{"id":"W3017355210","doi":"10.1016/j.clinbiochem.2020.04.003","title":"Clinical evaluation of Ortho Clinical Diagnostics high-sensitivity cardiac Troponin I assay in patients with symptoms suggestive of acute coronary syndrome","year":2020,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Population Health Research Institute; McMaster University","funders":"Canadian Institutes of Health Research; Abbott Laboratories; Ortho Clinical Diagnostics; McMaster University; Roche; Beckman Coulter Foundation","keywords":"Medicine; Acute coronary syndrome; Cardiology; Internal medicine; Troponin; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005327439,0.0004783768,0.0006099959,0.0009445079,0.0005072015,0.0008762539,0.0002594732,0.0009421626,0.00111205],"category_scores_gemma":[0.003321399,0.0002311172,0.0003519233,0.000652666,0.000366261,0.0004191124,0.0002887633,0.0007378809,0.0002705919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914954,"about_ca_system_score_gemma":0.0005424594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221652,"about_ca_topic_score_gemma":0.002010759,"domain_scores_codex":[0.9995216,0.0001411667,0.0000817382,0.00005735063,0.0001193303,0.00007884215],"domain_scores_gemma":[0.9984986,0.0004957629,0.0003386973,0.00003425458,0.0002105885,0.0004222128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005508275,0.0001067799,0.9943385,0.00002491233,0.00002572025,0.001801048,0.00007448542,0.00004684002,0.001079741,0.00002456601,0.0001986513,0.001728072],"study_design_scores_gemma":[0.00003481494,0.0006922576,0.993175,0.00002934433,0.00006151132,0.004251843,0.0004341044,0.000540403,0.0003911837,0.0000660972,0.0003120198,0.00001136517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945676,0.001411356,0.0001927146,0.0002857428,0.00006229152,0.00003154635,0.0001347034,0.000007932063,0.003306067],"genre_scores_gemma":[0.9987986,0.0003551894,0.0001949341,0.0002235501,0.00007637683,0.00001358916,0.0001363463,0.000001856935,0.000199619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001221652,"threshold_uncertainty_score":0.003720164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318523313366394,"score_gpt":0.3878173358401523,"score_spread":0.3446321027064884,"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."}}