{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002562053,0.0002469039,0.001355299,0.0004876905,0.0002355825,0.00005116372,0.0001264889,0.0005719662,0.0001066777],"category_scores_gemma":[0.0006093604,0.000205195,0.0005999984,0.0008279004,0.0001314133,0.00007323008,0.00005717865,0.001585683,0.001234664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004636306,"about_ca_system_score_gemma":0.001777385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006499544,"about_ca_topic_score_gemma":0.000001425434,"domain_scores_codex":[0.9961305,0.00152299,0.000461675,0.0005788745,0.0008462198,0.0004597981],"domain_scores_gemma":[0.9974962,0.0004079813,0.0001806695,0.0008555232,0.0008123827,0.0002471663],"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":[0.00002047878,0.00003914825,0.0002035553,0.003092893,0.0003533411,0.00004936927,0.00004878009,0.00002182832,0.000006949126,0.001008111,0.004990011,0.9901655],"study_design_scores_gemma":[0.0002114771,0.0001147811,0.002139539,0.001634308,0.0009176385,0.00009858524,0.00002478492,0.00008216185,0.000001260761,0.00111152,0.9934213,0.0002426764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004347052,0.9888357,0.00002497733,0.00004504896,0.0002062963,0.001812223,0.00005372525,0.0000675881,0.008519751],"genre_scores_gemma":[0.002869396,0.9928371,0.00003990937,0.00000567467,0.001303222,0.0002766034,0.001399499,0.00005742898,0.0012112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9899229,"threshold_uncertainty_score":0.999543,"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."}}