{"id":"W3011254154","doi":"10.1017/dmp.2019.161","title":"An Active Shooter in Your Hospital: A Novel Method to Develop a Response Policy Using In Situ Simulation and Video Framework Analysis","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Situation awareness; Situational ethics; Protocol (science); Law enforcement; Computer science; Computer security; Applied psychology; Medical emergency; Psychology; Medicine; Engineering; Social psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002137567,0.0002558187,0.0008047466,0.001511861,0.0001054602,0.00004032307,0.00009865583,0.0001937434,0.00004082047],"category_scores_gemma":[0.003932193,0.0002343323,0.00003006914,0.005451767,0.00007241017,0.0003586469,0.00006071325,0.0003661342,0.000001037383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006473921,"about_ca_system_score_gemma":0.002736478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003386838,"about_ca_topic_score_gemma":0.0003183642,"domain_scores_codex":[0.9964808,0.0008812529,0.0009309024,0.0007587031,0.0003981717,0.0005501703],"domain_scores_gemma":[0.9960718,0.001400747,0.0002295579,0.0003771356,0.000522634,0.001398175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001195918,0.0001880872,0.2696999,0.0003204078,0.00006371656,0.000006259119,0.7134961,0.00446226,0.0001880458,0.00005229847,0.00001936539,0.01030767],"study_design_scores_gemma":[0.002296357,0.0008902322,0.6679154,0.0005499368,0.00007948634,0.00000780765,0.1959807,0.1314989,0.00000396349,0.00008261876,0.000427571,0.0002669969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7998599,0.0001124862,0.09571154,0.1031224,0.00006833635,0.001055159,0.00001849204,0.00004033824,0.00001128017],"genre_scores_gemma":[0.9514821,0.000006133147,0.01559859,0.03232241,0.0003758119,0.00007605096,0.000102996,0.00003269047,0.000003261437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5175154,"threshold_uncertainty_score":0.9555794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1851090496459163,"score_gpt":0.5102607597223264,"score_spread":0.3251517100764101,"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."}}