{"id":"W3202618816","doi":"10.1016/s2352-3018(21)00152-1","title":"Global, regional, and national sex-specific burden and control of the HIV epidemic, 1990–2019, for 204 countries and territories: the Global Burden of Diseases Study 2019","year":2021,"lang":"en","type":"article","venue":"The Lancet HIV","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership; Institute of Infection and Immunity; Clinical and Translational Science Institute, University of California, Los Angeles; Division of Human Resource Development; Division of Mathematical Sciences; Fogarty International Center; National Institute of Allergy and Infectious Diseases; Research Management Centre, International Islamic University Malaysia; Horizon 2020; National Drug and Alcohol Research Centre; Guy's and St Thomas' NHS Foundation Trust; Fundação para a Ciência e a Tecnologia; National Health and Medical Research Council; Medical Research Council; School of Public Health and Family Medicine, University of Cape Town; Qatar National Research Fund; Directorate for Biological Sciences; National Institutes of Health; Debre Tabor University; Debre Markos University; Foreign, Commonwealth and Development Office; Rijksuniversiteit Groningen; Ateneo de Manila University; Wuhan University; Joint United Nations Programme on HIV/AIDS; Frankfurt University of Applied Sciences; I.M. Sechenov First Moscow State Medical University; Kurdistan University Of Medical Sciences; Generalitat de Catalunya; Univerzita Karlova v Praze; Universitat Autònoma de Barcelona; Kwame Nkrumah University of Science and Technology; Université de Nantes; University of Health and Allied Sciences; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Ahvaz Jundishapur University of Medical Sciences; United Arab Emirates University; Centre for Heart Rhythm Disorders, University of Adelaide; Western Sydney University; A.P. Møller og Hustru Chastine Mc-Kinney Møllers Fond til almene Formaal; Department of Medicine, Ottawa Hospital; Università Cattolica del Sacro Cuore; Rajshahi University; California Department of Fish and Game; University of Cape Town; Center for Drug Use and HIV Research; Haramaya University; Abdul Wali Khan University Mardan; Università degli Studi di Genova; Alfaisal University; University of Tasmania; University of Waterloo; Uniwersytet Łódzki; King Abdulaziz University; Department of Health and Aged Care, Australian Government; Centres de Recerca de Catalunya; Institució Catalana de Recerca i Estudis Avançats; South African Medical Research Council; Bundesministerium für Gesundheit; Inyuvesi Yakwazulu-Natali; European Commission; Ahmadu Bello University; Else Kröner-Fresenius-Stiftung; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; University of Calcutta; King Saud University; National Center for Advancing Translational Sciences; Bundesministerium für Bildung und Forschung; Public Health England; Fonds National de la Recherche Luxembourg; Ministerio de Ciencia, Innovación y Universidades; Flinders University; Deutsche Forschungsgemeinschaft; University College London; University Grants Commission; Imam Abdulrahman Bin Faisal University; University of Central Florida; National Institute for Health and Care Research; Babol University of Medical Sciences; World Health Organization; Mazandaran University of Medical Sciences; George Mason University; York University; Invitae; Harvard University; Manipal Academy of Higher Education; Deanship of Scientific Research, Prince Sattam bin Abdulaziz University; Australian Government; Universitat de Barcelona; Imperial College London; King's College London; Technische Universität Berlin; National Institute of Mental Health; Case Western Reserve University; University of Agriculture, Faisalabad; Institute for Health Metrics and Evaluation; Alexander von Humboldt-Stiftung; Chandigarh University; Iran University of Medical Sciences; Johns Hopkins University; Wellcome Trust; Russian Science Foundation; University of California, Los Angeles; Sultan Qaboos University; University of Pennsylvania; Xiamen University; Student Research Committee, Tabriz University of Medical Sciences; Bahir Dar University; EIT Health; McMaster University; National Research University Higher School of Economics; University of Jeddah; Ottawa Hospital Research Institute; Secretaría Nacional de Ciencia, Tecnología e Innovación; Jazan University; University of Central Punjab; Hamad Medical Corporation; Department of Anthropology, University of California, Los Angeles; Middlesex University; Kasturba Medical College, Manipal; National Institute on Drug Abuse; Birmingham City University; University of New South Wales; Washington University in St. Louis; University of Pittsburgh; Yale University; Virginia Marine Resources Commission; Mekelle University; La Trobe University; Curtin University of Technology; Bill and Melinda Gates Foundation","keywords":"Medicine; Human immunodeficiency virus (HIV); Environmental health; Men who have sex with men; Epidemic control; Global health; Coronavirus disease 2019 (COVID-19); Demography; Virology; Public health; Disease; Syphilis; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005269238,0.000115787,0.0003888172,0.00001525622,0.0001989832,0.00004361012,0.0002000062,0.00003640556,0.0000340596],"category_scores_gemma":[0.0004854988,0.00005861232,0.00008809096,0.0001291264,0.0006307832,0.00006646995,0.0001280911,0.0000943092,0.000001862561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004683869,"about_ca_system_score_gemma":0.0001586112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003361519,"about_ca_topic_score_gemma":0.0001297698,"domain_scores_codex":[0.9986826,0.0002069789,0.0002757696,0.0002014536,0.000431939,0.0002012601],"domain_scores_gemma":[0.9985245,0.0006237295,0.0001150697,0.0003423515,0.0003205219,0.00007384529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008727944,0.0001315429,0.3122742,0.0002034358,0.0005149397,0.000003770109,0.0009975132,0.0000107505,0.0001783492,0.01185227,0.6719534,0.001007003],"study_design_scores_gemma":[0.009357665,0.0009338232,0.3183912,0.0004875427,0.0004120544,0.0001112704,0.007755129,0.001259697,0.00005318455,0.01080987,0.6502512,0.0001773854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7285644,0.06762584,0.0006340932,0.1808202,0.0001749897,0.002779629,0.01790143,0.00003382422,0.001465553],"genre_scores_gemma":[0.9920855,0.002521011,0.00005238123,0.0003257766,0.001050247,0.00006049157,0.00007851778,0.000008328644,0.003817746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.263521,"threshold_uncertainty_score":0.2390141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186980456588456,"score_gpt":0.3389537323176642,"score_spread":0.3070839277517796,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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