{"id":"W4399258799","doi":"10.1016/j.arth.2024.05.077","title":"Evaluation of the Effectiveness of Canadian Cardiovascular Society Guidelines in Minimizing Cardiac Events After Total Hip Arthroplasty","year":2024,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Total hip arthroplasty; Medicine; Arthroplasty; Hip arthroplasty; Physical therapy; Surgery","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":[0.01909889,0.0006199743,0.001394255,0.00221479,0.002722638,0.002465344,0.00188676,0.001981668,0.00235162],"category_scores_gemma":[0.1251848,0.0004283842,0.001645768,0.002559043,0.0009633587,0.001694814,0.001290207,0.002000355,0.0001345615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02321648,"about_ca_system_score_gemma":0.06709678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5444154,"about_ca_topic_score_gemma":0.781106,"domain_scores_codex":[0.9787966,0.007735064,0.002589777,0.0009443397,0.008524734,0.001409472],"domain_scores_gemma":[0.925866,0.02792092,0.009933101,0.001217754,0.02911866,0.00594357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01883584,0.008789937,0.4360414,0.005969429,0.004291041,0.0002992094,0.003551229,0.007307936,0.0003707531,0.003813445,0.03634196,0.4743879],"study_design_scores_gemma":[0.009438113,0.01641912,0.8930277,0.008253533,0.009650493,0.0003806562,0.004926501,0.01551585,0.0009938385,0.002060494,0.03891107,0.0004226838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763693,0.03425638,0.001401518,0.03014075,0.001423586,0.003046366,0.002937822,0.0001286051,0.05029568],"genre_scores_gemma":[0.9871786,0.004152171,0.004974631,0.001917236,0.0002152337,0.0004229305,0.0004839765,0.00001086382,0.0006443704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4555846,"threshold_uncertainty_score":0.9165354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568849493334574,"score_gpt":0.285077128927023,"score_spread":0.2593886339936773,"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."}}