{"id":"W3023066456","doi":"10.1038/s41591-020-0807-6","title":"Mapping local patterns of childhood overweight and wasting in low- and middle-income countries between 2000 and 2017","year":2020,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Public Health Agency of Canada; University of Ottawa; Institute for Clinical Evaluative Sciences; Impact; University of Manitoba; McMaster University; University of Toronto; Université du Québec en Abitibi-Témiscamingue; University of Waterloo; Dalhousie University","funders":"Pediatric Infectious Diseases Research Center, Tehran University of Medical Sciences and Health Services; Center for International Health; Drug Applied Research Center, Tabriz University of Medical Sciences; Medical Research Council; Madda Walabu University; Western Sydney University; Kuwait University; Hawassa University; Fundación Valle del Lili; Universitas Muhammadiyah Surakarta; Imam Abdulrahman Bin Faisal University; Washington University in St. Louis; International Centre for Diarrhoeal Disease Research, Bangladesh; Southeast University; University of the Philippines; Urmia University; Fundação Oswaldo Cruz; Wachemo University; Qazvin University of Medical Sciences; Bahir Dar University; Shahid Beheshti University of Medical Sciences; University of Washington; Högskolan Dalarna; University of Health Sciences Lahore; Universidade de São Paulo; Kermanshah University of Medical Sciences; Adigrat University; King Saud University; North-West University; Birjand University of Medical Sciences; Imperial College London; Shiraz University; Jimma University; Duke Global Health Institute, Duke University; Universidade Federal de Minas Gerais; Ahvaz Jundishapur University of Medical Sciences; Universiti Kebangsaan Malaysia; Tabriz University of Medical Sciences; Babol University of Medical Sciences; Mazandaran University of Medical Sciences; Mansoura University; Brien Holden Vision Institute; King Abdulaziz University; Southern University of Science and Technology; Isfahan University of Medical Sciences; La Trobe University; Georg-August-Universität Göttingen; Georgetown University; South African Medical Research Council; Bundesministerium für Gesundheit; Sharif University of Technology; Yonsei University; Universitas Sebelas Maret; Cairo University; Mashhad University of Medical Sciences; Wollega University; Universiteit Stellenbosch; Public Health Foundation of India; Public Health England; Jahrom University of Medical Sciences; South Australian Health and Medical Research Institute; Hamadan University of Medical Sciences; Deakin University; University of Gondar; University College London; Indian Council of Medical Research; Golestan University of Medical Sciences; Central Queensland University; Cardiff University; Shiraz University of Medical Sciences; Ain Shams University; Razi Vaccine and Serum Research Institute; University of Leicester; U.S. Department of Veterans Affairs; Jazan University; Dongguk University; Tehran University of Medical Sciences and Health Services; Aksum University; A.T. Still University; Kerman University of Medical Sciences; Institute for Health Metrics and Evaluation; Arak University of Medical Sciences; Karolinska Institutet; University of Nevada, Reno; Johns Hopkins University; Wellcome Trust; Hormozgan University of Medical Sciences; Kasturba Medical College, Manipal; Birmingham City University; University of Health and Allied Sciences; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of Minnesota; Hamad Medical Corporation; Quaid-i-Azam University; Bill and Melinda Gates Foundation; University of Tabriz; Universidade do Porto; University of Central Florida; University of New South Wales; Addis Ababa University; Dalhousie University; Instituto De Saúde Pública, Universidade do Porto; Amirkabir University of Technology; Iran University of Medical Sciences; Cochrane South Africa; Foundation for Advancement of International Medical Education and Research; Bournemouth University","keywords":"Wasting; Overweight; Malnutrition; Environmental health; Double burden; Low and middle income countries; Public health; Medicine; Developing country; Geography; Global health; Obesity; Socioeconomics; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004235527,0.0002512922,0.0001401029,0.001447662,0.0002502982,0.0005230221,0.0002409137,0.0001496501,0.001227758],"category_scores_gemma":[0.00134975,0.0001438549,0.0003510798,0.003196583,0.0002832626,0.0004758913,0.001008893,0.0002978235,0.0002049414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816832,"about_ca_system_score_gemma":0.000827376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0637676,"about_ca_topic_score_gemma":0.08438108,"domain_scores_codex":[0.9997552,0.00008014494,0.00002694432,0.00004671448,0.00003226413,0.00005869986],"domain_scores_gemma":[0.9994191,0.00007316173,0.0002475452,0.00003727638,0.0001468626,0.00007595742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008989157,0.00001530072,0.9779197,0.0002012448,0.00007087225,0.000177023,0.001258027,0.0008521219,0.0003011693,0.0004299603,0.004186159,0.01449855],"study_design_scores_gemma":[0.000005488989,0.0000220474,0.9900807,0.0001739305,0.00003869896,0.0001574711,0.003450672,0.0005409194,0.0002199633,0.0001273142,0.00517302,0.000009871873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708691,0.001109536,0.0007917855,0.0005021535,0.0000248064,0.00004194285,0.02294403,0.00005600202,0.003660663],"genre_scores_gemma":[0.9841726,0.001260801,0.001746153,0.0001069586,0.00001525897,0.0001290379,0.01202131,0.00001288628,0.0005349602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0637676,"threshold_uncertainty_score":0.1267929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119988768927585,"score_gpt":0.2512044200583631,"score_spread":0.2400045323690872,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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