{"id":"W4386900922","doi":"10.2196/48548","title":"HIV Prevention and Care Among Black Cisgender Sexual Minority Men and Transgender Women: Protocol for an HIV Status–Neutral Cohort Study Using an Observational-Implementation Hybrid Approach","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institutes of Health; National Institute on Alcohol Abuse and Alcoholism; York University; National Institute on Drug Abuse; Center for Drug Use and HIV Research","keywords":"Human immunodeficiency virus (HIV); Transgender women; Observational study; Transgender; Medicine; Men who have sex with men; Cohort; Sexual minority; Clinical psychology; Cohort study; Psychology; Protocol (science); Family medicine; Gerontology; Alternative medicine; Social psychology; Sexual orientation","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0356455,0.002804362,0.002879135,0.002909477,0.005108732,0.002444356,0.00302305,0.003089781,0.03698309],"category_scores_gemma":[0.02330199,0.0033143,0.003239575,0.002953627,0.001780978,0.002775722,0.002823746,0.00468998,0.01010656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005220487,"about_ca_system_score_gemma":0.02462207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01587132,"about_ca_topic_score_gemma":0.02922931,"domain_scores_codex":[0.9839054,0.009732082,0.002484951,0.001462046,0.001122306,0.001293217],"domain_scores_gemma":[0.9863498,0.002361014,0.001749664,0.002572729,0.005213136,0.001753726],"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":[0.1208995,0.04203467,0.0806259,0.03827002,0.002876255,0.003508115,0.01689902,0.0100034,0.01121414,0.02515014,0.3851067,0.2634122],"study_design_scores_gemma":[0.1492782,0.02789209,0.1920426,0.02224538,0.001302461,0.0008845259,0.01219209,0.009777722,0.005395699,0.01947092,0.5583966,0.001121769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002069502,0.0001053938,0.002791534,0.0002085771,0.0001533267,0.9889588,0.004612346,0.00005201545,0.001048478],"genre_scores_gemma":[0.001242568,0.00007857721,0.003204541,0.0001231058,0.00002016523,0.994532,0.0005509689,0.000004653918,0.0002433293],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03698309,"threshold_uncertainty_score":0.1885137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6300100623731643,"score_gpt":0.6436917773258816,"score_spread":0.01368171495271731,"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."}}