{"id":"W4410139594","doi":"10.1038/s41574-025-01113-z","title":"Individualized and innovative gender healthcare for transgender and nonbinary youth","year":2025,"lang":"en","type":"review","venue":"Nature Reviews Endocrinology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Medicine; Transgender; Transgender Person; Health care; Gender dysphoria; Gender identity; Family medicine; Gender studies; Human immunodeficiency virus (HIV)","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":[0.001324393,0.0004028889,0.0009298482,0.000954608,0.0003421417,0.001203304,0.0007904902,0.001511759,0.006213146],"category_scores_gemma":[0.002342005,0.0001272654,0.0005934632,0.000828396,0.0005703208,0.001024996,0.001355073,0.001742069,0.000576949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000875741,"about_ca_system_score_gemma":0.002370244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253891,"about_ca_topic_score_gemma":0.008113116,"domain_scores_codex":[0.9995993,0.0001672655,0.00003800641,0.00004148638,0.00009731626,0.00005661723],"domain_scores_gemma":[0.9992538,0.0005735481,0.00006066007,0.00001257068,0.00005166223,0.00004777697],"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":[0.00006545665,0.00008902604,0.0002329227,0.01854164,0.0001258037,0.00005813557,0.000172501,0.0001029784,0.0001222491,0.005684082,0.01694019,0.957865],"study_design_scores_gemma":[0.0001554843,0.0001705903,0.004822096,0.09126997,0.0006490794,0.0009016742,0.0009719934,0.0001230045,0.0002323285,0.01102526,0.8896449,0.0000336429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001863215,0.9980191,0.00005556687,0.0009016087,0.0001828399,0.000004642553,0.000007743632,0.000002474324,0.0006397639],"genre_scores_gemma":[0.002146298,0.9961665,0.0001718624,0.0008976978,0.0002665231,0.00001312515,0.00001386341,0.00000134119,0.0003227899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006213146,"threshold_uncertainty_score":0.02078509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814375428835071,"score_gpt":0.5014150418297423,"score_spread":0.3199774989462352,"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."}}