Evidence map›Paper›PMID 37603570›Full record

ArticlePloS one2023

An updated estimation approach for SEIR models with stochastic perturbations: Application to COVID-19 data in Bogotá.

Andrés Ríos-Gutiérrez, Soledad Torres, Viswanathan Arunachalam

Abstract read
In one paragraph

Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Andrés Ríos-GutiérrezDepartment of Statistics, Universidad Nacional de Colombia, Bogotá, Colombia.
Soledad TorresCIMFAV - Facultad de Ingeniería, Universidad de Valparaíso, Valparaíso, Chile.
Viswanathan ArunachalamDepartment of Statistics, Universidad Nacional de Colombia, Bogotá, Colombia.ORCID 0000-0003-0905-3208

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper studies the updated estimation method for estimating the transmission rate changes over time. The models for the population dynamics under SEIR epidemic models with stochastic perturbations are analysed the dynamics of the COVID-19 pandemic in Bogotá, Colombia. We performed computational experiments to interpret COVID-19 dynamics using actual data for the proposed models. We estimate the model parameters and updated their estimates for reported infected and recovered data.

Indexed as

COVID-19ColombiaHumansPandemicsPopulation Dynamics

Identifiers

PMID37603570
PMCPMC10441809

What OpenQuestion holds

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Registered trials

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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.