{"id":"W4406385452","doi":"10.1007/978-3-031-67951-3_52","title":"Rapid Response Teams in Mass Casualty Incidents","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Mass Casualty; Mass-casualty incident; Medical emergency; Psychology; Aeronautics; Engineering; Medicine; Suicide prevention; Poison control","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002182885,0.0004309445,0.0005491682,0.0008371464,0.0001491662,0.00002709949,0.0003638745,0.0006169962,0.01788885],"category_scores_gemma":[0.00009580865,0.0003653869,0.0001635236,0.00007564498,0.00005036919,0.00008834466,0.0006458791,0.001433819,0.03004817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007120288,"about_ca_system_score_gemma":0.0004633126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002066278,"about_ca_topic_score_gemma":0.0009351047,"domain_scores_codex":[0.9969873,0.000349377,0.0009339734,0.0006419463,0.0004899168,0.0005975188],"domain_scores_gemma":[0.9982504,0.0005571317,0.0001867105,0.0007738142,0.00005884501,0.0001730444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004772095,0.00005391048,0.000106404,0.001471752,0.0002838015,0.002202665,0.01050468,0.000001336738,0.00006280076,0.4839428,0.4852822,0.01131552],"study_design_scores_gemma":[0.0005836118,0.00009601928,0.0001513017,0.001653861,0.00005852369,0.000001673363,0.002554714,0.00001013249,0.000001069377,0.03014141,0.9643921,0.0003556083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001732874,0.0006919372,0.00004309132,0.001412885,0.00173379,0.001672499,0.00005799194,0.0002392045,0.9924157],"genre_scores_gemma":[0.003253765,0.0003747925,0.00008142099,0.003303971,0.0002355874,0.0001943926,0.00004448753,0.0001413191,0.9923702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4791099,"threshold_uncertainty_score":0.9998798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07015700250213197,"score_gpt":0.4090447732491563,"score_spread":0.3388877707470243,"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."}}