ArticleNature medicine2021
Automated screening of COVID-19 preprints: can we help authors to improve transparency and reproducibility?
Article in Nature medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
29 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Building a synthesis-ready research ecosystem: fostering collaboration and open science to accelerate biomedical translation.BMC medical research methodology · 2025Pooled it
- Prevalence and predictors of data and code sharing in the medical and health sciences: systematic review with meta-analysis of individual participant data.BMJ (Clinical research ed.) · 2023Pooled it
- Article
- Reporting quality of quantitative polymerase chain reaction (qPCR) methods in scientific publications.Research integrity and peer review · 2026Article
- Use as directed? A comparison of software tools intended to check rigor and transparency of published work.PloS one · 2026Article
- SPIRIT-CONSORT-TM: a corpus for assessing transparency of clinical trial protocol and results publications.Scientific data · 2025Article
- Improving research transparency with individualized report cards: A feasibility study in clinical trials at a large university medical center.BMC medical research methodology · 2025Article
- SPIRIT-CONSORT-TM: a corpus for assessing transparency of clinical trial protocol and results publications.medRxiv : the preprint server for health sciences · 2025Article
- Text classification models for assessing the completeness of randomized controlled trial publications based on CONSORT reporting guidelines.Scientific reports · 2024Article
- Limiting open science? Three approaches to bottom-up governance of dual-use research of concern.Pathogens and global health · 2024Review
- Automatic categorization of self-acknowledged limitations in randomized controlled trial publications.Journal of biomedical informatics · 2024Article
- CONSORT-TM: Text classification models for assessing the completeness of randomized controlled trial publications.medRxiv : the preprint server for health sciences · 2024Article
- Retrieval augmented scientific claim verification.JAMIA open · 2024Article
- Comparing the prevalence of statistical reporting inconsistencies in COVID-19 preprints and matched controls: a registered report.Royal Society open science · 2023Article
- Fighting reviewer fatigue or amplifying bias? Considerations and recommendations for use of ChatGPT and other large language models in scholarly peer review.Research integrity and peer review · 2023Article
- Institutional dashboards on clinical trial transparency for University Medical Centers: A case study.PLoS medicine · 2023Article
- Fighting reviewer fatigue or amplifying bias? Considerations and recommendations for use of ChatGPT and other Large Language Models in scholarly peer review.Research square · 2023Article
- Implementing clinical trial data sharing requires training a new generation of biomedical researchers.Nature medicine · 2023Article
- Using an expert survey and user feedback to construct PRECHECK: A checklist to evaluate preprints on COVID-19 and beyond.F1000Research · 2023Article
- The use and acceptability of preprints in health and social care settings: A scoping review.PloS one · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
17 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.