MétaCan
Menu
Back to cohort

Comparative Efficacy of Interferential Therapy and Ultrasound Combined with Knee Exercises vs. TENS with Knee Exercises in Grade 3–4 Knee Osteoarthritis: A Six-Month Randomized Controlled Trial

2025· article· W4416507227 on OpenAlexaboutno aff
S. Purna Chandra Shekhar, T. Rajeswari, Nisha Devi, BNS. Gayatri, Ravi Shankar Ravi, Divyasree

Bibliographic record

VenueInternational Journal of Allied Medical Sciences and Clinical Research · 2025
Typearticle
Language
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsOsteoarthritisWOMACRandomized controlled trialTranscutaneous electrical nerve stimulationElectrotherapyRange of motionRehabilitationKnee Joint

Abstract

fetched live from OpenAlex

Background: Severe knee osteoarthritis (OA), classified as Kellgren-Lawrence (KL) grades 3-4, significantly impairs mobility and quality of life. Non-pharmacological interventions, including electrotherapy modalities, are increasingly utilized to manage symptoms. This study evaluates the comparative efficacy of interferential therapy (IFT) combined with ultrasound (US) and knee exercises versus transcutaneous electrical nerve stimulation (TENS) with knee exercises in patients with advanced knee OA. Methods: A prospective, single-blind, randomized controlled trial was conducted with 50 participants diagnosed with KL grade 3–4 knee OA. Participants were randomized into two groups: Group 1 received IFT and US combined with knee exercises, while Group 2 received TENS with knee exercises. Outcomes assessed at baseline, 3 months, and 6 months included pain (Visual Analog Scale, VAS), function (Western Ontario and McMaster Universities Osteoarthritis Index, WOMAC), knee range of motion (ROM), and quality of life (Short Form-36, SF-36). Results: Group 1 demonstrated statistically significant improvements in WOMAC scores (Δ = 15.2, p < 0.001) and VAS scores (Δ = 3.1, p = 0.002) compared to Group 2 at 6 months. Additionally, ROM and SF-36 physical component scores favored Group 1 (p < 0.05). Conclusion: The combination of IFT and US with knee exercises significantly outperforms TENS with exercises in managing severe knee OA, supporting their integration into rehabilitation protocols.

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)0.003
metaresearch head score (Gemma)0.005
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 score0.008
Threshold uncertainty score0.026

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0070.004
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0080.001

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 head0.077
GPT teacher head0.434
Teacher spread0.357 · 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 venueInternational Journal of Allied Medical Sciences and Clinical ResearchSame topicOsteoarthritis Treatment and MechanismsFrench-language works237,207