{"id":"W2398300733","doi":"10.1111/imj.13133","title":"Cardiac assessment prior to non‐cardiac surgery","year":2016,"lang":"en","type":"article","venue":"Internal Medicine Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac surgery; Cohort; Aspirin; Risk assessment; Internal medicine; Cardiology; Canadian Cardiovascular Society; Framingham Risk Score; Cohort study; Surgery; Disease; Angina; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008895111,0.0001703035,0.0002530309,0.0009368717,0.0004303007,0.0005871049,0.0003838328,0.0003906236,0.003454],"category_scores_gemma":[0.007286752,0.0001752949,0.0002180659,0.0008513851,0.0003816831,0.0005376303,0.0006049792,0.0008306468,0.0005021749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457469,"about_ca_system_score_gemma":0.0009705279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003792239,"about_ca_topic_score_gemma":0.00669744,"domain_scores_codex":[0.9987223,0.0003280435,0.0002674634,0.0001773571,0.0003128571,0.0001919214],"domain_scores_gemma":[0.9885373,0.002061535,0.006615438,0.0003215791,0.0007509826,0.001713103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005736559,0.0000370367,0.9938599,0.00005496366,0.00001147038,0.0002597071,0.0002282611,0.00003321643,0.0002741273,0.00002030309,0.000309379,0.004854169],"study_design_scores_gemma":[0.000003765378,0.0001903486,0.9964823,0.0001062444,0.000008727614,0.001626096,0.000606396,0.00009412915,0.0001520431,0.00004657509,0.0006757682,0.000007558907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.995657,0.000827389,0.0002556572,0.0007341201,0.00002892841,0.00003742878,0.0003219554,0.00001118658,0.002126283],"genre_scores_gemma":[0.9984003,0.0005866667,0.00029551,0.0002066481,0.00004577513,0.00001412453,0.000198674,0.000003258195,0.0002490352],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003792239,"threshold_uncertainty_score":0.01155478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827663907687853,"score_gpt":0.32412252535061,"score_spread":0.3058458862737314,"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."}}