{"id":"W7002063128","doi":"","title":"Mapping geographic inequalities in oral rehydration therapy coverage in low- and middle-income countries, 2000–17","year":2020,"lang":"en","type":"article","venue":"SHURA (Sheffield Hallam University Research Archive) (Sheffield Hallam University)","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"NIH Clinical Center; Fogarty International Center; National Institute of Allergy and Infectious Diseases; Pediatric Infectious Diseases Research Center, Tehran University of Medical Sciences and Health Services; NIHR Oxford Biomedical Research Centre; Centre for Heart Rhythm Disorders, University of Adelaide; Center for International Health; Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; Guy's and St Thomas' NHS Foundation Trust; Fundação para a Ciência e a Tecnologia; National Health and Medical Research Council; Medical Research Council; Đại học Quốc gia Hà Nội; School of Public Health and Family Medicine, University of Cape Town; Injury Prevention Research Center; Wolkite University; University of Health and Allied Sciences; Adigrat University; Alfaisal University; Laboratório Associado para a Química Verde; National Cancer Institute; Ambo University; Mahatma Gandhi University; ARC Centre of Excellence for Children and Families over the Life Course; Duke Kunshan University; Samara University; Baker Heart and Diabetes Institute; I.M. Sechenov First Moscow State Medical University; Kurdistan University Of Medical Sciences; Razi Vaccine and Serum Research Institute; National Institute of Child Health and Human Development; Lorestan University of Medical Sciences; Southern University of Science and Technology; Alborz University of Medical Sciences; University Of Nigeria Nsukka; Alexandria University; Hawassa University; Mekelle University; Mansoura University; International Centre for Diarrhoeal Disease Research, Bangladesh; George Institute for Global Health; University of Peradeniya; Xiamen University; NSW Ministry of Health; Uniwersytet Opolski; Universitas Airlangga; Tanta University; Zanjan University of Medical Sciences; University of Gondar; Universitas Sebelas Maret; Leibniz-Gemeinschaft; University of Sulaimani; University of the Philippines; Universidade Federal de Minas Gerais; Tarbiat Modares University; Yasuj University of Medical Sciences; University of Health Sciences Lahore; Technische Universität Berlin; Universidade do Porto; Centro de Investigación Biomédica en Red de Salud Mental; Golestan University of Medical Sciences; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; Shahid Beheshti University of Medical Sciences; Chinese Center for Disease Control and Prevention; Oulun Yliopisto; Universidade Federal de Goiás; Universidad Nacional Autónoma de México; Menzies Institute for Medical Research; Babol University of Medical Sciences; Birjand University of Medical Sciences; University of South Carolina; Qazvin University of Medical Sciences; Swinburne University of Technology; Guilan University of Medical Sciences; Universitair Medisch Centrum Groningen; Haramaya University; Institute for Research in Fundamental Sciences; Inyuvesi Yakwazulu-Natali; Madda Walabu University; Public Health Agency of Canada; Kerman University of Medical Sciences; University College London; Universiti Kebangsaan Malaysia; Kuwait University; Tabriz University of Medical Sciences; Karolinska Institutet; Wachemo University; Universidade Federal de Santa Catarina; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Department of Global Health and Population, Harvard T.H. Chan School of Public Health; Imam Abdulrahman Bin Faisal University; University of the Western Cape; Universitair Ziekenhuis Antwerpen; Fundación Valle del Lili; Public Health Foundation of India; Bauman Moscow State Technical University; Secretaría Nacional de Ciencia, Tecnología e Innovación; Cairo University; Lunds Universitet; Dalhousie University; Universidad Nacional de Colombia; Bill and Melinda Gates Foundation; Institució Catalana de Recerca i Estudis Avançats; Federation University Australia; University of Haifa; National Institutes of Health; Wollega University; Banaras Hindu University; Islamic Azad University; Kyung Hee University; Yonsei University; Rijksuniversiteit Groningen; Sharif University of Technology; Duke Global Health Institute, Duke University; Ministry of Education, Science and Technology; Universitetet i Bergen; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; Ottawa Hospital Research Institute; King Saud University; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Shiraz University of Medical Sciences; Ain Shams University; Bundesministerium für Bildung und Forschung; Fundação Oswaldo Cruz; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Cochrane South Africa; University of Toronto; Imperial College London; Public Health England; University of Twente; James Cook University; Universiti Sains Malaysia; Curtin University of Technology; University of South Australia; Debre Tabor University; Universiteit Utrecht; Flinders University; Autoritatea Natională pentru Cercetare Stiintifică; University of New South Wales; Kermanshah University of Medical Sciences; Helsingin Yliopisto; RMIT University; Deakin University; Ateneo de Manila University; University of Zanjan; University of Washington; Taipei Medical University; Cleveland Clinic; Universitatea din București; University College Cork; Eli Lilly and Company; Public Health Agency; Auckland University of Technology, New Zealand; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Nanyang Technological University; Universidad Autónoma Metropolitana; Department of Science and Technology, Ministry of Science and Technology, India; Universidad Autónoma de Sinaloa; University of Pretoria; Kaiser Permanente; London South Bank University; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS; National Heart Foundation of Australia; University of Calcutta; Universidad ICESI; National Research Foundation; Cardiff University; Western Sydney University; Brown University; Council for the Development of Social Science Research in Africa; Universitas Negeri Semarang; Sydney Medical School; Newcastle University; Westfälische Wilhelms-Universität Münster; Indian Council of Medical Research; Johns Hopkins University; University of Warwick; Università degli Studi di Sassari; McMaster University; University of Leicester; Department of Health and Social Care; University of Queensland; National Institute for Health and Care Research; Universidade de São Paulo; Shiraz University; King's College London; Jordan University of Science and Technology; Hamad Bin Khalifa University; Brien Holden Vision Institute; Krishna Institute Of Medical Sciences Deemed To Be University; Royal College of Surgeons in Ireland; South African Medical Research Council; Mashhad University of Medical Sciences; Alexander von Humboldt-Stiftung; Tribhuvan University; University of Embu; Binzhou Medical University; Uniwersytet Łódzki; Maragheh University of Medical Sciences; Universiteit Stellenbosch; Cancer Research Institute; U.S. Department of Veterans Affairs; United Nations Population Fund; Rafsanjan University of Medical Sciences; Baki Dövlət Universiteti; Ahmadu Bello University; Department of Science and Innovation, South Africa; Division of Mathematical Sciences; Aksum University; University of Cape Town; Khalifa University of Science, Technology and Research; University of Ottawa; National Authority for Scientific Research and Innovation; Wellcome Trust; Queensland Health; Bahir Dar University; University of Oklahoma Health Sciences Center; Sheffield Hallam University; Case Western Reserve University; Hamadan University of Medical Sciences; South Australian Health and Medical Research Institute; University of Tabriz; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; University of Oxford; Ahvaz Jundishapur University of Medical Sciences; Griffith University; Jazan University; Burnet Institute; University of Bath; Yale University; Jimma University; Harvard University; Deutsches Krebsforschungszentrum; University of Baghdad; Bournemouth University; Universitas Indonesia; Salahaddin University-Erbil; Tehran University of Medical Sciences and Health Services; York University; University of Technology Sydney; University of Waterloo; University of Tasmania; Directorate for Biological Sciences; Debre Markos University; University of Central Florida; Dongguk University; Debreceni Egyetem; British Heart Foundation; International Trachoma Initiative; Iran University of Medical Sciences; Arak University of Medical Sciences; Brigham and Women's Hospital; Tulane University; Pomorski Uniwersytet Medyczny W Szczecinie; Università degli Studi di Milano; University of South Florida; University of Minnesota; Florida International University; Hamad Medical Corporation; Università degli Studi di Genova; Isfahan University of Medical Sciences; Instituto de Salud Carlos III; San Diego State University; Central University of Technology; Emory University; Ministério da Ciência, Tecnologia e Ensino Superior; Addis Ababa University; Ball State University; Trường Đại học Nguyễn Tất Thành; Sanjay Gandhi Postgraduate Institute of Medical Sciences; Katolicki Uniwersytet Lubelski Jana Pawla II; Mazandaran University of Medical Sciences; Student Research Committee, Tabriz University of Medical Sciences; Frankfurt University of Applied Sciences; La Trobe University; University of Colombo; Universidade Federal do Rio Grande do Sul; Central South University; Arabian Gulf University; Foundation for Advancement of International Medical Education and Research; Kasturba Medical College, Manipal; Birmingham City University; University of Oklahoma; Center for Stroke Research Berlin; Monash University; Washington University in St. Louis","keywords":"Percentile; Oral rehydration therapy; Inequality; Covariate; Geospatial analysis; Diarrhea; Population; Distribution (mathematics); Relative risk","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008370978,0.000427154,0.0006373937,0.002560945,0.0006559181,0.0002250117,0.0009890539,0.0003985831,0.0003136941],"category_scores_gemma":[0.000192093,0.0005203785,0.0001806123,0.002214549,0.0005081312,0.001073505,0.0006620195,0.001857891,0.00002893493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003916451,"about_ca_system_score_gemma":0.0002105395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005087284,"about_ca_topic_score_gemma":0.01211601,"domain_scores_codex":[0.9952503,0.001459452,0.0004497764,0.001026595,0.0007169996,0.001096883],"domain_scores_gemma":[0.9975064,0.001212762,0.0001269854,0.0004625838,0.0002326392,0.0004586064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02088661,0.001142925,0.8704422,0.002877476,0.0003280503,0.006340533,0.06768817,0.001310952,0.00127958,0.02103088,0.003231068,0.003441622],"study_design_scores_gemma":[0.04619132,0.004304444,0.5194519,0.006432792,0.00008770622,0.00007193513,0.0460496,0.009467946,0.002127064,0.007554813,0.3539831,0.004277384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602567,0.0002490713,0.0006337653,0.01621957,0.0001852792,0.001795787,0.00008358554,0.0001841818,0.02039204],"genre_scores_gemma":[0.9945859,0.002600655,0.0002384344,0.0009506182,0.0001484425,0.000002495584,0.0001102644,0.0000333563,0.001329876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3509902,"threshold_uncertainty_score":0.9997248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04568708370274858,"score_gpt":0.2635066077362204,"score_spread":0.2178195240334719,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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