{"id":"W4403113703","doi":"10.1097/gox.0000000000006198","title":"Binary and Nonbinary Transgender Patient Experiences Accessing Gender-affirming Top Surgery","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Western University","funders":"","keywords":"Transgender; Transgender Person; Transgender women; Gender dysphoria; Psychology; Medicine; Sociology; Gender studies; Human immunodeficiency virus (HIV); Family medicine; Men who have sex with men","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006410546,0.0004264894,0.0007548573,0.000363644,0.0004892849,0.0007431529,0.0003453499,0.0002331524,0.001865319],"category_scores_gemma":[0.0002631752,0.0004045142,0.0002342742,0.0008058226,0.0005021443,0.001202881,0.0002799314,0.0003128361,0.0001929201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002284331,"about_ca_system_score_gemma":0.0007943079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364802,"about_ca_topic_score_gemma":0.00008302648,"domain_scores_codex":[0.9964425,0.0004672921,0.000840018,0.001046841,0.0003236991,0.000879666],"domain_scores_gemma":[0.9954823,0.003516319,0.0001985363,0.0003320157,0.00008498839,0.0003858091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005627777,0.0002356981,0.5864275,0.0009640003,0.0004994849,0.001364118,0.01074334,0.000006030538,0.0000258587,0.003548922,0.02753932,0.3680829],"study_design_scores_gemma":[0.0009717516,0.0003909861,0.9069651,0.001249113,0.0006278503,0.007566775,0.05345764,0.0004611506,0.00008800848,0.01166599,0.01336493,0.003190739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534234,0.005672513,0.0002053573,0.0002687391,0.01363351,0.0004399516,0.0001744497,0.0001459775,0.02603609],"genre_scores_gemma":[0.9984917,0.0002838138,0.0002212152,0.0002157738,0.0003885621,0.0001789857,0.00002757358,0.00003853519,0.0001538583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3648922,"threshold_uncertainty_score":0.9998407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08445106478247441,"score_gpt":0.3732301945361889,"score_spread":0.2887791297537144,"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."}}