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Record W4409277483 · doi:10.71097/ijsat.v16.i2.3199

A Study to Compare the Effect of Structured Neuromuscular Postural Training Versus Isometric Exercise for Balance Impairment in Patient with Osteoarthritis Knee

2025· article· en· W4409277483 on OpenAlexaboutno aff
G.SUBALAKSHMI, PREMKUMARI GANESAN -

Bibliographic record

VenueInternational Journal on Science and Technology · 2025
Typearticle
Languageen
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsnot available
Fundersnot available
KeywordsIsometric exercisePhysical medicine and rehabilitationOsteoarthritisBalance (ability)Physical therapyBalance trainingMedicineAlternative medicine

Abstract

fetched live from OpenAlex

Abstract Background: Osteoarthritis is a chronic disease which is evolved by deterioration of articular cartilage and hypertrophy of the bone margins is called osteophytes. It commonly affect the women than men with a ratio varying between 1:5 and 1:4 affected with osteoarthritis knee. The worldwide estimate indicates 13% of men and 19% of women, over 40 years affected with OA knee. The patient with OA knee have disability in their proprioception and it is a risk factor for fall injury. Here, structured neuromuscular postural training uses sensory motor training intervention to improve static and dynamic mechanism of balance. Methodology: in this comparative study OA was assessed using WOMAC and balance was assessed by using tinetti scale. After inclusion of the patient separated into two groups. Group A have received SNPT and the group B received isometric exercise alone. Total study duration was 3 month. Result: a total of 30 participants were included. Patient with knee osteoarthritis age between 41-80 years. In that group A showed significant improvement in reducing balance impairment (tinetti: pre- test mean = 16.93, post-test mean 26.87) and functional ability (WOMAC: pre-test 23.73, post- test mean = 13.47) than group B. group A showed significant “P” value <0.0001 for tinetti and WOMAC scale. High statistically significant difference was observed for SNPT treatment. Conclusion: SNPT training improve the balance impairments in OA knee subjects than compared with isometric exercise alone for OA knee. Keywords: OA –osteoarthritis, SNPT- structured neuromuscular postural training, WOMAC – western Ontario and McMaster Universities Osteoarthritis Index.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.698
Threshold uncertainty score0.158

Codex and Gemma teacher scores by category

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

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 head0.008
GPT teacher head0.310
Teacher spread0.302 · 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 teacher head, 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

Citations0
Published2025
Admission routes1
Has abstractyes

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