ArticleResults in physics2021
A modified
Article in Results in physics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 109 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
109 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Incorporating Social Determinants of Health in Infectious Disease Models: A Systematic Review of Guidelines.Medical decision making : an international journal of the Society for Medical Decision Making · 2024Pooled it
- Spatio-temporal epidemic forecasting with graph-based transformer.International journal of health geographics · 2026Article
- Modeling the effects of pandemics on physiology-related fertility decline in society.Frontiers in epidemiology · 2026Article
- A history-dependent approach for accurate initial condition estimation in epidemic models.PLoS computational biology · 2025Article
- Incorporating Additional Evidence as Prior Information to Resolve Non-Identifiability in Bayesian Disease Model Calibration: A Tutorial.Statistics in medicine · 2025Article
- What Lessons can Be Learned From the Management of the COVID-19 Pandemic?International journal of public health · 2025Review
- Agent-based modeling to estimate the impact of lockdown scenarios and events on a pandemic exemplified on SARS-CoV-2.Scientific reports · 2024Article
- COVID-19 transmission between the community and meat processing plants in Ireland: A retrospective modelling study.Heliyon · 2024Article
- MPSTAN: Metapopulation-Based Spatio-Temporal Attention Network for Epidemic Forecasting.Entropy (Basel, Switzerland) · 2024Article
- Article
- Model-based analysis of the incidence trends and transmission dynamics of COVID-19 associated with the Omicron variant in representative cities in China.BMC public health · 2023Article
- Article
- Measuring the worldwide spread of COVID-19 using a comprehensive modeling method.BMC medical informatics and decision making · 2023Article
- REAL-TIME MECHANISTIC BAYESIAN FORECASTS OF COVID-19 MORTALITY.The annals of applied statistics · 2023Article
- Multi-source dynamic ensemble prediction of infectious disease and application in COVID-19 case.Journal of thoracic disease · 2023Article
- Stability and numerical analysis via non-standard finite difference scheme of a nonlinear classical and fractional order model.Results in physics · 2023Article
- A Multi-SCALE Community Network-Based SEIQR Model to Evaluate the Dynamic NPIs of COVID-19.Healthcare (Basel, Switzerland) · 2023Article
- Multi-Criteria Performance Analysis Based on Physics of Decision - Application to COVID-19 and Future Pandemics.IEEE transactions on services computing · 2023Article
- Forecasting COVID-19 spreading through an ensemble of classical and machine learning models: Spain's case study.Scientific reports · 2023Article
- Impacts of observation frequency on proximity contact data and modeled transmission dynamics.PLoS computational biology · 2023Article
49 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
After the spread of the SARS-CoV-2 epidemic out of China, evolution in the pandemic worldwide shows dramatic differences among countries. In Europe, the situation of Italy first and later Spain has generated great concen, and despite other countries show better prospects, large uncertainties yet remain on the future evolution and the efficacy of containment, mitigation, or attack strategies. This Manuscript was originally written in the last days of March as a way to report on the first current wave of the pandemic. The results were updated several times for March and also for the month of July. Here we applied a modified
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.