{"id":"W4205475647","doi":"10.1007/s43678-021-00251-3","title":"Two troponins, one troponin, none… the dawn of troponin-less decision aids","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Institute for Health and Care Research","keywords":"Troponin; Troponin I; Cardiology; Internal medicine; Medicine; Myocardial infarction","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":[0.006707618,0.0006081368,0.0006313719,0.001287542,0.005270368,0.005621393,0.00138745,0.03471455,0.02212543],"category_scores_gemma":[0.03602003,0.0006804448,0.0009664168,0.0008255576,0.005138504,0.004798365,0.001981749,0.03757276,0.006700314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007395425,"about_ca_system_score_gemma":0.01484256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03442029,"about_ca_topic_score_gemma":0.09271917,"domain_scores_codex":[0.9927817,0.001630264,0.0006578408,0.000736471,0.003107058,0.001086808],"domain_scores_gemma":[0.97214,0.01135181,0.001063866,0.0005789595,0.007120916,0.007744483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003291032,0.00002540371,0.0009126563,0.0000247692,0.000004091439,0.00094734,0.0001223276,0.0000310183,0.0001383677,0.005684908,0.9760478,0.01602842],"study_design_scores_gemma":[0.0000751792,0.00004014607,0.001612137,0.0003013372,0.0000103551,0.002219311,0.0005916557,0.000319519,0.0001139162,0.009418535,0.9852592,0.00003879345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004864948,0.0006753229,0.0002252762,0.9750357,0.01168602,0.00001350144,0.00004236837,0.00002831595,0.01180706],"genre_scores_gemma":[0.006751983,0.001012558,0.0009341364,0.9341895,0.02991184,0.00003016105,0.00005510513,0.00004368638,0.02707107],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03471455,"threshold_uncertainty_score":0.07401693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3639826366875924,"score_gpt":0.4734100376830886,"score_spread":0.1094274009954962,"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."}}