{"id":"W3016878236","doi":"10.1007/s12630-020-01662-z","title":"Keeping trainees safe in a pandemic: the evolving role of medical simulation training","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Training (meteorology); Medical education; Simulation training; Coronavirus disease 2019 (COVID-19); Computer science; Psychology; Medicine; Simulation; Geography; Infectious disease (medical specialty); Pathology; Meteorology","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":[0.02019467,0.0006048463,0.000595415,0.001230402,0.002534977,0.007083381,0.002595053,0.005245117,0.01341754],"category_scores_gemma":[0.05192403,0.0003445373,0.0006882744,0.0008369086,0.004557139,0.005704763,0.006723168,0.008823703,0.001674933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005574758,"about_ca_system_score_gemma":0.03762754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242508,"about_ca_topic_score_gemma":0.04115873,"domain_scores_codex":[0.9895707,0.006253226,0.0004324101,0.000574921,0.001970164,0.001198463],"domain_scores_gemma":[0.9266091,0.03452909,0.00327853,0.002284648,0.008778907,0.02451968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002232163,0.0008078806,0.01134854,0.00244742,0.0001187952,0.0003618661,0.006145068,0.003878078,0.0009553738,0.04815563,0.1829196,0.7426385],"study_design_scores_gemma":[0.0001613203,0.0006964199,0.02710686,0.01216017,0.00006076808,0.001587834,0.01803369,0.005504198,0.0008101198,0.09392224,0.8396577,0.0002987469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02114749,0.05691301,0.007324154,0.8631614,0.008666243,0.00006683951,0.0001307751,0.0002668407,0.04232316],"genre_scores_gemma":[0.6046715,0.1965548,0.03311778,0.13907,0.01532884,0.0003153693,0.0003818135,0.0002938857,0.01026593],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02019467,"threshold_uncertainty_score":0.1068009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0479636802241548,"score_gpt":0.3049619713174466,"score_spread":0.2569982910932918,"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."}}