{"id":"W2583476982","doi":"10.1161/circulationaha.116.026075","title":"Sudden Cardiac Death in Patients With Ischemic Heart Failure Undergoing Coronary Artery Bypass Grafting","year":2017,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; National Institute for Health and Care Research","keywords":"Medicine; Ejection fraction; Cardiology; Sudden cardiac death; Internal medicine; Heart failure; Cumulative incidence; Incidence (geometry); Artery; Implantable cardioverter-defibrillator; Surgery; Cohort","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006794021,0.0001124241,0.0002312421,0.00004855384,0.0001925997,0.00004246517,0.00004094127,0.00007587299,0.00001354468],"category_scores_gemma":[0.00003937598,0.00008815846,0.00009822904,0.00004110927,0.00003599835,0.0002005176,0.00003292547,0.0001152902,0.000007792327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009571611,"about_ca_system_score_gemma":0.00004477295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006233773,"about_ca_topic_score_gemma":0.0000228211,"domain_scores_codex":[0.9992441,0.00001763252,0.0001492263,0.0002147319,0.0001971338,0.000177207],"domain_scores_gemma":[0.9994415,0.00002557236,0.00009261294,0.0003190477,0.00006252935,0.00005875876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000576973,0.00001146057,0.9977999,0.00003307637,0.00005525663,0.000006999723,0.0000787063,0.00004065444,0.001035318,0.00002250354,0.0001746792,0.0006836879],"study_design_scores_gemma":[0.001307254,0.00003831311,0.9976634,0.0001446503,0.00005760662,0.00001840545,0.00006959867,0.0001027149,0.000104588,0.00002741418,0.0003465308,0.0001194906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997899,0.00006163488,0.00001086052,0.0004246082,0.0001795165,0.0003169384,0.00000429645,0.0000375055,0.001065657],"genre_scores_gemma":[0.9993583,0.000002530787,0.0002510495,0.00005826084,0.000170741,0.000007037362,0.0000973896,0.00001700697,0.00003768556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001459316,"threshold_uncertainty_score":0.3594998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009395003569725177,"score_gpt":0.2294937514373438,"score_spread":0.2200987478676186,"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."}}