ArticleNature communications2019
Using "outbreak science" to strengthen the use of models during epidemics.
Article in Nature communications, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 1 of them a synthesis 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
55 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Identification and evaluation of epidemic prediction and forecasting reporting guidelines: A systematic review and a call for action.Epidemics · 2020Pooled it
- Mechanics of pandemics.EClinicalMedicine · 2026Review
- Real-time analytical insights for disease surveillance and response during the severe drought and food security crisis, Somalia 2022-2023.Conflict and health · 2026Article
- Enhancing epidemic forecast usability for policymakers: A global mixed-methods study.PLOS global public health · 2026Article
- Impact of policy shifts and festival holidays on tuberculosis surveillance: a time-series analysis in Southwest China (2014-2024).Frontiers in public health · 2026Article
- Article
- Improving modelling for epidemic response: a progress update from a community of UK infectious disease modellers.Interface focus · 2025Article
- Understanding ecological systems using knowledge graphs: an application to highly pathogenic avian influenza.Bioinformatics advances · 2025Article
- Representations of an Ebola 'outbreak' through Story Technologies.BMJ global health · 2024Article
- An inaugural forum on epidemiological modeling for public health stakeholders in Arizona.Frontiers in public health · 2024Article
- Global dynamics and computational modeling for analyzing and controlling Hepatitis B: A novel epidemic approach.PloS one · 2024Article
- PanDa Game: Optimized Privacy-Preserving Publishing of Individual-Level Pandemic Data Based on a Game Theoretic Model.IEEE transactions on nanobioscience · 2023Article
- When the role of uncertainty is…uncertain.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- How to avoid a local epidemic becoming a global pandemic.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Predictors of the Public's Aversion to Patients Infected with COVID-19 in China: The Mediating Role of Negative Physiology.Healthcare (Basel, Switzerland) · 2022Article
- Addressing the socioeconomic divide in computational modeling for infectious diseases.Nature communications · 2022Article
- Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic.Journal of the American Medical Informatics Association : JAMIA · 2022Article
- Toward COVID-19 Contact Tracing though Wi-Fi Probes.Sensors (Basel, Switzerland) · 2022Article
- Mathematical Analysis of a COVID-19 Epidemic Model by Using Data Driven Epidemiological Parameters of Diseases Spread in India.Biophysics · 2022Article
- Association of COVID-19 with lifestyle behaviours and socio-economic variables in Turkey: An analysis of Google Trends.The International journal of health planning and management · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 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.