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Record W2890892206 · doi:10.1002/acr.23754

Concurrent Change in Quadriceps Strength and Physical Function Over Five Years in the Multicenter Osteoarthritis Study

2018· article· en· W2890892206 on OpenAlexaboutno aff
Kathryn L. Bacon, Neil A. Segal, Britt Elin Øiestad, Cora E. Lewis, Michael C. Nevitt, Carrie Brown, David T. Felson

Bibliographic record

VenueArthritis Care & Research · 2018
Typearticle
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
FundersNational Institute of Arthritis and Musculoskeletal and Skin DiseasesNational Institute of Neurological Disorders and StrokeNational Institute on Aging
KeywordsOsteoarthritisPhysical therapyMedicineWOMACConfidence intervalOdds ratioStairsPhysical medicine and rehabilitationLogistic regressionInternal medicine

Abstract

fetched live from OpenAlex

OBJECTIVE: Quadriceps weakness, associated with functional limitations, is a target of treatment of knee osteoarthritis (OA). Limited data exist on the relationship between modest strength increases and improvements in function. The aim of this study was to evaluate concurrent change in strength and physical function over 5 years. METHODS: Among subjects from the Multicenter Osteoarthritis (MOST) study, we excluded those with knee replacement after baseline. A 3-category variable defined whether, at 5 years, knee extensor strength increased, decreased, or remained within 15% of baseline, a clinically important cut-off. The outcomes were the 5-times sit-to-stand test, 20-meter walk test, Western Ontario and McMaster Universities Osteoarthritis (WOMAC) physical function score, and 3 individual physical functions from WOMAC: arising from a chair, going up stairs, and getting on/off toilet. Linear and logistic models, stratified by sex, evaluated associations between change in strength and change in physical function over 5 years. To compare weaker versus stronger women, we stratified analyses at 56 Nm baseline strength. RESULTS: Among 1,534 participants (60.6% women), 22% of men and 30% of women increased strength by at least 15% at 5 years. Compared with women whose strength did not change, women whose strength increased had improved chair stand performance (odds ratio 2.27 [95% confidence interval 1.56, 3.30]) but no improvement in other functions. In men, an increase in strength was not associated with significant improvement in physical function. Similar results were observed for a 20% or 30% increase. CONCLUSION: Modest improvement in quadriceps strength was associated with improved chair stand performance in women but not in men. Most functions did not improve with an increase in strength, and targeted interventions may be required to improve functional status.

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)0.004
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.007
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.046
GPT teacher head0.376
Teacher spread0.330 · 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 designObservational
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

Citations14
Published2018
Admission routes1
Has abstractyes

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