Evidence map›Paper›PMID 40680094›Full record

ArticlePLoS neglected tropical diseases2025

Country-level indices in predictive models of helminth infections: Perspectives from Southeast Asia.

Nathkapach Kaewpitoon Rattanapitoon, Chutharat Thanchonnang, Schawanya Kaewpitoon Rattanapitoon

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2025. 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

3 authors.

Nathkapach Kaewpitoon RattanapitoonParasitic Disease Research, FMC Medical Center of Thailand, Nakhon Ratchasima, Thailand.ORCID 0000-0002-2806-2129
Chutharat ThanchonnangParasitic Disease Research, FMC Medical Center of Thailand, Nakhon Ratchasima, Thailand.
Schawanya Kaewpitoon RattanapitoonParasitic Disease Research, FMC Medical Center of Thailand, Nakhon Ratchasima, Thailand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Predictive models integrating country-level indices with individual variables offer valuable insights into soil-transmitted helminth (STH) infection risk among migrant populations. However, national indicators such as the Human Development Index and sanitation coverage may inadequately capture the heterogeneous exposure risks within and beyond countries of origin. Drawing on experiences from Southeast Asia, we highlight limitations of relying solely on aggregated metrics and emphasize the importance of incorporating post-migration factors, including living conditions and occupational exposures. Ethical considerations surrounding stigma and discrimination in nationality-based screening are also discussed. We advocate for contextual adaptation and validation of predictive frameworks to better serve diverse migrant communities and improve equitable access to parasitic disease control.

Indexed as

HelminthiasisAnimalsAsia, SoutheasternHumansTransients and Migrants

Identifiers

PMID40680094
PMCPMC12273989

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.