{"id":"W2467813542","doi":"","title":"Emergency Triage System : The Development and Evolution of CTAS: Canadian Triage and Acuity Scale","year":2013,"lang":"en","type":"article","venue":"대한응급의학회 학술대회초록집","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Triage; Scale (ratio); Medical emergency; Medicine; Geography; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00747685,0.0007410043,0.0005833733,0.005706719,0.001545561,0.001532433,0.002162686,0.0005531787,0.003207667],"category_scores_gemma":[0.02283159,0.0004645953,0.0009009187,0.008177373,0.0009613031,0.001412289,0.001821036,0.002318504,0.0005517246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04288109,"about_ca_system_score_gemma":0.1106278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9551869,"about_ca_topic_score_gemma":0.9686494,"domain_scores_codex":[0.9957339,0.0004567494,0.0004121412,0.0003503749,0.002669283,0.0003774874],"domain_scores_gemma":[0.9538743,0.001699827,0.001803784,0.00043541,0.04003282,0.00215377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004596012,0.0003709002,0.4190147,0.0008417437,0.0001968843,0.0001169976,0.001144597,0.002980219,0.0009860508,0.008367778,0.2005438,0.3649768],"study_design_scores_gemma":[0.0001126909,0.0001673344,0.8471454,0.0008677866,0.0001341038,0.0002387448,0.0009602998,0.00454183,0.001163977,0.001009924,0.1435091,0.0001487005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.502592,0.04657199,0.04625374,0.09503753,0.004751765,0.01011433,0.1408104,0.002655692,0.1512126],"genre_scores_gemma":[0.7057849,0.03447323,0.1457938,0.01003606,0.00090034,0.004394555,0.07257858,0.0008247994,0.02521382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0448131,"threshold_uncertainty_score":0.3111256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145113765321563,"score_gpt":0.2418417406475007,"score_spread":0.2273303641153444,"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."}}