Résultats de re-traitement pipeline v2 sur 261 dossiers. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
204 lines
6.3 KiB
JSON
204 lines
6.3 KiB
JSON
{
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"source_file": "CRO 23127321.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": "Paralysie radiale post-traumatique (sur fracture itérative de l'humérus)",
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"cim10_suggestion": "S54.2",
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"cim10_confidence": "low",
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"cim10_final": "S54.2",
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"cim10_decision": {
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"action": "PROMOTE_DP",
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"final_code": "S54.2",
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"reason": "DAS promu en DP (score (2, 1, 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": "La paralysie radiale est une complication majeure du traumatisme et de la chirurgie (nécessitant une neurolyse et une surveillance spécifique mentionnée dans les consignes post-opératoires). Elle mobilise des ressources supplémentaires (surveillance neurologique, rééducation adaptée) et n'est pas un symptôme résiduel sans diagnostic précis.",
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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": "Paralysie radiale post-traumatique (sur fracture itérative de l'humérus)",
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"chosen_code": "S54.2",
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"verdict": "CONFIRMED",
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"evidence": [
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"Score 1.0 — source: llm_das"
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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": "Paralysie radiale post-traumatique (sur fracture itérative de l'humérus)",
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"code": "S54.2",
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"source": "llm_das",
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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": 1,
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"num_occurrences": 1,
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"score": 1.0,
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"score_details": {
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"section": 1,
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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": 1.0
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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": "Paralysie radiale post-traumatique (sur fracture itérative de l'humérus)",
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"chosen_code": "S54.2",
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"verdict": "CONFIRMED",
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"evidence": [
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"Score 1.0 — source: llm_das"
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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": "Paralysie radiale post-traumatique (sur fracture itérative de l'humérus)",
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"code": "S54.2",
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"source": "llm_das",
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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": 1,
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"num_occurrences": 1,
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"score": 1.0,
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"score_details": {
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"section": 1,
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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": 1.0
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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": "Paralysie radiale post-traumatique (sur fracture itérative de l'humérus)",
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"chosen_code": "S54.2",
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"verdict": "CONFIRMED",
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"evidence": [
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"Score 1.0 — source: llm_das"
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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": "Paralysie radiale post-traumatique (sur fracture itérative de l'humérus)",
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"code": "S54.2",
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"source": "llm_das",
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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": 1,
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"num_occurrences": 1,
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"score": 1.0,
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"score_details": {
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"section": 1,
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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": 1.0
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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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{
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"texte": "Infection",
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"source_page": 1,
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"source_excerpt": "...as opéré sur table à bras\nAnesthésie : Anesthésie générale\nGarrot pneumatique : NON\nPréparation, désinfection et champage stérile selon protocole du CLIN\nAntibioprophylaxie par Céfazoline 2g\nCheck list HAS ava..."
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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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"QC: Le dossier clinique est incomplet. Il manque des informations cruciales pour justifier le code S54.2. Une documentation plus détaillée de l'examen neurologique du patient est nécessaire.",
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"QC: L'absence de preuves cliniques pour la paralysie radiale rend le codage actuel non justifiable. Il est impératif de vérifier la documentation clinique et de reconsidérer le codage en conséquence.",
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"QC: La mention d'une 'infection' nécessite un codage spécifique pour l'infection. Un code T81.x (complications post-opératoires) ou un code spécifique à l'infection (J15-J18) devrait être ajouté.",
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"RULE-DAS-TO-DP: DP absent → DAS S54.2 (Paralysie radiale post-traumatique (sur fracture itérative de l'humérus)) promu en DP",
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"DECISIONS[PDF]: 1 ligne(s)",
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"DECISION: diagnostic_principal S54.2 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 S54.2 sans preuve exploitable"
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],
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"source_files": [],
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"ghm_estimation": {
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"cmd": "21",
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"cmd_libelle": "Traumatismes",
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"type_ghm": "M",
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"severite": 1,
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"ghm_approx": "21M??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 S54.2 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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},
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"completude": {
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"checks": [],
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"score_global": 100,
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"verdict_global": "defendable",
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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": 409.71,
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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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} |