{"id":"W4296162032","doi":"10.1016/s2214-109x(22)00332-1","title":"Mapping development and health effects of cooking with solid fuels in low-income and middle-income countries, 2000–18: a geospatial modelling study","year":2022,"lang":"en","type":"article","venue":"The Lancet Global Health","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fuel Cell Technologies Program; Sydney Medical School; Fundação para a Ciência e a Tecnologia; Amity Institute of Biotechnology, Amity University; National Health and Medical Research Council; Medical Research Council; Health Canada; University of Florida Health; Directorate for Biological Sciences; George Institute for Global Health; Centre for Heart Rhythm Disorders, University of Adelaide; Western Sydney University; Hubei University; Mahatma Gandhi University; Kurdistan University Of Medical Sciences; Alexandria University; African Population and Health Research Center; University of Peradeniya; Xiamen University; Wuhan University of Science and Technology; University of Zanjan; Division of Mathematical Sciences; Universitas Airlangga; Tarbiat Modares University; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of Sulaimani; NIHR Oxford Biomedical Research Centre; Indian Institute of Technology Delhi; National Research University Higher School of Economics; Technische Universität Berlin; Universidade do Porto; Oulun Yliopisto; Ministério da Ciência, Tecnologia e Ensino Superior; University Of Nigeria Nsukka; Università di Bologna; Autoritatea Natională pentru Cercetare Stiintifică; Shahrekord University of Medical Sciences; Universidad Nacional Autónoma de México; Babol University of Medical Sciences; Department of Anthropology, University of California, Los Angeles; Universidade de São Paulo; Kermanshah University of Medical Sciences; Universiti Sultan Zainal Abidin; Birjand University of Medical Sciences; Qazvin University of Medical Sciences; Guilan University of Medical Sciences; Universitair Medisch Centrum Groningen; Hamadan University of Medical Sciences; Università degli Studi di Genova; University of Gondar; University of Waterloo; Chinese Center for Disease Control and Prevention; Tabriz University of Medical Sciences; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; World Health Organization; Mazandaran University of Medical Sciences; Tsinghua University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Oxford; Chandigarh University; King Abdullah University of Science and Technology; Universidade Federal do Rio Grande do Sul; Arabian Gulf University; Central South University; Korea University; Kyung Hee University; National Heart Foundation of Australia; Institució Catalana de Recerca i Estudis Avançats; Yonsei University; Pohang University of Science and Technology; Kosin University; Universitas Sebelas Maret; Cairo University; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; King Saud University; Universidad Nacional de Colombia; Boston Scientific Corporation; Universiteit Utrecht; Fondazione I.R.C.C.S. Istituto Neurologico Carlo Besta; Tulane University; Griffith University; International Centre for Diarrhoeal Disease Research, Bangladesh; Monash University; University of Pretoria; University of New South Wales; Hubei University of Medicine; Fundação Oswaldo Cruz; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Wuhan University; Rijksuniversiteit Groningen; University College Cork; Islamic Azad University; Queensland University of Technology; Hubei Provincial Department of Education; London South Bank University; Universitat de València; Binzhou Medical University; University Grants Commission; Indian Council of Medical Research; University College London; University of Toronto; Frankfurt University of Applied Sciences; Macquarie University; Shiraz University; Imperial College London; McMaster University; University of Leicester; Department of Health and Social Care; British Heart Foundation; National Institute for Health and Care Research; Universidad Autónoma de Sinaloa; University of Calcutta; Boston University; Urmia University; University of Embu; University of Bern; Bacha Khan University; Wollega University; Amity University; International Society for Infectious Diseases; University Grants Commission of Bangladesh; Public Health Foundation of India; Australian Catholic University; University of Ottawa; National Authority for Scientific Research and Innovation; Wellcome Trust; Kerman University of Medical Sciences; Trường Đại học Duy Tân; Universiti Sains Malaysia; Curtin University of Technology; Division of Cancer Epidemiology and Genetics, National Cancer Institute; Pfizer; Bill and Melinda Gates Foundation; Instituto de Salud Carlos III; Arak University of Medical Sciences; Università degli Studi di Milano; Applied Molecular Biosciences Unit; Iran University of Medical Sciences; Bahir Dar University; Sheffield Hallam University; University of Tabriz; Ahmadu Bello University; Jordan University of Science and Technology; Invitae; Universitatea din București; La Trobe University; New Mexico State University; Health Effects Institute; National Cancer Institute; University of South Carolina; University of Baghdad; Health Services Management Research Center; University of Hull; Federation University Australia; Banaras Hindu University; Gastrointestinal and Liver Diseases Research Center; University of Agriculture, Faisalabad; Case Western Reserve University; Moscow Institute of Physics and Technology; University of Central Florida; Universitas Indonesia; University of Montana; Shiraz University of Medical Sciences; Nanyang Technological University; National Institutes of Health; University of Veterinary and Animal Sciences; Florida Department of Health; Harvard University; Zanjan University of Medical Sciences; Jackson State University; Jazan University; Fogarty International Center; Trường Đại học Nguyễn Tất Thành; Centre Hospitalier Universitaire Vaudois; Edwards Lifesciences; Central University of Kerala; National Center of Neurology and Psychiatry; Alexander von Humboldt-Stiftung; Universidad Autónoma Metropolitana; South African Medical Research Council; Shahrekord University; U.S. Environmental Protection Agency; Karolinska Institutet; United Nations Population Fund; Yale University; Deakin University; Uniwersytet Łódzki; Helsingin Yliopisto","keywords":"Geospatial analysis; Environmental health; Air pollution; Solid fuel; Environmental science; Pollution; Household income; Geography; Business; Medicine; Cartography","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":[0.001463634,0.0001789925,0.000442058,0.00002948845,0.0005215286,0.0000180033,0.000199767,0.00002250972,0.0000338646],"category_scores_gemma":[0.000003969666,0.0001371577,0.00001072486,0.000271079,0.0001145228,0.00009527239,0.0003683055,0.0002028545,0.000002436617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280346,"about_ca_system_score_gemma":0.0001515508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006175013,"about_ca_topic_score_gemma":0.003573199,"domain_scores_codex":[0.997999,0.0002626962,0.0003669443,0.0003095571,0.000463805,0.0005980683],"domain_scores_gemma":[0.9993119,0.00006301574,0.0002342092,0.0002271645,0.000002119872,0.0001615584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000228194,0.000215293,0.7399059,0.0004855535,0.00003177462,0.00002454817,0.01287534,0.2430509,0.000001933535,0.0001060297,0.00002682296,0.003047729],"study_design_scores_gemma":[0.001992851,0.0007901936,0.9916212,0.000449468,0.000004635446,0.00002735114,0.0009167756,0.003433417,0.00001266305,0.0002046192,0.0003557931,0.0001910194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996393,0.0009442529,0.0008625587,0.0009032863,0.00005660964,0.000673869,0.00001420458,0.00002069353,0.0001315652],"genre_scores_gemma":[0.9971816,0.0003675513,0.0008645828,0.001484541,0.0000244548,0.00004171101,0.000004079516,0.00001061737,0.00002084908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2517153,"threshold_uncertainty_score":0.9334814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553581182046338,"score_gpt":0.2741022267624008,"score_spread":0.2485664149419374,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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