Résultats de re-traitement pipeline v2 sur 261 dossiers. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
240 lines
7.0 KiB
JSON
240 lines
7.0 KiB
JSON
{
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"source_file": "CRH 23018396.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": "Sepsis",
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"cim10_suggestion": "A41.9",
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"cim10_confidence": "high",
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"cim10_final": "A41.9",
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"cim10_decision": {
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"action": "PROMOTE_DP",
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"final_code": "A41.9",
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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": "...ATION\nGHRISSI Rabha _ 15/12/1947\nREPRISE D’ARTHROPLASTIE POUR INSTABILITE RESIDUELLE AVEC NOTION DE SEPSIS NON AVERE DANS\nPATIENTE OPEREE A L’HOPITAL DE LA TRINITE EN MARTINIQUE D’UNE PROTHESE TOTALE DE HAN..."
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},
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"dp_selection": {
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"chosen_index": 0,
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"chosen_term": "Sepsis",
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"chosen_code": "A41.9",
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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": "Sepsis",
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"code": "A41.9",
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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": "Sepsis",
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"chosen_code": "A41.9",
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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": "Sepsis",
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"code": "A41.9",
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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": "Sepsis",
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"chosen_code": "A41.9",
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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": "Sepsis",
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"code": "A41.9",
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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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"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 : 'Sepsis' (A41.9) — sévérité non_evalue",
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"QC: DAS A41.9 (Sepsis) à reconsidérer — ABSENCE TOTALE DE PREUVE CLINIQUE. Le codage indique explicitement 'Preuves: aucune'. Un diagnostic de sepsis ne peut être codé sans documentation clinique minimale (signes SIRS, culture positive, contexte infectieux, ou au minimum mention explicite du diagnostic dans le dossier). Ceci constitue un codage non justifié.",
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"QC: ⚠️ ANOMALIE CRITIQUE : Codage sans justification médicale - Violation de la règle fondamentale du PMSI",
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"QC: ⚠️ RISQUE DE FRAUDE PMSI : Codage d'un diagnostic grave sans preuve documentée",
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"QC: ⚠️ IMPACT FINANCIER : A41.9 génère une surpondération injustifiée du GHM",
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"QC: ⚠️ RECOMMANDATION : Demander au clinicien de clarifier : le sepsis est-il réellement présent ? Si oui, fournir les preuves (hémocultures, critères SIRS, etc.). Si non, supprimer le code.",
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"QC: ℹ️ Si infection documentée mais sans sepsis confirmé : utiliser un code plus spécifique (ex: A40.x, B95-B97 selon le germe)",
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"RULE-DAS-TO-DP: DP absent → DAS A41.9 (Sepsis) promu en DP",
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"DECISIONS[PDF]: 1 ligne(s)",
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"DECISION: diagnostic_principal A41.9 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": "18",
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"cmd_libelle": "Maladies infectieuses et parasitaires",
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"type_ghm": "M",
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"severite": 1,
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"ghm_approx": "18M??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": 95,
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"issues": [
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{
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"veto": "VETO-03",
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"severity": "LOW",
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"where": "diagnostics_associes[0]",
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"message": "DAS A41.9 potentiellement conditionnel",
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"citation": "Guide Méthodologique MCO : Un diagnostic conditionnel (suspecté, à éliminer) ne doit pas être codé comme confirmé"
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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": "A41.9",
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"libelle": "Sepsis",
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"type_diag": "DP",
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"items": [
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{
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"categorie": "biologie",
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"element": "CRP",
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"statut": "absent",
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"importance": "obligatoire",
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"impact_cpam": "Marqueur inflammatoire essentiel pour documenter un sepsis"
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},
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{
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"categorie": "biologie",
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"element": "Leucocytes",
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"statut": "absent",
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"importance": "obligatoire",
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"impact_cpam": "Leucocytose ou leucopénie attendue dans le sepsis"
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},
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{
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"categorie": "biologie",
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"element": "Procalcitonine",
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"statut": "absent",
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"importance": "recommande",
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"impact_cpam": "Marqueur spécifique d'infection bactérienne, renforce la preuve"
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},
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{
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"categorie": "biologie",
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"element": "Hémocultures",
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"statut": "absent",
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"importance": "recommande",
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"impact_cpam": "Documentation bactériologique du sepsis"
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}
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],
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"score": 0,
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"verdict": "indefendable",
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"resume": "0/2 obligatoires, 0/2 recommandés"
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}
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],
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"score_global": 0,
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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": 11.91,
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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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} |