{"id":"W3026729830","doi":"10.2106/jbjs.20.00141","title":"Should All Orthopaedic Patients Undergo Postoperative Troponin Testing?","year":2020,"lang":"en","type":"letter","venue":"Journal of Bone and Joint Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Troponin; Guideline; Troponin T; Cohort; Internal medicine; Orthopedic surgery; Surgery; Myocardial infarction; Pathology","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":[0.007536591,0.001942045,0.00330006,0.001911709,0.002228892,0.003199322,0.006883853,0.0420229,0.01073423],"category_scores_gemma":[0.05081531,0.001439398,0.002116251,0.001671953,0.003569306,0.008528575,0.001539093,0.04711342,0.009445552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005532462,"about_ca_system_score_gemma":0.008741884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774841,"about_ca_topic_score_gemma":0.02638069,"domain_scores_codex":[0.992322,0.001501142,0.0013702,0.00113207,0.003243544,0.0004310955],"domain_scores_gemma":[0.9548572,0.01950613,0.00250147,0.001308411,0.01748221,0.004344489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003077452,0.00001002105,0.0001279848,0.0002771051,0.00001864893,0.0001063771,0.00002937505,0.00002291693,0.00003179874,0.0003111168,0.9929364,0.006097468],"study_design_scores_gemma":[0.0002426165,0.00009067298,0.001999557,0.006980811,0.0001159191,0.001236862,0.0004411663,0.0002396767,0.0002057293,0.003626294,0.9846931,0.0001277314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002091734,0.0112722,0.0001101642,0.824856,0.1615605,0.00002853286,0.0004092994,0.00008906401,0.001464957],"genre_scores_gemma":[0.001842716,0.008064271,0.0002324774,0.7398027,0.2480175,0.00005616753,0.0001698737,0.00004956398,0.001764853],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0420229,"threshold_uncertainty_score":0.04014099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07211938589374094,"score_gpt":0.2661443702652931,"score_spread":0.1940249843715522,"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."}}