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To See Changes Following Physiotherapy in Pain, Range of Motion, Muscle Strength And Functional Performance in Patients with Osteoarthritis of Knee

2023· article· en· W4387343335 on OpenAlex
Noel Samuel Macwan, Shreya Ukani -, Utsav Upadhyay -, Urja Patel -, Yashi Jain -, Yesha Patel

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 · 2023
Typearticle
Languageen
FieldPsychology
TopicHealth and Well-being Studies
Canadian institutionsnot available
Fundersnot available
KeywordsOsteoarthritisMedicinePhysical therapyWOMACRange of motionKnee painPhysical medicine and rehabilitationKnee JointMuscle strengthSurgeryAlternative medicine

Abstract

fetched live from OpenAlex

Background: Osteoarthritis (OA) is a chronic, non-inflammatory, degenerative joint disease with Knee OA being the most prevalent one with main factor of disability among middle-aged and older people worldwide. Age and repetitive mechanical loads being the main causative factors, it shows pain Knee range to be painful. Techniques like IFT and wet packs, physiotherapy seeks to reduce signs and symptoms including pain and oedema. Non-weight-bearing muscle-strengthening exercises have been shown to be useful. Methodology: A Case series was carried out by the Interns on Patients having osteoarthritis of knee who visited Physiotherapy OPD, Dhiraj Hospital, with a minimal sample size of 5 cases, for the study duration of 3 Months. The Inclusion Criteria for the study were: Both Male and Female patients with Age 40-70 years, Patients diagnosed with Unilateral/bilateral OA knee, willing to perform physical therapy exercise, having Kellgren-Lawrence Grade 1 & 2 graded by radiologist. Outcome Measures used were: Numeric Pain Rating Scale, Western Ontario and McMaster universities arthritis index (WOMAC), Repetition Maximum (RM), Goniometery. Result: The results showed decrease in pain, Increase ROM of knee ranges, improve strength of the muscles and better functional performance Conclusion: It was observed that Physiotherapy improved knee range of motion, muscle strength, pain and physical function in patient with osteoarthritis of knee.

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)0.002
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.083
Threshold uncertainty score0.298

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
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 head0.055
GPT teacher head0.413
Teacher spread0.358 · 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