{"id":"W1808945977","doi":"10.1186/cc3916","title":"Using simulation for training and to change protocol during the outbreak of severe acute respiratory syndrome","year":2005,"lang":"en","type":"article","venue":"Critical Care","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"McKnight Foundation","keywords":"Medicine; Debriefing; Protocol (science); Medical emergency; Advanced cardiac life support; Simulation training; Health care; Personal protective equipment; Teamwork; Intensive care medicine; Emergency medicine; Infectious disease (medical specialty); Resuscitation; Coronavirus disease 2019 (COVID-19); Simulation; Disease; Medical education; Cardiopulmonary resuscitation; Internal medicine; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001338493,0.00009269481,0.0001736283,0.00008315372,0.0001644594,0.00001341304,0.00004106018,0.00007936038,0.00003754847],"category_scores_gemma":[0.0004140651,0.00007676239,0.00004354174,0.0001260317,0.00006017152,0.00009757145,0.00001979047,0.00009701874,0.000001548846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723994,"about_ca_system_score_gemma":0.0001398022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009215761,"about_ca_topic_score_gemma":0.000004171417,"domain_scores_codex":[0.9991218,0.00003841231,0.0002730561,0.0001904134,0.0001773846,0.0001989134],"domain_scores_gemma":[0.9985651,0.0004880685,0.00003536593,0.0001959713,0.0005619444,0.0001534838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003891025,0.0004128883,0.5586565,0.03629776,0.0002081334,0.00006455053,0.2772352,0.0400463,0.005787316,0.003249544,0.0001489537,0.07400189],"study_design_scores_gemma":[0.009480116,0.001892688,0.8827963,0.002521067,0.00054253,0.000260986,0.04798295,0.04324275,0.002990501,0.0002746884,0.007289811,0.0007255582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583328,0.00008195992,0.0003542586,0.003245066,0.00007900118,0.03775337,0.00006780948,0.00003720166,0.00004854683],"genre_scores_gemma":[0.9792693,5.204523e-8,0.002483731,0.001500732,0.0004100077,0.0162973,0.00000676,0.0000229364,0.000009213333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3241399,"threshold_uncertainty_score":0.3130279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2443721742200641,"score_gpt":0.4982710557590028,"score_spread":0.2538988815389386,"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."}}