{"id":"W2057744357","doi":"10.1016/j.annemergmed.2014.07.337","title":"309 Operational Impact and Patient Outcomes Following Implementation of High-Sensitivity Troponin Testing in Three Urban Emergency Departments","year":2014,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Emergency department; Myocardial infarction; Triage; Troponin; Cutoff; Troponin T; Emergency medicine; Internal medicine; Cardiology","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":[0.002143444,0.0004759936,0.0004983371,0.001161455,0.002278771,0.002692459,0.001143959,0.001399907,0.002158325],"category_scores_gemma":[0.01066809,0.0005462195,0.0009914435,0.001836246,0.001912338,0.001863668,0.002577298,0.002607845,0.0003528252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006044975,"about_ca_system_score_gemma":0.00555262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05522629,"about_ca_topic_score_gemma":0.06492326,"domain_scores_codex":[0.9966074,0.0008688518,0.0002581878,0.0003158355,0.0004071157,0.001542576],"domain_scores_gemma":[0.9887095,0.002114569,0.003698039,0.0004592901,0.001640418,0.00337809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007599206,0.001249527,0.9935879,0.00001245295,0.0000627351,0.0003283723,0.001223134,0.0002476142,0.0001844367,0.00007367806,0.0002217481,0.002048387],"study_design_scores_gemma":[0.00003675525,0.00103752,0.9909676,0.00001087858,0.00002868773,0.00006553843,0.007159729,0.0003644952,0.0001148702,0.00006108265,0.0001267388,0.00002614201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995158,0.00001588375,0.00002391642,0.0001078066,0.000006459844,0.00001686779,0.00007456186,0.000001856295,0.0002369908],"genre_scores_gemma":[0.9996663,0.00001474231,0.00002486719,0.00005844897,0.000007835682,0.00001355833,0.0001386499,0.000001221646,0.00007437671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05522629,"threshold_uncertainty_score":0.1098097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066414557776943,"score_gpt":0.4417396262394536,"score_spread":0.3350981704617594,"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."}}