{"id":"W7115892057","doi":"10.1037/sgd0000895","title":"Cross-sectional associations between medical affirmation, social connectedness, and psychological well-being in transgender and gender-diverse adults.","year":2025,"lang":"en","type":"article","venue":"Psychology of Sexual Orientation and Gender Diversity","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Transgender; Transgender Person; Gender identity; MEDLINE; Gender dysphoria; Social support; Minority stress","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121424,0.0001139788,0.0001443699,0.000696237,0.0006837134,0.0005430477,0.0001692564,0.0003607866,0.001662679],"category_scores_gemma":[0.002489678,0.0001599249,0.0002257168,0.0004540564,0.0003396222,0.0005125463,0.0006661846,0.0006127047,0.0001958287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260927,"about_ca_system_score_gemma":0.0002951526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007481905,"about_ca_topic_score_gemma":0.02304168,"domain_scores_codex":[0.9996961,0.000115534,0.00003251864,0.00005014715,0.00004776531,0.00005792344],"domain_scores_gemma":[0.9985392,0.0002586404,0.0005454029,0.0001035327,0.0001828865,0.0003704212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002258654,0.00009857192,0.9979248,0.000007123827,0.0000221622,0.00001844509,0.0008246044,0.000006458431,0.00007216966,0.00003927821,0.00005601022,0.0009077343],"study_design_scores_gemma":[0.000001398581,0.00009177525,0.99727,0.000007483548,0.0000119436,0.00005846745,0.002297295,0.00002818866,0.00002995078,0.00002860931,0.00017286,0.000001957599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991441,0.0001295415,0.00002620637,0.00004757051,0.000005707864,0.000009129496,0.0001280274,7.966568e-7,0.0005089072],"genre_scores_gemma":[0.9994749,0.00008105611,0.00006403169,0.00005437528,0.000004434264,0.00001581109,0.0001257898,5.51503e-7,0.0001790775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007481905,"threshold_uncertainty_score":0.01487672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322084325476711,"score_gpt":0.4488192912258628,"score_spread":0.3166108586781917,"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."}}