{"id":"W4292121316","doi":"10.1136/archdischild-2022-rcpch.2","title":"137 Abstract withdrawn","year":2022,"lang":"en","type":"article","venue":"","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Debriefing; Checklist; Medicine; Session (web analytics); Emergency department; Medical education; Usability; Medical emergency; Preceptor; Emergency medicine; Psychology; Nursing; Computer science","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":["insufficient_payload"],"category_scores_codex":[0.002205637,0.0007663972,0.001000513,0.001656145,0.001910978,0.006358278,0.001898742,0.003877967,0.6709096],"category_scores_gemma":[0.02315322,0.0004273026,0.001035152,0.001762007,0.0008283175,0.00255711,0.00242472,0.004085906,0.4482975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002738852,"about_ca_system_score_gemma":0.005187678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003790163,"about_ca_topic_score_gemma":0.003378836,"domain_scores_codex":[0.9973986,0.0005790996,0.0003497392,0.0002550514,0.001153471,0.0002641239],"domain_scores_gemma":[0.9866489,0.002026025,0.0004773515,0.001024515,0.00869483,0.001128367],"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":[0.00009535712,0.00002166345,0.0002497633,0.000512825,0.000009547736,0.000297859,0.00008011914,0.00001774194,0.0001861545,0.002044149,0.9564129,0.04007183],"study_design_scores_gemma":[0.00002348951,0.00001632556,0.0003601645,0.0003122065,0.000005677566,0.0002448994,0.0000908654,0.0000144368,0.0001145638,0.0005293863,0.9982822,0.000005842916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001744606,0.007594207,0.00230767,0.08676067,0.1782256,0.001172927,0.01890792,0.002078688,0.7012077],"genre_scores_gemma":[0.01031747,0.006392815,0.00132048,0.0395642,0.02439695,0.0006770187,0.01023744,0.000902955,0.9061906],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3290904,"threshold_uncertainty_score":0.4694074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03585080328219843,"score_gpt":0.355165133688287,"score_spread":0.3193143304060886,"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."}}