{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001672664,0.0001559577,0.0004018874,0.0001450944,0.00006336965,0.00001952736,0.0000773896,0.0001840657,0.00001897824],"category_scores_gemma":[0.0001180391,0.0001237894,0.00001416642,0.0001535321,0.0001683688,0.000125842,0.00006861977,0.0005311114,4.04705e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002038241,"about_ca_system_score_gemma":0.000007808859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007465701,"about_ca_topic_score_gemma":0.00002252309,"domain_scores_codex":[0.9989841,0.00003935859,0.000307255,0.0002733854,0.0002141701,0.0001817296],"domain_scores_gemma":[0.999467,0.0001761147,0.00009635591,0.00008588482,0.0000360361,0.0001386002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009157926,0.00001872967,0.9867231,0.002020886,0.00002074714,0.00002578614,0.009068462,5.158276e-7,0.0001078648,0.00002497649,0.000152139,0.001745262],"study_design_scores_gemma":[0.003717851,0.0001707632,0.9858915,0.006054942,0.00003374909,0.00002959959,0.0004943681,0.0001641413,0.00197082,0.0001613103,0.001161869,0.0001490924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674578,0.009631412,0.0001020409,0.02230581,0.0001375079,0.000198581,0.00004145825,0.00002504779,0.0001003458],"genre_scores_gemma":[0.9969243,0.0002537561,0.00005975127,0.002119594,0.0005977338,0.000001387651,0.00002457895,0.00001365335,0.000005178932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946657,"threshold_uncertainty_score":0.5047987,"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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