{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04976702,0.0008217096,0.001703191,0.004879958,0.001788024,0.002482072,0.0009295921,0.001375873,0.001796765],"category_scores_gemma":[0.05019924,0.0006686004,0.001477772,0.006102714,0.001633253,0.003134727,0.003414219,0.00134137,0.0002600201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005229608,"about_ca_system_score_gemma":0.01616184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006835845,"about_ca_topic_score_gemma":0.01616784,"domain_scores_codex":[0.9610929,0.03045243,0.004072248,0.0009009764,0.002483038,0.0009985098],"domain_scores_gemma":[0.9662535,0.02711362,0.001326504,0.0004876143,0.004591947,0.000226824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004098538,0.0002265262,0.00425398,0.3161043,0.001385302,0.0008229967,0.1900865,0.0008815548,0.002779303,0.01800491,0.005751756,0.459293],"study_design_scores_gemma":[0.0003792701,0.001729752,0.02077018,0.3990755,0.003754593,0.001332661,0.3885752,0.001047089,0.002841251,0.009656741,0.1705896,0.000248175],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1932312,0.7055674,0.02658956,0.01261839,0.0009396543,0.03264154,0.0008287574,0.00004433652,0.02753925],"genre_scores_gemma":[0.4680847,0.4469241,0.03790437,0.005237584,0.0001095902,0.03871635,0.0005262397,0.00002926362,0.002467853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04976702,"threshold_uncertainty_score":0.2631963,"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."}}