{"id":"W4386503271","doi":"10.1017/s1049023x23006337","title":"Sudden-Onset Disaster Mass-Casualty Incident Response: A Modified Delphi Study on Triage, Prehospital Life Support, and Processes","year":2023,"lang":"en","type":"review","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"European Commission","keywords":"Triage; Mass-casualty incident; Delphi method; Mass Casualty; Medical emergency; Advanced life support; Psychological intervention; Medicine; Delphi; Emergency medical services; Life support; Emergency response; Poison control; Suicide prevention; Emergency medicine; Nursing; Computer science; Intensive care medicine; Resuscitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003657036,0.001531574,0.003752541,0.0009251232,0.0007128865,0.0001300342,0.0007193152,0.0005721057,0.0003433134],"category_scores_gemma":[0.00355919,0.001017275,0.0002582526,0.0008970081,0.0004851971,0.0004157819,0.001476943,0.001406545,0.0006057813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177436,"about_ca_system_score_gemma":0.0007916842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001169627,"about_ca_topic_score_gemma":0.00009771909,"domain_scores_codex":[0.9897699,0.002682415,0.002878776,0.001938995,0.00134523,0.001384656],"domain_scores_gemma":[0.9921509,0.00400191,0.001233946,0.001320606,0.0002014411,0.001091199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01572239,0.003727189,0.004361488,0.1626672,0.004338651,0.002077998,0.4689294,0.000001328482,0.000001285575,0.0006511285,0.1140285,0.2234934],"study_design_scores_gemma":[0.01096868,0.01351898,0.007060878,0.04840351,0.004611931,0.00004102777,0.1707818,0.000008166886,8.242333e-8,0.0006078407,0.7417402,0.002256891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1766577,0.7922634,0.00008921281,0.001732317,0.002439304,0.01928881,0.0007750675,0.0006112215,0.006142909],"genre_scores_gemma":[0.06096694,0.8883006,0.00001904249,0.001869703,0.001445872,0.00627777,0.0005895694,0.0004537721,0.04007676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6277117,"threshold_uncertainty_score":0.9997433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2058199628902286,"score_gpt":0.4789629314324831,"score_spread":0.2731429685422545,"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."}}