MétaCan
Menu
← Back to cohort
Record W4244224692 · doi:10.21203/rs.3.rs-31302/v1

Valgus Knee Braces 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· W4244224692 on OpenAlexaboutno aff
Yinuo Fan, zhongfeng Li, Haitao Zhang, Guoju Hong, Zhongshu Wu, Weifeng Li, Lixin Chen, Yunlong Wu, Qiushi Wei, Wei He, Zhenqiu Chen

Bibliographic record

VenueResearch Square · 2020
Typepreprint
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
FundersNational Natural Science Foundation of China
KeywordsOsteoarthritisMedicineWOMACValgusCochrane LibraryMeta-analysisPhysical therapyRandomized controlled trialVisual analogue scaleInclusion and exclusion criteriaKnee painInternal medicineSurgeryAlternative medicine

Abstract

fetched live from OpenAlex

Abstract Background:KOA as a high incidence of old age seriously affects the quality of life of the elderly. The valgus knee bracesareaimportantphysical therapy for KOA, but its specific effect is not clear.This meta-analysisis to systematically evaluate the effectiveness of valgus knee braces on pain and function improvement 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 is from the self-built database to May 2020, and the search range is PubMed, Embase, and Web of Science databases. First, two authors independently screened the literature, formulated inclusion criteria and exclusion criteria, and determined the included literature. The researchers then extracted the interventions and outcome indicators of included literature, and assessed the risk of bias through Cochrane Handbook 5.0.1. Finally, Revman5.3 was used for data analysis.Results :A total of 10 articles were included in this study, including 739 patients. 8 articles 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; There were 4 articles on 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 related to the impact of Knee Injury and Osteoarthritis Outcome Score (KOOS) score, the results showed that RR = 0.58, 95% CI [-4.25, 5.42], P = 0.81; 3articles were related to KOOS activities of daily living (KOOS-ADL) score, the results showed that RR = 0.04, 95% CI [-0.62,0.69], P = 0.91.These results indicated that the valgus knee braces 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 :The current evidence suggests that valgus knee braces may not effectively improve pain symptom and functional activity in KOA patients in the long-term, but only benefit KOA patients in the short-term.

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)0.028
metaresearch head score (Gemma)0.045
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Meta-analysis · Consensus signal: Meta-analysis
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.028
Threshold uncertainty score0.146

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0280.045
Meta-epidemiology (narrow)0.0040.002
Meta-epidemiology (broad)0.0230.069
Bibliometrics0.0050.005
Science and technology studies0.0010.001
Scholarly communication0.0050.003
Open science0.0020.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.084
GPT teacher head0.370
Teacher spread0.286 · 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 designMeta-analysis
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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueResearch Square→Same topicOsteoarthritis Treatment and Mechanisms→French-language works237,207→