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Global, Regional, and National Incidence, Prevalence, and Years Lived With Disability for 354 Diseases and Injuries for 195 Countries and Territories, 1990–2017: A Systematic Analysis for the Global Burden of Disease Study 2017
Bibliographic record
VenueAUT Scholarly Commons · 2018
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsnot available
FundersNIH Clinical CenterNational Institute on Deafness and Other Communication DisordersNational Institute of Mental HealthFaculty of Medicine and Health, University of SydneyDipartimento di Medicina e Chirurgia, Università degli Studi di Milano-BicoccaNIHR Oxford Biomedical Research CentreBiomedical Research CouncilInstituto de Salud Carlos IIIQueensland Brain InstituteSydney Medical SchoolMedical Research CouncilDepartment of Global Health and Population, Harvard T.H. Chan School of Public HealthUniversity of Colorado DenverUniversity of California, IrvineJohns Hopkins Bloomberg School of Public HealthUniversity of North Carolina at Chapel HillUniformed Services University of the Health SciencesUniversity of California, Los AngelesCollege of Engineering, Michigan State UniversityCenters for Disease Control and PreventionUniwersytet OpolskiDebre Tabor UniversityDamietta UniversityUniversity of PeradeniyaGeorge Institute for Global HealthAlfaisal UniversityUniversidade do PortoUniversitas Muhammadiyah SurakartaI.M. Sechenov First Moscow State Medical UniversityKurdistan University Of Medical SciencesLorestan University of Medical SciencesUniversity of ThessalyMcGill UniversityAlexandria UniversityUniversidade Federal do Rio Grande do SulUniversity of ColomboMansoura UniversityInternational Centre for Diarrhoeal Disease Research, BangladeshUniversity of Social Welfare and Rehabilitation SciencesChungnam National UniversityNanjing UniversityWestern Sydney UniversityTartu ÜlikoolShiraz University of Medical SciencesFakultet Medicinskih Nauka, Univerziteta U KragujevcuUniversitatea de Medicină şi Farmacie "Carol Davila" BucureştiChungnam National University HospitalUniversity of the PhilippinesUniversity of OtagoUniversità degli Studi di MilanoPomorski Uniwersytet Medyczny W SzczecinieUniversidade Federal de Minas GeraisCarolina Population Center, University of North Carolina at Chapel HillUniversity of OxfordMenzies Health Institute QueenslandNational Research University Higher School of EconomicsUniversity of Cape TownAddis Ababa UniversityUniversità degli Studi di SalernoCentro de Investigación Biomédica en Red de Salud MentalUniversity of DhakaAristotle University of ThessalonikiLee Kong Chian School of Medicine, Nanyang Technological UniversityMedical University - VarnaUniversità di BolognaUniversity of Health and Allied SciencesUniversidade de LisboaDirectorate for Biological SciencesDebre Markos UniversityFlinders UniversityUniversität BielefeldUniversidade de São PauloHacettepe ÜniversitesiQueensland University of TechnologyUniversidad de Costa RicaUmeå UniversitetChinese University of Hong KongMinistry of Health and Medical EducationHaramaya UniversityXiamen UniversityTechnische Universität MünchenUniversité de BourgogneNational Taiwan UniversityTehran University of Medical Sciences and Health ServicesChinese Center for Disease Control and PreventionTel Aviv UniversityAmerican University of BeirutVetenskapsrådetUniversidad Autónoma MetropolitanaSeoul National University HospitalUniversità degli Studi di FirenzeBispebjerg HospitalTsinghua UniversityKing Fahd University of Petroleum and MineralsKarolinska InstitutetUniversiti MalayaIsfahan University of Medical SciencesUniversity College LondonKorea Health Industry Development InstituteKarl-Franzens-Universität GrazUniversitat de ValènciaHebrew University of JerusalemUniversity of CanberraCairo UniversityLunds UniversitetWolkite UniversityDonau-Universität KremsNorthwestern UniversityUniversity of WashingtonUniversity of BristolUniversidad Nacional de ColombiaAin Shams UniversityNational Drug and Alcohol Research CentreFriedrich-Schiller-Universität JenaNational and Kapodistrian University of AthensThomas Jefferson UniversityLaboratório Associado para a Química VerdeUniversity of MelbourneUniversity of New South WalesCleveland ClinicUniversity College CorkSwansea UniversityTrường Đại học Nguyễn Tất ThànhNational Institutes of HealthBanaras Hindu UniversityNational University of SingaporeStudent Research Committee, Tabriz University of Medical SciencesFrankfurt University of Applied SciencesLa Trobe UniversityCochrane South AfricaImperial College LondonPublic Health EnglandAustralian Catholic UniversityChalmers Tekniska HögskolaUniwersytet Jagielloński Collegium MedicumShiraz UniversityKing's College LondonJackson State UniversityUniversity of SouthamptonUniversity of LeicesterUniversity of QueenslandNational Institute for Health and Care ResearchUniversity of South FloridaUniversity of NamibiaUniwersytet ŁódzkiMaragheh University of Medical SciencesNational Center of Neurology and PsychiatryTribhuvan UniversityWorld Health OrganizationUrmia UniversityUniversity of EmbuUniversitas Negeri SemarangAhmadu Bello UniversityInyuvesi Yakwazulu-NataliAnglia Ruskin UniversityQueen Elizabeth Hospital Birmingham CharityUniversiti Sains MalaysiaUniversity of CreteCurtin University of TechnologyBill and Melinda Gates FoundationWuhan UniversityHögskolan DalarnaDuke Kunshan UniversityRede de Química e TecnologiaTulane UniversityArak University of Medical SciencesKorea UniversityWellcome TrustOhio State UniversityJohns Hopkins UniversityNational Center for Global Health and MedicineGriffith UniversityMuhimbili University of Health and Allied SciencesApplied Molecular Biosciences UnitIran University of Medical SciencesSaint Paul's Hospital Millennium Medical CollegeLondon School of Economics and Political SciencePublic Health Agency of CanadaAksum UniversityUniversidade Federal de SergipeUniversity of California, San DiegoHamadan University of Medical SciencesSouth Australian Health and Medical Research InstituteSamara UniversityJordan University of Science and TechnologyNational Cerebral and Cardiovascular CenterNational Health Research InstitutesUniversity of West FloridaU.S. Department of Veterans AffairsNorwegian Institute of Public HealthUnited Nations Population FundRafsanjan University of Medical SciencesSeattle Children's Research InstituteYale UniversityJimma UniversityHarvard UniversityDeutsches KrebsforschungszentrumKyung Hee UniversitySeoul National UniversityBurnet InstituteUniversity of RochesterNanyang Technological UniversityAuckland University of Technology, New ZealandPublic Health AgencyUniverzita Komenského v BratislaveKaiser PermanenteUniversity of AlbertaUniversity of LouisvilleTampereen YliopistoDuke Global Health Institute, Duke UniversityUniversitetet i BergenNova Southeastern UniversityInstitut National de la Santé et de la Recherche MédicaleArizona State UniversityBundesministerium für GesundheitBrandeis UniversityUniversidad de ChileUniversity of BernEmory UniversityHelsingin YliopistoRMIT UniversityMedizinische Universität GrazBahir Dar UniversityNational Center for Child Health and DevelopmentSimmons CollegeBirmingham City UniversitySavitribai Phule Pune UniversityBabol University of Medical SciencesMichigan State UniversityUniversity of GlasgowTrường Đại học Duy Tân
KeywordsBurden of diseaseDiseasePoison controlDisease burdenMEDLINEEpidemiologyPublic healthSystematic review
DOInot available
Abstract
No abstract in any covered source. Its absence is recorded, not treated as a negative.
No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.014
Threshold uncertainty score0.500
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
Opus teacher head0.031
GPT teacher head0.325
Teacher spread0.294 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".
Quick stats
Citations0
Published2018
Admission routes1
Has abstractno