{"id":"W2884336391","doi":"10.1017/s1049023x18000559","title":"Comparison of Unmanned Aerial Vehicle Technology-Assisted Triage versus Standard Practice in Triaging Casualties by Paramedic Students in a Mass-Casualty Incident Scenario","year":2018,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Triage; Mass-casualty incident; Mass Casualty; Significant difference; Medicine; Medical emergency; Poison control; Emergency medical services; Disaster medicine; Emergency medicine; Aeronautics; Injury prevention; Suicide prevention; Engineering","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":[0.004298349,0.0004608184,0.0007975073,0.0005400055,0.0003997144,0.0006635633,0.0009889775,0.001019294,0.002979276],"category_scores_gemma":[0.01847597,0.0003938164,0.0008703923,0.0003576947,0.0007778825,0.0008740046,0.0006939592,0.00106892,0.0002807744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000988465,"about_ca_system_score_gemma":0.001573776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024281,"about_ca_topic_score_gemma":0.001789761,"domain_scores_codex":[0.9946005,0.003324124,0.0006760451,0.0004528594,0.0006423481,0.0003040312],"domain_scores_gemma":[0.9883772,0.006720018,0.002165114,0.0005711023,0.0007822703,0.001384372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6731691,0.1104354,0.02241363,0.002100642,0.001134021,0.0001106093,0.002502976,0.00209099,0.005840425,0.0003280346,0.0006009576,0.1792733],"study_design_scores_gemma":[0.04881291,0.9048798,0.04117605,0.0001269328,0.0003356183,0.00004353684,0.0006655151,0.001821939,0.001364493,0.0001358468,0.0006000866,0.00003722117],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981976,0.000200809,0.0002136508,0.0000392933,0.00005327508,0.0009251105,0.00002270383,0.000007134009,0.0003403882],"genre_scores_gemma":[0.9958494,0.000305093,0.001441086,0.00005295476,0.00005994624,0.001963043,0.00005228873,0.000002626249,0.0002734753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004298349,"threshold_uncertainty_score":0.02273208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05864810531147763,"score_gpt":0.477935133531646,"score_spread":0.4192870282201684,"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."}}