{"id":"W2783247357","doi":"10.1111/anae.14138","title":"Cardiovascular complications after non‐cardiac surgery","year":2018,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Cardiac surgery; Myocardial infarction; Cardiology; Internal medicine; Atrial fibrillation; Troponin; Heart failure; Asymptomatic","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":[0.0004033243,0.0005361113,0.0008606349,0.00147769,0.0002814139,0.0008238696,0.0004319306,0.0006201244,0.003221881],"category_scores_gemma":[0.001993821,0.0001204932,0.0008596949,0.001347086,0.0002904387,0.0005550722,0.0004220615,0.001053099,0.000478453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003516403,"about_ca_system_score_gemma":0.001378337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001966131,"about_ca_topic_score_gemma":0.002763308,"domain_scores_codex":[0.9994967,0.00009672478,0.000118542,0.00006557334,0.0001878628,0.00003453093],"domain_scores_gemma":[0.9991544,0.0004616818,0.0002103434,0.00001617002,0.0001240883,0.00003324879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008335687,0.00006045292,0.003788663,0.07717527,0.0007199912,0.0007137392,0.000273495,0.0003313706,0.0004733572,0.002041481,0.03368115,0.8806577],"study_design_scores_gemma":[0.00003740127,0.00021215,0.0248599,0.09746402,0.001534122,0.0129765,0.0004916356,0.0001618414,0.0004646612,0.004161486,0.8575866,0.00004970131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002958286,0.9984508,0.00004989856,0.0002365543,0.0001467797,0.000005581809,0.00003187228,0.000003334144,0.0007793762],"genre_scores_gemma":[0.002561683,0.9967697,0.00005728689,0.000179789,0.0001774346,0.00000480832,0.00003646022,8.589199e-7,0.0002121691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003221881,"threshold_uncertainty_score":0.01077825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04190375494479743,"score_gpt":0.3049221160053226,"score_spread":0.2630183610605252,"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."}}