{"id":"W2058533999","doi":"10.1016/s0003-4975(03)00664-7","title":"Early and midterm clinical outcome in patients with severe left ventricular dysfunction undergoing coronary artery surgery","year":2003,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Perioperative; Heart failure; Interquartile range; Cardiology; Angina; Coronary artery disease; Internal medicine; Coronary artery bypass surgery; Off-pump coronary artery bypass; Canadian Cardiovascular Society; Myocardial infarction; Artery; Surgery; Inotrope; Bypass grafting","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003407172,0.0002213883,0.001237077,0.0002338285,0.00006580586,0.0000213178,0.0000526766,0.0001408813,0.0000674219],"category_scores_gemma":[0.001296945,0.0001396444,0.0005804882,0.0002741335,0.0001620083,0.0001627433,0.00002517883,0.0002591585,0.000009727849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001767643,"about_ca_system_score_gemma":0.000129566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001355266,"about_ca_topic_score_gemma":0.000003766116,"domain_scores_codex":[0.9972638,0.0007337744,0.0008651611,0.0002999639,0.0004748977,0.0003624053],"domain_scores_gemma":[0.9919206,0.007104115,0.0002667576,0.0004127771,0.0001311893,0.0001645978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001592587,0.0002557722,0.988224,0.0001275824,0.0001811199,0.0004151623,0.00004014553,0.000004467217,0.000001069626,0.00003740289,0.0003038023,0.008816931],"study_design_scores_gemma":[0.0003663273,0.0001152488,0.9967126,0.0002879805,0.0001153936,0.0002728413,0.00005281638,0.000002593819,0.00005198176,0.00004482645,0.001799827,0.0001775645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971931,0.0006570728,0.00001312547,0.00106071,0.0002799337,0.0002931408,0.000002806493,0.00002801492,0.000472111],"genre_scores_gemma":[0.9982408,0.0003219918,0.00002573497,0.001001275,0.00005399993,0.000005419651,0.00002002917,0.00002787253,0.0003028659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008639367,"threshold_uncertainty_score":0.5694532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07733892212160422,"score_gpt":0.3432302944861982,"score_spread":0.265891372364594,"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."}}