{"id":"W2544974353","doi":"10.1017/cem.2016.386","title":"A pilot study examining the speed and accuracy of triage for simulated disaster patients in an emergency department setting: Comparison of a computerized version of Canadian Triage Acuity Scale (CTAS) and Simple Triage and Rapid Treatment (START) methods","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Triage; Medicine; Emergency department; Mass-casualty incident; Medical emergency; Population; Emergency medicine; Poison control; Nursing; Injury prevention","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":[],"consensus_categories":[],"category_scores_codex":[0.002965505,0.0002363433,0.0009675824,0.0008355754,0.0002351773,0.000002940037,0.0001925968,0.00005401497,0.0004813319],"category_scores_gemma":[0.001069576,0.000137678,0.00005526783,0.0003745675,0.0001090447,0.000168501,0.00004791576,0.000134151,1.943159e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641823,"about_ca_system_score_gemma":0.0004298222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0838912,"about_ca_topic_score_gemma":0.4485397,"domain_scores_codex":[0.9955502,0.00159912,0.001955185,0.0002474725,0.0002197681,0.0004283212],"domain_scores_gemma":[0.9964598,0.001052207,0.001190638,0.0003038044,0.0002895738,0.0007039303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004256231,0.0008010442,0.8466641,0.000371795,0.0004627308,0.00001371517,0.08119284,0.0000120348,0.00373752,0.00002016419,0.005025629,0.05744221],"study_design_scores_gemma":[0.04995839,0.03631507,0.8405729,0.001048493,0.0009053201,0.000001004152,0.0563307,0.0008174012,0.0001762937,0.0001719024,0.01338679,0.0003157285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948228,0.0005220739,0.0002405365,0.0005363074,0.0009273755,0.002645644,0.0001984348,0.00000232098,0.0001045096],"genre_scores_gemma":[0.9991438,0.0003895538,0.000205403,0.00003522173,0.00008140459,0.00001653616,0.0000238333,0.00001964039,0.00008465736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3646485,"threshold_uncertainty_score":0.9222093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3096090987639859,"score_gpt":0.4977717460103463,"score_spread":0.1881626472463604,"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."}}