{"id":"W4411483393","doi":"10.1101/2025.06.18.25329843","title":"HIV Prevalence, Virological Suppression, and Consistent Condom Use among Social Venue-Going Men in Zimbabwe: Insights from the 2022 Priorities for Local AIDS Control Efforts (PLACE) Surveys","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Bill and Melinda Gates Foundation","keywords":"Condom; Human immunodeficiency virus (HIV); Demography; Social control; Environmental health; Medicine; Psychology; Economic growth; Political science; Geography; Sociology; Virology; Economics; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001289911,0.0005313605,0.0002380203,0.001664485,0.0008382737,0.0006867932,0.0008242657,0.0006056651,0.001246648],"category_scores_gemma":[0.003328474,0.0004639726,0.0004450143,0.002671215,0.0004741241,0.0006530854,0.001541059,0.0004977545,0.000223249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541529,"about_ca_system_score_gemma":0.0007879726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1982704,"about_ca_topic_score_gemma":0.287509,"domain_scores_codex":[0.9989998,0.0004146383,0.00006897223,0.00008104979,0.0001429704,0.0002925359],"domain_scores_gemma":[0.9989731,0.0001652995,0.0004693423,0.00005212503,0.0001742333,0.0001658947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000044795,0.00006082118,0.9909703,0.00009259761,0.00006251191,0.00007732725,0.002668246,0.0001408491,0.0003501371,0.00004931724,0.0005747738,0.004908391],"study_design_scores_gemma":[0.000004686508,0.00004047154,0.9979541,0.00003601763,0.00001906364,0.00002821039,0.001318857,0.0001346249,0.00004220267,0.00001471892,0.0004010146,0.000006038491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953513,0.0002901551,0.0001681351,0.0001776874,0.000003813552,0.0001209873,0.003446573,0.000003700457,0.0004375719],"genre_scores_gemma":[0.9973016,0.0002463634,0.0003510749,0.00008593373,0.000006385988,0.0002351794,0.001518072,0.000001810611,0.0002535609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982704,"threshold_uncertainty_score":0.3942327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07146541478646211,"score_gpt":0.3718036074711109,"score_spread":0.3003381926846488,"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."}}