{"id":"W2571228791","doi":"10.1071/sh16148","title":"Need for more research on and health interventions for transgender people","year":2017,"lang":"en","type":"review","venue":"Sexual Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Medicine; Psychological intervention; Transgender Person; Gonorrhea; Genitourinary medicine; Gender dysphoria; Human papilloma virus; Genital warts; Transgender women; Gerontology; Syphilis; Family medicine; Cervical cancer; Human immunodeficiency virus (HIV); Nursing; Cancer; Gender studies; Men who have sex with men; Sociology; Internal medicine","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006141001,0.0004541327,0.002482353,0.0008463954,0.002154159,0.0001222507,0.0006173031,0.0005196841,0.0000772105],"category_scores_gemma":[0.0001297636,0.0004092062,0.0005545311,0.0002597301,0.0001939777,0.00007187528,0.00006456101,0.001075001,0.0001205437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006034507,"about_ca_system_score_gemma":0.003282454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02118257,"about_ca_topic_score_gemma":0.01721043,"domain_scores_codex":[0.9945188,0.001071787,0.001361326,0.001018221,0.0003368268,0.001693],"domain_scores_gemma":[0.9961201,0.0009380117,0.0007922401,0.001190969,0.0001827024,0.0007759616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003353235,0.0002219001,0.00001716654,0.2341823,0.00007889798,4.727708e-7,0.001454339,2.123174e-8,8.281351e-10,0.008741452,0.1512336,0.6040362],"study_design_scores_gemma":[0.001018123,0.003784869,0.0007631841,0.00423842,0.0001059966,0.00002386725,0.0007051686,0.000001636592,1.169671e-9,0.0009302062,0.9881496,0.0002789446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001495519,0.9659315,0.0004067624,0.01887785,0.002224549,0.008829612,0.00258704,0.00006783263,0.001059948],"genre_scores_gemma":[0.00002527173,0.9644967,0.0001977007,0.001050186,0.001909229,0.002322008,0.0009908567,0.0001549622,0.02885313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8369159,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8484583012218514,"score_gpt":0.723801897266407,"score_spread":0.1246564039554444,"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."}}