{"id":"W2525443943","doi":"10.1136/sextrans-2016-052710","title":"Patterns of sexual behaviour and sexual healthcare needs among transgender individuals in Melbourne, Australia, 2011–2014","year":2016,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council","keywords":"Medicine; Transgender; Demography; Sex work; Reproductive health; Syphilis; Chlamydia; Sex organ; Transgender women; Human immunodeficiency virus (HIV); Gynecology; Family medicine; Men who have sex with men; Population; Gender studies; Environmental health","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":[0.0005531568,0.0001273614,0.000151232,0.0006729019,0.0006596762,0.000411201,0.0003184486,0.0002308536,0.001076686],"category_scores_gemma":[0.001305409,0.0001957712,0.0002388703,0.0006256144,0.0002774727,0.0004247109,0.000714574,0.0003350018,0.0001184318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009385594,"about_ca_system_score_gemma":0.001018545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07740657,"about_ca_topic_score_gemma":0.1652465,"domain_scores_codex":[0.9996586,0.00008092239,0.00004397543,0.00004816885,0.00008307558,0.00008527013],"domain_scores_gemma":[0.9993362,0.00003724152,0.0003543356,0.00001359829,0.0001172163,0.0001414406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003962772,0.00003812935,0.9888192,0.00009929258,0.00003050182,0.0002089458,0.003567242,0.0000461627,0.0004306226,0.00003700137,0.0002520904,0.006431129],"study_design_scores_gemma":[0.000001021155,0.00004457578,0.9967193,0.00003762757,0.000005958323,0.0002277015,0.002630527,0.0000488204,0.0000246778,0.000007333267,0.000249361,0.00000312949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989815,0.0003290612,0.00002196518,0.0001073915,0.00000290285,0.00001381683,0.0001711714,0.000001225773,0.0003709366],"genre_scores_gemma":[0.999037,0.0003151754,0.00008929033,0.00005082402,0.000003613807,0.0000176228,0.0001308615,5.85415e-7,0.0003550526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07740657,"threshold_uncertainty_score":0.1539121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04212118038218157,"score_gpt":0.347515888817487,"score_spread":0.3053947084353055,"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."}}