{"id":"W4383556692","doi":"10.3389/fruro.2023.1199194","title":"CIRCumcision learning experience using simulation: A pilot learning platform for safe neonatal circumcision training offered either virtually or in person","year":2023,"lang":"en","type":"article","venue":"Frontiers in Urology","topic":"Genital Health and Disease","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto East General Hospital; Hospital for Sick Children","funders":"","keywords":"Coaching; Wilcoxon signed-rank test; Test (biology); Likert scale; Medicine; Physical therapy; Medical education; Psychology; Developmental 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000598185,0.0002150618,0.0004837552,0.0007428864,0.0002124267,0.00001670606,0.0001171335,0.0002187112,0.00008463012],"category_scores_gemma":[0.001783369,0.0002055486,0.00007996718,0.0006946893,0.00008724022,0.0001919991,0.00004453974,0.0005219392,0.00001275588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032549,"about_ca_system_score_gemma":0.000326135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005162336,"about_ca_topic_score_gemma":0.00003554352,"domain_scores_codex":[0.9978811,0.0001151685,0.0004821844,0.0005172343,0.0002719566,0.0007323822],"domain_scores_gemma":[0.9989891,0.0004060153,0.0001334797,0.0001664831,0.00006163178,0.0002432864],"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":[0.02825606,0.0001841676,0.2020405,0.0003194897,0.00002296488,0.0007894617,0.05778076,0.3655166,0.001711892,0.00004378082,0.000230127,0.3431042],"study_design_scores_gemma":[0.006515024,0.002583418,0.04086184,0.00007414267,0.0000266451,0.00004932276,0.0285819,0.9177733,0.0000157074,0.0002414001,0.003026124,0.0002512016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624531,0.0006513586,0.03506703,0.0001747676,0.0006169958,0.0007503883,0.000005415211,0.0001119491,0.0001690089],"genre_scores_gemma":[0.9961181,0.00001484539,0.00273899,0.0003740359,0.0001420315,0.00007045228,0.0000907435,0.00005109114,0.0003996758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5522566,"threshold_uncertainty_score":0.8382028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427832332730524,"score_gpt":0.3675834132822062,"score_spread":0.2248001800091537,"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."}}