.vue
index 0a4f9a3e4..c4adcfe5e 100644
--- a/medcat-trainer/webapp/frontend/src/views/Home.vue
+++ b/medcat-trainer/webapp/frontend/src/views/Home.vue
@@ -99,7 +99,7 @@ export default {
     EventBus.$on('login:success', this.loggedIn)
     EventBus.$on(UNAUTHORIZED_EVENT, this.onUnauthorized)
   },
-  beforeDestroy () {
+  beforeUnmount () {
     EventBus.$off('login:success', this.loggedIn)
     EventBus.$off(UNAUTHORIZED_EVENT, this.onUnauthorized)
   },
diff --git a/medcat-trainer/webapp/frontend/src/views/Metrics.vue b/medcat-trainer/webapp/frontend/src/views/Metrics.vue
index adbc12708..90bffacb8 100644
--- a/medcat-trainer/webapp/frontend/src/views/Metrics.vue
+++ b/medcat-trainer/webapp/frontend/src/views/Metrics.vue
@@ -234,7 +234,7 @@ export default {
   created() {
     if (this.reportId || (this.$route.query && this.$route.query.reportId)) {
       this.loading = true
-      let reportId = this.reportId ? this.reportId : this.$route.query.reportId
+      const reportId = this.reportId ? this.reportId : this.$route.query.reportId
       this.$http.get(`/api/metrics/${reportId}/`).then(resp => {
         this.loading = false
         this.reportName = resp.data.results.report_name || resp.data.results.report_name_generated
@@ -261,7 +261,7 @@ export default {
         this.projects2name = resp.data.results.projects2name
         this.docs2name = resp.data.results.docs2name
 
-        let anno_summary = resp.data.results.annotation_summary.map(s => {
+        const anno_summary = resp.data.results.annotation_summary.map(s => {
           if (s.correct) {
             s.status = 'Correct'
           } else if (s.deleted) {
@@ -280,7 +280,7 @@ export default {
         this.annoSummary.items = anno_summary
         this.metaAnnsSummary.items = resp.data.results.meta_anno_summary
 
-        let summaryHeaders = resp.data.results.meta_anns_task_summary.map(task => {
+        const summaryHeaders = resp.data.results.meta_anns_task_summary.map(task => {
           // Create task header with children
           const taskName = task['name']
           const taskHeader = {
@@ -571,9 +571,9 @@ export default {
         totalFNs += item.fns
       })
 
-      let precision = totalTPs / (totalTPs + totalFPs)
-      let recall = totalTPs / (totalTPs + totalFNs)
-      let f1 = 2 * (precision * recall) / (precision + recall)
+      const precision = totalTPs / (totalTPs + totalFPs)
+      const recall = totalTPs / (totalTPs + totalFNs)
+      const f1 = 2 * (precision * recall) / (precision + recall)
 
       switch(metric) {
         case 'cui_prec':
@@ -625,7 +625,7 @@ export default {
   mounted() {
     window.addEventListener('keydown', this.keydown)
   },
-  beforeDestroy() {
+  beforeUnmount() {
     window.removeEventListener('keydown', this.keydown)
   }
 }
diff --git a/medcat-trainer/webapp/frontend/src/views/TrainAnnotations.vue b/medcat-trainer/webapp/frontend/src/views/TrainAnnotations.vue
index a39def5b3..65200fa10 100644
--- a/medcat-trainer/webapp/frontend/src/views/TrainAnnotations.vue
+++ b/medcat-trainer/webapp/frontend/src/views/TrainAnnotations.vue
@@ -501,7 +501,7 @@ export default {
       })
     },
     fetchDocuments(numPagesLoaded, finishedLoading) {
-      let params = this.nextDocSetUrl === null ? `?dataset=${this.project.dataset}`
+      const params = this.nextDocSetUrl === null ? `?dataset=${this.project.dataset}`
           : `?${this.nextDocSetUrl.split('?').slice(-1)[0]}`
 
       this.$http.get(`/api/documents/${params}`).then(resp => {
@@ -560,7 +560,7 @@ export default {
         this.loadingMsg = "Loading MedCAT model..."
         this.$http.get(`/api/cache-project-model/${this.project.id}/`).then(_ => {
           this.loadingMsg = "Preparing Document..."
-          let payload = {
+          const payload = {
             project_id: this.project.id,
             document_ids: [this.currentDoc.id]
           }
@@ -586,10 +586,10 @@ export default {
       }
     },
     fetchEntities(selectedEntId) {
-      let params = this.nextEntSetUrl === null ? `?project=${this.projectId}&document=${this.currentDoc.id}`
+      const params = this.nextEntSetUrl === null ? `?project=${this.projectId}&document=${this.currentDoc.id}`
           : `?${this.nextEntSetUrl.split('?').slice(-1)[0]}`
       this.$http.get(`/api/annotated-entities/${params}`).then(resp => {
-        let useAssignedVal = !this.project.require_entity_validation ||
+        const useAssignedVal = !this.project.require_entity_validation ||
             this.project.validated_documents.indexOf(this.currentDoc.id) !== -1
 
         const ents = resp.data.results.map(e => {
@@ -724,7 +724,7 @@ export default {
         this.setStatus('alternative')
         this.markEntity(this.project.tasks.length === 0)
         this.metaAnnotate = this.project.tasks.length > 0
-        let i = this.ents.indexOf(this.currentEnt)
+        const i = this.ents.indexOf(this.currentEnt)
         this.currentEnt = JSON.parse(JSON.stringify(this.currentEnt))
         this.ents[i] = this.currentEnt
       })
@@ -740,7 +740,7 @@ export default {
       this.conceptSynonymSelection = null
       if (addedAnnotationId) {
         this.$http.get(`/api/annotated-entities/${addedAnnotationId}/`).then(resp => {
-          let newEnt = resp.data
+          const newEnt = resp.data
           newEnt.assignedValues = {}
           newEnt.assignedValues[TASK_NAME] = CONCEPT_CORRECT
           this.ents = null
@@ -750,7 +750,7 @@ export default {
       }
     },
     removeNewAnno(i) {
-      let entToRemove = this.ents[i]
+      const entToRemove = this.ents[i]
       this.$http.delete(`/api/annotated-entities/${entToRemove.id}/`).then(_ => {
         if (i === this.ents.length - 1) {
           this.back()
@@ -762,7 +762,7 @@ export default {
     },
     addSynonym(selection) {
       this.conceptSynonymSelection = null
-      let that = this
+      const that = this
       window.setTimeout(function () {
         that.conceptSynonymSelection = selection
         that.metaAnnotate = false
@@ -790,7 +790,7 @@ export default {
             return ent
           })
         }
-        let that = this
+        const that = this
         if (annoUpdates.length > 1) {
           Promise.all(annoUpdates).then(_ => {
             that.confirmSubmitListenerAdd()
@@ -808,14 +808,14 @@ export default {
       this.$http.get(`/api/project-annotate-entities/?id=${this.projectId}`).then(resp => {
         // refresh project validated documents as multiple users may be submitting. Mitigates but
         // does not solve a potential inconsistent validated_documents state seen.
-        let proj = resp.data.results[0]
+        const proj = resp.data.results[0]
         if (proj.validated_documents.indexOf(this.currentDoc.id) === -1) {
           proj.validated_documents = this.project.validated_documents.concat(this.currentDoc.id)
         }
         this.project = proj
         this.fetchCDBSearchIndex()
         this.$http.put(`/api/project-annotate-entities/${this.projectId}/`, this.project).then(() => {
-          let payload = {
+          const payload = {
             project_id: this.project.id,
             document_id: this.currentDoc.id
           }
@@ -841,7 +841,7 @@ export default {
       })
     },
     submitAll() {
-      let subPromises = []
+      const subPromises = []
       for (const vDoc of this.project.validated_documents) {
         const payload = {
           project_id: this.project.id,
@@ -901,7 +901,7 @@ export default {
       })
     }
   },
-  beforeDestroy() {
+  beforeUnmount() {
     EventBus.$off(UNAUTHORIZED_EVENT, this.onUnauthorized)
     this.confirmSubmitListenerRemove()
   }
diff --git a/medcat-trainer/webapp/pyproject.toml b/medcat-trainer/webapp/pyproject.toml
index b19034142..6c9919bfc 100644
--- a/medcat-trainer/webapp/pyproject.toml
+++ b/medcat-trainer/webapp/pyproject.toml
@@ -5,20 +5,20 @@ description = "MedCATtrainer Django web application"
 requires-python = ">=3.10"
 license = { text = "Apache-2.0" }
 dependencies = [
-    "scipy>=1.7.0,<1.14; python_version < '3.13'", # pin for py<3.13 so macOS arm64 gets pre-built wheels
+    "scipy>=1.7.0,<1.14; python_version < '3.13'",         # pin for py<3.13 so macOS arm64 gets pre-built wheels
     "uwsgi>=2.0,<3",
-    "Django>=5.2,<6",
+    "Django>=5.2.18,<6",
     "django-filter>=25.2",
-    "django-polymorphic>=4.0,<5",                  # 4.x uses importlib.metadata, no pkg_resources
-    "djangorestframework>=3.16,<4",
+    "django-polymorphic>=4.0,<5",                          # 4.x uses importlib.metadata, no pkg_resources
+    "djangorestframework>=3.17.2,<4",
     "django-background-tasks-updated>=1.2",
     "openpyxl>=3.1",
-    "medcat[meta-cat,spacy,rel-cat,deid,dict-ner]>=2.8.6",
+    "medcat[meta-cat,spacy,rel-cat,deid,dict-ner]>=2.9.0",
     "psycopg[binary,pool]>=3.2",
-    "cryptography>=45",
+    "cryptography>=50",
     "drf-oidc-auth>=3.0",
     "django-health-check>=3.22",
-    "requests>=2.31",
+    "requests>=2.33",
     "opentelemetry-api>=1.0.0,<2",
     "opentelemetry-semantic-conventions>=0.61b0",
 ]
diff --git a/medcat-trainer/webapp/uv.lock b/medcat-trainer/webapp/uv.lock
index ca4023181..792933858 100644
--- a/medcat-trainer/webapp/uv.lock
+++ b/medcat-trainer/webapp/uv.lock
@@ -16,7 +16,7 @@ resolution-markers = [
 
 [[package]]
 name = "accelerate"
-version = "1.12.0"
+version = "1.15.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "huggingface-hub" },
@@ -28,9 +28,9 @@ dependencies = [
     { name = "safetensors" },
     { name = "torch" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4a/8e/ac2a9566747a93f8be36ee08532eb0160558b07630a081a6056a9f89bf1d/accelerate-1.12.0.tar.gz", hash = "sha256:70988c352feb481887077d2ab845125024b2a137a5090d6d7a32b57d03a45df6", size = 398399, upload-time = "2025-11-21T11:27:46.973Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f5/b5/1d3ed029ac71d3f2961346829a268da923698e9fd63f218f78841f216bfd/accelerate-1.15.0.tar.gz", hash = "sha256:5654f8c5eaa0d4fa68b33e287a97765da6849bf6d51dcac874e73fbbddfb6134", size = 422615, upload-time = "2026-09-09T13:04:49.078Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9f/d2/c581486aa6c4fbd7394c23c47b83fa1a919d34194e16944241daf9e762dd/accelerate-1.12.0-py3-none-any.whl", hash = "sha256:3e2091cd341423207e2f084a6654b1efcd250dc326f2a37d6dde446e07cabb11", size = 380935, upload-time = "2025-11-21T11:27:44.522Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/4c/34f0450479d01195027260da68d8a3880683f1640c3ca5adf64acb3185f1/accelerate-1.15.0-py3-none-any.whl", hash = "sha256:97eacca0b73e45cb867dbf8c5d5d4dc32219544300e0c8992c7334dc2ef33cec", size = 394295, upload-time = "2026-09-09T13:04:47.331Z" },
 ]
 
 [[package]]
@@ -44,7 +44,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.13.3"
+version = "3.14.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -54,112 +54,171 @@ dependencies = [
     { name = "frozenlist" },
     { name = "multidict" },
     { name = "propcache" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/50/42/32cf8e7704ceb4481406eb87161349abb46a57fee3f008ba9cb610968646/aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88", size = 7844556, upload-time = "2026-01-03T17:33:05.204Z" }
-wheels = [
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