{"id":"W3110589313","doi":"10.1093/clinchem/hvaa218","title":"Physicians Should Obtain Perioperative Cardiac Troponin Measurements in At-Risk Patients Undergoing Noncardiac Surgery","year":2020,"lang":"en","type":"review","venue":"Clinical Chemistry","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Roche Diagnostics; Abbott Diagnostics; Octapharma; Stryker; Siemens; Bayer; AstraZeneca; Boehringer Ingelheim","keywords":"Perioperative; Medicine; Troponin; Cardiology; Internal medicine; Surgery; Myocardial infarction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001334074,0.0006249219,0.002161616,0.00090579,0.0003514925,0.0009697395,0.0007383099,0.001975421,0.002778167],"category_scores_gemma":[0.006731936,0.0002555441,0.001114296,0.0008528169,0.0002513552,0.001410571,0.0004283848,0.002616232,0.0009714285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425314,"about_ca_system_score_gemma":0.002457216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056513,"about_ca_topic_score_gemma":0.008383231,"domain_scores_codex":[0.9991344,0.0002842007,0.0001922225,0.00009806149,0.0002374425,0.00005366915],"domain_scores_gemma":[0.9967362,0.001871357,0.0005001592,0.00004873108,0.0007028572,0.0001407823],"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":[0.0004259592,0.0003001079,0.01163484,0.029165,0.0008904597,0.0003791749,0.0001065462,0.0002292062,0.0009850176,0.001066931,0.05663773,0.8981789],"study_design_scores_gemma":[0.001081553,0.0008715045,0.1008013,0.130716,0.005614982,0.003031901,0.0009434113,0.0005963905,0.001544597,0.008473088,0.7461416,0.0001837831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001505348,0.9878398,0.0005486801,0.006134387,0.001229654,0.00004071859,0.0001888624,0.00002603562,0.002486398],"genre_scores_gemma":[0.01599323,0.9687508,0.002718948,0.00931023,0.001952765,0.00009692727,0.0003275293,0.000006867875,0.0008427278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003056513,"threshold_uncertainty_score":0.009293914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1450628358968451,"score_gpt":0.395597388934776,"score_spread":0.2505345530379309,"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."}}