{"id":"W4309158364","doi":"10.1002/nau.25091","title":"Gender‐affirming vaginoplasty: Technical considerations in patients with genital skin deficiency","year":2022,"lang":"en","type":"review","venue":"Neurourology and Urodynamics","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Vaginoplasty; Gender dysphoria; Surgery; Retrospective cohort study; Vagina; Transgender","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":[0.0002622525,0.0004668007,0.001026197,0.0005990045,0.0004226473,0.00004249517,0.0002622461,0.0005505124,0.0004021742],"category_scores_gemma":[0.0001286656,0.0004337322,0.0001379595,0.0004207346,0.0002655178,0.00007980461,0.0002420328,0.001864323,0.00005312226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009578004,"about_ca_system_score_gemma":0.0003866782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001670506,"about_ca_topic_score_gemma":0.0005922644,"domain_scores_codex":[0.9966682,0.0008428567,0.0007164745,0.0008820565,0.000215319,0.0006750536],"domain_scores_gemma":[0.9981968,0.0007546119,0.000330112,0.0005431081,0.00003250617,0.0001428986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003586712,0.004133855,0.2981324,0.01678189,0.0003671415,0.002224084,0.001022872,0.0000628361,8.457722e-8,0.08000311,0.003352453,0.5935606],"study_design_scores_gemma":[0.002740979,0.002139807,0.3321532,0.00008422026,0.001847299,0.002697513,0.00002975283,0.00002726855,1.218081e-9,0.001468539,0.6554092,0.001402188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03386481,0.9471267,0.0000531574,0.000198053,0.001933981,0.001629742,0.0003028822,0.0001470307,0.01474368],"genre_scores_gemma":[0.01593568,0.9819105,0.0001012441,0.0008839883,0.0001608935,0.0002500064,0.0003416702,0.0001312265,0.0002847596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6520568,"threshold_uncertainty_score":0.9998115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04178809144956745,"score_gpt":0.3376053682402333,"score_spread":0.2958172767906658,"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."}}