{"id":"W4382139295","doi":"10.22374/cjgim.v18i1.655","title":"Physician Practices in the Management of Myocardial Injury after Non-Cardiac Surgery: A Survey Study","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Asymptomatic; Statin; Troponin; Internal medicine; Troponin I; Intervention (counseling); Cardiology; Emergency medicine; Myocardial infarction; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001591009,0.00008829821,0.000168334,0.0006373971,0.0004517133,0.0005810027,0.0002403143,0.0005986802,0.002050324],"category_scores_gemma":[0.00596112,0.000211773,0.0002278427,0.001056106,0.0002924432,0.0007079867,0.0004276653,0.0004617524,0.0003698275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007921261,"about_ca_system_score_gemma":0.001035792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02288393,"about_ca_topic_score_gemma":0.03101396,"domain_scores_codex":[0.9984365,0.0004737184,0.0002752308,0.0001566678,0.0004177888,0.0002401961],"domain_scores_gemma":[0.9932713,0.00133998,0.003445976,0.0001124003,0.0008441677,0.0009862038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002060808,0.00006885882,0.9966259,0.00003198042,0.00001483526,0.00005142621,0.0009318587,0.00002253972,0.00006647695,0.00001204335,0.0003210123,0.001832489],"study_design_scores_gemma":[0.000005199004,0.0001271243,0.9954112,0.00003888402,0.000006604433,0.0002789187,0.003279234,0.0001305235,0.00002711021,0.000007242159,0.0006830287,0.00000494311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978115,0.0002762928,0.00006699678,0.0005312074,0.000007169553,0.00002449826,0.0003811965,0.000002883182,0.0008983325],"genre_scores_gemma":[0.9989352,0.0002997229,0.0001410157,0.0002492661,0.000009115209,0.00001722273,0.0001768153,0.000001487649,0.0001701691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02288393,"threshold_uncertainty_score":0.04550147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04386740943133496,"score_gpt":0.3332538852625763,"score_spread":0.2893864758312413,"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."}}