{"id":"W7112513309","doi":"","title":"Sociocultural Contexts of HIV Transmission for Newcomer Black Gay, Bisexual Men (GBM) Who Have Sex with Men: Implications for Sexual Health Education and Human Rights in Ontario, Canada","year":2025,"lang":"","type":"article","venue":"USF Scholarship Repository (University of San Francisco)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Sociocultural evolution; Focus group; Human rights; Global mental health; Vulnerability (computing); General partnership; Qualitative research; Participatory action research; Reproductive 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":[0.001783248,0.0003223698,0.000470607,0.0009294988,0.03331826,0.005099632,0.00129884,0.0006920993,0.003880231],"category_scores_gemma":[0.002898729,0.0003245061,0.000338142,0.001551805,0.01060487,0.001703983,0.006105355,0.001846811,0.0001209188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07663297,"about_ca_system_score_gemma":0.1467714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909741,"about_ca_topic_score_gemma":0.9979684,"domain_scores_codex":[0.9978587,0.0006522163,0.00003865505,0.0001090322,0.0003327842,0.001008596],"domain_scores_gemma":[0.9974748,0.00051522,0.0003011656,0.00005086611,0.0004508579,0.001206995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004607,0.00005738045,0.05541782,0.0001393967,0.00001580178,0.000915178,0.9226564,0.00006494037,0.0004874778,0.003038039,0.003336759,0.01382471],"study_design_scores_gemma":[0.000003604348,0.00001388639,0.03272292,0.0001440804,0.000009080023,0.000107707,0.9556523,0.00002907911,0.00006251685,0.0002609305,0.01097903,0.00001488375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742565,0.002028295,0.0001609123,0.00924678,0.00008781927,0.00007620751,0.0001263404,0.000006926545,0.01401027],"genre_scores_gemma":[0.9931218,0.002256713,0.0002362248,0.001135052,0.00001170782,0.00003707466,0.00004501277,0.00000880308,0.003147557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07663297,"threshold_uncertainty_score":0.5560137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186003339440841,"score_gpt":0.3200640110829208,"score_spread":0.2882039776885124,"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."}}