{"id":"W2583142149","doi":"10.1373/jalm.2016.022491","title":"Stressing the Utility of High-Sensitivity Cardiac Troponin Testing in Patients with Possible Cardiac Ischemia","year":2017,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cardiology; Troponin; Myocardial infarction; Medicine; Internal medicine; Cardiac marker; Stress testing (software); Ischemia; Cardiac ischemia; Troponin T; Sensitivity (control systems); Myocardial ischemia; Computer science; Engineering","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":[0.0069502,0.0005087017,0.0008465573,0.0007382418,0.0007358697,0.002611265,0.001105882,0.003994141,0.002296092],"category_scores_gemma":[0.02971009,0.000216921,0.0004766383,0.0004383856,0.002381394,0.003642135,0.0008254821,0.00462876,0.00147446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005511724,"about_ca_system_score_gemma":0.0007273039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130692,"about_ca_topic_score_gemma":0.001734071,"domain_scores_codex":[0.9971089,0.001747914,0.000324945,0.0001846832,0.0004542429,0.0001792755],"domain_scores_gemma":[0.9849873,0.009756945,0.001077619,0.000726436,0.002384823,0.001066819],"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":[0.003775427,0.0003667083,0.3408297,0.001732762,0.000412306,0.04328703,0.005326268,0.001408483,0.0129807,0.01146344,0.1195276,0.4588896],"study_design_scores_gemma":[0.0005932479,0.005572642,0.2426079,0.0112037,0.0009129115,0.1724148,0.02308071,0.012951,0.01527193,0.1411105,0.3736867,0.0005940224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2289307,0.09073349,0.01838369,0.6096179,0.01688403,0.0001719092,0.0002796734,0.00022542,0.03477318],"genre_scores_gemma":[0.8670071,0.02315422,0.01039382,0.06667154,0.03050902,0.0000572862,0.00009570186,0.00005016803,0.002061075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0069502,"threshold_uncertainty_score":0.03675663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103196804064531,"score_gpt":0.2885484415321969,"score_spread":0.2675164734915516,"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."}}