{"id":"W4404172769","doi":"10.1016/j.jadohealth.2024.10.023","title":"Mental Health during Medical Transition in a US and Canadian Sample of Early Socially Transitioned Transgender Youth","year":2024,"lang":"en","type":"article","venue":"Journal of Adolescent Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities; National Institutes of Health; John D. and Catherine T. MacArthur Foundation; National Science Foundation","keywords":"Transgender; Mental health; Sample (material); Psychology; Psychiatry; Clinical psychology; Physics; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001510623,0.0001513483,0.0004842128,0.0006982501,0.0001840619,0.00003012419,0.0001188543,0.0001632598,0.0001748539],"category_scores_gemma":[0.0000124017,0.0001495653,0.0001432543,0.0002982346,0.00008167986,0.000155213,0.000003731507,0.0007431331,0.000004088091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007459703,"about_ca_system_score_gemma":0.005278434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3403351,"about_ca_topic_score_gemma":0.3196664,"domain_scores_codex":[0.997107,0.0004738586,0.001119721,0.0002011026,0.0005046597,0.0005936626],"domain_scores_gemma":[0.9985835,0.00003761453,0.0002231223,0.00009250745,0.00005348189,0.001009767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002398064,0.002186716,0.1604757,0.02345331,0.0004698965,0.0004525288,0.731657,0.00002793401,0.0001212458,0.005259824,0.01053158,0.06296622],"study_design_scores_gemma":[0.00334633,0.0009465231,0.9889693,0.001384935,0.00003630974,0.0003749251,0.003886788,0.0000286957,0.000002491932,0.0004059339,0.0004443412,0.0001733719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091566,0.006555821,0.0004964423,0.08176763,0.001182028,0.0003373216,0.0003792904,0.00001414013,0.000110747],"genre_scores_gemma":[0.9919734,0.004210336,0.00009388613,0.003034337,0.0006237286,0.000001249071,0.00001892175,0.00002600221,0.00001814207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8284937,"threshold_uncertainty_score":0.9363716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453023217106929,"score_gpt":0.3589472685809541,"score_spread":0.3244170364098848,"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."}}