Cited by 11,805Cardiovascular Health and Risk FactorsGlobal Public Health Policies and EpidemiologyGlobal Health and Epidemiology

The DOI matches its Crossref record; 192 of the 199 references it cites were found in a registry or an index; 1 of the 70 sources its claims cite were checked for support.

A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010

Open access
Lim, Stephen S, Vos, Theo, Flaxman, Abraham D, Danaei, Goodarz, Shibuya, Kenji, Adair-Rohani, Heather, AlMazroa, Mohammad A, Amann, Markus, Anderson, H Ross, Andrews, Kathryn G, Aryee, Martin, Atkinson, Charles, Bacchus, Loraine J, Bahalim, Adil N, Balakrishnan, Kalpana, Balmes, John, Barker-Collo, Suzanne, Baxter, Amanda, Bell, Michelle L, Blore, Jed D, Blyth, Fiona, Bonner, Carissa, Borges, Guilherme, Bourne, Rupert, Boussinesq, Michel, Brauer, Michael, Brooks, Peter, Bruce, Nigel G, Brunekreef, Bert, Bryan-Hancock, Claire, Bucello, Chiara, Buchbinder, Rachelle, Bull, Fiona, Burnett, Richard T, Byers, Tim E, Calabria, Bianca, Carapetis, Jonathan, Carnahan, Emily, Chafe, Zoe, Charlson, Fiona, Chen, Honglei, Chen, Jian Shen, Cheng, Andrew Tai-Ann, Child, Jennifer Christine, Cohen, Aaron, Colson, K Ellicott, Cowie, Benjamin C, Darby, Sarah, Darling, Susan, Davis, Adrian, Degenhardt, Louisa, Dentener, Frank, Des Jarlais, Don C, Devries, Karen, Dherani, Mukesh, Ding, Eric L, Dorsey, E Ray, Driscoll, Tim, Edmond, Karen, Ali, Suad Eltahir, Engell, Rebecca E, Erwin, Patricia J, Fahimi, Saman, Falder, Gail, Farzadfar, Farshad, Ferrari, Alize, Finucane, Mariel M, Flaxman, Seth, Fowkes, Francis Gerry R, Freedman, Greg, Freeman, Michael K, Gakidou, Emmanuela, Ghosh, Santu, Giovannucci, Edward, Gmel, Gerhard, Graham, Kathryn, Grainger, Rebecca, Grant, Bridget, Gunnell, David, Gutierrez, Hialy R, Hall, Wayne, Hoek, Hans W, Hogan, Anthony, Hosgood, H Dean, Hoy, Damian, Hu, Howard, Hubbell, Bryan J, Hutchings, Sally J, Ibeanusi, Sydney E, Jacklyn, Gemma L, Jasrasaria, Rashmi, Jonas, Jost B, Kan, Haidong, Kanis, John A, Kassebaum, Nicholas, Kawakami, Norito, Khang, Young-Ho, Khatibzadeh, Shahab, Khoo, Jon-Paul, Kok, Cindy, Laden, Francine, Lalloo, Ratilal, Lan, Qing, Lathlean, Tim, Leasher, Janet L, Leigh, James, Li, Yang, Lin, John Kent, Lipshultz, Steven E, London, Stephanie, Lozano, Rafael, Lu, Yuan, Mak, Joelle, Malekzadeh, Reza, Mallinger, Leslie, Marcenes, Wagner, March, Lyn, Marks, Robin, Martin, Randall, McGale, Paul, McGrath, John, Mehta, Sumi, Memish, Ziad A, Mensah, George A, Merriman, Tony R, Micha, Renata, Michaud, Catherine, Mishra, Vinod, Hanafiah, Khayriyyah Mohd, Mokdad, Ali A, Morawska, Lidia, Mozaffarian, Dariush, Murphy, Tasha, Naghavi, Mohsen, Neal, Bruce, Nelson, Paul K, Nolla, Joan Miquel, Norman, Rosana, Olives, Casey, Omer, Saad B, Orchard, Jessica, Osborne, Richard, Ostro, Bart, Page, Andrew, Pandey, Kiran D, Parry, Charles DH, Passmore, Erin, Patra, Jayadeep, Pearce, Neil, Pelizzari, Pamela M, Petzold, Max, Phillips, Michael R, Pope, Dan, Pope, C Arden, Powles, John, Rao, Mayuree, Razavi, Homie, Rehfuess, Eva A, Rehm, Jürgen T, Ritz, Beate, Rivara, Frederick P, Roberts, Thomas, Robinson, Carolyn, Rodriguez-Portales, Jose A, Romieu, Isabelle, Room, Robin, Rosenfeld, Lisa C, Roy, Ananya, Rushton, Lesley, Salomon, Joshua A, Sampson, Uchechukwu, Sanchez-Riera, Lidia, Sanman, Ella, Sapkota, Amir, Seedat, Soraya, Shi, Peilin, Shield, Kevin, Shivakoti, Rupak, Singh, Gitanjali M, Sleet, David A, Smith, Emma, Smith, Kirk R, Stapelberg, Nicolas JC, Steenland, Kyle, Stöckl, Heidi, Stovner, Lars Jacob, Straif, Kurt, Straney, Lahn, Thurston, George D, Tran, Jimmy H, Van Dingenen, Rita, van Donkelaar, Aaron, Veerman, J Lennert, Vijayakumar, Lakshmi, Weintraub, Robert, Weissman, Myrna M, White, Richard A, Whiteford, Harvey, Wiersma, Steven T, Wilkinson, James D, Williams, Hywel C, Williams, Warwick, Wilson, Nicholas, Woolf, Anthony D, Yip, Paul, Zielinski, Jan M, Lopez, Alan D, Murray, Christopher JL, Ezzati, Majid·2012·The Lancet

Abstract

Background Quantification of the disease burden caused by different risks informs prevention by providing an account of health loss different to that provided by a disease-by-disease analysis. No complete revision of global disease burden caused by risk factors has been done since a comparative risk assessment in 2000, and no previous analysis has assessed changes in burden attributable to risk factors over time.Methods We estimated deaths and disability-adjusted life years (DALYs; sum of years lived with disability [YLD] and years of life lost [YLL]) attributable to the independent effects of 67 risk factors and clusters of risk factors for 21 regions in 1990 and 2010. We estimated exposure distributions for each year, region, sex, and age group, and relative risks per unit of exposure by systematically reviewing and synthesising published and unpublished data. We used these estimates, together with estimates of cause-specific deaths and DALYs from the Global Burden of Disease Study 2010, to calculate the burden attributable to each risk factor exposure compared with the theoretical-minimum-risk exposure. We incorporated uncertainty in disease burden, relative risks, and exposures into our estimates of attributable burden.Findings In 2010, the three leading risk factors for global disease burden were high blood pressure (7·0% [95% uncertainty interval 6·2-7·7] of global DALYs), tobacco smoking including second-hand smoke (6·3% [5·5-7·0]), and alcohol use (5·5% [5·0-5·9]). In 1990, the leading risks were childhood underweight (7·9% [6·8-9·4]), household air pollution from solid fuels (HAP; 7·0% [5·6-8·3]), and tobacco smoking including second-hand smoke (6·1% [5·4-6·8]). Dietary risk factors and physical inactivity collectively accounted for 10·0% (95% UI 9·2-10·8) of global DALYs in 2010, with the most prominent dietary risks being diets low in fruits and those high in sodium. Several risks that primarily affect childhood communicable diseases, including unimproved water and sanitation and childhood micronutrient deficiencies, fell in rank between 1990 and 2010, with unimproved water and sanitation accounting for 0·9% (0·4-1·6) of global DALYs in 2010. However, in most of sub-Saharan Africa childhood underweight, HAP, and non-exclusive and discontinued breastfeeding were the leading risks in 2010, while HAP was the leading risk in south Asia. The leading risk factor in Eastern Europe, most of Latin America, and southern sub-Saharan Africa in 2010 was alcohol use; in most of Asia, North Africa and Middle East, and central Europe it was high blood pressure. Despite declines, tobacco smoking including second-hand smoke remained the leading risk in high-income north America and western Europe. High body-mass index has increased globally and it is the leading risk in Australasia and southern Latin America, and also ranks high in other high-income regions, North Africa and Middle East, and Oceania.Interpretation Worldwide, the contribution of different risk factors to disease burden has changed substantially, with a shift away from risks for communicable diseases in children towards those for non-communicable diseases in adults. These changes are related to the ageing population, decreased mortality among children younger than 5 years, changes in cause-of-death composition, and changes in risk factor exposures. New evidence has led to changes in the magnitude of key risks including unimproved water and sanitation, vitamin A and zinc deficiencies, and ambient particulate matter pollution. The extent to which the epidemiological shift has occurred and what the leading risks currently are varies greatly across regions. In much of sub-Saharan Africa, the leading risks are still those associated with poverty and those that affect children.Funding Bill & Melinda Gates Foundation.

Overview

Integrity signals

Registry

Crossref · 10.1016/s0140-6736(12)61766-8

Cites

192 of 192 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

106 Own result · 50 Own method · 46 Not checked yet · 29 Own interpretation · 21 No basis given · 1 Partly supported · accuracy not yet measured

Verify all 69 references — free account

Show all 120 claims

  • It may state two separate claims as one. 92
  • Probably not a substantial claim. 78
  • The quote only partly states this claim. 2
133 of 133
  • The paper relies on this without support.

    Before this study, no full update of worldwide risk-attributable disease burden had appeared since the 2000 comparative risk assessment.

    “No complete revision of global disease burden caused by risk factors has been done since a comparative risk assessment in 2000”
  • The paper relies on this without support.

    Earlier work had not examined how risk-attributable burden changed over time.

    “no previous analysis has assessed changes in burden attributable to risk factors over time.”
  • The authors state this as an assumption.

    When only one outcome's relative risk was available, the authors assumed it held for the other outcome unless evidence indicated otherwise.

    “In these cases, we assumed that the reported RR would apply equally to morbidity or mortality, unless evidence suggested a differential effect.”
  • The authors state this as an assumption.

    Individual dietary component relative risks combine multiplicatively.

    “assuming a multiplicative relation between RRs for individual components”
  • The paper relies on this without support.

    High body-mass index acts in part via blood pressure, total cholesterol, and fasting plasma glucose.

    “For example, the effects of high body-mass index are partly mediated through high blood pressure, high total cholesterol, and high fasting plasma glucose”
  • The paper relies on this without support.

    Solid-fuel household air pollution adds to ambient fine particulate pollution.

    “and household air pollution from solid fuels (wood, crop, residues, animal dung, charcoal, and coal) contributes to ambient particulate matter pollution.”
  • The authors state this as an assumption.

    Risk factors within a cluster are independent, with no mediation, exposure correlation, or effect-size modification between them.

    “This approach assumes that risk factors are independent—ie, it does not account for mediation, exposure correlation, or effect size modification that might exist between risk factors in a cluster.155”
    “we have approximated the joint effects of clusters of risk factors assuming that risk factors included in each cluster are independent.”
  • The authors state this as an assumption.

    Uncertainties in exposure, relative risk, and underlying burden attributable to the outcome are independent, except where correlation structure was explicitly modelled.

    “We otherwise assumed that the uncertainties in exposure, RR, and underlying burden attributable to the outcome were independent.”
  • The authors state this as an assumption.

    For clusters of risk factors, the joint effects were approximated by treating risk factors within each cluster as independent.

    “For clusters of risk factors we have approximated the joint effects, assuming that risk factors within each cluster are independent.”
9 of 9

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

2 of 2

Citations

Cites

Show all 199 references

Research works printed but not linked: 1

  1. Burnett RT, Pope 3rd CA, Ezzati M, et al. A unified risk function for estimating the global burden of mortality attributable to fine particulate matter exposure (in press).

Cited by

Sorted by citations

Items 301–400 of 420

Metadata

Authors
Lim, S. S., Vos, T., Flaxman, A. D., Danaei, G., Shibuya, K., Adair-Rohani, H., AlMazroa, M. A., Amann, M., Anderson, H. R., Andrews, K. G., Aryee, M., Atkinson, C., Bacchus, L. J., Bahalim, A. N., Balakrishnan, K., Balmes, J., Barker-Collo, S., Baxter, A., Bell, M. L., Blore, J. D., Blyth, F., Bonner, C., Borges, G., Bourne, R., Boussinesq, M., Brauer, M., Brooks, P., Bruce, N. G., Brunekreef, B., Bryan-Hancock, C., Bucello, C., Buchbinder, R., Bull, F., Burnett, R. T., Byers, T. E., Calabria, B., Carapetis, J., Carnahan, E., Chafe, Z., Charlson, F., Chen, H., Chen, J. S., Cheng, A. T.-A., Child, J. C., Cohen, A., Colson, K. E., Cowie, B. C., Darby, S., Darling, S., Davis, A., Degenhardt, L., Dentener, F., Des Jarlais, D. C., Devries, K., Dherani, M., Ding, E. L., Dorsey, E. R., Driscoll, T., Edmond, K., Ali, S. E., Engell, R. E., Erwin, P. J., Fahimi, S., Falder, G., Farzadfar, F., Ferrari, A., Finucane, M. M., Flaxman, S., Fowkes, F. G. R., Freedman, G., Freeman, M. K., Gakidou, E., Ghosh, S., Giovannucci, E., Gmel, G., Graham, K., Grainger, R., Grant, B., Gunnell, D., Gutierrez, H. R., Hall, W., Hoek, H. W., Hogan, A., Hosgood, H. D., Hoy, D., Hu, H., Hubbell, B. J., Hutchings, S. J., Ibeanusi, S. E., Jacklyn, G. L., Jasrasaria, R., Jonas, J. B., Kan, H., Kanis, J. A., Kassebaum, N., Kawakami, N., Khang, Y.-H., Khatibzadeh, S., Khoo, J.-P., Kok, C., Laden, F., Lalloo, R., Lan, Q., Lathlean, T., Leasher, J. L., Leigh, J., Li, Y., Lin, J. K., Lipshultz, S. E., London, S., Lozano, R., Lu, Y., Mak, J., Malekzadeh, R., Mallinger, L., Marcenes, W., March, L., Marks, R., Martin, R., McGale, P., McGrath, J., Mehta, S., Memish, Z. A., Mensah, G. A., Merriman, T. R., Micha, R., Michaud, C., Mishra, V., Hanafiah, K. M., Mokdad, A. A., Morawska, L., Mozaffarian, D., Murphy, T., Naghavi, M., Neal, B., Nelson, P. K., Nolla, J. M., Norman, R., Olives, C., Omer, S. B., Orchard, J., Osborne, R., Ostro, B., Page, A., Pandey, K. D., Parry, C. D., Passmore, E., Patra, J., Pearce, N., Pelizzari, P. M., Petzold, M., Phillips, M. R., Pope, D., Pope, C. A., Powles, J., Rao, M., Razavi, H., Rehfuess, E. A., Rehm, J. T., Ritz, B., Rivara, F. P., Roberts, T., Robinson, C., Rodriguez-Portales, J. A., Romieu, I., Room, R., Rosenfeld, L. C., Roy, A., Rushton, L., Salomon, J. A., Sampson, U., Sanchez-Riera, L., Sanman, E., Sapkota, A., Seedat, S., Shi, P., Shield, K., Shivakoti, R., Singh, G. M., Sleet, D. A., Smith, E., Smith, K. R., Stapelberg, N. J., Steenland, K., Stöckl, H., Stovner, L. J., Straif, K., Straney, L., Thurston, G. D., Tran, J. H., Van Dingenen, R., van Donkelaar, A., Veerman, J. L., Vijayakumar, L., Weintraub, R., Weissman, M. M., White, R. A., Whiteford, H., Wiersma, S. T., Wilkinson, J. D., Williams, H. C., Williams, W., Wilson, N., Woolf, A. D., Yip, P., Zielinski, J. M., Lopez, A. D., Murray, C. J., & Ezzati, M.
Affiliations
  • University of Washington (US)
  • The University of Queensland (AU)
  • Institute for Health Metrics and Evaluation (US)
  • Harvard University (US)
  • Ministry of Health (SA)
  • International Institute for Applied Systems Analysis (AT)
  • St George's, University of London (GB)
  • London School of Hygiene & Tropical Medicine (GB)
  • Sri Ramachandra Institute of Higher Education and Research (IN)
  • University of California, Berkeley (US)
  • University of Auckland (NZ)
  • Queensland Centre for Mental Health Research (AU)
  • Yale University (US)
  • The University of Sydney (AU)
  • Anglia Ruskin University (GB)
  • Institut de Recherche pour le Développement (FR)
  • University of British Columbia (CA)
  • The University of Melbourne (AU)
  • University of Liverpool (GB)
  • Utrecht University (NL)
  • The University of Western Australia (AU)
  • Health Canada (CA)
  • Colorado School of Public Health (US)
  • National Institute of Environmental Health Sciences (US)
  • Institute of Biomedical Sciences, Academia Sinica (TW)
  • Health Effects Institute (US)
  • University of Oxford (GB)
  • Medical Research Council (GB)
  • National Drug and Alcohol Research Centre (AU)
  • European Commission (BE)
  • Johns Hopkins University (US)
  • Mayo Clinic (US)
  • University of Cambridge (GB)
  • Tehran University of Medical Sciences (IR)
  • Carnegie Mellon University (US)
  • Addiction Switzerland (CH)
  • Centre for Addiction and Mental Health (CA)
  • National Institutes of Health (US)
  • University of Bristol (GB)
  • Parnassia Groep (NL)
  • Australian National University (AU)
  • Monash University (AU)
  • University of Toronto (CA)
  • Environmental Protection Agency (US)
  • Imperial College London (GB)
  • University of Port Harcourt (NG)
  • Heidelberg University (DE)
  • Fudan University (CN)
  • The University of Tokyo (JP)
  • University of Ulsan (KR)
  • Spinal Cord Injury Ontario (CA)
  • Nova Southeastern University (US)
  • University of Miami (US)
  • Digestive Disease Research Institute (IR)
  • Queen Mary University of London (GB)
  • Dalhousie University (CA)
  • Alfaisal University (SA)
  • University of Cape Town (ZA)
  • University of Otago (NZ)
  • Agricultural University of Athens (GR)
  • China Medical Board (US)
  • United Nations (US)
  • The George Institute for Global Health (AU)
  • Emory University (US)
  • Deakin University (AU)
  • California Environmental Protection Agency (US)
  • World Bank (US)
  • South African Medical Research Council (ZA)
  • St. Michael's Hospital (CA)
  • Centers for Medicare and Medicaid Services (US)
  • University of Gothenburg (SE)
  • Shanghai Jiao Tong University (CN)
  • Brigham Young University (US)
  • Center for Disease Analysis (US)
  • Ludwig-Maximilians-Universität München (DE)
  • University of California, Los Angeles (US)
  • Pontificia Universidad Católica de Chile (CL)
  • Centre international de recherche sur le cancer (FR)
  • Vanderbilt University (US)
  • University of Maryland, Baltimore (US)
  • Stellenbosch University (ZA)
  • National Center for Injury Prevention and Control (US)
  • Northern Sydney Local Health District (AU)
  • Griffith University (AU)
  • Norwegian University of Science and Technology (NO)
  • Royal Children's Hospital (AU)
  • Columbia University (US)
  • Centers for Disease Control and Prevention (US)
  • University of Nottingham (GB)
  • National Acoustic Laboratories (AU)
  • University of Hong Kong (HK)
Corresponding author
Lim, Stephen S
ORCID
Venue
The Lancet
Publisher
Elsevier BV
Published
2012-12
Volume
380
Issue
9859
Pages
2224-2260
ISSN
  • 0099-5355 (ISSN-L)
  • 0140-6736
OpenAlex
W2110052313
Cited by
11,805
References
199
Citations by year
2026: 140 · 2025: 304 · 2024: 462 · 2023: 616 · 2022: 719 · 2021: 932 · 2020: 983 · 2019: 1040 · 2018: 1145 · 2017: 1249 · 2016: 1289 · 2015: 1280 · 2014: 1055 · 2013: 544 · 2012: 17
FWCI
596.11
Type
journal article
Language
en
Open access
Locations
  • The Lancet (publishedVersion)
  • PubMed (publishedVersion)
  • UWA Profiles and Research Repository (UWA) (acceptedVersion, cc-by-nc-nd)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
  • RECERCAT (Consorci de Serveis Universitaris de Catalunya) (acceptedVersion)
  • QUT ePrints (Queensland University of Technology) (submittedVersion, cc-by-nc-nd)
  • Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
  • NSUWorks (Nova Southeastern University) (submittedVersion)
  • Research Bank (Australian Catholic University) (submittedVersion)
  • Adelaide Research & Scholarship (AR&S) (University of Adelaide) (submittedVersion)
  • Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona) (submittedVersion, public-domain)
  • Deakin Research Online (Deakin University) (submittedVersion)
  • Utrecht University Repository (Utrecht University) (submittedVersion)
  • eScholarship (California Digital Library) (submittedVersion)
  • Institutional Repositories DataBase (IRDB) (submittedVersion, cc-by-nc-nd)
  • Research Portal (King's College London) (submittedVersion)
  • ANU Open Research (Australian National University) (submittedVersion)
  • IIASA PURE (International Institute of Applied Systems Analysis) (submittedVersion)
  • Bristol Research (University of Bristol) (submittedVersion)
  • Griffith Research Online (submittedVersion, cc-by-nc-nd)
  • Swinburne figshare (Swinburne University of Technology) (submittedVersion)
  • LSHTM Research Online (London School of Hygiene and Tropical Medicine) (submittedVersion)
  • Seoul National University Open Repository (Seoul National University) (submittedVersion)
Funders
  • U.S. Environmental Protection Agency (ES00260)
  • Bill and Melinda Gates Foundation
  • Robert Wood Johnson Foundation
  • Health Effects Institute
  • World Health Organization
  • William and Flora Hewlett Foundation
  • Vanderbilt University
  • Harvard University
  • Yeshiva University
  • University of Washington
  • Johns Hopkins University
  • Carnegie Mellon University
  • University of Otago
  • University of Ottawa
  • Anglia Ruskin University
  • Institute for Health Metrics and Evaluation
  • Cancer Research UK
  • National Institute for Health and Care Research
  • University of Warwick
  • Imperial College London
  • Imperial College Healthcare NHS Trust
  • University of Oxford
  • European Commission
  • University of Bristol
  • National Research Foundation
  • Rijksuniversiteit Groningen
  • Monash University
  • University of Melbourne
  • Academia Sinica
  • University of Ulsan
  • Bundesministerium für Gesundheit
  • Fudan University
  • University of Toronto
  • Department of Health, State Government of Victoria
  • Tehran University of Medical Sciences and Health Services
  • Universitair Medisch Centrum Groningen
  • Safe Work Australia
  • Sociedad Española de Reumatología
  • Foundation for Alcohol Research and Education
  • National Institutes of Health (2002-2004, ES00260.)
  • Centers for Disease Control and Prevention
  • Albert Einstein College of Medicine, Yeshiva University
  • Pan American Health Organization
  • Health Canada
  • Medical Research Council
  • Joint Research Centre
  • National Health and Medical Research Council
  • Health Research Council of New Zealand
  • Japan Society for the Promotion of Science (22390130)
  • National Institute for Materials Science
  • School of Public Health, Imperial College London
  • Institute of Biomedical Sciences, Academia Sinica
  • National Institute on Aging (RC1AG035616)
  • National Cancer Institute
  • National Institute of Diabetes and Digestive and Kidney Diseases (P30DK048520)
  • National Institute of Environmental Health Sciences (ES00260, P30ES000260)
  • Mailman School of Public Health, Columbia University
  • Division of Cancer Epidemiology and Genetics, National Cancer Institute
  • NHLBI Division of Intramural Research
Topics
  • Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Health and Risk Factors
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Global Public Health Policies and Epidemiology
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Global Health and Epidemiology
Keywords
risk factors, risk factor clustering, attributable burden, disability-adjusted life years, years of life lost, years lived with disability, hypertension, smoking, alcohol consumption, household air pollution, solid fuels, underweight children, dietary risk factors, physical inactivity, sodium intake, water and sanitation, child mortality, global burden of disease, relative risk, exposure distribution
MeSH terms
Adolescent, Adult, Age Factors, Aged, Aged, 80 and over, Child, Child, Preschool, Female, Humans, Infant, Infant, Newborn, Male, Middle Aged, Mortality, Risk Factors, Sex Factors, Global Health, Risk Assessment, Quality-Adjusted Life Years, Young Adult

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-09-28, under version 3 of the claim definition (prompt extract-v3).

A second model labelled each claim on 2026-09-28 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Cited sources are checked with a language model’s help (gpt-6-sol).

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review