{"id":"W3018575221","doi":"10.1016/s0140-6736(20)30608-5","title":"Health sector spending and spending on HIV/AIDS, tuberculosis, and malaria, and development assistance for health: progress towards Sustainable Development Goal 3","year":2020,"lang":"en","type":"article","venue":"The Lancet","topic":"International Development and Aid","field":"Social Sciences","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Human Genome Research Institute; Dipartimento di Medicina e Chirurgia, Università degli Studi di Milano-Bicocca; Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; Sydney Medical School; Menzies Centre for Australian Studies, King's College London, University of London; Uniwersytet Opolski; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of Health and Allied Sciences; I.M. Sechenov First Moscow State Medical University; Mashhad University of Medical Sciences; National Center of Neurology and Psychiatry; African Academy of Sciences; Centre for Heart Rhythm Disorders, University of Adelaide; Tartu Ülikool; Uppsala Universitet; Universidade do Porto; Dell Medical School, University of Texas at Austin; Universitair Medisch Centrum Groningen; Guilan University of Medical Sciences; Qazvin University of Medical Sciences; Universitas Indonesia; Chinese University of Hong Kong; National Institutes of Health; Jackson State University; Semnan University; Institute for Research in Fundamental Sciences; Student Research Committee, Tabriz University of Medical Sciences; Bahir Dar University; Universidad de Chile; University Of Nigeria Nsukka; Università di Bologna; Shahid Beheshti University of Medical Sciences; Rijksuniversiteit Groningen; Wuhan University; Universidade de São Paulo; University of Ghana; University of the Philippines; Birjand University of Medical Sciences; Shahrekord University; Universidade Federal de Minas Gerais; Children’s Hospital of Wisconsin Research Institute; Ahvaz Jundishapur University of Medical Sciences; Taipei Medical University; Inyuvesi Yakwazulu-Natali; Trường Đại học Duy Tân; Kerman University of Medical Sciences; Universiti Kebangsaan Malaysia; Tsinghua University; Universitas Muhammadiyah Surakarta; Fundación Valle del Lili; Kyung Hee University; Institució Catalana de Recerca i Estudis Avançats; Yonsei University; Centro de Investigación Biomédica en Red de Salud Mental; American University of Beirut; Universidad ICESI; Iran University of Medical Sciences; University of Oxford; Amirkabir University of Technology; China Medical University; University of Canberra; Bill and Melinda Gates Foundation; Instituto de Salud Carlos III; Università degli Studi di Milano; Curtin University of Technology; Pacific Institute for Research and Evaluation; Monash University; University of Leicester; McMaster University; Universitat de València; Uniwersytet Jagielloński Collegium Medicum; University College London; King's College London; Murdoch Children's Research Institute; Universiteit Utrecht; Kuwait University; Ain Shams University; Imam Abdulrahman Bin Faisal University; National Institute for Health and Care Research; Health Services Management Research Center; Universiteit Maastricht; Public Health England; Shahrekord University of Medical Sciences; Kermanshah University of Medical Sciences; U.S. Department of Veterans Affairs; Rafsanjan University of Medical Sciences; Ministry of Health of the Russian Federation; Ahmadu Bello University; Universiti Malaya; Akademiska Sjukhuset; Babol University of Medical Sciences; London School of Hygiene and Tropical Medicine; Moscow Institute of Physics and Technology; Birmingham City University; National Research University Higher School of Economics; Hamadan University of Medical Sciences; Deakin University; Helsingin Yliopisto; Brandeis University; University of Ottawa; Università degli Studi di Napoli Federico II; Case Western Reserve University; GAVI Alliance; Mekelle University; La Trobe University","keywords":"Malaria; Tuberculosis; Human immunodeficiency virus (HIV); Environmental health; Sustainable development; Medicine; Economic growth; Health care; Health spending; Virology; Political science; Economics; Immunology; Health services; Population","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":[0.001453009,0.0001506038,0.0003252837,0.00004752217,0.001243582,0.0002328903,0.0001882734,0.00003988874,0.00002807922],"category_scores_gemma":[0.00008263833,0.0001192702,0.00001410333,0.0001179077,0.0001370177,0.0001548749,0.0001224638,0.0001253652,0.000004463424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480947,"about_ca_system_score_gemma":0.0004530047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009396266,"about_ca_topic_score_gemma":0.0002701148,"domain_scores_codex":[0.9984096,0.0001043475,0.0002628802,0.0003142274,0.0003383323,0.000570581],"domain_scores_gemma":[0.9994713,0.00009657908,0.000135893,0.00005740623,0.00003978904,0.0001990045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005930429,0.00007563321,0.1393382,0.001376868,0.0002153834,0.00001523986,0.1569667,0.000005097241,0.00001814273,0.5582624,0.01779882,0.1253344],"study_design_scores_gemma":[0.001428914,0.0001610253,0.4441057,0.0003111514,0.000006160237,0.000003866699,0.01347412,0.00008732909,0.0002859356,0.001126918,0.5386283,0.0003805368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.658857,0.003638927,0.003228533,0.3255911,0.0003776635,0.002648806,0.00005266109,0.0001932974,0.005412056],"genre_scores_gemma":[0.9773273,0.0003665734,0.01859091,0.002158546,0.0004309131,0.00006693563,0.00002249716,0.00001575452,0.001020606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5571355,"threshold_uncertainty_score":0.9564757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05461044600503932,"score_gpt":0.3372298835067016,"score_spread":0.2826194375016623,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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