{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003552103,0.000448327,0.0008637808,0.0004684967,0.0006323471,0.00005430395,0.0005087637,0.000582625,0.00003413692],"category_scores_gemma":[0.003613536,0.0003368618,0.0008121651,0.004588726,0.0001552828,0.0005860436,0.0000780228,0.001683001,0.000006418754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903006,"about_ca_system_score_gemma":0.002027305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005708305,"about_ca_topic_score_gemma":0.00009787842,"domain_scores_codex":[0.9927536,0.0009351085,0.003704361,0.0004896476,0.001388542,0.0007287008],"domain_scores_gemma":[0.9822928,0.008248216,0.002685339,0.0008118273,0.005577078,0.0003847745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001022683,0.00007707012,0.2656872,0.0009609281,0.00003977054,7.512237e-7,0.008135648,0.721908,0.00001954624,0.0006045687,0.0001027577,0.001441153],"study_design_scores_gemma":[0.003389559,0.0005086933,0.1569503,0.0005658387,0.0000865258,0.000006043912,0.002421604,0.8315313,0.00003157798,0.003365276,0.000894372,0.0002488873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7037628,0.001464492,0.01688826,0.2706236,0.001735008,0.005362877,0.0000684378,0.00008515809,0.000009309029],"genre_scores_gemma":[0.9766166,0.00006038791,0.001338698,0.02038933,0.001311245,0.00006269212,0.00008965396,0.0001016324,0.00002973611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2728538,"threshold_uncertainty_score":0.9999083,"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."}}