{"id":"W2015077369","doi":"10.1016/j.athoracsur.2013.06.052","title":"Coronary Revascularization for Patients With Severe Left Ventricular Dysfunction","year":2013,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"Alberta Innovates; Alberta Health Services; Roche","keywords":"Medicine; Cardiology; Revascularization; Internal medicine; Myocardial revascularization; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002393496,0.0002717481,0.0004592713,0.000597371,0.0005160836,0.0004821102,0.0002081945,0.000744052,0.002512986],"category_scores_gemma":[0.0007073544,0.0001258761,0.000455723,0.0003784158,0.0002712723,0.000266973,0.0002968727,0.001044566,0.0002498032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389202,"about_ca_system_score_gemma":0.0005898988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004038421,"about_ca_topic_score_gemma":0.001642952,"domain_scores_codex":[0.9998477,0.00003411924,0.00001583881,0.00001727077,0.00002825821,0.00005685219],"domain_scores_gemma":[0.9996291,0.00008651712,0.00006473489,0.00001206636,0.0000168821,0.000190652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003429377,0.0007205083,0.8660457,0.0002865049,0.0004815723,0.02166219,0.0001790117,0.0007010431,0.006368432,0.001424137,0.007537013,0.09116461],"study_design_scores_gemma":[0.0004906042,0.001401652,0.951411,0.0001857592,0.0002591783,0.03614584,0.0005363359,0.001443017,0.0007552534,0.002930571,0.004408845,0.00003191888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722301,0.008295451,0.0006305123,0.004418342,0.0003859885,0.00005021612,0.0002139009,0.0000279675,0.01374758],"genre_scores_gemma":[0.9943208,0.002552163,0.0002937134,0.0007835151,0.001163841,0.00001856848,0.0002796204,0.000004878676,0.0005829546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002512986,"threshold_uncertainty_score":0.008406818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04518173671998519,"score_gpt":0.3146999845140585,"score_spread":0.2695182477940732,"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."}}