Résultats de re-traitement pipeline v2 sur 261 dossiers. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
229 lines
6.7 KiB
JSON
229 lines
6.7 KiB
JSON
{
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"source_file": "CRO 23048705.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": "Obésité (IMC 45)",
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"cim10_suggestion": "E66.9",
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"cim10_confidence": "medium",
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"cim10_final": "E66.9",
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"cim10_decision": {
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"action": "PROMOTE_DP",
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"final_code": "E66.9",
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"reason": "DAS promu en DP (score (2, 2, 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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"justification": "IMC de 45 explicitement mentionné dans le compte rendu opératoire. L'obésité a mobilisé des ressources supplémentaires (mention de l'âge jeune et du surpoids comme facteurs de risque opératoire, nécessité d'une prise en charge adaptée en périopératoire).",
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"sources_rag": [],
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"preuves_cliniques": [],
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"source": "llm_das"
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},
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"dp_selection": {
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"chosen_index": 0,
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"chosen_term": "Obésité (IMC 45)",
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"chosen_code": "E66.9",
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"verdict": "REVIEW",
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"evidence": [
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"Score -2.0 — source: llm_das"
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],
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"reason": "Pool mono-candidat fragile (comorbidité)",
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"candidates": [
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{
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"index": 0,
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"term": "Obésité (IMC 45)",
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"code": "E66.9",
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"source": "llm_das",
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"is_comorbidity_like": true,
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"is_symptom_like": false,
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"is_act_only": false,
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"section_strength": 1,
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"num_occurrences": 1,
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"score": -2.0,
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"score_details": {
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"section": 1,
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"confidence": 0,
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"comorbidity_malus": -3
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}
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}
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],
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"debug_scores": {
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"top1": -2.0
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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": "Obésité (IMC 45)",
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"chosen_code": "E66.9",
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"verdict": "REVIEW",
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"evidence": [
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"Score -2.0 — source: llm_das"
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],
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"reason": "Pool mono-candidat fragile (comorbidité)",
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"candidates": [
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{
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"index": 0,
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"term": "Obésité (IMC 45)",
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"code": "E66.9",
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"source": "llm_das",
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"is_comorbidity_like": true,
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"is_symptom_like": false,
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"is_act_only": false,
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"section_strength": 1,
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"num_occurrences": 1,
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"score": -2.0,
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"score_details": {
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"section": 1,
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"confidence": 0,
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"comorbidity_malus": -3
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}
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}
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],
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"debug_scores": {
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"top1": -2.0
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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": "Obésité (IMC 45)",
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"chosen_code": "E66.9",
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"verdict": "REVIEW",
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"evidence": [
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"Score -2.0 — source: llm_das"
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],
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"reason": "Pool mono-candidat fragile (comorbidité)",
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"candidates": [
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{
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"index": 0,
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"term": "Obésité (IMC 45)",
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"code": "E66.9",
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"source": "llm_das",
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"is_comorbidity_like": true,
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"is_symptom_like": false,
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"is_act_only": false,
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"section_strength": 1,
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"num_occurrences": 1,
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"score": -2.0,
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"score_details": {
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"section": 1,
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"confidence": 0,
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"comorbidity_malus": -3
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}
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}
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],
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"debug_scores": {
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"top1": -2.0
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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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"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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"NUKE-3 REVIEW: DP ambigu — Pool mono-candidat fragile (comorbidité)",
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"QC: ⚠️ PREUVE MANQUANTE : Aucune source documentaire fournie (CRO, CRP, examen clinique). L'IMC doit être explicitement noté dans le dossier.",
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"QC: ⚠️ JUSTIFICATION INCOMPLÈTE : Le texte de justification est tronqué ('...et du s'). Compléter la justification clinique.",
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"QC: ⚠️ SPÉCIFICITÉ INSUFFISANTE : E66.9 est un code non spécifié. Utiliser E66.0x avec le sous-code approprié selon l'IMC exact (40-44,9 vs ≥45).",
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"QC: ⚠️ RESSOURCES MOBILISÉES : La mention de 'ressources supplémentaires' suggère une comorbidité impactant la prise en charge. Vérifier s'il existe d'autres diagnostics à coder (complications, autres comorbidités).",
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"QC: ⚠️ CONTEXTE INCOMPLET : Aucun diagnostic principal (DP) fourni. L'obésité est-elle le DP ou un diagnostic associé (DA) ? Vérifier la hiérarchie diagnostique.",
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"RULE-DAS-TO-DP: DP absent → DAS E66.9 (Obésité (IMC 45)) promu en DP",
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"DECISIONS[PDF]: 1 ligne(s)",
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"DECISION: diagnostic_principal E66.9 promu en DP (RULE-DAS-TO-DP)",
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"VETOS[PDF]: NEED_INFO (score=85)",
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"VETO-02 [MEDIUM] diagnostics_associes[0]: DAS E66.9 sans preuve exploitable"
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],
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"source_files": [],
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"ghm_estimation": {
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"cmd": "10",
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"cmd_libelle": "Maladies endocriniennes",
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"type_ghm": "M",
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"severite": 1,
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"ghm_approx": "10M??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": "NEED_INFO",
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"score_contestabilite": 85,
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"issues": [
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{
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"veto": "VETO-02",
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"severity": "MEDIUM",
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"where": "diagnostics_associes[0]",
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"message": "DAS E66.9 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": "E66.9",
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"libelle": "Obésité (IMC 45)",
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"type_diag": "DP",
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"items": [
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{
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"categorie": "clinique",
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"element": "IMC",
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"statut": "absent",
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"importance": "obligatoire",
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"impact_cpam": "IMC ≥ 30 indispensable pour coder une obésité"
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},
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{
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"categorie": "clinique",
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"element": "Poids",
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"statut": "absent",
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"importance": "obligatoire",
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"impact_cpam": "Poids nécessaire pour calculer l'IMC"
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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": "0/2 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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},
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"processing_time_s": 12.07,
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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": 0,
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"actes_with_code": 0,
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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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} |