Résultats de re-traitement pipeline v2 sur 261 dossiers. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
223 lines
6.4 KiB
JSON
223 lines
6.4 KiB
JSON
{
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"source_file": "CRO 23079252.pdf",
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"document_type": "crh",
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"sejour": {
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"sexe": "M"
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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": "...4600 ANGLET\nMonsieur BENOIT RAMEIX\nNé le 16/02/1975\nCHOLECYSTECTOMIE SOUS COELIOSCOPIE\nIndication :\nCholécystite aiguë\nCompte rendu opératoire du 22.04.2023 :\nOpérateur : Docteur R. GONTIER\nAnesthésiste(s) Docteur L. K..."
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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": "...ouver l’artèr\ncanal cystique.\nSection entre clips du canal cystique et de l’artère.\nPoursuite de la cholécystectomie rétrograde.\nElectrocoagulation du lit vésiculaire\nOn positionne la vésicule dans un sac d’extractio..."
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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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"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 PREUVE CLINIQUE. Le codage indique explicitement 'Preuves: aucune'. Un diagnostic de cholécystite aiguë ne peut être codé sans justification documentée (clinique, biologique, imagerie). Cela constitue un codage non fondé.",
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"QC: ⚠️ ANOMALIE CRITIQUE : Codage sans justification médicale",
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"QC: ⚠️ RISQUE DE FACTURATION INJUSTIFIÉE : K81.0 est un diagnostic majeur pouvant impacter le GHM",
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"QC: ⚠️ NON-CONFORMITÉ PMSI : Tout diagnostic doit être étayé par des éléments du dossier (clinique, paraclinique, imagerie)",
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"QC: ⚠️ DOSSIER INCOMPLET : Aucune information clinique fournie pour valider ce codage",
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"QC: RECOMMANDATION : Soit supprimer ce code, soit fournir les preuves documentées (symptômes, résultats biologiques, échographie, etc.)",
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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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],
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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": "PASS",
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"score_contestabilite": 100,
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"issues": []
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},
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"completude": {
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"checks": [
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{
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"code": "HMFC004",
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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": 6.37,
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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": 1,
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"actes_with_code": 1,
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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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} |