Evidence map›Paper›PMID 41668760›Full record

ArticleGeoHealth2026

Quantifying Vibrio Infection Risks From Beach Recreation Along U.S. Eastern Seaboard in Year 2100.

Yen-Hsiang Huang, Sunny Jiang

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in GeoHealth, 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

2 authors.

Yen-Hsiang HuangDepartment of Civil and Environmental Engineering University of California Irvine CA USA.ORCID https://orcid.org/0000-0002-7603-5897
Sunny JiangDepartment of Civil and Environmental Engineering University of California Irvine CA USA.ORCID https://orcid.org/0000-0002-4993-8038

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Marine vibrios, a group of marine bacteria that are opportunist human pathogens, proliferates faster in coastal environments at warmer temperature. Recently, there have been significant concerns of human infection risks during marine beach recreations due to the elevation of seawater temperature in the United States Eastern Seaboard. This study carried out a quantitative microbial risk assessment (QMRA) to estimate health risks associated with

Indexed as

beach recreational activitiesclimate changeglobal warmingquantitative microbial risk assessment (QMRA)Vibrio

Identifiers

PMID41668760
PMCPMC12883560

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.