Evidence map›Paper›PMID 41035804›Full record

ArticleInfectious Disease Modelling2026

Dynamics and optimal control for tuberculosis transmission via a data-validated periodic model.

Chenkai Guo, Peng Wu

Abstract read
In one paragraph

Article in Infectious Disease Modelling, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

2 authors.

Chenkai GuoSchool of Sciences, Hangzhou Dianzi University, Hangzhou, 310018, China.
Peng WuSchool of Sciences, Hangzhou Dianzi University, Hangzhou, 310018, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

China is the third-largest contributor to the global incidence of tuberculosis (TB), and there are significant differences in the prevalence of TB among different age groups. Therefore, it is necessary to study the contribution of adolescents to the transmission of tuberculosis. Given that tuberculosis in mainland China exhibits periodic transmission characteristics, a non-autonomous differential equation model that considers age stage and periodic transmission has been proposed. We derived the basic reproduction number

Indexed as

Basic reproduction numberOptimal controlPeriodic transmissionTuberculosis

Identifiers

PMID41035804
PMCPMC12482316

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.