Evidence map›Paper›PMID 41503143›Full record

ArticleNature climate change2025

Promoting targeted heat early warning systems for at-risk populations.

Fergus K O'Connor, Mehak Oberai, Zhiwei Xu, Sebastian Binnewies, Shannon Rutherford, Robert D Meade, Steven Baker, Ella Jackman, Connor Forbes, Aaron J E Bach

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature climate change, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Observational
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

10 authors.

Fergus K O'ConnorSchool of Allied Health, Sport and Social Work, Griffith University, Gold Coast, Queensland, Australia.ORCID 0000-0001-9509-7682
Mehak OberaiSchool of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia.
Zhiwei XuSchool of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia.ORCID 0000-0001-7903-2141
Sebastian BinnewiesSchool of Information and Communication Technology, Griffith University, Gold Coast, Queensland, Australia.ORCID 0000-0002-1346-5590
Shannon RutherfordSchool of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia.ORCID 0000-0002-5851-2987
Robert D MeadeDepartment of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.ORCID 0000-0001-5922-4082
Steven BakerDepartment of Social Work, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, Victoria, Australia.
Ella JackmanSchool of Medicine and Dentistry, Griffith University, Gold Coast, Queensland, Australia.
Connor ForbesSchool of Information and Communication Technology, Griffith University, Gold Coast, Queensland, Australia.ORCID 0000-0003-0144-4933
Aaron J E BachSchool of Allied Health, Sport and Social Work, Griffith University, Gold Coast, Queensland, Australia.ORCID 0000-0002-5581-5018

Funding

Wellcome Trust 224709
6 · The paper itself

Abstract

Extreme heat poses a growing threat to vulnerable urban populations, and the existing heat early warning system usually operates at population level. Pairing emerging individualized and population early warning systems could directly and meaningfully extend protection to those most in need.

Identifiers

PMID41503143
PMCPMC7618602

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.