{"id":"W2789911900","doi":"10.1097/lgt.0000000000000390","title":"Vulvovaginal Disease Education in Canadian and American Gynecology Residency Programs: A Survey of Program Directors","year":2018,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Family medicine; Curriculum; Colposcopy; Descriptive statistics; Residency training; Gynecology; Continuing education; Medical education; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001788225,0.0001662267,0.0001505958,0.001208204,0.001437283,0.0007696633,0.0007538272,0.0002903853,0.00230929],"category_scores_gemma":[0.005742218,0.0002934867,0.0001786129,0.00232865,0.0005700885,0.0004251421,0.0007388252,0.0004667586,0.0002237472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010519,"about_ca_system_score_gemma":0.01919711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.852815,"about_ca_topic_score_gemma":0.9080912,"domain_scores_codex":[0.9979929,0.0002405602,0.00008945061,0.0001497336,0.0009823277,0.000545037],"domain_scores_gemma":[0.9943302,0.0004401854,0.001302154,0.00006595181,0.001672845,0.002188645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003755101,0.0001048361,0.9859497,0.00005685076,0.00001255011,0.00006252409,0.001897523,0.00004779677,0.0001701076,0.00004145917,0.002577156,0.009041931],"study_design_scores_gemma":[0.000004562717,0.00004800408,0.993717,0.00003910942,0.000005076365,0.00006345592,0.00394987,0.00008518382,0.00004868268,0.000003602511,0.002031086,0.000004478398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949028,0.0004667266,0.00007167915,0.0008302986,0.00001466359,0.00004840138,0.0009316292,0.00001057754,0.002723221],"genre_scores_gemma":[0.9969792,0.0008882791,0.0001961466,0.0003807913,0.00001668485,0.00002498747,0.0006438046,0.000004595634,0.0008655253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147185,"threshold_uncertainty_score":0.2961036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108935013736968,"score_gpt":0.3426375393351429,"score_spread":0.3215481891977732,"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."}}