{"id":"W6920590169","doi":"10.6084/m9.figshare.14551742.v1","title":"Additional file 3 of Development and implementation of a novel, mandatory competency-based medical education simulation program for pediatric emergency medicine faculty","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cardiopulmonary resuscitation; Resuscitation; Emergency medical services; Pediatric emergency medicine; Medical simulation; Simulation training","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":[0.006002688,0.0008276693,0.0009309904,0.002811046,0.001417025,0.001601355,0.001852244,0.001226329,0.8938821],"category_scores_gemma":[0.08751164,0.0005966016,0.0009594703,0.00287367,0.0003225721,0.00220994,0.001499777,0.001187468,0.1854047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002364848,"about_ca_system_score_gemma":0.005419719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038249,"about_ca_topic_score_gemma":0.02105039,"domain_scores_codex":[0.9971691,0.0009138,0.0006894982,0.0002147543,0.0007385802,0.0002743223],"domain_scores_gemma":[0.9033105,0.06171994,0.006864841,0.002932642,0.02174844,0.003423666],"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":[0.0003298108,0.00009706531,0.001037514,0.0008288798,0.000008891932,0.00002037594,0.00004622514,0.0001762648,0.00001829803,0.0003544547,0.9868552,0.01022699],"study_design_scores_gemma":[0.008048512,0.0006882803,0.03082324,0.006782561,0.0001068486,0.0002426753,0.0008247994,0.001827175,0.000713263,0.00527948,0.944499,0.0001642319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0007861176,0.00005134105,0.001094958,0.00146556,0.0002341361,0.003925529,0.9744921,0.001102551,0.01684769],"genre_scores_gemma":[0.03162098,0.000544219,0.01887478,0.00525425,0.0009469239,0.05279514,0.7806355,0.002690961,0.1066372],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8938821,"threshold_uncertainty_score":0.1513643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08181578180455126,"score_gpt":0.4400453544469048,"score_spread":0.3582295726423536,"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."}}