MétaCan
Menu
Back to cohort
Record W7117768803 · doi:10.3177/jnsv.71.507

Individualized Nutritional Rehabilitation Improves Muscle Strength, Cognitive Function, and Quality of Life in Elderly Patients with Sarcopenia and Cognitive Impairment: A Randomized Controlled Trial

2025· article· en· W7117768803 on OpenAlexaboutno aff
Zhi Chen, QiaoYi HU

Bibliographic record

VenueJournal of Nutritional Science and Vitaminology · 2025
Typearticle
Languageen
FieldMedicine
TopicNutrition and Health in Aging
Canadian institutionsnot available
Fundersnot available
KeywordsSarcopeniaQuality of life (healthcare)Randomized controlled trialCognitionGrip strengthRehabilitationBalance (ability)Hand strengthActivities of daily living

Abstract

fetched live from OpenAlex

Sarcopenia, the progressive loss of muscle mass and strength, greatly affects the elderly. Combined with cognitive impairment, it severely impairs physical function and quality of life. While personalized nutritional rehabilitation programs are proposed, their efficacy remains understudied. To evaluate the effects of individualized nutritional rehabilitation on clinical symptoms and prognosis in elderly patients with sarcopenia and cognitive impairment. This randomized controlled trial enrolled 96 patients with sarcopenia and cognitive impairment (March 2022-March 2023), randomly assigned to intervention (individualized nutritional rehabilitation plus standard care, n=48) or control groups (standard care only, n=48). Assessments included nutritional markers (hemoglobin, albumin, vitamin D), muscle strength (Medical Research Council scale), balance (Berg Balance Scale), physical performance (Short Physical Performance Battery), activities of daily living, grip strength, 5-times sit-to-stand test, 6-m walk speed, cognitive function (Montreal Cognitive Assessment), and quality of life pre- and post-intervention. Post-intervention, the intervention group showed significantly higher hemoglobin, albumin, vitamin D, and lower Patient-Generated Subjective Global Assessment scores (all p<0.05). They demonstrated superior improvements in upper/lower limb strength, Short Physical Performance Battery, Berg Balance Scale, Activities of Daily Living scores, grip strength, sit-to-stand time, and 6-min walk distance (all p<0.05). Montreal Cognitive Assessment scores improved more in the intervention group (25.3±3.2 vs 22.1±3.5, p<0.05). Quality of life improved significantly more in the intervention versus control group (p<0.05). Individualized nutritional rehabilitation effectively improves nutritional status, muscle strength, physical function, cognitive performance, and quality of life in elderly patients with sarcopenia and cognitive impairment.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0050.003
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0060.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.330
Teacher spread0.311 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designRandomized trial
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Nutritional Science and VitaminologySame topicNutrition and Health in AgingFrench-language works237,207