{"id":"W4406853194","doi":"10.1016/j.gore.2025.101686","title":"Neovaginal squamous cell carcinoma in a transgender woman: Case report, treatment insights, and literature review","year":2025,"lang":"en","type":"article","venue":"Gynecologic Oncology Reports","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc; Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Transgender; Basal cell; Oncology; Pathology; Gender studies","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":[0.0008078405,0.0004311374,0.001025009,0.0004555791,0.0002530335,0.0000371863,0.0001235042,0.0007534015,0.0005151855],"category_scores_gemma":[0.0002292014,0.0003535623,0.0001725742,0.0007138961,0.0002133006,0.0001086283,0.00006898335,0.0005811109,0.00002241728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007213861,"about_ca_system_score_gemma":0.0008458061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00332609,"about_ca_topic_score_gemma":0.00664174,"domain_scores_codex":[0.9958685,0.0007706875,0.001385532,0.001121618,0.0001247501,0.0007289269],"domain_scores_gemma":[0.99766,0.00049058,0.0005552659,0.0009432364,0.0001198736,0.0002310572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004042377,0.001015104,0.160534,0.001778726,0.00003615425,0.7987657,0.001813871,9.775035e-7,0.000006221628,0.0003452616,0.02775088,0.00791269],"study_design_scores_gemma":[0.002441035,0.001882015,0.2481055,0.0001218366,0.0005421328,0.5330043,0.0003746795,0.000003077723,0.000008207083,0.002092257,0.2110209,0.0004040343],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7115595,0.1612964,0.000004713117,0.004811327,0.001929626,0.001320561,0.000008747147,0.0000807108,0.1189884],"genre_scores_gemma":[0.9603438,0.01097565,0.0001185052,0.004931739,0.0001589138,0.0006053047,0.00007179846,0.00002282822,0.02277144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2657614,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487767831528251,"score_gpt":0.3648015077940611,"score_spread":0.3399238294787786,"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."}}