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Record W3160793838 · doi:10.1016/j.ocarto.2021.100174

Feasibility of exercise and weight management for people with hip osteoarthritis and overweight or obesity: A pilot study

2021· article· en· W3160793838 on OpenAlex
Michelle Hall, Libby Spiers, Gabrielle Knox, Rana S. Hinman, Priya Sumithran, Kim L. Bennell

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

VenueOsteoarthritis and Cartilage Open · 2021
Typearticle
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
FundersNational Health and Medical Research Council
KeywordsMedicinePhysical therapyWOMACOverweightBody mass indexOsteoarthritisWeight managementWeight lossObesityRandomized controlled trialAdverse effectInternal medicineAlternative medicine

Abstract

fetched live from OpenAlex

Objective: Determine the feasibility of a 6-month exercise and weight management intervention for people with hip osteoarthritis (OA). Design: participated. Six consultations with a physiotherapist and six consultations with a dietitian via videoconferencing over six months to deliver, and support, an exercise program and a ketogenic very low-calorie diet with meal replacements. Recruitment rate and retention rate, adherence, adverse events and intervention acceptability were assessed. Overall hip pain, physical function and body weight were assessed via numeric rating scale (NRS, 0-10), Western Ontario and McMaster Universities Osteoarthritis Index physical function subscale (WOMAC, 0-68) and home-scales respectively, at baseline, 3 and 6 months. Results: Eighteen (11% of 157 people screened) participants were enrolled and 16 (89%) completed 6-month assessments. Participants reported acceptable adherence to the intervention. Most (88%) participants were "extremely satisfied" with the intervention. Ten minor adverse events were exercise related. Overall hip pain reduced by -1.9 units (95%CI -2.8 to -0.9) at 3 months and by -3.3 (-4.3 to -2.2) at 6 months. Physical function improved by -8.5 units (95%CI -13.2 to -3.6) and -14.2 (-18.1 to -7.5) at 3 and 6 months respectively. Body weight reduced by 9.8% [95%CI -12% to -8%] and 11.3% [-13.6% to -9%] at 3 and 6 months respectively. Conclusions: The feasibility of a large clinical trial evaluating this exercise and weight management intervention is supported.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.629
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
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 head0.023
GPT teacher head0.269
Teacher spread0.246 · 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