{"id":"W3005088758","doi":"10.1111/acem.13933","title":"Hot Off the Press: Troponin Testing and Coronary Syndrome in Geriatric Patients With Nonspecific Complaints: Are We Overtesting?","year":2020,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary; University of Toronto","funders":"","keywords":"Medicine; Emergency department; Troponin; Chest pain; Acute coronary syndrome; Population; Disease; False positive paradox; Internal medicine; Pediatrics; Intensive care medicine; Myocardial infarction; Psychiatry","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":[0.001651612,0.0004085713,0.0005779268,0.002078397,0.0003834371,0.00131906,0.0006012305,0.001891942,0.003598704],"category_scores_gemma":[0.01221849,0.000298606,0.0002672985,0.001858902,0.0007030134,0.002240438,0.0003758855,0.000899506,0.0008912801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039122,"about_ca_system_score_gemma":0.0005470336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972037,"about_ca_topic_score_gemma":0.002443432,"domain_scores_codex":[0.9986814,0.0005630252,0.0001829867,0.0001091515,0.0003654111,0.00009811831],"domain_scores_gemma":[0.9941821,0.002146007,0.001677861,0.0001475326,0.001196661,0.0006498649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000410479,0.0002545637,0.9247736,0.0002656808,0.00007927571,0.003619189,0.0003446396,0.0000568513,0.0003523199,0.0001518041,0.02362086,0.04607084],"study_design_scores_gemma":[0.000111155,0.0007695482,0.9612849,0.0009614479,0.0001577694,0.02297891,0.00142856,0.0006679011,0.0002661807,0.0003905866,0.01094262,0.00004047451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8180399,0.08744168,0.001121868,0.0708008,0.004885847,0.0001709542,0.0006786294,0.0001174975,0.01674291],"genre_scores_gemma":[0.9445932,0.02462775,0.001158393,0.01258869,0.01469055,0.00005991677,0.0002815871,0.00002001734,0.001979877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003598704,"threshold_uncertainty_score":0.01203883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0599065107573473,"score_gpt":0.2919955926526417,"score_spread":0.2320890818952944,"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."}}