{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001090599,0.0007075328,0.007608937,0.0004010492,0.0001116658,0.00005906486,0.0002226113,0.0006021389,0.0001276149],"category_scores_gemma":[0.0001238962,0.0005305674,0.0148022,0.0006533485,0.0002330746,0.00006699473,0.00005969452,0.0004122893,0.002891827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001484077,"about_ca_system_score_gemma":0.000516722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003888897,"about_ca_topic_score_gemma":7.924693e-7,"domain_scores_codex":[0.9965808,0.0004458818,0.0008912701,0.0008328275,0.0006689383,0.0005803028],"domain_scores_gemma":[0.9964929,0.000612297,0.0001997926,0.00212244,0.0001623496,0.0004102423],"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":[0.00001494182,0.00006999888,0.001329403,0.00634657,0.003022985,0.0008080908,0.00002008303,3.129857e-8,9.788399e-9,0.0001588399,0.0106377,0.9775913],"study_design_scores_gemma":[0.00008154544,0.00004144283,0.004606816,0.00548315,0.008323744,0.0004454827,0.000004741006,3.906064e-7,1.899903e-7,0.000003724264,0.9804786,0.0005301783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003296762,0.984901,0.0000316205,0.0001965992,0.0002569719,0.001332222,0.00002800308,0.0001432336,0.01307737],"genre_scores_gemma":[0.00005270975,0.9948617,0.0002356299,0.0004743474,0.0009636607,0.0007046412,0.0003429902,0.0001631356,0.002201249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9770612,"threshold_uncertainty_score":0.9997146,"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."}}