{"id":"W2464871944","doi":"10.1017/cem.2016.175","title":"MP034: What is the diagnostic accuracy of Canadian emergency physicians and cardiologists interpreting potential acute ST-elevation myocardial infarction (STEMI) electrocardiograms?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Chest pain; Myocardial infarction; Emergency department; Emergency medicine; Cardiology; Internal medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01327425,0.0009481867,0.00120222,0.003504612,0.001983977,0.004225454,0.005153522,0.004555684,0.005926433],"category_scores_gemma":[0.1117854,0.0007819646,0.001565166,0.004041802,0.001740303,0.002780883,0.001215844,0.002251358,0.001836651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101715,"about_ca_system_score_gemma":0.01799942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5610845,"about_ca_topic_score_gemma":0.6250402,"domain_scores_codex":[0.9894872,0.001982809,0.001193798,0.001016486,0.005071892,0.001247876],"domain_scores_gemma":[0.9281592,0.02440779,0.00679202,0.001817446,0.03568672,0.003136834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000905091,0.000102968,0.9182678,0.0004886601,0.0006495169,0.0004577466,0.0006296901,0.0003948443,0.0002220986,0.0006300304,0.02421724,0.05303421],"study_design_scores_gemma":[0.0002165573,0.0002255398,0.9613128,0.001400802,0.001764685,0.001965755,0.002351661,0.005331817,0.0006570063,0.001222402,0.02339596,0.0001549171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7898467,0.0359957,0.002109726,0.07979378,0.00211944,0.0002923308,0.01414954,0.0002807625,0.07541206],"genre_scores_gemma":[0.9773087,0.006593191,0.003230572,0.00466104,0.001451896,0.00007243469,0.004969465,0.00006688925,0.001645891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4389155,"threshold_uncertainty_score":0.8830007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797722652090096,"score_gpt":0.3294665450437583,"score_spread":0.2914893185228573,"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."}}