{"id":"W4234072484","doi":"10.3410/f.735346535.793561284","title":"Faculty Opinions recommendation of Global, regional, and national burden of neurological disorders, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016.","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Student Research Committee, Tabriz University of Medical Sciences; Instituto de Salud Carlos III; Institute for Physical Activity and Nutrition; University of California, Irvine; Medical School, University of Michigan; National Institutes of Health; Cochrane South Africa; Maurice Wilkins Centre for Molecular Biodiscovery; Háskólinn í Reykjavík; Kurdistan University Of Medical Sciences; Lorestan University of Medical Sciences; Alexandria University; Mansoura University; International Centre for Diarrhoeal Disease Research, Bangladesh; Lee Kong Chian School of Medicine, Nanyang Technological University; The Wellcome Trust DBT India Alliance; Università degli Studi di Messina; Nanjing University; Addis Ababa University; Fujita Health University; University of Gondar; Ilam University; National Institute of Neurological Disorders and Stroke; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of South Africa; University of the Philippines; National Research University Higher School of Economics; University of Cape Town; Hospital for Sick Children; Rijksuniversiteit Groningen; Wuhan University; Högskolan Dalarna; Australian National University; Universitair Medisch Centrum Groningen; Qazvin University of Medical Sciences; Directorate for Biological Sciences; Göteborgs Universitet; Technische Universität München; Uniwersytet Łódzki; Universidade de São Paulo; Charotar University of Science and Technology; Taipei Medical University; Universiti Sains Malaysia; Universiti Kebangsaan Malaysia; Public Health Agency; Ministério da Educação; Kuwait University; King Khalid University; San Diego State University; Isfahan University of Medical Sciences; Ilam University of Medical Sciences; Dezful University of Medical Sciences; Fudan University; Islamic Azad University; Biomedical Research Council; Universitätsklinikum Heidelberg; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; King Saud University; Ain Shams University; Ministerio de Economía y Competitividad; Bundesministerium für Bildung und Forschung; National Center of Neurology and Psychiatry; Alexander von Humboldt-Stiftung; Mashhad University of Medical Sciences; University of Hull; Public Health England; National Health and Medical Research Council; Academia Sinica; National Natural Science Foundation of China; Universidad de Costa Rica; Deakin University; University of New South Wales; Xiamen University; University of Pennsylvania; Université de Bourgogne; University of Dhaka; Cancer Society of New Zealand; Brien Holden Vision Institute; Imperial College London; King's College London; Universidade Federal de Santa Catarina; Sanjay Gandhi Postgraduate Institute of Medical Sciences; University of Toronto; Generalitat Valenciana; U.S. Department of Defense; La Trobe University; National University of Singapore; National Institute for Health and Care Research; Golestan University of Medical Sciences; National Research Foundation; European Commission; Ahmadu Bello University; Institute of Biomedical Sciences, Academia Sinica; Universitas Negeri Semarang; Universität Ulm; Loma Linda University; University of Embu; Fundação para a Ciência e a Tecnologia; Aksum University; Australian Government; Wellcome Trust; Trường Đại học Duy Tân; Iran University of Medical Sciences; University Of Nigeria Nsukka; Università di Bologna; Ministério da Educação e Ciência; Birmingham City University; Universitat de València; Uniwersytet Jagielloński Collegium Medicum; University College London; Kermanshah University of Medical Sciences; Public Health Agency of Canada; Jazan University; Kyung Hee University; Babol University of Medical Sciences; York University; Harvard University; Jimma University; Deutsches Krebsforschungszentrum; Bundesministerium für Gesundheit; Nanyang Technological University; University of Otago; Department of Biotechnology, Ministry of Science and Technology, India; Case Western Reserve University; Danmarks Grundforskningsfond; Hamad Medical Corporation; Centro de Investigación Biomédica en Red de Salud Mental; High Blood Pressure Research Council of Australia; University of Technology Sydney; Medical Research Council; Durban University of Technology; Alborz University of Medical Sciences; Northwestern University; University of Oxford; McMaster University; Karolinska Institutet; Yale University; Bournemouth University; Bill and Melinda Gates Foundation; Western Sydney University; University of Auckland","keywords":"Medicine; Years of potential life lost; Disease; Disease burden; Incidence (geometry); Burden of disease; Pediatrics; Comorbidity; Migraine; Population; Psychiatry; Environmental health; Life expectancy; Pathology","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":[0.001222744,0.0004754419,0.001731618,0.0002127207,0.0001391452,0.00004727446,0.0009923769,0.0003255412,0.00008866638],"category_scores_gemma":[0.005302677,0.0002425861,0.001026231,0.002180988,0.0004023147,0.0001373254,0.0002915919,0.0002783139,0.000005371836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009201359,"about_ca_system_score_gemma":0.0005917805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001988877,"about_ca_topic_score_gemma":0.00001030048,"domain_scores_codex":[0.994937,0.0004998987,0.001933629,0.0006176072,0.001766589,0.0002452508],"domain_scores_gemma":[0.991824,0.0005186155,0.002342775,0.001352271,0.003719849,0.0002424923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001603146,0.001553271,0.0007579448,0.03792614,0.002878829,1.240023e-7,0.0001188188,0.000003025762,5.894492e-8,0.000319871,0.9561358,0.0001458076],"study_design_scores_gemma":[0.002517588,0.0007707615,0.02515987,0.0264636,0.005489297,0.00001074237,0.0002366888,0.0002814359,5.572406e-8,0.0002579358,0.9385905,0.0002215192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002741935,0.004248638,0.00009432531,0.1118122,0.0002715363,0.005406737,0.8781074,0.00001132202,0.00002038924],"genre_scores_gemma":[0.001556934,0.0008497422,0.0001868312,0.0008308692,0.0001000927,0.000546893,0.9957461,0.00001314316,0.0001693738],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1176387,"threshold_uncertainty_score":0.9892374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106893907912124,"score_gpt":0.3730199860246357,"score_spread":0.3319510469455145,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}