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Record W4413599095 · doi:10.21608/ejhm.2025.448267

Weight Bearing Versus Non-Weight Bearing Exercises for Patients with Knee Osteoarthritis

2025· article· en· W4413599095 on OpenAlexaboutno aff

Bibliographic record

VenueThe Egyptian Journal of Hospital Medicine · 2025
Typearticle
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineWeight-bearingOsteoarthritisPhysical therapyBearing (navigation)Physical medicine and rehabilitationSurgeryAlternative medicinePathology

Abstract

fetched live from OpenAlex

Background: The most prevalent progressive musculoskeletal disorder that can impact joints is osteoarthritis (OA). Knee biomechanics is significantly impacted by periarticular muscle weakening. Exercises involving weight bearing have been demonstrated to improve lower extremity neuromuscular control and muscle strength. However, non-weight-bearing workouts increase knee stability and may lessen discomfort. Objective: the study was conducted to investigate the effects of weight bearing exercises and non-weight bearing exercises on patients with mild to moderate knee osteoarthritis (KOA). Methods: Thirty-six patients with KOA. Age of patients ranges from 50 – 60 years old. The Western Ontario and McMaster Universities (WOMAC) questionnaire in Arabic was used to measure the results of osteoarthritis, and the Handheld Dynamometer (HHD) was used to measure the strength of the knee extensor and abductor, pain intensity was measured by Visual Analogue Scale (VAS), physical capacity was measured by 6-minute walk test (6MWT). They were randomized into two groups,Group I (non-weight bearing exercises) while Group II (weight bearing). Results: Both the weight-bearing and the non-weight-bearing exercise groups experienced a considerable decline in WOMAC and VAS, with no statistically significant difference between the two groups. Both groups showed a significant gain in muscle strength and 6MWT, with no statistically significant difference between the two groups. Conclusion: Both weight bearing and non-weight bearing exercises groups showed significant improvements within their respective interventions, no statistically significant difference was found between the two approaches in terms of decreasing pain, function, and increasing muscle strength in patients with knee osteoarthritis.

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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Non-randomized trial · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.013

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.007
GPT teacher head0.235
Teacher spread0.228 · 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 designNon-randomized 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

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