{"id":"W3095492933","doi":"10.1097/sih.0000000000000515","title":"Simulation Innovation","year":2020,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Biotech (Canada); Royal Inland Hospital; Kamloops Art Gallery; Royal Jubilee Hospital; Kelowna General Hospital; University of British Columbia","funders":"National Institute on Drug Abuse","keywords":"Preparedness; Coronavirus disease 2019 (COVID-19); Pandemic; Dissemination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Acute respiratory distress; 2019-20 coronavirus outbreak; Health care; Computer science; Geography; Medicine; Political science; Telecommunications; Disease; Virology; Infectious disease (medical specialty)","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":[0.01003246,0.0007617155,0.0004649697,0.001114399,0.001233503,0.004405719,0.002455042,0.003582785,0.2847548],"category_scores_gemma":[0.06017101,0.0003158606,0.001071249,0.0007622743,0.001165762,0.00303449,0.005589037,0.00339066,0.07735445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178266,"about_ca_system_score_gemma":0.01010792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281472,"about_ca_topic_score_gemma":0.002316984,"domain_scores_codex":[0.993647,0.002756664,0.0004718269,0.0005579802,0.002167721,0.0003988789],"domain_scores_gemma":[0.9752073,0.01014812,0.001027489,0.003093035,0.007013099,0.003510986],"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":[0.0001114954,0.00009623465,0.0005920524,0.0004007418,0.00003085421,0.0001285504,0.0003466281,0.006670243,0.0001998893,0.09801481,0.776618,0.1167905],"study_design_scores_gemma":[0.0000947882,0.00004926292,0.000195527,0.0003963379,0.000008761548,0.000100552,0.0001040853,0.006561202,0.00021529,0.02549218,0.9667628,0.00001910416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003636585,0.001180254,0.1236707,0.09874804,0.0162306,0.001575935,0.007524307,0.007761966,0.7396716],"genre_scores_gemma":[0.1686974,0.005283157,0.1345917,0.03070211,0.007930395,0.00592404,0.01579,0.005036017,0.6260452],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2847548,"threshold_uncertainty_score":0.9525998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048798999316602,"score_gpt":0.4252219375870165,"score_spread":0.3203420376553563,"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."}}