{"id":"W4304889766","doi":"10.1016/j.ahj.2022.10.007","title":"Diagnostic discrimination of a novel high-sensitivity cardiac troponin I assay and derivation/validation of an assay-specific 0/1h-algorithm","year":2022,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"Idorsia Pharmaceuticals; Singulex; Schweizerische Herzstiftung; Universitätsspital Basel; Universität Basel; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Receiver operating characteristic; Troponin I; Myocardial infarction; Internal medicine; Algorithm; Troponin complex; Cardiology; Derivation; Troponin; Chest pain; Cohort; Nuclear medicine; Artery","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":[0.00971336,0.0005968289,0.0005530877,0.001018662,0.0001918604,0.001133546,0.0008379526,0.0007901385,0.0004957651],"category_scores_gemma":[0.01823966,0.0002209118,0.0004058629,0.0003031898,0.0005393375,0.0005771632,0.0008492788,0.0005739475,0.0002169156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005446398,"about_ca_system_score_gemma":0.0007352182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003566608,"about_ca_topic_score_gemma":0.0004350338,"domain_scores_codex":[0.994949,0.002873387,0.0004039654,0.0007491572,0.0008726344,0.0001518796],"domain_scores_gemma":[0.9908058,0.00436702,0.0021777,0.0006537789,0.001611046,0.0003846362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001385005,0.0003745503,0.9438974,0.0001175645,0.0002745642,0.0001332723,0.0001205238,0.00321417,0.00871564,0.0004051303,0.0004973915,0.04086474],"study_design_scores_gemma":[0.0006114598,0.003664152,0.8687552,0.00009022919,0.0003749392,0.00350977,0.0001538445,0.1032698,0.01590374,0.001432934,0.002158608,0.00007535093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979764,0.0008332429,0.0177067,0.0001845848,0.00004820931,0.0001957761,0.0001552727,0.00006321042,0.001048937],"genre_scores_gemma":[0.977572,0.0001102666,0.02161768,0.0001319497,0.00005845515,0.00008376732,0.0002810461,0.000007912545,0.0001368794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00971336,"threshold_uncertainty_score":0.05136979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046401086822565,"score_gpt":0.3224852800853008,"score_spread":0.2920212692170752,"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."}}