{"id":"W4414631633","doi":"10.1093/ehjqcco/qcaf118","title":"One year healthcare consumption prior to sudden cardiac death","year":2025,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Institut National de la Santé et de la Recherche Médicale","keywords":"Sudden cardiac death; Health care; Consumption (sociology); Sudden death; Identification (biology); Sudden cardiac arrest; Healthcare system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005276436,0.0002481974,0.0003067398,0.001425002,0.0003903829,0.0007853658,0.0002957625,0.0004625286,0.002492494],"category_scores_gemma":[0.001729563,0.0001168734,0.0004777469,0.001215877,0.0001496048,0.0004361641,0.0003823278,0.0004753006,0.0003849849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007590178,"about_ca_system_score_gemma":0.0004384318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01980365,"about_ca_topic_score_gemma":0.02549003,"domain_scores_codex":[0.9993224,0.000156221,0.0001095521,0.0001422856,0.0001208155,0.0001486894],"domain_scores_gemma":[0.998446,0.0002309267,0.0008434344,0.00007105779,0.0001998554,0.0002086995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006119875,0.00002798401,0.997611,0.00002278402,0.00004418124,0.00005268196,0.0001060412,0.00006534024,0.00008260662,0.00002723633,0.0001764324,0.00172237],"study_design_scores_gemma":[8.585185e-7,0.00003977376,0.9994453,0.000008560042,0.000007845463,0.00008212826,0.00009276559,0.00006325937,0.00002379191,0.000009375446,0.0002240185,0.00000229801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934468,0.0007134489,0.0001493794,0.0001062232,0.00001304648,0.00002074168,0.004108061,0.00001232855,0.001429878],"genre_scores_gemma":[0.9953459,0.0002884837,0.0001429715,0.00004094032,0.0000236868,0.00001950353,0.003638688,0.000002452133,0.0004973441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01980365,"threshold_uncertainty_score":0.03937674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1506296654328484,"score_gpt":0.4873342389626721,"score_spread":0.3367045735298237,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}