{"id":"W2789421929","doi":"10.1016/j.jpag.2018.02.129","title":"Improving Resident Knowledge in Pediatric and Adolescent Gynecology: An Evaluation of the North American Society for Pediatric and Adolescent Gynecology Short Curriculum","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric and Adolescent Gynecology","topic":"Innovations in Medical Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Curriculum; Family medicine; Obstetrics and gynaecology; Psychological intervention; Adolescent medicine; Test (biology); Incentive; Residency training; Medical education; Pediatrics; Pregnancy; Nursing; Continuing education; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003852871,0.0004108621,0.0009886445,0.0008359226,0.0003205235,0.00003073229,0.0003111561,0.0003800095,0.00003274982],"category_scores_gemma":[0.004616358,0.0003215249,0.0002303138,0.001512807,0.0005691043,0.0002301541,0.0002543475,0.001127297,0.000001872371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006711591,"about_ca_system_score_gemma":0.001811943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001503946,"about_ca_topic_score_gemma":0.0002889708,"domain_scores_codex":[0.9956542,0.0005348655,0.001753331,0.0006429419,0.0006909813,0.0007236535],"domain_scores_gemma":[0.9949488,0.0006348225,0.001559485,0.0003823345,0.002146508,0.000328061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001576932,0.001770971,0.9353654,0.00102012,0.00004707722,0.000004777255,0.0005432534,0.0000100452,0.00005285471,0.00002340655,0.01930206,0.04170232],"study_design_scores_gemma":[0.004095793,0.002282813,0.9853505,0.00004826866,0.002298156,0.0001093718,0.00141237,0.003412334,0.00002155717,0.00007641926,0.000601747,0.0002906325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903637,0.00367138,0.000398361,0.001807967,0.002031685,0.001676072,0.00001012995,0.00001704927,0.00002366746],"genre_scores_gemma":[0.9842399,0.007640285,0.001511868,0.001429053,0.005035609,0.00005327721,0.00001411718,0.00004536086,0.00003052129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04998512,"threshold_uncertainty_score":0.9999237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463797364800566,"score_gpt":0.3346706386900123,"score_spread":0.3100326650420067,"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."}}