{"id":"W2131282413","doi":"10.1017/cem.2017.365","title":"Revisions to the Canadian Emergency Department Triage and Acuity Scale (CTAS) Guidelines 2016","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":502,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg; University of Manitoba; McGill University; Jewish General Hospital; Alberta Health Services; London Health Sciences Centre; Horizon Health Network; Nova Scotia Health Authority; Memorial University of Newfoundland; University of Alberta Hospital","funders":"","keywords":"Triage; Medicine; Emergency department; Medical emergency; Scale (ratio); Emergency medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001587461,0.0003140525,0.000690199,0.000416348,0.002229034,0.00001817344,0.0006229921,0.0001141097,0.006518782],"category_scores_gemma":[0.005660921,0.0001869008,0.0002221719,0.0002721269,0.0002403086,0.0001744297,0.00005442036,0.0004130516,0.00004087565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223311,"about_ca_system_score_gemma":0.002037406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2994119,"about_ca_topic_score_gemma":0.9432144,"domain_scores_codex":[0.9971356,0.00007307052,0.001352674,0.0002932963,0.0004627069,0.0006826716],"domain_scores_gemma":[0.9938623,0.00002743346,0.000503255,0.0008479704,0.001695777,0.003063242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002734223,0.00000933972,0.04376624,0.00003698881,0.0001922246,0.0001552926,0.0008879266,0.000001713445,0.0001035467,0.0001451982,0.9476596,0.007014567],"study_design_scores_gemma":[0.0006935791,0.0005122161,0.126296,0.000561434,0.0004640996,0.00007720755,0.0006783213,0.000007760087,0.00002386685,0.0002570351,0.8702273,0.0002011347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1912125,0.101134,0.0001235832,0.6080781,0.03935336,0.001601174,0.0003324893,0.00001881919,0.05814591],"genre_scores_gemma":[0.9319502,0.04762965,0.0003253582,0.002667623,0.007639217,0.00002537927,0.00002361523,0.00005764873,0.009681369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7407376,"threshold_uncertainty_score":0.9990699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556133289758893,"score_gpt":0.417321942056127,"score_spread":0.2617086130802377,"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."}}