{"id":"W4381386714","doi":"10.1017/s1049023x23001085","title":"Disaster Management Simulation–A Novel Virtual Exercise","year":2023,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Debriefing; Mass-casualty incident; Emergency management; Preparedness; Psychology; Medical education; Medical 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":[0.0006613838,0.0005798418,0.0002147233,0.0002635944,0.0004085143,0.0007585923,0.0007155355,0.0005230446,0.01143929],"category_scores_gemma":[0.001404577,0.0001354035,0.0003145009,0.0001454688,0.0003335124,0.0004339005,0.002176702,0.0006055875,0.00149241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001933451,"about_ca_system_score_gemma":0.0004353317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001854707,"about_ca_topic_score_gemma":0.0004163186,"domain_scores_codex":[0.9996586,0.0001515471,0.00001599897,0.00005751976,0.00005654429,0.00005992704],"domain_scores_gemma":[0.9994627,0.0001892184,0.00003373303,0.00005355081,0.00003433814,0.0002265369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004342735,0.03751459,0.02776423,0.001752708,0.0001629825,0.003102995,0.01848753,0.02997979,0.04638153,0.009455547,0.06982864,0.7512267],"study_design_scores_gemma":[0.003683125,0.03202001,0.08909161,0.001208975,0.000193769,0.009329177,0.01332808,0.06136899,0.02922068,0.02067068,0.7395635,0.0003213476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8715817,0.000308079,0.05122928,0.001671729,0.0005713184,0.00210071,0.0008435269,0.001498243,0.07019534],"genre_scores_gemma":[0.8928652,0.0004130685,0.07857013,0.0005990175,0.0002279122,0.002204361,0.00103497,0.00006809909,0.02401731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143929,"threshold_uncertainty_score":0.03826827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06134087974182668,"score_gpt":0.4056238235089606,"score_spread":0.344282943767134,"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."}}