Files
triqura-ecd/lib/cortex/entity-extractor.ts
colinislit b095b1e492 feat(cortex): add Intake Blocks MVP for voice/text commands
Adds 4 new intents for intake workflow:
- intake_status: shows completion percentage and section checklist
- intake_navigeer: navigation to specific intake tabs
- risico_query: displays risk assessments with severity indicators
- diagnose_query: shows primary/secondary diagnoses

New components:
- IntakeStatusBlock, RisicoBlock, DiagnoseBlock
- Shared block components (BlockLoading, BlockError, BlockEmpty, BlockSection, BlockItem, BlockFooter)
- useBlockData and useIntakeContext hooks

New API routes:
- GET /api/cortex/intake/status
- GET /api/cortex/intake/risico
- GET /api/cortex/intake/diagnose

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-02-03 23:21:18 +01:00

756 lines
20 KiB
TypeScript

/**
* Entity Extractor
*
* Extracts entities (patient name, category, content, date/time) from user input.
*
* IMPORTANT: All functions accept an optional `referenceDate` parameter.
* Server-side: pass `getServerNow()` from `lib/utils/server-date.ts`
* This ensures consistent date handling between Cortex and regular EPD.
*/
import type { VerpleegkundigCategory } from '@/lib/types/report';
import type { ExtractedEntities, CortexIntent } from './types';
import {
parseRelativeDate,
parseTime,
isDateRange,
dateToRange,
type DateRange,
} from './date-time-parser';
// Category aliases mapping to canonical values
const CATEGORY_ALIASES: Record<string, VerpleegkundigCategory> = {
// Medicatie
medicatie: 'medicatie',
medicijn: 'medicatie',
medicijnen: 'medicatie',
med: 'medicatie',
meds: 'medicatie',
// ADL
adl: 'adl',
verzorging: 'adl',
zorg: 'adl',
wassen: 'adl',
eten: 'adl',
douchen: 'adl',
// Gedrag
gedrag: 'gedrag',
gedrags: 'gedrag',
stemming: 'gedrag',
mood: 'gedrag',
emotie: 'gedrag',
// Incident
incident: 'incident',
val: 'incident',
gevallen: 'incident',
ongeluk: 'incident',
agressie: 'incident',
// Observatie
observatie: 'observatie',
obs: 'observatie',
waarneming: 'observatie',
opmerking: 'observatie',
};
// Command words to strip from input
const COMMAND_WORDS = [
'notitie',
'dagnotitie',
'nieuwe',
'schrijf',
'rapporteer',
'registreer',
'zoek',
'zoeken',
'vind',
'wie',
'is',
'waar',
'info',
'gegevens',
'dossier',
'overdracht',
'dienst',
'klaar',
'afronden',
'einde',
'start',
'begin',
];
// Common Dutch first names for better name detection
const COMMON_NAMES = new Set([
'jan', 'piet', 'klaas', 'marie', 'anna', 'lisa', 'eva', 'emma', 'sophie',
'thomas', 'lucas', 'daan', 'sem', 'liam', 'noah', 'julia', 'sara', 'lotte',
'willem', 'johannes', 'cornelis', 'hendrik', 'maria', 'johanna', 'elisabeth',
'peter', 'hans', 'henk', 'johan', 'bert', 'dick', 'kees', 'jaap', 'wim',
'annie', 'bep', 'corrie', 'dinie', 'els', 'gerda', 'hanneke', 'ineke', 'joke',
]);
/**
* Extract entities from user input based on the detected intent.
*
* @param input - User input text
* @param intent - Detected intent
* @param referenceDate - Reference date for relative date calculations (default: new Date())
* Server-side: pass getServerNow() for consistency
*/
export function extractEntities(
input: string,
intent: CortexIntent,
referenceDate: Date = new Date()
): ExtractedEntities {
const trimmedInput = input.trim().toLowerCase();
const entities: ExtractedEntities = {};
switch (intent) {
case 'dagnotitie':
return extractDagnotatieEntities(trimmedInput, input);
case 'zoeken':
return extractZoekenEntities(trimmedInput, input);
case 'overdracht':
// Overdracht doesn't need entity extraction
return entities;
case 'agenda_query':
return extractAgendaQueryEntities(trimmedInput, input, referenceDate);
case 'create_appointment':
return extractCreateAppointmentEntities(trimmedInput, input, referenceDate);
case 'cancel_appointment':
return extractCancelAppointmentEntities(trimmedInput, input, referenceDate);
case 'reschedule_appointment':
return extractRescheduleAppointmentEntities(trimmedInput, input, referenceDate);
// Intake intents (MVP)
case 'intake_navigeer':
return extractIntakeNavigeerEntities(trimmedInput);
case 'intake_status':
case 'risico_query':
case 'diagnose_query':
// These intents use patient context from store, no entity extraction needed
return entities;
default:
return entities;
}
}
/**
* Extract entities for dagnotitie intent.
* Patterns:
* - "notitie jan medicatie" → name: jan, category: medicatie
* - "jan medicatie gegeven" → name: jan, category: medicatie, content: gegeven
* - "notitie medicatie jan" → name: jan, category: medicatie
*/
function extractDagnotatieEntities(lowerInput: string, originalInput: string): ExtractedEntities {
const entities: ExtractedEntities = {};
const words = lowerInput.split(/\s+/);
// Remove command words
const filteredWords = words.filter(w => !COMMAND_WORDS.includes(w));
// Find category
let categoryIndex = -1;
for (let i = 0; i < filteredWords.length; i++) {
const category = CATEGORY_ALIASES[filteredWords[i]];
if (category) {
entities.category = category;
categoryIndex = i;
break;
}
}
// Find name (word that's not a category and looks like a name)
for (let i = 0; i < filteredWords.length; i++) {
if (i === categoryIndex) continue;
const word = filteredWords[i];
// Check if it's a known name or starts with uppercase in original
if (isLikelyName(word, originalInput)) {
entities.patientName = capitalizeFirst(word);
break;
}
}
// Extract remaining content
const contentWords = filteredWords.filter((w, i) => {
if (i === categoryIndex) return false;
if (entities.patientName && w === entities.patientName.toLowerCase()) return false;
return true;
});
if (contentWords.length > 0) {
entities.content = contentWords.join(' ');
}
return entities;
}
/**
* Extract entities for zoeken intent.
* Patterns:
* - "zoek jan" → name: jan
* - "wie is marie" → name: marie
* - "dossier piet" → name: piet
*/
function extractZoekenEntities(lowerInput: string, originalInput: string): ExtractedEntities {
const entities: ExtractedEntities = {};
const words = lowerInput.split(/\s+/);
// Remove command words
const filteredWords = words.filter(w => !COMMAND_WORDS.includes(w));
// The remaining word(s) should be the name
for (const word of filteredWords) {
if (isLikelyName(word, originalInput)) {
entities.patientName = capitalizeFirst(word);
break;
}
}
// If no name found but there are remaining words, use the first one
if (!entities.patientName && filteredWords.length > 0) {
entities.patientName = capitalizeFirst(filteredWords[0]);
}
return entities;
}
/**
* Check if a word is likely a patient name.
*/
function isLikelyName(word: string, originalInput: string): boolean {
// Check if it's a common name
if (COMMON_NAMES.has(word.toLowerCase())) {
return true;
}
// Check if the word starts with uppercase in the original input
const regex = new RegExp(`\\b${escapeRegex(word)}\\b`, 'i');
const match = originalInput.match(regex);
if (match && match[0][0] === match[0][0].toUpperCase()) {
return true;
}
// Single word that's not a category or command
if (
word.length >= 2 &&
!CATEGORY_ALIASES[word] &&
!COMMAND_WORDS.includes(word) &&
/^[a-z]+$/i.test(word)
) {
return true;
}
return false;
}
/**
* Capitalize the first letter of a string.
*/
function capitalizeFirst(str: string): string {
return str.charAt(0).toUpperCase() + str.slice(1).toLowerCase();
}
/**
* Escape special regex characters.
*/
function escapeRegex(str: string): string {
return str.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
}
/**
* Parse category from a string (with alias support).
*/
export function parseCategory(input: string): VerpleegkundigCategory | undefined {
const lower = input.toLowerCase().trim();
return CATEGORY_ALIASES[lower];
}
// ============================================================================
// Agenda Entity Extraction
// ============================================================================
/**
* Extract entities for agenda_query intent.
* Patterns:
* - "afspraken vandaag" → dateRange: today
* - "agenda morgen" → dateRange: tomorrow
* - "wat is volgende afspraak" → dateRange: from now (no explicit range)
* - "afspraken deze week" → dateRange: this week
*/
function extractAgendaQueryEntities(
lowerInput: string,
originalInput: string,
referenceDate: Date
): ExtractedEntities {
const entities: ExtractedEntities = {};
const words = lowerInput.split(/\s+/);
// Try to find date expression
// Check multi-word patterns first (e.g., "deze week", "volgende week")
for (let i = 0; i < words.length - 1; i++) {
const twoWords = `${words[i]} ${words[i + 1]}`;
const parsed = parseRelativeDate(twoWords, referenceDate);
if (parsed) {
if (isDateRange(parsed)) {
entities.dateRange = parsed;
} else {
entities.dateRange = dateToRange(parsed, extractDateLabel(twoWords));
}
return entities;
}
}
// Check single word patterns
for (const word of words) {
const parsed = parseRelativeDate(word, referenceDate);
if (parsed) {
if (isDateRange(parsed)) {
entities.dateRange = parsed;
} else {
entities.dateRange = dateToRange(parsed, extractDateLabel(word));
}
return entities;
}
}
// Default to today if no date specified
entities.dateRange = dateToRange(referenceDate, 'vandaag');
return entities;
}
/**
* Extract entities for create_appointment intent.
* Patterns:
* - "maak afspraak jan morgen 14:00" → patient: Jan, date: tomorrow, time: 14:00
* - "plan intake marie vrijdag 10:00" → patient: Marie, type: intake, date: friday, time: 10:00
* - "afspraak met piet 14:00" → patient: Piet, time: 14:00, date: today (implied)
*/
function extractCreateAppointmentEntities(
lowerInput: string,
originalInput: string,
referenceDate: Date
): ExtractedEntities {
const entities: ExtractedEntities = {};
const words = lowerInput.split(/\s+/);
// Remove command words
const appointmentCommands = ['maak', 'plan', 'afspraak', 'met', 'nieuwe', 'voor'];
const filteredWords = words.filter(w => !appointmentCommands.includes(w));
// Extract appointment type
const typeKeywords: Record<string, ExtractedEntities['appointmentType']> = {
'intake': 'intake',
'behandeling': 'behandeling',
'vervolg': 'follow-up',
'vervolgafspraak': 'follow-up',
'telefonisch': 'telefonisch',
'bellen': 'telefonisch',
'huisbezoek': 'huisbezoek',
'thuis': 'huisbezoek',
'online': 'online',
'video': 'online',
'crisis': 'crisis',
'spoed': 'crisis',
};
for (const [keyword, type] of Object.entries(typeKeywords)) {
if (lowerInput.includes(keyword)) {
entities.appointmentType = type;
break;
}
}
// Extract location
const locationKeywords: Record<string, ExtractedEntities['location']> = {
'praktijk': 'praktijk',
'online': 'online',
'video': 'online',
'thuis': 'thuis',
'huisbezoek': 'thuis',
};
for (const [keyword, location] of Object.entries(locationKeywords)) {
if (lowerInput.includes(keyword)) {
entities.location = location;
break;
}
}
// Extract patient name
for (const word of filteredWords) {
if (isLikelyName(word, originalInput)) {
entities.patientName = capitalizeFirst(word);
break;
}
}
// Extract date and time
let foundDate: Date | null = null;
let foundTime: string | null = null;
// Try multi-word date patterns
for (let i = 0; i < filteredWords.length - 1; i++) {
const twoWords = `${filteredWords[i]} ${filteredWords[i + 1]}`;
const parsed = parseRelativeDate(twoWords, referenceDate);
if (parsed && !isDateRange(parsed)) {
foundDate = parsed;
break;
}
}
// Try single word date patterns
if (!foundDate) {
for (const word of filteredWords) {
const parsed = parseRelativeDate(word, referenceDate);
if (parsed && !isDateRange(parsed)) {
foundDate = parsed;
break;
}
}
}
// Try to find time
for (const word of filteredWords) {
const parsed = parseTime(word);
if (parsed) {
foundTime = parsed;
break;
}
}
// Try multi-word time patterns (e.g., "half drie")
if (!foundTime) {
for (let i = 0; i < filteredWords.length - 1; i++) {
const twoWords = `${filteredWords[i]} ${filteredWords[i + 1]}`;
const parsed = parseTime(twoWords);
if (parsed) {
foundTime = parsed;
break;
}
}
}
// Combine date and time if both found
if (foundDate && foundTime) {
entities.datetime = {
date: foundDate,
time: foundTime,
};
} else if (foundDate) {
// Date without time
entities.datetime = {
date: foundDate,
time: '', // Will be filled by UI or AI
};
} else if (foundTime) {
// Time without date (assume today based on referenceDate)
entities.datetime = {
date: referenceDate,
time: foundTime,
};
}
return entities;
}
/**
* Extract entities for cancel_appointment intent.
* Patterns:
* - "annuleer afspraak jan" → identifier: { type: patient, patientName: Jan }
* - "cancel de 14:00 afspraak" → identifier: { type: time, time: 14:00 }
* - "annuleer jan morgen" → identifier: { type: both, patientName: Jan, date: tomorrow }
*/
function extractCancelAppointmentEntities(
lowerInput: string,
originalInput: string,
referenceDate: Date
): ExtractedEntities {
const entities: ExtractedEntities = {};
const words = lowerInput.split(/\s+/);
// Remove command words
const cancelCommands = ['annuleer', 'cancel', 'verwijder', 'afspraak', 'de', 'van'];
const filteredWords = words.filter(w => !cancelCommands.includes(w));
// Extract patient name
let patientName: string | undefined;
for (const word of filteredWords) {
if (isLikelyName(word, originalInput)) {
patientName = capitalizeFirst(word);
break;
}
}
// Extract time
let time: string | null = null;
for (const word of filteredWords) {
const parsed = parseTime(word);
if (parsed) {
time = parsed;
break;
}
}
// Extract date
let date: Date | null = null;
for (const word of filteredWords) {
const parsed = parseRelativeDate(word, referenceDate);
if (parsed && !isDateRange(parsed)) {
date = parsed;
break;
}
}
// Build identifier
if (patientName && time) {
entities.identifier = {
type: 'both',
patientName,
time,
date: date || undefined,
};
} else if (patientName) {
entities.identifier = {
type: 'patient',
patientName,
date: date || undefined,
};
} else if (time) {
entities.identifier = {
type: 'time',
time,
date: date || undefined,
};
}
return entities;
}
/**
* Extract entities for reschedule_appointment intent.
* Patterns:
* - "verzet 14:00 naar 15:00" → identifier: { time: 14:00 }, newDatetime: { time: 15:00 }
* - "verzet jan naar dinsdag" → identifier: { patientName: Jan }, newDatetime: { date: tuesday }
* - "verzet de afspraak naar morgen 10:00" → newDatetime: { date: tomorrow, time: 10:00 }
*/
function extractRescheduleAppointmentEntities(
lowerInput: string,
originalInput: string,
referenceDate: Date
): ExtractedEntities {
const entities: ExtractedEntities = {};
const words = lowerInput.split(/\s+/);
// Split input on "naar" to separate old and new parts
const naarIndex = words.indexOf('naar');
const oldPart = naarIndex > 0 ? words.slice(0, naarIndex).join(' ') : lowerInput;
const newPart = naarIndex > 0 ? words.slice(naarIndex + 1).join(' ') : '';
// Remove command words
const rescheduleCommands = ['verzet', 'verplaats', 'verschuif', 'afspraak', 'de', 'van'];
const oldWords = oldPart.split(/\s+/).filter(w => !rescheduleCommands.includes(w));
const newWords = newPart.split(/\s+/);
// Extract old appointment identifier
let patientName: string | undefined;
for (const word of oldWords) {
if (isLikelyName(word, originalInput)) {
patientName = capitalizeFirst(word);
break;
}
}
let oldTime: string | null = null;
for (const word of oldWords) {
const parsed = parseTime(word);
if (parsed) {
oldTime = parsed;
break;
}
}
let oldDate: Date | null = null;
for (const word of oldWords) {
const parsed = parseRelativeDate(word, referenceDate);
if (parsed && !isDateRange(parsed)) {
oldDate = parsed;
break;
}
}
// Build identifier
if (patientName && oldTime) {
entities.identifier = {
type: 'both',
patientName,
time: oldTime,
date: oldDate || undefined,
};
} else if (patientName) {
entities.identifier = {
type: 'patient',
patientName,
date: oldDate || undefined,
};
} else if (oldTime) {
entities.identifier = {
type: 'time',
time: oldTime,
date: oldDate || undefined,
};
}
// Extract new datetime
if (newWords.length > 0) {
let newDate: Date | null = null;
let newTime: string | null = null;
// Try multi-word date patterns
for (let i = 0; i < newWords.length - 1; i++) {
const twoWords = `${newWords[i]} ${newWords[i + 1]}`;
const parsed = parseRelativeDate(twoWords, referenceDate);
if (parsed && !isDateRange(parsed)) {
newDate = parsed;
break;
}
}
// Try single word date patterns
if (!newDate) {
for (const word of newWords) {
const parsed = parseRelativeDate(word, referenceDate);
if (parsed && !isDateRange(parsed)) {
newDate = parsed;
break;
}
}
}
// Try to find new time
for (const word of newWords) {
const parsed = parseTime(word);
if (parsed) {
newTime = parsed;
break;
}
}
// Try multi-word time patterns
if (!newTime) {
for (let i = 0; i < newWords.length - 1; i++) {
const twoWords = `${newWords[i]} ${newWords[i + 1]}`;
const parsed = parseTime(twoWords);
if (parsed) {
newTime = parsed;
break;
}
}
}
if (newDate || newTime) {
entities.newDatetime = {
date: newDate || referenceDate, // Default to referenceDate if only time specified
time: newTime || '',
};
}
}
return entities;
}
/**
* Extract date label from input string
*/
function extractDateLabel(input: string): DateRange['label'] {
const normalized = input.toLowerCase();
if (normalized.includes('vandaag')) return 'vandaag';
if (normalized.includes('morgen')) return 'morgen';
if (normalized.includes('deze week')) return 'deze week';
if (normalized.includes('volgende week')) return 'volgende week';
return 'custom';
}
// ============================================================================
// Intake Entity Extraction (MVP)
// ============================================================================
/**
* Intake tab targets for navigation.
*/
export type IntakeTab =
| 'contacts'
| 'kindcheck'
| 'risk'
| 'anamnese'
| 'examination'
| 'rom'
| 'diagnosis'
| 'behandeladvies';
/**
* Mapping of keywords to intake tabs.
*/
const INTAKE_TAB_KEYWORDS: Record<string, IntakeTab> = {
// Risk
'risico': 'risk',
'risicotaxatie': 'risk',
'risicos': 'risk',
// Diagnosis
'diagnose': 'diagnosis',
'diagnoses': 'diagnosis',
'dsm': 'diagnosis',
// Anamnese
'anamnese': 'anamnese',
'voorgeschiedenis': 'anamnese',
'geschiedenis': 'anamnese',
// Contacts
'contact': 'contacts',
'contacten': 'contacts',
'contactmomenten': 'contacts',
// Kindcheck
'kindcheck': 'kindcheck',
'kinderen': 'kindcheck',
// Examination
'onderzoek': 'examination',
'psychiatrisch': 'examination',
// ROM
'rom': 'rom',
'meetinstrumenten': 'rom',
'vragenlijst': 'rom',
'vragenlijsten': 'rom',
// Behandeladvies
'behandeladvies': 'behandeladvies',
'advies': 'behandeladvies',
'behandeling': 'behandeladvies',
'samenvatting': 'behandeladvies',
// Doelen (maps to behandeladvies as it's part of that tab in MVP)
'doelen': 'behandeladvies',
'doelstellingen': 'behandeladvies',
// Netwerk (maps to contacts as it's closest in MVP)
'netwerk': 'contacts',
'sociaal': 'contacts',
};
/**
* Extract entities for intake_navigeer intent.
* Determines which intake tab to navigate to.
*/
function extractIntakeNavigeerEntities(lowerInput: string): ExtractedEntities & { navigationTarget?: IntakeTab } {
const words = lowerInput.split(/\s+/);
// Find the navigation target
for (const word of words) {
const target = INTAKE_TAB_KEYWORDS[word];
if (target) {
return { navigationTarget: target } as ExtractedEntities & { navigationTarget?: IntakeTab };
}
}
// Default to risk (most common navigation target in intake context)
return { navigationTarget: 'risk' } as ExtractedEntities & { navigationTarget?: IntakeTab };
}