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Record W4239363446 · doi:10.21203/rs.3.rs-31302/v2

Valgus knee bracing may have no long-term effect on pain improvement and functional activity in patients with knee osteoarthritis: A meta-analysis of Randomized Trials

2020· preprint· en· W4239363446 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

VenueResearch Square · 2020
Typepreprint
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineOsteoarthritisWOMACValgusMeta-analysisRandomized controlled trialPhysical therapyCochrane LibraryInclusion and exclusion criteriaVisual analogue scaleKnee painPopulationInternal medicineSurgeryAlternative medicine

Abstract

fetched live from OpenAlex

Abstract Background: KOA, with a high incidence in old-age population, adversely affects their life quality. The valgus knee bracing is an important physical therapy for KOA, but its clinical effects on pain release and functional improvment are remained unclear. This meta-analysis is to systematically evaluate the clinical outcomes of valgus knee bracing in patients with knee osteoarthritis (KOA). Methods : A meta-analysis of clinical randomized controlled trials (RCTs) on pain and functional changes in patients with KOA after using valgus knee braces. The search period was ranged from the inception of the database to May, 2020. The enrolled research databases included PubMed, Embase, and Web of Science databases. Two investigators independently formulated inclusion criteria and exclusion criteria, screened and determined the final enrolled literatures. Then the outcome indicators were extracted and organized from the included literature, and the risk of bias was assessed by Cochrane Handbook 5.0.1. Results : A total of 10 articles were included in this study, including 739 patients. Eight articles were related to the Visual Analogue Scale (VAS) pain score, the results showed that RR = -0.29, 95% CI [-0.73, 0.15], P = 0.20; Four articles were related to the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) function score, the results showed that RR = -0.15, 95% CI [-0.41,0.11], P = 0.26; Two articles were related to the Knee Injury and Osteoarthritis Outcome Score (KOOS), the results showed that RR = 0.58, 95% CI [-4.25, 5.42], P = 0.81; Three articles were related to the KOOS activities of daily living (KOOS-ADL), the results showed that RR = 0.04, 95% CI [-0.62,0.69], P = 0.91.These results indicated that the valgus knee bracing have no statistically significant in pain and functional activity improvement of patients with KOA. The subgroup analysis showed that the follow-up time was the source of the heterogeneity of the VAS pain score. Conclusion : Our current evidence suggests that valgus knee bracing may not improve pain release and function activates in KOA patients in the long-term period, but only being beneficial to the short-term rehabilitation.

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)0.015
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
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 score0.198
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0150.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0070.002
Bibliometrics0.0020.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.085
GPT teacher head0.369
Teacher spread0.284 · 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