{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005795675,0.0003179008,0.0008317126,0.0003874929,0.001374996,0.00005013228,0.0003661759,0.0002304612,0.0001065978],"category_scores_gemma":[0.00002900599,0.0003287058,0.0001484235,0.0003042069,0.0005670338,0.000615912,0.00006269301,0.0006559015,4.489393e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539364,"about_ca_system_score_gemma":0.005441667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8502405,"about_ca_topic_score_gemma":0.9496273,"domain_scores_codex":[0.9974337,0.0002682565,0.0006693542,0.0006788588,0.0004015901,0.000548233],"domain_scores_gemma":[0.9976251,0.000189511,0.0004509924,0.0004593955,0.0007710084,0.0005040221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004019233,0.003439781,0.5907982,0.007332487,0.001795635,0.00001794022,0.03952436,0.00003269018,0.04119506,0.005395939,0.2794645,0.02698415],"study_design_scores_gemma":[0.01147897,0.006468457,0.8938655,0.003299733,0.0005468139,0.00001774106,0.05091641,0.0008476676,0.002733397,0.0004376025,0.02885793,0.0005297534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782215,0.001200092,0.003583459,0.003451017,0.00005476237,0.003344077,0.0002748754,0.00001343242,0.009856767],"genre_scores_gemma":[0.84277,0.00001073957,0.000686445,0.00005018559,0.00004356587,0.00001623786,0.0002425811,0.00001548781,0.1561647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3030674,"threshold_uncertainty_score":0.9999251,"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."}}