{"id":"W4415999608","doi":"10.1177/23821205251393853","title":"Empowering Tomorrow's Trainers: Engaging Senior Pediatric Residents as Co-Developers of OSCEs for Junior Peers","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Education and Curricular Development","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer mentoring; Peer group; MEDLINE; Confidentiality; Professional development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00265432,0.0001294294,0.0003238247,0.0003632912,0.0003844677,0.00001251494,0.0002100828,0.0001485708,0.0001949771],"category_scores_gemma":[0.001829531,0.00009979996,0.00007257021,0.0002660838,0.00003561673,0.00009079991,0.00004666852,0.0005581944,0.000003925024],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902511,"about_ca_system_score_gemma":0.0104824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002610087,"about_ca_topic_score_gemma":0.00001218361,"domain_scores_codex":[0.9975632,0.0001943786,0.001090371,0.0001535857,0.0007269416,0.0002715534],"domain_scores_gemma":[0.9983802,0.0002416429,0.0005287441,0.00007978034,0.0003934287,0.0003761597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002473479,0.00169919,0.4372723,0.00621977,0.0002603464,0.00001725675,0.07648933,0.000005105938,0.0001860834,0.002712392,0.2076118,0.2672791],"study_design_scores_gemma":[0.005513403,0.0001336829,0.6011301,0.01015322,0.0001745561,0.00005448735,0.1306947,0.00006185823,0.0003123663,0.0003604068,0.2510045,0.0004068095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804163,0.002142792,0.001196708,0.01299189,0.002258063,0.0004550367,0.000001401737,0.00001165984,0.0005261566],"genre_scores_gemma":[0.9827498,0.002318595,0.006757651,0.005840755,0.0007924527,0.00001707727,0.00001250736,0.00001807659,0.001493131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2668723,"threshold_uncertainty_score":0.9951273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435929279060164,"score_gpt":0.4582481826086734,"score_spread":0.4338888898180718,"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."}}