{"id":"W3214463128","doi":"10.1093/icvts/ivab316","title":"Impact of early quantitative morbidity on 1-year outcomes in coronary artery bypass graft surgery","year":2021,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Hamilton General Hospital; Université de Montréal","funders":"","keywords":"Medicine; Interquartile range; Myocardial infarction; Dialysis; Internal medicine; Cardiology; Coronary artery bypass surgery; Stroke (engine); Artery; Surgery","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":[0.005202271,0.0004234802,0.0004603586,0.0003931619,0.0001945047,0.001156865,0.0003297605,0.0004581225,0.0007372806],"category_scores_gemma":[0.009020249,0.0001397394,0.001040605,0.0004332549,0.000428156,0.0006232199,0.0007206313,0.0008019219,0.00005314137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004609193,"about_ca_system_score_gemma":0.0005336967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007146819,"about_ca_topic_score_gemma":0.001524616,"domain_scores_codex":[0.9974201,0.001512173,0.0001977149,0.0002780009,0.0003612829,0.0002308056],"domain_scores_gemma":[0.9931859,0.003038234,0.00247613,0.0003600442,0.0003325054,0.0006072137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01924052,0.0005967509,0.9481441,0.0002948291,0.002048285,0.00003254921,0.0000451379,0.001000165,0.0003167368,0.0001357163,0.000238931,0.0279063],"study_design_scores_gemma":[0.0007651251,0.007542776,0.9874995,0.0001207379,0.0008065786,0.00009995352,0.0000685311,0.002182918,0.0003185274,0.0002630744,0.0003072711,0.00002498309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962244,0.002841476,0.0003050563,0.00009685331,0.00003452433,0.00002883378,0.000142286,0.000003256242,0.0003233065],"genre_scores_gemma":[0.9993331,0.000197814,0.0001612455,0.00004202426,0.00004179413,0.0000176452,0.0001471759,0.000001245327,0.00005791455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005202271,"threshold_uncertainty_score":0.02751255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04619886548586127,"score_gpt":0.3442105533049807,"score_spread":0.2980116878191194,"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."}}