{"id":"W2888328437","doi":"10.1177/0004563217743997","title":"High-sensitivity cardiac troponin concentrations at emergency department presentation in females and males with an acute cardiac outcome","year":2017,"lang":"en","type":"article","venue":"Annals of Clinical Biochemistry International Journal of Laboratory Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Emergency department; Myocardial infarction; Unstable angina; Internal medicine; Troponin complex; Cardiology; Troponin; Troponin I; Population; Receiver operating characteristic; Troponin T","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":[0.001038941,0.0002662508,0.0003371716,0.0007506222,0.0002469841,0.0004959201,0.0002688491,0.0003945679,0.002273151],"category_scores_gemma":[0.00428208,0.0001724112,0.0003304903,0.0003199522,0.000351207,0.0004523784,0.0004185528,0.0004602546,0.0003478087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701164,"about_ca_system_score_gemma":0.0001621529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006193343,"about_ca_topic_score_gemma":0.0008200391,"domain_scores_codex":[0.9990926,0.0002195786,0.0001004302,0.0002985186,0.0001667532,0.0001221779],"domain_scores_gemma":[0.9964631,0.0007946984,0.002029165,0.0001499176,0.0002259372,0.0003372679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000216066,0.00002248277,0.9980951,0.000008553021,0.00002440731,0.00004689491,0.00004325233,0.00001111524,0.0002016596,0.00002207763,0.00009654099,0.001211823],"study_design_scores_gemma":[0.00001617946,0.0001309896,0.9987296,0.000008536847,0.00001817254,0.0005780688,0.0001286147,0.00009130014,0.00008914087,0.00006519727,0.0001407492,0.0000034585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982684,0.0003801074,0.0001659552,0.0001131737,0.00001348208,0.0000122084,0.0003213727,0.000003489,0.0007218522],"genre_scores_gemma":[0.9992875,0.00008769659,0.00009860454,0.00007685037,0.00004389455,0.00001456199,0.0002913209,0.000002489781,0.00009715417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002273151,"threshold_uncertainty_score":0.00760442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315319893291861,"score_gpt":0.498663644717048,"score_spread":0.3671316553878619,"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."}}