ArticleProceedings of the National Academy of Sciences of the United States of America2021
Epidemic tracking and forecasting: Lessons learned from a tumultuous year.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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
13 citing papers in PubMed.
- Proteomics in the Diagnosis of Viral and Pathogenic Infections.Advances in experimental medicine and biology · 2026Review
- The tale of two assumptions: incorporating healthcare-seeking behaviour in epidemic forecasting.BMC infectious diseases · 2025Article
- Spatio-temporal forecasting of COVID-19 cases in the Netherlands for source and contact tracing.International journal of population data science · 2025Article
- Bias-Adjusted Predictions of County-Level Vaccination Coverage from the COVID-19 Trends and Impact Survey.Medical decision making : an international journal of the Society for Medical Decision Making · 2024Article
- "Back to the future" projections for COVID-19 surges.PloS one · 2024Article
- Estimating national and state-level suicide deaths using a novel online symptom search data source.Journal of affective disorders · 2023Article
- Wastewater-based epidemiology predicts COVID-19-induced weekly new hospital admissions in over 150 USA counties.Nature communications · 2023Article
- Assessing the accuracy of California county level COVID-19 hospitalization forecasts to inform public policy decision making.BMC public health · 2023Article
- A semi-empirical risk panel to monitor epidemics: multi-faceted tool to assist healthcare and public health professionals.Frontiers in public health · 2023Article
- Sources, diffusion and prediction in COVID-19 pandemic: lessons learned to face next health emergency.AIMS public health · 2023Review
- The role of models in the covid-19 pandemic.Israel journal of health policy research · 2022Article
- Enhancing long-term forecasting: Learning from COVID-19 models.PLoS computational biology · 2022Article
- COVIDNearTerm: A simple method to forecast COVID-19 hospitalizations.Journal of clinical and translational science · 2022Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
PubMed holds no abstract for this paper.
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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.