{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002573646,0.0007028151,0.0002941007,0.0008748081,0.0005251257,0.002177044,0.001658447,0.001052476,0.4287437],"category_scores_gemma":[0.006588826,0.0003654658,0.0004910504,0.0004252018,0.0003934921,0.00196914,0.003021076,0.001722351,0.1563004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933952,"about_ca_system_score_gemma":0.002677039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002274521,"about_ca_topic_score_gemma":0.003624951,"domain_scores_codex":[0.9994148,0.0002026732,0.00003818204,0.00006141416,0.0002066761,0.00007623584],"domain_scores_gemma":[0.9973476,0.0006430573,0.0001363569,0.0002963608,0.0007306251,0.0008460342],"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":[0.0002566969,0.0001064398,0.0005150904,0.0001669174,0.00001011249,0.00007123479,0.000105514,0.00414707,0.000545029,0.01199849,0.9270537,0.05502361],"study_design_scores_gemma":[0.0001087804,0.00005630721,0.0002136746,0.00008195238,0.000003822604,0.00003521879,0.00004053959,0.007674706,0.0004411936,0.003738696,0.9875904,0.00001474041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00525336,0.0003735584,0.09053157,0.01260246,0.004822958,0.001325779,0.05007797,0.1057393,0.729273],"genre_scores_gemma":[0.08137441,0.001268693,0.08868467,0.005339472,0.001115843,0.00273983,0.1281376,0.03298474,0.6583548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4287437,"threshold_uncertainty_score":0.8148277,"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."}}