{"id":"W4410302154","doi":"10.1001/jamapediatrics.2025.0676","title":"Sexual Health of US Transgender Boys, Nonbinary Youth, and Cisgender Girls","year":2025,"lang":"en","type":"article","venue":"JAMA Pediatrics","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transgender; Medicine; Pregnancy; Demography; Condom; Reproductive health; Gynecology; Clinical psychology; Population; Family medicine; Psychology; Human immunodeficiency virus (HIV); Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0005383722,0.0002027218,0.0003837939,0.0004336963,0.0001780096,0.00003493857,0.0002243774,0.0003148158,0.000144872],"category_scores_gemma":[0.00004566807,0.0002093957,0.00007484022,0.0006335492,0.0000939251,0.0001073266,0.00006262485,0.0003981194,0.00005293018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007760099,"about_ca_system_score_gemma":0.0005182883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005827408,"about_ca_topic_score_gemma":0.0002503974,"domain_scores_codex":[0.9979685,0.0002387324,0.0005911514,0.0004143965,0.0002380775,0.0005491769],"domain_scores_gemma":[0.9988751,0.0001765097,0.0001971407,0.0004327098,0.0000970956,0.0002214193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001363927,0.0003868545,0.8176447,0.002597769,0.00006749554,0.00001422371,0.008845919,0.00000451397,0.000004896324,0.006597582,0.140486,0.02321371],"study_design_scores_gemma":[0.002905037,0.0004882777,0.9775671,0.000005323526,0.0001634341,0.00002176432,0.002513485,0.00001274882,0.000001735048,0.001850802,0.0141363,0.000333926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531675,0.01112461,0.0006435761,0.006112369,0.001908425,0.0004105223,0.0003347522,0.00007821837,0.02622005],"genre_scores_gemma":[0.9810857,0.002832873,0.0002898783,0.004033918,0.001224881,0.00001582236,0.00005298126,0.00003371667,0.0104303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1599225,"threshold_uncertainty_score":0.8809336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04858419058875693,"score_gpt":0.3665119937648433,"score_spread":0.3179278031760864,"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."}}