{"id":"W2884353789","doi":"10.1017/cem.2018.419","title":"Emergency medicine definitions, CAEP, and the journey to excellence","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Excellence; Medicine; Content (measure theory); Action (physics); World Wide Web; Computer science; Law","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":[0.02504076,0.0004896244,0.0005569002,0.004213627,0.005647657,0.01426932,0.002779093,0.003556652,0.00570857],"category_scores_gemma":[0.09854879,0.0004735141,0.0005642285,0.00319254,0.01774348,0.01656978,0.01512333,0.01323479,0.0005479287],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02125335,"about_ca_system_score_gemma":0.05394851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04236407,"about_ca_topic_score_gemma":0.0552258,"domain_scores_codex":[0.9797348,0.01124918,0.002070737,0.0008730268,0.004000865,0.002071385],"domain_scores_gemma":[0.9399989,0.02198941,0.006350637,0.002056378,0.01624944,0.01335522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005172325,0.000283398,0.02476325,0.0006630952,0.00003173797,0.0008965998,0.0316497,0.0009073945,0.0001305576,0.7567592,0.0857466,0.09811686],"study_design_scores_gemma":[0.00004589903,0.0001056518,0.03097837,0.00417612,0.00002386016,0.002971611,0.08488802,0.001317702,0.0003341858,0.6014959,0.2734792,0.0001835147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05175966,0.03553965,0.015607,0.7699379,0.003620261,0.0001868872,0.0002935954,0.0001078742,0.1229471],"genre_scores_gemma":[0.8906496,0.02844426,0.02862685,0.04111115,0.002017807,0.000355668,0.000505444,0.0001189144,0.008170339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9787467,"threshold_uncertainty_score":0.1542046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1745583172956081,"score_gpt":0.3997194678715744,"score_spread":0.2251611505759663,"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."}}