{"id":"W4396632310","doi":"10.1016/j.ijcha.2024.101419","title":"Detectable troponin below the 99th percentile predicts survival in patients undergoing coronary angiography","year":2024,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"National Heart, Lung, and Blood Institute; Emberi Eroforrások Minisztériuma; Hungarian Scientific Research Fund; National Institutes of Health; Semmelweis Egyetem; Universität Duisburg-Essen; Deutsche Forschungsgemeinschaft; European Commission","keywords":"Cardiology; Internal medicine; Medicine; Coronary angiography; Troponin I; Angiography; Troponin; Radiology; 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":[0.0007020771,0.0003039629,0.0003854544,0.0004443427,0.0002161461,0.0005502058,0.00025686,0.0005649522,0.001071303],"category_scores_gemma":[0.003413605,0.0002087698,0.0004408661,0.0004653159,0.0002258761,0.0003208487,0.0003765575,0.0008953316,0.0002363302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194494,"about_ca_system_score_gemma":0.0002136813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007796636,"about_ca_topic_score_gemma":0.0009827773,"domain_scores_codex":[0.9996648,0.0001146398,0.00003368417,0.00005715512,0.00005128362,0.00007841145],"domain_scores_gemma":[0.9978662,0.0007572597,0.000663383,0.0001661307,0.0001578136,0.0003891105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000239966,0.00002106669,0.9984231,0.000004208832,0.00002452791,0.00008057187,0.00001371675,0.00007171228,0.000146947,0.00001138209,0.00008015632,0.0008827401],"study_design_scores_gemma":[0.00001019829,0.0001252246,0.9984605,0.000007737745,0.0000434154,0.0003351383,0.00004448423,0.0007238964,0.00006965698,0.00006529759,0.0001093977,0.000004918997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991686,0.0003566954,0.00008423379,0.00005850322,0.00001100692,0.000002232756,0.00007810416,0.000003294111,0.00023733],"genre_scores_gemma":[0.9995615,0.0001264982,0.00004258657,0.00002002112,0.0000270458,0.000002249075,0.0001580544,0.000001237895,0.00006078207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001071303,"threshold_uncertainty_score":0.003713012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176490417022468,"score_gpt":0.2723688077670047,"score_spread":0.26060390359678,"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."}}