{"id":"W3110174998","doi":"10.2196/24198","title":"Longitudinal Cohort Study of Gender Affirmation and HIV-Related Health in Transgender and Gender Diverse Adults: The LEGACY Project Protocol","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Allergy and Infectious Diseases","keywords":"Transgender; Medicine; Psychological intervention; Family medicine; Cohort; Gerontology; Health care; Cohort study; Mental health; Psychiatry; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01189476,0.00213213,0.001460657,0.00176567,0.004445996,0.0023256,0.003371206,0.001906926,0.01733061],"category_scores_gemma":[0.01160423,0.001540477,0.00140013,0.002213922,0.0008307612,0.002483422,0.002986941,0.002855195,0.006058372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176335,"about_ca_system_score_gemma":0.01111994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394647,"about_ca_topic_score_gemma":0.02058546,"domain_scores_codex":[0.9942423,0.003048654,0.0007833217,0.0009732164,0.0004419951,0.0005106017],"domain_scores_gemma":[0.9943987,0.000522958,0.0007070617,0.001062142,0.00240603,0.0009031446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04367897,0.01303381,0.3491442,0.01293402,0.002261332,0.003507955,0.01066846,0.003203135,0.004200173,0.01553657,0.4367929,0.1050384],"study_design_scores_gemma":[0.0503413,0.01468403,0.5267872,0.01224833,0.002152226,0.002177718,0.01402459,0.007443129,0.003074235,0.01371819,0.3525958,0.0007532027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0520267,0.0009077612,0.009833931,0.001240332,0.0003712517,0.8143622,0.1111681,0.0002196971,0.00987],"genre_scores_gemma":[0.04359557,0.0005657825,0.01220418,0.00118193,0.0001136447,0.9167984,0.02288331,0.00003990021,0.002617236],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01733061,"threshold_uncertainty_score":0.06290627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.425446763956119,"score_gpt":0.5913833398829942,"score_spread":0.1659365759268752,"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."}}