{"id":"W2901801132","doi":"10.1161/circheartfailure.118.005531","title":"Society of Thoracic Surgeons Risk Score and EuroSCORE-2 Appropriately Assess 30-Day Postoperative Mortality in the STICH Trial and a Contemporary Cohort of Patients With Left Ventricular Dysfunction Undergoing Surgical Revascularization","year":2018,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Université de Montréal; Libin Cardiovascular Institute of Alberta; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Revascularization; EuroSCORE; Cohort; Surgery; Cardiology; Internal medicine; Cohort study; Cardiothoracic surgery; Artery; 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":[0.006793933,0.0004158429,0.0009030793,0.000404442,0.0002555248,0.001183303,0.0003210436,0.000755479,0.001014679],"category_scores_gemma":[0.01000074,0.0001713154,0.0009346423,0.0005873588,0.000533362,0.000890262,0.0007786385,0.00106441,0.0001819204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002469591,"about_ca_system_score_gemma":0.0005288392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004834422,"about_ca_topic_score_gemma":0.0009264086,"domain_scores_codex":[0.9976672,0.001338009,0.0002019918,0.000297028,0.0003388519,0.0001570362],"domain_scores_gemma":[0.9935142,0.00243511,0.001791868,0.0008897122,0.0005826145,0.000786545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01297017,0.0001517301,0.9763228,0.00007312848,0.001317478,0.00006875959,0.00008923681,0.0006096488,0.0002750908,0.0001928951,0.001518804,0.0064102],"study_design_scores_gemma":[0.002130524,0.002221285,0.9882374,0.00006351525,0.0009316623,0.0002768048,0.0001416302,0.004096577,0.0002532637,0.0005973652,0.001023093,0.00002693353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997359,0.0007867243,0.000182727,0.0002083561,0.00006594862,0.0000408163,0.0003439962,0.000003692236,0.001008713],"genre_scores_gemma":[0.9983104,0.0001356565,0.0001429111,0.0001252009,0.0001756695,0.00004773606,0.0009442577,0.000003485558,0.0001146846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006793933,"threshold_uncertainty_score":0.03593016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756587957051253,"score_gpt":0.2834760395622901,"score_spread":0.2559101599917775,"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."}}