{"id":"W4400720983","doi":"10.1016/s2214-109x(24)00227-4","title":"HIV incidence among women engaging in sex work in sub-Saharan Africa: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"The Lancet Global Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université du Québec","funders":"Wellcome Trust; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Incidence (geometry); Sex work; Demography; Human immunodeficiency virus (HIV); Population; Meta-analysis; Medicine; Work (physics); Environmental health; Immunology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01400486,0.0004164901,0.008739277,0.0002177327,0.000279363,0.0001683049,0.0008559462,0.0002367746,0.00004451321],"category_scores_gemma":[0.0003479861,0.0002223358,0.0006656589,0.007288407,0.0002078164,0.0000837213,0.0001599777,0.001012137,0.0000995235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147629,"about_ca_system_score_gemma":0.0005458581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433832,"about_ca_topic_score_gemma":0.002088414,"domain_scores_codex":[0.9907063,0.005872532,0.001353649,0.0005751029,0.0005339448,0.000958495],"domain_scores_gemma":[0.9979626,0.0005612979,0.0006252147,0.0006186182,0.00002762266,0.000204636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00000312395,0.00003339644,0.0001137081,0.9258035,0.02367797,0.00006387426,0.03576399,0.000005312787,1.10102e-10,0.0003635522,0.00721835,0.006953234],"study_design_scores_gemma":[0.0001105782,0.00002068472,0.00005998772,0.3282595,0.3882017,0.00000870419,0.005165397,0.00000898042,7.126002e-10,0.001141362,0.2763602,0.0006629525],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002354592,0.9921408,0.000001423202,0.003576479,0.00007575384,0.002853916,0.00002770074,0.00007586618,0.001224508],"genre_scores_gemma":[0.000537537,0.9972269,0.00001814576,0.0007245974,0.00009453626,0.0006163922,0.000009809685,0.00001705289,0.0007550212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.597544,"threshold_uncertainty_score":0.9066592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112645327889379,"score_gpt":0.4262420611075055,"score_spread":0.3135967332181265,"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."}}