Evidence mapPaperPMID 41700149Full record

ArticleJournal of physical therapy science2026

Development and validation of prediction models for one-repetition maximum based on bioelectrical impedance analysis in adults of all ages.

Kio Fukushima, Keita Sue, Kazuaki Oyake, Yasushi Kurobe, Yuto Akashi, Taiga Endo, Kimito Momose

Abstract read
In one paragraph

Article in Journal of physical therapy science, 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

7 authors.

Kio FukushimaDepartment of Health Sciences, Graduate School of Medicine, Science and Technology, Shinshu University, Japan.
Keita SueDepartment of Physical Therapy, School of Health Sciences, Shinshu University: 3-1-1 Asahi, Matsumoto-shi, Nagano 390-8621, Japan.
Kazuaki OyakeDepartment of Physical Therapy, School of Health Sciences, Shinshu University: 3-1-1 Asahi, Matsumoto-shi, Nagano 390-8621, Japan.
Yasushi KurobeDepartment of Rehabilitation, Fujimi Kogen Medical Center, Japan.
Yuto AkashiDepartment of Rehabilitation, Shinshu University Hospital, Japan.
Taiga EndoDepartment of Rehabilitation, Morioka Yuai Hospital, Japan.
Kimito MomoseDepartment of Physical Therapy, School of Health Sciences, Shinshu University: 3-1-1 Asahi, Matsumoto-shi, Nagano 390-8621, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

[Purpose] This study aimed to develop and internally validate one-repetition maximum prediction models based on skeletal muscle mass or skeletal muscle mass index measured using bioelectrical impedance analysis in adults across all ages and both sexes. [Participants and Methods] Eighty-two participants (40 males, 42 females, aged 20-84 years) completed measurement of dominant leg skeletal muscle mass and skeletal muscle mass index using multifrequency bioelectrical impedance analysis. Unilateral leg press one-repetition maximum was measured. Two multiple linear regressions that incorporated age and sex were fitted and internally validated through bootstrap resampling. [Results] The model using skeletal muscle mass produced an adjusted R

Indexed as

Bioelectrical impedance analysisPrediction modelResistance training

Identifiers

PMID41700149
PMCPMC12906961

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.