{"id":"W2408810414","doi":"","title":"Predictors of outcome after coronary bypass surgery in patients with left ventricular dysfunction.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Cardiology; Internal medicine; Perioperative; Angina; Canadian Cardiovascular Society; Diabetes mellitus; Cardiac catheterization; Artery; Multivariate analysis; Heart failure; Coronary artery bypass surgery; Surgery; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000308797,0.000334734,0.0002833974,0.0003750383,0.0002944713,0.0003707522,0.0001978428,0.0004763926,0.00102666],"category_scores_gemma":[0.001579799,0.0001216965,0.0002864004,0.0003090521,0.0002443798,0.0002808791,0.0002749832,0.0006116136,0.0002092533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159908,"about_ca_system_score_gemma":0.0002440233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006954982,"about_ca_topic_score_gemma":0.0008391508,"domain_scores_codex":[0.999817,0.00004545542,0.00002249475,0.00002821326,0.00003226498,0.00005454334],"domain_scores_gemma":[0.9989789,0.0002608932,0.0003992555,0.00002300249,0.00007061251,0.0002673941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008725592,0.00002224827,0.9987689,0.000004584353,0.00001411907,0.0001710687,0.00001487821,0.00002561066,0.00009697104,0.000004523383,0.00005263247,0.0007372294],"study_design_scores_gemma":[0.00001153114,0.0001450084,0.998275,0.000008507659,0.00002584124,0.001094369,0.00008390786,0.0001772916,0.00005717928,0.00002682639,0.00009094842,0.000003558197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992082,0.0003624577,0.00005074486,0.00007522296,0.00001384784,0.000002901045,0.00007962871,0.000002168224,0.0002049026],"genre_scores_gemma":[0.999559,0.0001016649,0.00004412219,0.00002522332,0.00003028003,0.000004963542,0.0001810775,8.43627e-7,0.00005275791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00102666,"threshold_uncertainty_score":0.003434539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202777104443528,"score_gpt":0.1801589991549639,"score_spread":0.1681312281105286,"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."}}