Evidence map›Paper›PMID 40218020›Full record

ArticleHealthcare (Basel, Switzerland)2025

Smartwatch-Derived VO2max Prediction Model for Korean Adults: Utilizing Heart Rate and GPS Data from the 12-Minute Cooper Test.

Kihyuk Lee, Dohee Kim, Sungeun Shin, Hongjun Choi, Ahyun Jang, Jinwook Chung

Erratum issuedAbstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

5 · Who and what money

Authors and funding

6 authors.

Kihyuk LeeData Convergence Team, Seoul National University Bundang Hospital, Seongnam 13605, Republic of Korea.ORCID 0000-0001-6717-7087
Dohee KimDepartment of Sports Science Convergence, College of Arts, Dongguk University, Seoul 04620, Republic of Korea.
Sungeun ShinDepartment of Sports Science Convergence, College of Arts, Dongguk University, Seoul 04620, Republic of Korea.
Hongjun ChoiDepartment of Sports Science Convergence, College of Arts, Dongguk University, Seoul 04620, Republic of Korea.
Ahyun JangDepartment of Sports Science Convergence, College of Arts, Dongguk University, Seoul 04620, Republic of Korea.
Jinwook ChungDepartment of Sports Science Convergence, College of Arts, Dongguk University, Seoul 04620, Republic of Korea.

Funding

Samsung Electronics Co. S-2024-E0254-00001
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Cooper testprediction modelrunningsmartwatchVO2max

Identifiers

PMID40218020
PMCPMC11988673

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.