Résultats de re-traitement pipeline v2 sur 261 dossiers. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
334 lines
13 KiB
JSON
334 lines
13 KiB
JSON
{
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"source_file": "trackare-05017783-23056475_05017783_23056475.pdf",
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"document_type": "trackare",
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"sejour": {
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"sexe": "M",
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"age": 42,
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"date_entree": "20/03/2023",
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"imc": 26.08,
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"poids": 91.0,
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"taille": 187.0
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},
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"diagnostic_principal": {
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"texte": "Embolie pulmonaire",
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"cim10_suggestion": "I26.9",
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"cim10_confidence": "high",
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"cim10_final": "I26.9",
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"cim10_decision": {
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"action": "PROMOTE_DP",
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"final_code": "I26.9",
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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": 3,
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"source_excerpt": "...adénopathie\ndiaphragmatique estimée à 9 mm en jugulo-carotidien inférieur gauche. Apparition d’une\nembolie pulmonaire, postéro-basale droite avec thrombose partielle de la veine rénale gauche.\nPatient: BEGUE BEGUE ERI..."
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},
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"dp_final": {
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"verdict": "REVIEW",
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"evidence": [],
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"reason": "Aucun DP disponible",
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"candidates": []
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},
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"quality_flags": {
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"rag_status": "error",
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"no_dp_source": true
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},
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"diagnostics_associes": [
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{
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"texte": "Anémie",
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"cim10_suggestion": "D64.9",
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"cim10_confidence": "medium",
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"cim10_final": "D64.9",
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"justification": "Hémoglobine persistamment basse (11.6, 11.5, 11.4 g/dL) sur plusieurs mesures [N: 12-17], mobilisant des ressources pour investigation et prise en charge durant le séjour",
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"sources_rag": [],
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"preuves_cliniques": [],
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"est_cma": true,
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"niveau_severite": "non_evalue",
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"niveau_cma": 2,
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"source": "llm_das"
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},
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{
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"texte": "Thrombocytose",
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"cim10_suggestion": "D47.3",
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"cim10_confidence": "medium",
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"cim10_final": "D47.3",
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"justification": "Plaquettes élevées (674 et 408 [N: 150-400]) sur plusieurs mesures, nécessitant surveillance et prise en charge spécifique",
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"sources_rag": [],
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"preuves_cliniques": [],
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"niveau_severite": "non_evalue",
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"niveau_cma": 1,
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"source": "llm_das"
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}
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],
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"actes_ccam": [
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{
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"texte": "TDM abdominal",
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"code_ccam_suggestion": "ZCQK002",
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"sources_rag": [],
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"validite": "valide",
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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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{
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"test": "CRP",
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"valeur": "198",
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"valeur_num": 198.0,
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"anomalie": true,
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"quality": "ok",
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"source_page": 3,
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"source_excerpt": "...plage de\nnécrose avec inflammation.\nBilan sanguin du 21.01.2023 : hémoglobine 11.6, plaquettes 674, CRP 198, LDH 536 (normale\nhaute 248), AFP 40.42 UI (norme inférieure à 16.30), béta HCG 190 UI/l.\nTumeu..."
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},
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{
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"test": "Hémoglobine",
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"valeur": "11.6",
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"valeur_num": 11.6,
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"anomalie": true,
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"quality": "ok",
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"source_page": 11,
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"source_excerpt": "...de distribution des\n18,9 %\nhématies\nLDH 221 U/l\nLeucocytes 5,77 10.9/l\nHématies 4,05 10.12/l (t/l)\nHémoglobine 11,4 g/dl\nVGM 87,9 fl\nTCMH 28,1 pg\nCCMH 32,0 g/dl\nPlaquettes 408 10.9/l\nDr. Marie-Laure\nValidation..."
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},
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{
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"test": "Hémoglobine",
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"valeur": "11.5",
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"valeur_num": 11.5,
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"anomalie": true,
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"quality": "ok",
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"source_page": 11,
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"source_excerpt": "...de distribution des\n18,9 %\nhématies\nLDH 221 U/l\nLeucocytes 5,77 10.9/l\nHématies 4,05 10.12/l (t/l)\nHémoglobine 11,4 g/dl\nVGM 87,9 fl\nTCMH 28,1 pg\nCCMH 32,0 g/dl\nPlaquettes 408 10.9/l\nDr. Marie-Laure\nValidation..."
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},
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{
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"test": "Hémoglobine",
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"valeur": "11.4",
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"valeur_num": 11.4,
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"anomalie": true,
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"quality": "ok",
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"source_page": 11,
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"source_excerpt": "...de distribution des\n18,9 %\nhématies\nLDH 221 U/l\nLeucocytes 5,77 10.9/l\nHématies 4,05 10.12/l (t/l)\nHémoglobine 11,4 g/dl\nVGM 87,9 fl\nTCMH 28,1 pg\nCCMH 32,0 g/dl\nPlaquettes 408 10.9/l\nDr. Marie-Laure\nValidation..."
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},
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{
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"test": "VGM",
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"valeur": "87.9",
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"valeur_num": 87.9,
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"quality": "ok",
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"source_page": 11,
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"source_excerpt": "...8,9 %\nhématies\nLDH 221 U/l\nLeucocytes 5,77 10.9/l\nHématies 4,05 10.12/l (t/l)\nHémoglobine 11,4 g/dl\nVGM 87,9 fl\nTCMH 28,1 pg\nCCMH 32,0 g/dl\nPlaquettes 408 10.9/l\nDr. Marie-Laure\nValidation et diffusion s..."
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},
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{
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"test": "Plaquettes",
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"valeur": "674",
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"valeur_num": 674.0,
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"anomalie": true,
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"quality": "ok",
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"source_page": 11,
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"source_excerpt": "...77 10.9/l\nHématies 4,05 10.12/l (t/l)\nHémoglobine 11,4 g/dl\nVGM 87,9 fl\nTCMH 28,1 pg\nCCMH 32,0 g/dl\nPlaquettes 408 10.9/l\nDr. Marie-Laure\nValidation et diffusion sous la Dr. Fanny MENARD\nCURUTCHET\nresponsabilit..."
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},
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{
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"test": "Plaquettes",
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"valeur": "352",
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"valeur_num": 352.0,
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"anomalie": false,
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"quality": "ok",
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"source_page": 11,
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"source_excerpt": "...77 10.9/l\nHématies 4,05 10.12/l (t/l)\nHémoglobine 11,4 g/dl\nVGM 87,9 fl\nTCMH 28,1 pg\nCCMH 32,0 g/dl\nPlaquettes 408 10.9/l\nDr. Marie-Laure\nValidation et diffusion sous la Dr. Fanny MENARD\nCURUTCHET\nresponsabilit..."
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},
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{
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"test": "Plaquettes",
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"valeur": "408",
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"valeur_num": 408.0,
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"anomalie": true,
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"quality": "ok",
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"source_page": 11,
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"source_excerpt": "...77 10.9/l\nHématies 4,05 10.12/l (t/l)\nHémoglobine 11,4 g/dl\nVGM 87,9 fl\nTCMH 28,1 pg\nCCMH 32,0 g/dl\nPlaquettes 408 10.9/l\nDr. Marie-Laure\nValidation et diffusion sous la Dr. Fanny MENARD\nCURUTCHET\nresponsabilit..."
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},
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{
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"test": "Leucocytes",
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"valeur": "5.77",
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"valeur_num": 5.77,
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"anomalie": false,
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"quality": "ok",
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"source_page": 11,
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"source_excerpt": "...sanguine\nXN (Sysmex)\nHématocrite (%) 35,6 %\nIndice de distribution des\n18,9 %\nhématies\nLDH 221 U/l\nLeucocytes 5,77 10.9/l\nHématies 4,05 10.12/l (t/l)\nHémoglobine 11,4 g/dl\nVGM 87,9 fl\nTCMH 28,1 pg\nCCMH 32,0 g/..."
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},
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{
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"test": "Créatinine",
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"valeur": "78",
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"valeur_num": 78.0,
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"anomalie": false,
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"quality": "ok",
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"source_page": 4,
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"source_excerpt": "...de mucite, bouche propre.\nBiologie du 17/03/2023 :\nHb à 11.5g/dL, PNN à 1.2G/L, plaquettes à 352G/L\nCréatinine à 78umol/L\nPas de troubles ioniques\nPas de perturbation du bilan hépatique\nMarqueurs tumoraux :\nMar..."
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}
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],
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"biologie_discarded": [],
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"imagerie": [],
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"complications": [
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{
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"texte": "Fièvre",
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"source_page": 3,
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"source_excerpt": "...rge maximale\nSILVA 17:57\navec appel du réanimateur si besoin + oncologue d'astreinte si\nbesoin\n- si fièvre > 38,3°C, prélever hémocultures. Si signe de gravité, appeler interne de garde.\nMotif d’hospitalisa..."
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},
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{
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"texte": "Infection",
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"source_page": 6,
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"source_excerpt": "...ions de soins\nPrescription Dose Statut Fréquence Date de début Quantité administrée Note Docteur\nDESINFECTION\n20/03/2023 Laetitia\nENVIRONNEMENT Signé - à 12h Normal\n11:26 RISTANOVITCH\nPATIENT\nLIT : REFECTION 2..."
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}
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],
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"alertes_codage": [
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"QUALITE DEGRADEE : erreur RAG — codage sans référentiels",
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"2 CMA probables détectées — impact potentiel sur le niveau de sévérité GHM",
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"CMA niveau 3 : 'Embolie pulmonaire' (I26.9) — sévérité severe, marqueurs : aigu",
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"CMA niveau 2 : 'Anémie' (D64.9) — sévérité non_evalue",
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"QC: DAS I26.9 (Embolie pulmonaire) à reconsidérer — AUCUNE preuve clinique d'embolie pulmonaire dans le dossier. Absence de : symptomatologie respiratoire, imagerie (TDM, scintigraphie), D-dimères, gaz du sang anormal. Ce codage est INJUSTIFIÉ et constitue une fraude PMSI potentielle.",
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"QC: 🚨 ALERTE FRAUDE PMSI : Code I26.9 (embolie pulmonaire) SANS AUCUNE PREUVE = risque majeur de surcodage. À SUPPRIMER immédiatement.",
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"QC: ⚠️ Incohérence : Les 3 codes sont codés en [DAS] (diagnostic associé significatif) SANS justification clinique documentée dans le dossier.",
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"QC: ⚠️ Anémie et thrombocytose : Probablement RÉACTIONNELLES à l'inflammation majeure (CRP 198) + infection + fièvre. Nécessitent clarification diagnostique.",
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"QC: ⚠️ Absence de diagnostic principal explicite : Quel est le diagnostic primaire ? (Infection ? Inflammation ? Pathologie hématologique ?). Le codage dépend du diagnostic principal.",
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"QC: 📋 Recommandation : Demander au clinicien : (1) Confirmation/infirmation de l'EP, (2) Diagnostic principal, (3) Caractère réactionnel vs primaire des anomalies biologiques.",
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"RULE-DAS-TO-DP: DP absent → DAS I26.9 (Embolie pulmonaire) promu en DP",
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"DECISIONS[PDF]: 1 ligne(s)",
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"DECISION: diagnostic_principal I26.9 promu en DP (RULE-DAS-TO-DP)",
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"VETOS[PDF]: FAIL (score=40)",
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"VETO-02 [MEDIUM] diagnostics_associes[1]: DAS D64.9 sans preuve exploitable",
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"VETO-02 [MEDIUM] diagnostics_associes[2]: DAS D47.3 sans preuve exploitable",
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"VETO-02 [HARD] actes_ccam[0]: Acte ZCQK002 sans preuve exploitable",
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"Aucun DP extrait (ni Trackare ni CRH)"
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],
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"source_files": [],
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"ghm_estimation": {
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"cmd": "05",
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"cmd_libelle": "Affections de l'appareil circulatoire",
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"type_ghm": "K",
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"severite": 2,
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"ghm_approx": "05K??2",
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"cma_count": 1,
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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": 40,
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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[1]",
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"message": "DAS D64.9 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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"veto": "VETO-02",
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"severity": "MEDIUM",
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"where": "diagnostics_associes[2]",
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"message": "DAS D47.3 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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"veto": "VETO-02",
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"severity": "HARD",
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"where": "actes_ccam[0]",
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"message": "Acte ZCQK002 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": "I26.9",
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"libelle": "Embolie pulmonaire",
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"type_diag": "DP",
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"items": [
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{
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"categorie": "imagerie",
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"element": "Angioscanner thoracique",
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"statut": "absent",
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"importance": "obligatoire",
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"impact_cpam": "Imagerie indispensable pour confirmer une EP"
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},
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{
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"categorie": "biologie",
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"element": "D-dimères",
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"statut": "absent",
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"importance": "recommande",
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"impact_cpam": "D-dimères utiles si négatifs pour exclure, non suffisants seuls"
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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": "0/1 obligatoires, 0/1 recommandés"
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},
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{
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"code": "D64.9",
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"libelle": "Anémie",
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"type_diag": "DAS",
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"items": [
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{
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"categorie": "biologie",
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"element": "Hémoglobine",
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"statut": "present_confirme",
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"valeur": "11.6",
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"importance": "obligatoire",
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"impact_cpam": "Hémoglobine indispensable pour confirmer et qualifier une anémie",
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"confirmation_detail": "Hémoglobine basse confirme l'anémie"
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},
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{
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"categorie": "biologie",
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"element": "Ferritine",
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"statut": "absent",
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"importance": "recommande",
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"impact_cpam": "Permet de typer l'anémie (carentielle vs inflammatoire)"
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},
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{
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"categorie": "biologie",
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"element": "VGM",
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"statut": "present",
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"valeur": "87.9",
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"importance": "recommande",
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"impact_cpam": "Oriente l'étiologie (microcytaire/macrocytaire)"
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}
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],
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"score": 85,
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"verdict": "defendable",
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"resume": "1/1 obligatoires (1 confirmé), 1/2 recommandés"
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}
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],
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"score_global": 42,
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"verdict_global": "indefendable",
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"documents_presents": [
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"trackare"
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],
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"documents_manquants": []
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},
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"processing_time_s": 20.43,
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"metrics": {
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"das_total": 2,
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"das_active": 2,
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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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} |