{"id":"W4390632586","doi":"10.1097/qai.0000000000003340","title":"New HIV Infections Among Key Populations and Their Partners in 2010 and 2022, by World Region: A Multisources Estimation","year":2024,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Sex work and related issues","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership; Universiteit Stellenbosch; University of Toronto; University of Pretoria; University of Bristol; Imperial College London; National Institute of Allergy and Infectious Diseases; Medical Research Council; London School of Hygiene and Tropical Medicine; National Institutes of Health; United States Agency for International Development; Department of Medicine, University of Toronto; McGill University; Centers for Disease Control and Prevention; University of Pennsylvania; U.S. President’s Emergency Plan for AIDS Relief; Johns Hopkins University; Pennsylvania State University; Stichting HIV Monitoring; Foreign, Commonwealth and Development Office; European Commission; Wellcome Trust","keywords":"Men who have sex with men; Estimation; Demography; Transmission (telecommunications); Human immunodeficiency virus (HIV); Developing country; Medicine; Environmental health; Virology; Biology; Syphilis; Sociology; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007772722,0.0008860037,0.0006660834,0.003632628,0.0002980545,0.001281364,0.001061007,0.0005027158,0.002018301],"category_scores_gemma":[0.01251487,0.0005777048,0.002993197,0.003168437,0.0004189039,0.001748245,0.001994387,0.001003344,0.0009622624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246345,"about_ca_system_score_gemma":0.0005823849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.028605,"about_ca_topic_score_gemma":0.01178865,"domain_scores_codex":[0.9976052,0.00115574,0.0002309553,0.0005566473,0.0003101143,0.0001412713],"domain_scores_gemma":[0.9948313,0.001978817,0.001598484,0.0005349241,0.0008742612,0.0001822117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001411264,0.0000565702,0.949177,0.0001879483,0.001263952,0.0001403804,0.0003003964,0.02968752,0.0001797328,0.0008339292,0.002574109,0.01545735],"study_design_scores_gemma":[0.00003305585,0.0001648492,0.9231237,0.0002214883,0.0004914813,0.0004799364,0.001015275,0.06758132,0.0004663745,0.001479155,0.004875871,0.00006740828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9152812,0.003026884,0.03228043,0.0005589564,0.00006144016,0.0002426591,0.04426327,0.0003962097,0.003888854],"genre_scores_gemma":[0.9540529,0.001181523,0.01277069,0.0001013989,0.00004360696,0.0002472093,0.03090457,0.00005391441,0.0006442586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.028605,"threshold_uncertainty_score":0.05687702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200834874113412,"score_gpt":0.3041567241992787,"score_spread":0.2821483754581446,"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."}}