Résultats de re-traitement pipeline v2 sur 261 dossiers. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
370 lines
14 KiB
JSON
370 lines
14 KiB
JSON
{
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"source_file": "trackare-98215606-23041413_98215606_23041413.pdf",
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"document_type": "trackare",
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"sejour": {
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"sexe": "F",
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"age": 47,
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"date_entree": "16/03/2023",
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"imc": 33.462,
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"poids": 90.0,
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"taille": 164.0
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},
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"diagnostic_principal": {
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"texte": "Tabagisme",
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"cim10_suggestion": "F17.2",
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"cim10_confidence": "high",
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"cim10_final": "F17.2",
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"cim10_decision": {
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"action": "PROMOTE_DP",
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"final_code": "F17.2",
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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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},
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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": "Hypertension artérielle",
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"cim10_suggestion": "I10",
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"cim10_confidence": "high",
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"cim10_final": "I10",
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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": "regex"
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},
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{
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"texte": "Insuffisance rénale",
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"cim10_suggestion": "N19",
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"cim10_confidence": "high",
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"cim10_final": "N19",
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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": "regex",
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"source_page": 23,
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"source_excerpt": "...07:53\nRésultat de labo\n(5910165) (5910166) (5910055)\nNon-applicable en cas Non-applicable en cas\nd'insuffisance rénale d'insuffisance rénale\naigue. Estimation du aigue. Estimation du\nDFG non validée dans DFG non validé..."
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},
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{
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"texte": "Obésité (IMC 33.462)",
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"cim10_suggestion": "E66.0",
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"cim10_confidence": "high",
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"cim10_final": "E66.0",
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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": "regex"
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},
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{
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"texte": "Hypoglycémie",
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"cim10_suggestion": "E16.2",
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"cim10_confidence": "medium",
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"cim10_final": "E16.2",
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"justification": "Glycémies capillaires répétées anormalement basses (0.82, 0.72, 0.94, 0.73 g/L) avec normes 3.9-5.5 g/L. Valeurs significativement en dessous des normes, nécessitant une prise en charge et surveillance spécifique pendant 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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"actes_ccam": [],
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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": "Sodium",
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"valeur": "140",
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"valeur_num": 140.0,
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"anomalie": false,
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"quality": "ok",
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"source_page": 24,
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"source_excerpt": "...33 10.9/l\nHématies 4,14 10.12/l (t/l)\nHémoglobine 11,6 g/dl\nVGM 86,0 fl\nTCMH 28,0 pg\nCCMH 32,6 g/dl\nSodium 140 mmol/l 139 mmol/l\nSodium urinaire 91 mmol/l\nOsmolarité sang 283 mOSM/l\nPlaquettes 377 10.9/l\nDr..."
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},
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{
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"test": "Potassium",
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"valeur": "3.5",
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"valeur_num": 3.5,
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"anomalie": false,
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"quality": "ok",
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"source_page": 24,
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"source_excerpt": "...NEURO-CHIRURGIE ) - Taille: 164 cm - Poids: 90 kg - IMC: 33.462\nLe 21/03/2023 13:37 Page 23 de 24\n\nPotassium 3,5 mmol/l 4,0 mmol/l\nPotassium urinaire 22 mmol/l\nLeucocytes 10,33 10.9/l\nHématies 4,14 10.12/l (t..."
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},
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{
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"test": "Chlore",
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"valeur": "106",
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"valeur_num": 106.0,
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"quality": "ok",
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"source_page": 23,
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"source_excerpt": "...Volume urinaire Sur échantillon mL\nEstimation du DFG (CKD-\n107 ml/mn/1.73 m2 106 ml/mn/1.73 m2\nEPI)\nChlore 106 mmol/l 106 mmol/l\nCréatinine 56 µmol/l 57 µmol/l\nCompte-rendu laboratoire Labo230320142838-1.pd..."
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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": 24,
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"source_excerpt": "...mmol/l 4,0 mmol/l\nPotassium urinaire 22 mmol/l\nLeucocytes 10,33 10.9/l\nHématies 4,14 10.12/l (t/l)\nHémoglobine 11,6 g/dl\nVGM 86,0 fl\nTCMH 28,0 pg\nCCMH 32,6 g/dl\nSodium 140 mmol/l 139 mmol/l\nSodium urinaire 91 m..."
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},
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{
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"test": "VGM",
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"valeur": "86.0",
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"valeur_num": 86.0,
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"quality": "ok",
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"source_page": 24,
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"source_excerpt": "...assium urinaire 22 mmol/l\nLeucocytes 10,33 10.9/l\nHématies 4,14 10.12/l (t/l)\nHémoglobine 11,6 g/dl\nVGM 86,0 fl\nTCMH 28,0 pg\nCCMH 32,6 g/dl\nSodium 140 mmol/l 139 mmol/l\nSodium urinaire 91 mmol/l\nOsmolari..."
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},
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{
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"test": "Plaquettes",
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"valeur": "377",
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"valeur_num": 377.0,
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"anomalie": false,
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"quality": "ok",
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"source_page": 24,
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"source_excerpt": "...pg\nCCMH 32,6 g/dl\nSodium 140 mmol/l 139 mmol/l\nSodium urinaire 91 mmol/l\nOsmolarité sang 283 mOSM/l\nPlaquettes 377 10.9/l\nDr. Marie-Laure\nValidation et diffusion sous la Dr. Fanny MENARD\nCURUTCHET Dr. Yohan BEN..."
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},
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{
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"test": "Leucocytes",
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"valeur": "10.33",
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"valeur_num": 10.33,
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"anomalie": true,
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"quality": "ok",
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"source_page": 24,
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"source_excerpt": "...462\nLe 21/03/2023 13:37 Page 23 de 24\n\nPotassium 3,5 mmol/l 4,0 mmol/l\nPotassium urinaire 22 mmol/l\nLeucocytes 10,33 10.9/l\nHématies 4,14 10.12/l (t/l)\nHémoglobine 11,6 g/dl\nVGM 86,0 fl\nTCMH 28,0 pg\nCCMH 32,6 g..."
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},
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{
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"test": "Créatinine",
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"valeur": "56",
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"valeur_num": 56.0,
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"anomalie": false,
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"quality": "ok",
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"source_page": 7,
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"source_excerpt": "...023\n20/03/2023 07:00 Ionogramme ( Na, K, CL ) DR. Pascale LARROUY\n08:00\n20/03/2023\n20/03/2023 07:00 Créatinine sang ( dosage ) DR. Pascale LARROUY\n08:00\nIonogramme ( Na, K, CL, créat,\n21/03/2023 10:40 DR. Pasca..."
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},
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{
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"test": "Glycémie",
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"valeur": "0.82",
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"valeur_num": 0.82,
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"anomalie": true,
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"quality": "ok",
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"source_page": 1,
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"source_excerpt": "...ystolique\nPA\n75,00 92,00 96,00 87,00 78,00\nDiastolique\nPA\n109,00 116,00 117,00 113,00 99,00\nMoyenne\nGlycémie\n0,82 0,72 0,94 0,94 0,73\ncapillaire\nEchelle\nEN EN EN EN EN EN EN\ndouleur\nScore au\n0,00 0,00 0,00 0,..."
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},
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{
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"test": "Glycémie",
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"valeur": "0.72",
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"valeur_num": 0.72,
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"anomalie": true,
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"quality": "ok",
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"source_page": 1,
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"source_excerpt": "...ystolique\nPA\n75,00 92,00 96,00 87,00 78,00\nDiastolique\nPA\n109,00 116,00 117,00 113,00 99,00\nMoyenne\nGlycémie\n0,82 0,72 0,94 0,94 0,73\ncapillaire\nEchelle\nEN EN EN EN EN EN EN\ndouleur\nScore au\n0,00 0,00 0,00 0,..."
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},
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{
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"test": "Glycémie",
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"valeur": "5.2",
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"valeur_num": 5.2,
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"anomalie": false,
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"quality": "ok",
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"source_page": 1,
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"source_excerpt": "...ystolique\nPA\n75,00 92,00 96,00 87,00 78,00\nDiastolique\nPA\n109,00 116,00 117,00 113,00 99,00\nMoyenne\nGlycémie\n0,82 0,72 0,94 0,94 0,73\ncapillaire\nEchelle\nEN EN EN EN EN EN EN\ndouleur\nScore au\n0,00 0,00 0,00 0,..."
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},
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{
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"test": "TSH",
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"valeur": "1.3",
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"valeur_num": 1.3,
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"anomalie": false,
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"quality": "ok",
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"source_page": 3,
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"source_excerpt": ".../02/23\nDR. Pascale 21/03/2023 FSH 11 LH 2,7\nNote d'évolution\nLARROUY 11:32 Prolactine 292 (N59-619)\nTSH 1,3 (N0,55 4,7) T4l 11 (N8-17)\nCortisol 8h 14,5 (N 5-22)\nIGF1 183 (N53-215)\nOestradiol 43\n- Bilan e..."
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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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"alertes_codage": [
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"QUALITE DEGRADEE : erreur RAG — codage sans référentiels",
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"CMA niveau 2 : 'Hypoglycémie' (E16.2) — sévérité non_evalue",
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"QC: DAS I10 (Hypertension artérielle) à reconsidérer — AUCUNE preuve clinique. Pas de valeurs tensionnelles documentées, pas d'antécédent mentionné, pas de traitement antihypertenseur. Codage injustifié.",
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"QC: DAS N19 (Insuffisance rénale) à reconsidérer — AUCUNE preuve clinique. Créatinine 56 µmol/L est NORMALE (N: 50-120). Pas d'insuffisance rénale. Codage erroné.",
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"QC: DAS F17.2 (Tabagisme) à reconsidérer — AUCUNE preuve clinique. Aucune mention du tabagisme dans le dossier. Codage sans justification.",
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"QC: ⚠️ ALERTE MAJEURE: 3 codes sur 5 codés SANS AUCUNE PREUVE clinique (I10, N19, F17.2) = surcodage manifeste",
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"QC: ⚠️ ALERTE CRITIQUE: Glycémies 0.82-0.72 g/L = valeurs incompatibles avec la conscience/survie. Vérifier l'unité de mesure et la validité des données",
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"QC: ⚠️ Absence totale de justification documentée pour I10, N19, F17.2 = non-conformité PMSI",
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"QC: ⚠️ Dossier clinique très incomplet: pas de diagnostic principal, pas de motif d'admission, pas de contexte d'hospitalisation",
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"QC: ✓ Seul E66.0 est justifié par une donnée objective (IMC)",
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"RULE-DAS-TO-DP: DP absent → DAS F17.2 (Tabagisme) promu en DP",
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"DECISIONS[PDF]: 1 ligne(s)",
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"DECISION: diagnostic_principal F17.2 promu en DP (RULE-DAS-TO-DP)",
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"VETOS[PDF]: NEED_INFO (score=35)",
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"VETO-02 [MEDIUM] diagnostics_associes[0]: DAS I10 sans preuve exploitable",
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"VETO-02 [MEDIUM] diagnostics_associes[2]: DAS F17.2 sans preuve exploitable",
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"VETO-02 [MEDIUM] diagnostics_associes[3]: DAS E66.0 sans preuve exploitable",
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"VETO-02 [MEDIUM] diagnostics_associes[4]: DAS E16.2 sans preuve exploitable",
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"VETO-09 [LOW] diagnostics_associes[1]: IR N19 à confirmer (créat=56.0)",
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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": "20",
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"cmd_libelle": "Troubles mentaux liés à l'alcool et aux toxiques",
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"type_ghm": "M",
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"severite": 2,
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"ghm_approx": "20M??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": "NEED_INFO",
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"score_contestabilite": 35,
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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 I10 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 F17.2 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[3]",
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"message": "DAS E66.0 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[4]",
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"message": "DAS E16.2 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-09",
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"severity": "LOW",
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"where": "diagnostics_associes[1]",
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"message": "IR N19 à confirmer (créat=56.0)"
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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": "N19",
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"libelle": "Insuffisance rénale",
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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": "Créatinine",
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"statut": "present_non_confirme",
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"valeur": "56",
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"importance": "obligatoire",
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"impact_cpam": "Créatinine obligatoire pour confirmer une insuffisance rénale",
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"confirmation_detail": "Créatinine ≤ 120 µmol/L : IR non confirmée biologiquement"
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},
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{
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"categorie": "biologie",
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"element": "DFG",
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"statut": "absent",
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"importance": "recommande",
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"impact_cpam": "Permet de stadifier l'IR selon KDIGO"
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},
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{
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"categorie": "biologie",
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"element": "Urée",
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"statut": "absent",
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"importance": "recommande",
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"impact_cpam": "Élément complémentaire de la fonction rénale"
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}
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],
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"score": 17,
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"verdict": "fragile",
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"resume": "1/1 obligatoires, 0/2 recommandés"
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},
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{
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"code": "E66.0",
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"libelle": "Obésité (IMC 33.462)",
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"type_diag": "DAS",
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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": "present_confirme",
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"valeur": "33.462",
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"importance": "obligatoire",
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"impact_cpam": "IMC ≥ 30 indispensable pour coder une obésité",
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"confirmation_detail": "IMC ≥ 30 confirme l'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": "present",
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"valeur": "90.0",
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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": 100,
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"verdict": "defendable",
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"resume": "2/2 obligatoires (1 confirmé)"
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}
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],
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"score_global": 58,
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"verdict_global": "fragile",
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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": 28.74,
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"metrics": {
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"das_total": 4,
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"das_active": 4,
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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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} |