{"id":"W4411202232","doi":"10.1007/s10461-025-04799-4","title":"The Effect of Sexual and Gender Minority Violence on Depression, Hazardous Drinking, Condom Use, and HIV Acquisition: An Individual Participant Data Meta-Analysis of the CohMSM, HPTN 075, and Anza Mapema Cohort Studies in Africa","year":2025,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; Medical Research Council; National Institutes of Health; Fondation pour la Recherche Médicale; European and Developing Countries Clinical Trials Partnership; Wellcome Trust; McGill University","keywords":"Health psychology; Condom; Human immunodeficiency virus (HIV); Public health; Medicine; Psychology; Clinical psychology; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002351544,0.0001963018,0.0008702296,0.0001137653,0.0007141797,0.00001915561,0.0001873285,0.0001117853,0.000008365425],"category_scores_gemma":[0.0002321723,0.00009239752,0.00003840562,0.0003481224,0.0006418462,0.0001421896,0.0007173866,0.0003262181,1.497986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001097809,"about_ca_system_score_gemma":0.0000560552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002105366,"about_ca_topic_score_gemma":0.0003799781,"domain_scores_codex":[0.99691,0.001374085,0.00055087,0.000608579,0.0002685869,0.0002878808],"domain_scores_gemma":[0.9976244,0.001177414,0.0002706769,0.0007248067,0.0001216233,0.0000810597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001413251,0.0001625067,0.9906973,0.0003599547,0.004362613,0.000002736912,0.002247666,0.000001254254,0.0001903802,0.0001434519,0.0001459966,0.001544785],"study_design_scores_gemma":[0.0006142076,0.0002955794,0.9341593,0.00006210415,0.06148519,0.000001536971,0.003085373,0.00003149969,0.00007606124,0.00005835554,0.00004260822,0.00008822082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864903,0.01182568,0.000006227952,0.0001676511,0.0001072393,0.001109399,0.0002765013,0.000008840857,0.000008147766],"genre_scores_gemma":[0.9988512,0.0006208003,0.00004169453,0.0001243879,0.00002471157,0.0001408147,0.00002873806,0.000006300537,0.0001614006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05712258,"threshold_uncertainty_score":0.5492965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4349437539457103,"score_gpt":0.4922980646065578,"score_spread":0.05735431066084751,"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."}}