{"id":"W2166302350","doi":"10.9778/cmajo.20130074","title":"Performance of the high-sensitivity troponin assay in diagnosing acute myocardial infarction: systematic review and meta-analysis","year":2014,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Population Health Research Institute; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Myocardial infarction; Meta-analysis; Internal medicine; Cardiology; Medicine; Troponin; Sensitivity (control systems); Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004604395,0.0001652125,0.002351178,0.0001658545,0.0001071141,0.00005367167,0.000233749,0.00007203101,0.0001383561],"category_scores_gemma":[0.0008868841,0.00009628487,0.0005201882,0.001069437,0.0001427515,0.0002107887,0.0004160518,0.0002859978,0.00001901053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008128439,"about_ca_system_score_gemma":0.00006515803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282905,"about_ca_topic_score_gemma":0.00007369157,"domain_scores_codex":[0.9969262,0.001529002,0.0005622191,0.000295369,0.0004804219,0.0002067454],"domain_scores_gemma":[0.9981558,0.0004746476,0.0002451353,0.0008298373,0.0002035773,0.00009103151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000474161,0.0004998397,0.1838482,0.1392257,0.6542746,0.00006400373,0.0008929524,0.0005315649,0.002610765,0.001512703,0.01533788,0.0007276474],"study_design_scores_gemma":[0.00109601,0.0002323094,0.2016995,0.002177912,0.7900943,0.0001321193,0.00005035028,0.002311266,0.001160367,0.00002015973,0.0007299315,0.0002957902],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6923023,0.0265824,0.001622997,0.2232012,0.0006583133,0.03521986,0.0002426794,0.0001399443,0.0200303],"genre_scores_gemma":[0.9916892,0.001300182,0.0002304679,0.00581542,0.00003429768,0.0002898389,0.0000112905,0.00001517135,0.0006141422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2993869,"threshold_uncertainty_score":0.3926383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04269270520635159,"score_gpt":0.3362445380257499,"score_spread":0.2935518328193983,"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."}}