Evidence map›Paper›PMID 41706384›Full record

ArticleTheory in biosciences = Theorie in den Biowissenschaften2026

Mathematical modeling and transmission insights into Mpox: dynamics, control measures, and data-driven validation.

G Swathi, G S Mahapatra, R Prem Kumar

Abstract read
PubMed Publisher
In one paragraph

Article in Theory in biosciences = Theorie in den Biowissenschaften, 2026. 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.

G SwathiDepartment of Mathematics, National Institute of Technology Puducherry, Karaikal, 609609, India.
G S MahapatraDepartment of Mathematics, National Institute of Technology Puducherry, Karaikal, 609609, India.
R Prem KumarDepartment of Mathematics, Avvaiyar Government College for Women, Karaikal, 609602, Puducherry, India. premmaths.agcw@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This research presents a detailed mathematical framework designed to explore the transmission patterns of Mpox. It encompasses a variety of transmission pathways, notably human-to-human interactions and potential zoonotic transmissions. Our analysis identifies critical equilibrium points within the model and computes effective reproduction numbers:

Indexed as

Models, TheoreticalMpox, MonkeypoxAnimalsArgentinaComputer SimulationDisease OutbreaksHumansModels, BiologicalVaccinationZoonosesHuman–human transmissionMpox modelOptimal controlParameter estimationSensitivityZoonotic transmission

Identifiers

PMID41706384

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.