{"id":"W2047590886","doi":"10.1016/j.clinbiochem.2012.10.003","title":"Predicting myocardial infarction and other serious cardiac outcomes using high-sensitivity cardiac troponin T in a high-risk stable population","year":2012,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Population Health Research Institute; Hamilton Health Sciences","funders":"Canadian Institutes of Health Research; Ontario Ministry of Research and Innovation; Roche","keywords":"Medicine; Internal medicine; Myocardial infarction; Cardiology; Hazard ratio; Receiver operating characteristic; Population; Heart failure; Proportional hazards model; Troponin complex; Troponin; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030553,0.0002991448,0.001022691,0.0001176274,0.0001649988,0.00004553246,0.00005806164,0.0005845157,0.00002843529],"category_scores_gemma":[0.002058063,0.0002829348,0.0003621149,0.0003225961,0.0002417039,0.0002049463,0.000183661,0.001013476,0.00001762104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613497,"about_ca_system_score_gemma":0.0001248638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007359227,"about_ca_topic_score_gemma":0.0000101102,"domain_scores_codex":[0.9967511,0.0006466526,0.0008261466,0.0005873265,0.0005267973,0.000661962],"domain_scores_gemma":[0.9978995,0.0006795611,0.0002615242,0.000554467,0.0001311152,0.0004738498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002640256,0.0001472005,0.9830655,0.00005460566,0.0004201208,0.000006133751,0.00004837045,0.00002922298,0.01279663,0.00001028673,0.0004268343,0.002731059],"study_design_scores_gemma":[0.001469225,0.00009177758,0.9917886,0.00005986756,0.0003412972,0.00001711799,0.0001520664,0.0004487881,0.003849696,0.00001959994,0.00149565,0.0002663095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966655,0.0003697384,0.00005575738,0.000643889,0.001187267,0.000552061,0.0002159384,0.0001091824,0.0002006409],"genre_scores_gemma":[0.9957262,0.0001652209,0.001111545,0.0005468934,0.002088266,0.00002708958,0.0001193187,0.00005700254,0.0001584195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00894693,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0339714129562607,"score_gpt":0.3589355350104584,"score_spread":0.3249641220541977,"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."}}