{"id":"W4406499107","doi":"10.1159/000543403","title":"High-Sensitivity Troponin I Measurement in a Large Contemporary Cohort: Implications for Clinical Care","year":2025,"lang":"en","type":"article","venue":"Cardiology","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ovarian Cancer Canada; University of British Columbia; York University; University of Toronto; St. Michael's Hospital; Royal Jubilee Hospital","funders":"","keywords":"Sensitivity (control systems); Cohort; Medicine; Internal medicine; Troponin; Cardiology; Intensive care medicine; Engineering; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002374734,0.000118465,0.0007769413,0.0001884583,0.00008153414,0.000006256464,0.00007053001,0.0002533967,0.000004870105],"category_scores_gemma":[0.001502716,0.0001100619,0.0003122576,0.0002299775,0.0001617685,0.00002447112,0.00008692851,0.0003555842,0.00001588007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003627079,"about_ca_system_score_gemma":0.0007177111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105048,"about_ca_topic_score_gemma":0.00003446656,"domain_scores_codex":[0.9980677,0.0006020996,0.0004506105,0.0004223014,0.0001331248,0.0003241324],"domain_scores_gemma":[0.9981998,0.000438204,0.00005097308,0.0004962271,0.0007116625,0.0001031221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003281629,0.00005665323,0.8850971,0.00004913606,0.000521041,0.00003428419,0.00002803451,0.000007871508,0.0009602444,0.004253638,0.1065194,0.002144415],"study_design_scores_gemma":[0.002901467,0.0001771241,0.8220093,0.00002447005,0.0000892921,0.00002012698,0.0001997923,0.00002303967,0.000112491,0.0001711427,0.1741992,0.00007261976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6363437,0.01206566,0.1328,0.1480443,0.004032624,0.01362874,0.001254665,0.00042385,0.05140656],"genre_scores_gemma":[0.994318,0.0001659148,0.0003266515,0.003986225,0.0003263839,0.0005310334,0.000194069,0.00001336307,0.0001383498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3579744,"threshold_uncertainty_score":0.4488196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156147043488554,"score_gpt":0.4310781745601233,"score_spread":0.315463470211268,"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."}}