MétaCan
Menu
Back to cohort

Effect Of Clinical Based Supervised Physiotherapy V/S Home Exercise Program On Osteoarthritis Of Knee Joint-A Comparative study Study.

2025· article· en· W4411215389 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal For Multidisciplinary Research · 2025
Typearticle
Languageen
FieldMedicine
TopicDiabetic Foot Ulcer Assessment and Management
Canadian institutionsnot available
Fundersnot available
KeywordsOsteoarthritisPhysical therapyMedicinePhysical medicine and rehabilitationKnee JointJoint (building)Exercise therapyAlternative medicineRandomized controlled trialSurgeryEngineering

Abstract

fetched live from OpenAlex

Abstract Background: Knee osteoarthritis (OA), also known as degenerative joint disease of the knee, is a common condition where the cartilage in the knee joint breaks down, leading to pain, stiffness, and reduced mobility. OA is the most common disease of the joints worldwide, with the knee being the most commonly affected joint in the body. It mainly affects people over the age of 45. OA can lead to pain and loss of function, but not everyone with radiographic findings of knee OA will be symptomatic: in one study only 15% of patients with radiographic findings of knee OA were symptomatic. Aims: The aim of study is to investigate the effectiveness of physiotherapy treatment in osteoarthritis of knee and compare the clinical based supervised physiotherapy and home exercise programme. Setting: The comparative study was conducted on patients of age group 45-75 years in a private clinical setup. Design: The study was conducted on 40 patients both male and female. The patients were randomly selected. The evaluation of pain and disability was assessed by using WOMAC scale and 6minute walk test. Statistical analysis was done on the basis of data obtained during intervention and results were obtained. Conclusion: The study highlights that the clinical based supervised physiotherapy is an effective conservative treatment protocol to cope with severity of osteoarthritis of the knee. Abbreviations: OA-osteoarthritis ,WOMAC- The 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.

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)0.005
metaresearch head score (Gemma)0.000
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 score0.476
Threshold uncertainty score0.602

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.138
GPT teacher head0.576
Teacher spread0.438 · 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