{"id":"W4207001684","doi":"10.1371/journal.pmed.1003861","title":"Population sizes, HIV prevalence, and HIV prevention among men who paid for sex in sub-Saharan Africa (2000–2020): A meta-analysis of 87 population-based surveys","year":2022,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Sex work and related issues","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Demography; Men who have sex with men; Medicine; Condom; Population; Meta-analysis; Sexual transmission; Transmission (telecommunications); Human immunodeficiency virus (HIV); Environmental health; Immunology; Syphilis; Internal medicine; Microbicide","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007084267,0.0003881755,0.003752121,0.0009933762,0.0003484867,0.00002663407,0.0003328026,0.0003754608,0.00186778],"category_scores_gemma":[0.001563386,0.0002887731,0.0009023183,0.003132996,0.0001660876,0.0001335693,0.0000398581,0.0003886057,0.000001784495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002883614,"about_ca_system_score_gemma":0.0001996854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271939,"about_ca_topic_score_gemma":0.0008148618,"domain_scores_codex":[0.9921289,0.004383749,0.001421116,0.0006620458,0.001034458,0.0003697158],"domain_scores_gemma":[0.9957252,0.002498674,0.001154628,0.000373666,0.000104723,0.0001430866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001707807,0.002246951,0.1523785,0.06566663,0.2507457,0.00005406196,0.06783738,0.001252174,0.000001788253,0.0003350709,0.02149784,0.4378131],"study_design_scores_gemma":[0.001119656,0.0002475889,0.01537344,0.004503782,0.511948,4.902305e-7,0.001344276,0.003433542,3.882529e-7,0.000520833,0.4606763,0.0008316832],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006551372,0.9950657,0.00006402298,0.0002659337,0.00007470103,0.002690232,0.0001147081,0.00005443776,0.001015059],"genre_scores_gemma":[0.005131803,0.981006,0.00007059064,0.00001019301,0.0001682721,0.0005833809,0.003394561,0.00004342346,0.009591829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4391784,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09888804778423657,"score_gpt":0.3583779546949899,"score_spread":0.2594899069107534,"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."}}