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Umbrella reviews: what they are and why we need them
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“First, umbrella reviews aim to present an overview of findings from systematic reviews [282], making conclusions reliant on the quality and accuracy of reporting of included reviews and necessarily resulting in some loss of nuance when findings are pooled.”
From Implementation of Telemental Health Services Before COVID-19: Rapid Umbrella Review of Systematic Reviews (2021) · cites this paper as [282]
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Metadata
- Authors
- Papatheodorou, S.
- Affiliations
- Harvard University (US)
- Corresponding author
- Papatheodorou, Stefania
- Venue
- European Journal of Epidemiology
- Published
- 2019-03-09
- Volume
- 34
- Issue
- 6
- Pages
- 543-546
- ISSN
- 0393-2990 (ISSN-L)
- 1573-7284
- OpenAlex
- W2921494313
- Cited by
- 201
- References
- 46
- Citations by year
- 2026: 21 · 2025: 34 · 2024: 37 · 2023: 35 · 2022: 26 · 2021: 32 · 2020: 11 · 2019: 4
- FWCI
- 12.24
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- European Journal of Epidemiology (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Physical Sciences › Mathematics › Statistics and Probability › Statistical Methods in Epidemiology
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Clinical practice guidelines implementation
- Keywords
- umbrella review, systematic reviews, review methodology, meta-analysis, evidence synthesis
- MeSH terms
- Systematic Reviews as Topic, Humans, Epidemiologic Studies, PubMed
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.
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 ›
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