{"id":"W2122442437","doi":"10.1161/circresaha.116.304493","title":"Sudden Cardiac Death Risk Stratification","year":2015,"lang":"en","type":"review","venue":"Circulation Research","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Asystole; Cardiology; Ventricular fibrillation; Internal medicine; Pulseless electrical activity; Sudden cardiac death; Ventricular tachycardia; Coronary artery disease; Risk stratification; Myocardial infarction; Sudden cardiac arrest; Anesthesia; Cardiopulmonary resuscitation; Resuscitation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007525886,0.0008191484,0.001247454,0.001823433,0.0001926093,0.0008172826,0.0006906142,0.0006876283,0.004596036],"category_scores_gemma":[0.001946261,0.0001227845,0.0007820257,0.0008201173,0.0001869891,0.0004662659,0.0005148808,0.001332839,0.001759933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004695336,"about_ca_system_score_gemma":0.0008714811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078293,"about_ca_topic_score_gemma":0.001492319,"domain_scores_codex":[0.9996774,0.00007696874,0.00005531556,0.00004565791,0.0001190307,0.00002557808],"domain_scores_gemma":[0.9995767,0.0001995013,0.00006139073,0.000009282413,0.0001246129,0.00002848467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006966496,0.00003842204,0.001383567,0.004870576,0.0002073968,0.0001345491,0.00004011195,0.0002427667,0.000202448,0.001978248,0.03599155,0.9548407],"study_design_scores_gemma":[0.0001798242,0.0002551427,0.0162216,0.02628719,0.001440671,0.004391669,0.0001808358,0.001018915,0.0007291215,0.01261394,0.9365942,0.00008689465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006703747,0.9905811,0.0008132595,0.001443243,0.0006807984,0.00004140559,0.0001830531,0.00002895617,0.005557795],"genre_scores_gemma":[0.008873626,0.9857479,0.001190533,0.0006918963,0.001276671,0.00006551782,0.0005508884,0.000006105689,0.001596797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004596036,"threshold_uncertainty_score":0.01537526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2379866417419691,"score_gpt":0.4838319264561464,"score_spread":0.2458452847141773,"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."}}