{"id":"W3097425709","doi":"10.3389/fped.2020.569776","title":"Using the RETAIN Tabletop Simulator as a Summative Assessment Tool for Neonatal Resuscitation Healthcare Professionals: A Pilot Study","year":2020,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Neonatal resuscitation; Summative assessment; Medicine; Resuscitation; Test (biology); Health care; Health professionals; Medical emergency; Formative assessment; Emergency medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.008167937,0.0008392068,0.0008496548,0.0007595331,0.0008878032,0.0007773252,0.00107453,0.0008557449,0.003521127],"category_scores_gemma":[0.01648135,0.0003789768,0.0007539403,0.0003105243,0.0007117168,0.001131728,0.001638842,0.001278309,0.0009027627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005959351,"about_ca_system_score_gemma":0.002785667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541454,"about_ca_topic_score_gemma":0.002438313,"domain_scores_codex":[0.995771,0.002464179,0.0002719163,0.0002684262,0.0007950482,0.0004293784],"domain_scores_gemma":[0.9906188,0.005478317,0.0004079293,0.0008556215,0.001480045,0.001159343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01978692,0.3204867,0.1136956,0.003032347,0.0003914061,0.004555549,0.05649497,0.009753956,0.0732825,0.001022988,0.003841881,0.3936552],"study_design_scores_gemma":[0.00656283,0.7058208,0.1859336,0.0005563555,0.0004693227,0.001870317,0.02823333,0.01494396,0.04280415,0.0006688738,0.01175695,0.0003794764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925241,0.00003601752,0.002575127,0.00007397487,0.00002917606,0.003746623,0.000114507,0.00004442195,0.0008560417],"genre_scores_gemma":[0.9624114,0.0002502261,0.02149506,0.0002031193,0.00007505015,0.01325661,0.0003320138,0.00002677941,0.001949737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008167937,"threshold_uncertainty_score":0.04319668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08543820309967669,"score_gpt":0.4269466042766802,"score_spread":0.3415084011770035,"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."}}