{"id":"W4406497570","doi":"10.1097/lgt.0000000000000869","title":"A Narrative Review of the Vulvar Disease Literature With Images of Women of Color","year":2025,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Population; Health care; Vulvar Diseases; Disease; Narrative; Scarcity; Vulvar cancer; Gerontology; Family medicine; Dermatology; Vulva; Pathology; Environmental health","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":[0.001819731,0.001004002,0.001745406,0.007601401,0.000805292,0.00192829,0.0009728599,0.001590488,0.008169313],"category_scores_gemma":[0.01107775,0.0004404473,0.001645533,0.007214732,0.000708205,0.002360058,0.001206556,0.00105543,0.0009118253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195033,"about_ca_system_score_gemma":0.005340633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263483,"about_ca_topic_score_gemma":0.007662302,"domain_scores_codex":[0.9982792,0.0006290365,0.0005316384,0.0001335623,0.0003386923,0.0000879588],"domain_scores_gemma":[0.992634,0.005207539,0.001358994,0.00008933223,0.0005973491,0.0001127521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001955506,0.0000493581,0.001009329,0.7013763,0.0007439195,0.002569568,0.002225177,0.0001320997,0.000566226,0.00263279,0.0427487,0.2457509],"study_design_scores_gemma":[0.00005719851,0.0001308844,0.003503995,0.6530719,0.002422261,0.008887296,0.001978415,0.00004058067,0.0002282307,0.0008279858,0.3288112,0.00004014642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004707583,0.9973528,0.00006637803,0.0004990156,0.000259682,0.0000785575,0.0001188673,0.000003694904,0.001150165],"genre_scores_gemma":[0.004408532,0.9933242,0.0002870676,0.00107228,0.0002389346,0.0001406714,0.00009445968,0.000002510153,0.0004312489],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008169313,"threshold_uncertainty_score":0.02732909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348216641231988,"score_gpt":0.3278168072910263,"score_spread":0.3143346408787064,"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."}}