{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004679912,0.0003242225,0.0003011864,0.001336547,0.0005817123,0.0006195348,0.0002636859,0.0006743161,0.001501397],"category_scores_gemma":[0.002146388,0.000182445,0.0002849023,0.0009214582,0.000398693,0.0007514718,0.0003123093,0.000422671,0.0002844135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829382,"about_ca_system_score_gemma":0.0003261695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002293748,"about_ca_topic_score_gemma":0.0005388619,"domain_scores_codex":[0.9997715,0.00004702868,0.00005076423,0.00002735345,0.0000442353,0.0000590487],"domain_scores_gemma":[0.9992645,0.0002748639,0.0002993421,0.0000258726,0.00003163701,0.0001037193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000138398,0.00008602464,0.7150362,0.0003465861,0.00006983643,0.2378825,0.0005203948,0.0001778244,0.002486194,0.0002974458,0.0009867008,0.04197201],"study_design_scores_gemma":[0.00001344646,0.0002647689,0.1419965,0.0002236991,0.00004525732,0.8522335,0.001670473,0.0003139624,0.0007786199,0.0003910952,0.002053718,0.00001493578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.979675,0.01527144,0.0009527804,0.0008509099,0.00006373176,0.00002133289,0.000101348,0.00002192353,0.003041576],"genre_scores_gemma":[0.9966106,0.002443485,0.0004828091,0.0001857214,0.00007447287,0.00000649402,0.00004170909,0.000003333227,0.0001513503],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001501397,"threshold_uncertainty_score":0.005022705,"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."}}