{"id":"W2078094466","doi":"10.1016/j.jacc.2014.04.064","title":"Extent of Coronary and Myocardial Disease and Benefit From Surgical Revascularization in LV Dysfunction","year":2014,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute; Foothills Medical Centre","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiology; Internal medicine; Ejection fraction; Hazard ratio; Coronary artery disease; Ischemic cardiomyopathy; Revascularization; Confidence interval; Heart failure; Artery; Risk factor; Surgery; Myocardial infarction","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":[0.0004936481,0.0002574791,0.0003874518,0.0003957534,0.0002182577,0.0005040805,0.0002296628,0.0005342792,0.002446036],"category_scores_gemma":[0.001258843,0.0001592509,0.0004419138,0.0002526736,0.0004941134,0.0005422276,0.0004815441,0.0007973812,0.0001631755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113589,"about_ca_system_score_gemma":0.0001964383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005264352,"about_ca_topic_score_gemma":0.001662984,"domain_scores_codex":[0.9998542,0.00004177228,0.00001264876,0.00002492051,0.00002189102,0.00004448243],"domain_scores_gemma":[0.9991639,0.0002567451,0.0001650667,0.00004709823,0.00002358898,0.0003436399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003266928,0.0003544915,0.9781928,0.00003993976,0.0002099889,0.0007145238,0.00007820311,0.0006652093,0.003099845,0.0005334986,0.0002347874,0.01260974],"study_design_scores_gemma":[0.00004085987,0.0002554134,0.9980134,0.00001279354,0.00006920932,0.0004655704,0.00008223725,0.0004121845,0.0001046653,0.0003767231,0.0001597026,0.000007341024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974641,0.0006136626,0.0001249947,0.0001588713,0.00001623612,0.000003289294,0.0000931192,0.000003168428,0.001522654],"genre_scores_gemma":[0.9993581,0.0001583074,0.000053573,0.00004053165,0.00008418135,0.000002350924,0.0001370342,0.000001422253,0.0001644258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002446036,"threshold_uncertainty_score":0.008182764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0049482141616717,"score_gpt":0.2190378747089812,"score_spread":0.2140896605473095,"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."}}