{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353367,0.000141731,0.0005603893,0.00006296243,0.0001094469,0.00002452653,0.00002709128,0.0001309268,0.00001471696],"category_scores_gemma":[0.0002873608,0.00009223183,0.0001544293,0.0002905897,0.0002210681,0.0001421934,0.00001595811,0.000164207,4.85204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002689197,"about_ca_system_score_gemma":0.0001316204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008999433,"about_ca_topic_score_gemma":0.0000242146,"domain_scores_codex":[0.9980251,0.0006728458,0.0004066896,0.0002786255,0.0004965729,0.0001201203],"domain_scores_gemma":[0.9987245,0.000489982,0.0001931639,0.0002107488,0.0003223331,0.00005928347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009969376,0.0001400529,0.9978294,0.0001184782,0.0001291945,0.000008038399,0.0004722166,0.00004176129,0.0000424918,0.0001168016,0.00002084892,0.00008381368],"study_design_scores_gemma":[0.007252668,0.0003342755,0.9904987,0.0001207783,0.0002495376,0.00002120955,0.0002501282,0.000700182,0.00006813854,0.00001334641,0.0003950201,0.00009607911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966791,0.0001152073,0.001330592,0.0002782751,0.0000457663,0.001465404,0.00001108972,0.00001288828,0.00006162523],"genre_scores_gemma":[0.9996036,0.00002757759,0.0001089696,0.00005408555,0.00004549796,0.00001230583,0.0001300552,0.00001183025,0.000006111105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007330729,"threshold_uncertainty_score":0.3761105,"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."}}