{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005228409,0.000192304,0.0001820905,0.0006487012,0.0004692414,0.0004862097,0.0002510328,0.0002272017,0.001820114],"category_scores_gemma":[0.001311523,0.0001619306,0.0002125353,0.0006060287,0.0002959715,0.0004466682,0.0005436899,0.0003546907,0.0001524678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002934806,"about_ca_system_score_gemma":0.0003941202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01664945,"about_ca_topic_score_gemma":0.02777031,"domain_scores_codex":[0.9996928,0.0001024418,0.00002684116,0.00004459026,0.00006112397,0.0000722231],"domain_scores_gemma":[0.9995145,0.00006659267,0.0002320543,0.0000184061,0.00005949295,0.0001090165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002637641,0.00002686925,0.9955702,0.00001985722,0.00002026239,0.0000353321,0.0005933762,0.000006954339,0.00008040404,0.00002430662,0.0001042876,0.003491755],"study_design_scores_gemma":[0.000002428712,0.00008410414,0.995573,0.00004224922,0.00001473969,0.0002145171,0.003646935,0.00003022804,0.00005727818,0.00003824879,0.0002943005,0.000001849473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998297,0.0005871128,0.0000375285,0.00009437084,0.000008029053,0.000007976429,0.00035351,0.00000166503,0.0006128902],"genre_scores_gemma":[0.9992631,0.0003095485,0.00004109086,0.00006170858,0.000004188482,0.000009664847,0.0001683236,8.333172e-7,0.0001415296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01664945,"threshold_uncertainty_score":0.03310508,"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."}}