Résultats de re-traitement pipeline v2 sur 261 dossiers. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
240 lines
7.2 KiB
JSON
240 lines
7.2 KiB
JSON
{
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"source_file": "CRO 23084754.pdf",
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"document_type": "crh",
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"sejour": {
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"sexe": "F"
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},
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"diagnostic_principal": {
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"texte": "Cholécystite aiguë",
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"cim10_suggestion": "K81.0",
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"cim10_confidence": "high",
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"cim10_final": "K81.0",
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"cim10_decision": {
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"action": "PROMOTE_DP",
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"final_code": "K81.0",
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"reason": "DAS promu en DP (score (2, 3, 4))",
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"needs_info": [],
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"applied_rules": [
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"RULE-DAS-TO-DP"
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]
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},
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"sources_rag": [],
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"preuves_cliniques": [],
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"source": "regex",
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"source_page": 1,
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"source_excerpt": "...GLET\nMadame MARIE-THEREZE AGUIRRE\nNée le 12/02/1944\nCHOLECYSTECTOMIE SOUS COELIOSCOPIE\nDIAGNOSTIC : Cholécystite aiguë. Patiente admise aux urgences sur des douleurs fébriles de l’hypochondre.\ncholécystite.\nCompte rend..."
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},
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"dp_selection": {
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"chosen_index": 0,
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"chosen_term": "Cholécystite aiguë",
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"chosen_code": "K81.0",
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"verdict": "CONFIRMED",
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"evidence": [
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"Score 3.0 — source: regex (section forte)"
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],
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"reason": "Candidat unique",
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"candidates": [
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{
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"index": 0,
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"term": "Cholécystite aiguë",
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"code": "K81.0",
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"source": "regex",
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"is_comorbidity_like": false,
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"is_symptom_like": false,
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"is_act_only": false,
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"section_strength": 3,
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"num_occurrences": 1,
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"score": 3.0,
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"score_details": {
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"section": 3,
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"confidence": 0
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}
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}
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],
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"debug_scores": {
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"top1": 3.0
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}
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},
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"dp_crh_only": {
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"chosen_index": 0,
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"chosen_term": "Cholécystite aiguë",
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"chosen_code": "K81.0",
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"verdict": "CONFIRMED",
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"evidence": [
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"Score 3.0 — source: regex (section forte)"
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],
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"reason": "Candidat unique",
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"candidates": [
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{
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"index": 0,
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"term": "Cholécystite aiguë",
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"code": "K81.0",
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"source": "regex",
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"is_comorbidity_like": false,
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"is_symptom_like": false,
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"is_act_only": false,
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"section_strength": 3,
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"num_occurrences": 1,
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"score": 3.0,
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"score_details": {
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"section": 3,
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"confidence": 0
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}
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}
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],
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"debug_scores": {
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"top1": 3.0
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}
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},
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"dp_final": {
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"chosen_index": 0,
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"chosen_term": "Cholécystite aiguë",
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"chosen_code": "K81.0",
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"verdict": "CONFIRMED",
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"evidence": [
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"Score 3.0 — source: regex (section forte)"
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],
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"reason": "Candidat unique",
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"candidates": [
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{
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"index": 0,
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"term": "Cholécystite aiguë",
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"code": "K81.0",
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"source": "regex",
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"is_comorbidity_like": false,
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"is_symptom_like": false,
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"is_act_only": false,
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"section_strength": 3,
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"num_occurrences": 1,
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"score": 3.0,
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"score_details": {
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"section": 3,
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"confidence": 0
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}
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}
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],
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"debug_scores": {
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"top1": 3.0
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}
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},
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"quality_flags": {
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"rag_status": "error",
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"crh_only_mode": true
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},
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"diagnostics_associes": [],
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"actes_ccam": [
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{
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"texte": "Cholécystectomie",
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"code_ccam_suggestion": "HMFC004",
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"sources_rag": [],
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"validite": "valide",
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"alertes": [],
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"source_page": 1,
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"source_excerpt": "...ntrôle du moignon cystique restant par trois clips (HEMOLOCK 10) Section\nentre trois (HEMOLOCK 10). Cholécystectomie rétrograde. Extériorisation de la vésicule dans un endosac intr\nde 10 mm.\nVérification du lit vésic..."
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},
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{
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"texte": "Cholangiographie peropératoire",
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"code_ccam_suggestion": "HHHE002",
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"sources_rag": [],
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"validite": "non_verifie",
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"alertes": []
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}
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],
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"antecedents": [],
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"traitements_sortie": [],
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"biologie_cle": [],
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"biologie_discarded": [],
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"imagerie": [],
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"complications": [],
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"alertes_codage": [
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"QUALITE DEGRADEE : erreur RAG — codage sans référentiels",
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"CCAM HHHE002 (Cholangiographie peropératoire) : code absent du dictionnaire CCAM V81",
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"CMA niveau 3 : 'Cholécystite aiguë' (K81.0) — sévérité severe, marqueurs : aigue",
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"QC: DAS K81.0 (Cholécystite aiguë) à reconsidérer — ABSENCE TOTALE DE JUSTIFICATION ET DE PREUVE CLINIQUE. Le codage indique explicitement 'Preuves: aucune'. Un diagnostic de cholécystite aiguë ne peut être codé sans éléments cliniques, biologiques ou d'imagerie documentés (douleur de l'hypochondre droit, signes de Murphy, élévation des marqueurs inflammatoires, échographie/scanner montrant épaississement pariétal, épanchement péri-vésiculaire, etc.). Ce code ne peut pas être maintenu.",
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"QC: ⚠️ CODAGE NON JUSTIFIÉ : Aucune preuve clinique fournie pour le diagnostic principal",
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"QC: ⚠️ DOSSIER INCOMPLET : Absence totale de documentation clinique, biologique ou radiologique",
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"QC: ⚠️ RISQUE QUALITÉ PMSI : Codage sans fondement = risque de facturation injustifiée et de non-conformité",
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"QC: 📋 ACTION REQUISE : Demander au clinicien de fournir les éléments justificatifs ou de corriger le diagnostic",
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"RULE-DAS-TO-DP: DP absent → DAS K81.0 (Cholécystite aiguë) promu en DP",
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"DECISIONS[PDF]: 1 ligne(s)",
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"DECISION: diagnostic_principal K81.0 promu en DP (RULE-DAS-TO-DP)",
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"VETOS[PDF]: FAIL (score=70)",
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"VETO-02 [HARD] actes_ccam[1]: Acte HHHE002 sans preuve exploitable"
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],
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"source_files": [],
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"ghm_estimation": {
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"cmd": "07",
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"cmd_libelle": "Affections hépatobiliaires et pancréatiques",
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"type_ghm": "C",
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"severite": 1,
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"ghm_approx": "07C??1",
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"cma_count": 0,
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"cms_count": 0,
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"alertes": []
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},
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"controles_cpam": [],
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"veto_report": {
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"verdict": "FAIL",
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"score_contestabilite": 70,
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"issues": [
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{
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"veto": "VETO-02",
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"severity": "HARD",
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"where": "actes_ccam[1]",
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"message": "Acte HHHE002 sans preuve exploitable",
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"citation": "Principe de preuve : tout diagnostic/acte doit être étayé par une trace dans le dossier médical (Guide Méthodologique MCO)"
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}
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]
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},
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"completude": {
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"checks": [
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{
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"code": "HMFC004, HHHE002",
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"libelle": "Acte chirurgical nécessitant un CRO",
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"type_diag": "Acte",
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"items": [
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{
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"categorie": "document",
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"element": "CRO",
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"statut": "absent",
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"importance": "obligatoire",
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"impact_cpam": "Compte-rendu opératoire obligatoire pour tout acte chirurgical"
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}
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],
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"score": 30,
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"verdict": "indefendable",
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"resume": "0/1 obligatoires"
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}
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],
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"score_global": 30,
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"verdict_global": "indefendable",
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"documents_presents": [
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"crh"
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],
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"documents_manquants": [
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"CRO"
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]
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},
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"processing_time_s": 9.75,
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"metrics": {
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"das_total": 0,
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"das_active": 0,
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"das_excluded": 0,
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"das_removed": 0,
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"das_ruled_out": 0,
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"das_no_code": 0,
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"actes_total": 2,
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"actes_with_code": 2,
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"dp_has_code": true
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},
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"rules_runtime": {
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"router_version": 1,
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"mode": "strict",
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"enabled_packs": [
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"decisions_core",
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"vetos_core"
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],
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"always_on_rules": [],
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"triggers_fired": []
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}
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} |