Evidence mapPaperPMID 42588402Full record

ArticleHealthcare (Basel, Switzerland)2026

When Wellness Stress Detection Enters Healthcare Workflows: An Iso-Heart-Rate, Cross-Corpus Evaluation of Wrist Wearables.

Nowon Kwon, Seonkyung Yoon, Jungyi Hur, Hye Seung Kang

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 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

4 authors.

Nowon KwonAI-Driven Medical Innovation Center, Kyungpook National University Hospital, Daegu 41944, Republic of Korea.ORCID 0000-0002-5072-3632
Seonkyung YoonDepartment of Nursing, Saekyung University, Yeongwol 26239, Republic of Korea.
Jungyi HurDepartment of Nursing, Saekyung University, Yeongwol 26239, Republic of Korea.
Hye Seung KangDepartment of Nursing, Saekyung University, Yeongwol 26239, Republic of Korea.ORCID 0000-0001-8379-9521

Funding

Ministry of Education and Gangwon State, Republic of Korea 2026-RISE-10-012
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

alert fatigueclinical informaticsdigital healthdomain adaptationelectrodermal activityhealthcareheart-rate confoundingnursing workforcestress detectionwearable sensors

Identifiers

PMID42588402
PMCPMC13465799

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.