{"id":"W2802021139","doi":"10.1017/s1049023x1800033x","title":"Comparison of Electronic Versus Manual Mass-Casualty Incident Triage","year":2018,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Triage; Mass-casualty incident; Medical emergency; Medicine; Observational study; Health care; Disaster medicine; Emergency medicine; Poison control; Human factors and ergonomics","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":[0.005022029,0.000361492,0.0004005326,0.0007102357,0.0002254701,0.000581152,0.0006938067,0.0004285161,0.003415528],"category_scores_gemma":[0.03210927,0.0002404456,0.0004127027,0.0005832048,0.0004927151,0.0006323062,0.0006700098,0.0004427603,0.0002859609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006743444,"about_ca_system_score_gemma":0.0008220518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002273796,"about_ca_topic_score_gemma":0.002867849,"domain_scores_codex":[0.994064,0.002955518,0.0007020847,0.0004446405,0.001598749,0.0002350358],"domain_scores_gemma":[0.9722583,0.01860235,0.005550445,0.000959642,0.00172863,0.0009005198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1053982,0.01545466,0.5819022,0.001553214,0.000945923,0.0001976806,0.003303997,0.004601561,0.006044195,0.0003136485,0.001411573,0.2788731],"study_design_scores_gemma":[0.006636987,0.1557006,0.8211284,0.0002437872,0.0004486024,0.0003340055,0.001748275,0.008443682,0.003476052,0.0001927429,0.001565641,0.00008129003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976433,0.0001527184,0.0007713119,0.00004776761,0.00003465652,0.0004509585,0.0001217921,0.000015912,0.0007616137],"genre_scores_gemma":[0.9968419,0.0001807505,0.00200542,0.0000589901,0.00004973826,0.0003641515,0.0002078449,0.000004182711,0.0002870341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005022029,"threshold_uncertainty_score":0.02655935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0849218504190061,"score_gpt":0.4876343104667956,"score_spread":0.4027124600477895,"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."}}