{"id":"W4214923273","doi":"10.1007/s12630-022-02220-5","title":"Myocardial injury after noncardiac surgery","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Impact; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Anesthesia","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":[0.0009837577,0.0003833674,0.0006712158,0.0008832041,0.004815286,0.0022596,0.0008448018,0.01673299,0.008085786],"category_scores_gemma":[0.009575973,0.0003031621,0.0006734784,0.001129333,0.001260304,0.001059341,0.0008549776,0.01035082,0.002199954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005484448,"about_ca_system_score_gemma":0.005463981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02680245,"about_ca_topic_score_gemma":0.07255406,"domain_scores_codex":[0.9987395,0.0002297897,0.0001656812,0.00008852315,0.0002725208,0.0005039279],"domain_scores_gemma":[0.99652,0.0008808102,0.000400431,0.00009788534,0.0006997689,0.001401019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002905562,0.0005496824,0.07874039,0.0002171961,0.00009779791,0.1765883,0.001097786,0.000192683,0.0005989962,0.005401001,0.7016122,0.03461341],"study_design_scores_gemma":[0.0007959929,0.0009655412,0.2385339,0.003220135,0.0003267158,0.2739791,0.01208198,0.002089756,0.0008857752,0.02445967,0.4423968,0.0002648377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02788079,0.003786307,0.0001581789,0.8921501,0.01559656,0.00005230039,0.0001684053,0.00003330127,0.06017406],"genre_scores_gemma":[0.2129204,0.006192573,0.0003424427,0.6669982,0.08439667,0.00006535497,0.0002400482,0.00003270921,0.02881167],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02680245,"threshold_uncertainty_score":0.05329287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197250511314347,"score_gpt":0.2218046900757578,"score_spread":0.2098321849626143,"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."}}