{"id":"W4416500380","doi":"10.1302/1358-992x.2025.14.024","title":"EVALUATION OF THE EFFECTIVENESS OF THE CANADIAN CARDIOVASCULAR SOCIETY GUIDELINES IN MINIMIZING CARDIAC EVENTS AFTER TOTAL KNEE ARTHROPLASTY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Total knee arthroplasty; Arthroplasty; Joint arthroplasty; Troponin; Orthopedic surgery; Elective surgery; Mortality rate","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01626723,0.0004936069,0.0008717834,0.001824601,0.001618782,0.001689705,0.001305921,0.0009902394,0.001109],"category_scores_gemma":[0.09133486,0.0002685197,0.0008880068,0.00249709,0.0006052624,0.001003799,0.00104652,0.000865906,0.0001085991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290717,"about_ca_system_score_gemma":0.03254301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4228916,"about_ca_topic_score_gemma":0.6714358,"domain_scores_codex":[0.9851426,0.005651904,0.001483492,0.0005116218,0.006324007,0.000886301],"domain_scores_gemma":[0.9544904,0.01355294,0.008294894,0.0008424628,0.0177549,0.005064531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005186306,0.003098062,0.6919489,0.001698876,0.001038755,0.0001681845,0.002130111,0.003547487,0.0002353585,0.001020967,0.01131023,0.2786167],"study_design_scores_gemma":[0.0009428551,0.006647316,0.9738851,0.0006486281,0.001068633,0.00009436156,0.001847714,0.00596212,0.0002383411,0.0003427156,0.008207695,0.0001145923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639008,0.00660215,0.0006594445,0.004860744,0.000346651,0.001834265,0.001147873,0.0000498859,0.02059817],"genre_scores_gemma":[0.9941773,0.00160267,0.002514069,0.0004164373,0.0001044095,0.0003426862,0.0003602607,0.000005716594,0.0004764095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5771084,"threshold_uncertainty_score":0.8408601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147484616623043,"score_gpt":0.2701007042897175,"score_spread":0.2553522426274132,"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."}}