{"id":"W3194471356","doi":"10.1097/sih.0000000000000601","title":"Simulathon 2020","year":2021,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Scale (ratio); Emergency management; Process (computing); Process management; 2019-20 coronavirus outbreak; Key (lock); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Computer science; Business; Geography; Computer security; 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":[0.005489739,0.0002834544,0.0005983347,0.0001420728,0.001071918,0.00002630213,0.0005336389,0.0004040183,0.00005304218],"category_scores_gemma":[0.00160555,0.0001964696,0.0007780553,0.001387573,0.00007523978,0.0003440998,0.0002306627,0.001598997,0.00001031713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218656,"about_ca_system_score_gemma":0.001331652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006020741,"about_ca_topic_score_gemma":0.00166389,"domain_scores_codex":[0.9924374,0.003160243,0.002471672,0.0003190483,0.0008262753,0.0007853532],"domain_scores_gemma":[0.9889679,0.006943665,0.001518648,0.0007443708,0.001638247,0.0001871507],"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":[0.0006921793,0.00008021692,0.06147758,0.001051885,0.00005159647,0.000003900043,0.01782278,0.913923,0.00001200958,0.001693187,0.0008693587,0.002322287],"study_design_scores_gemma":[0.007373551,0.0003743219,0.1143472,0.002436751,0.0001453118,0.000008956819,0.03202122,0.7591708,0.00001499317,0.03423219,0.04936761,0.0005070946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.760993,0.004972544,0.01017945,0.2123003,0.005481886,0.005753086,0.000101678,0.00006325826,0.0001548215],"genre_scores_gemma":[0.98572,0.0003377628,0.0004777455,0.0119488,0.0006459568,0.00006112914,0.00002125342,0.00005634498,0.0007309662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2247271,"threshold_uncertainty_score":0.8244434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09083444798505877,"score_gpt":0.4689790369386967,"score_spread":0.378144588953638,"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."}}