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Record W4416299583 · doi:10.1002/jeo2.70537

Common intra‐articular knee injections demonstrate a similar recovery trajectory over 60 months: A systematic review and meta‐analysis of 15,418 participants

2025· article· en· W4416299583 on OpenAlexaboutno aff
Henry Searle, Siddarth Raj, Fatema Dhaif, Samar Hussain, Conrad Harrison, Imran Ahmed, Nick Parsons, Andrew Metcalfe, Jeremy Rodrigues, Chetan Khatri

Bibliographic record

VenueJournal of Experimental Orthopaedics · 2025
Typearticle
Languageen
FieldMedicine
TopicTotal Knee Arthroplasty Outcomes
Canadian institutionsnot available
FundersNational Institute for Health and Care ResearchStryker
KeywordsTrajectoryOrthopedic surgeryBiomechanicsMEDLINERandomized controlled trial

Abstract

fetched live from OpenAlex

Purpose: To summarise the recovery trajectories of people undergoing intra-articular knee injections in randomised-controlled trials (RCTs) for osteoarthritis (OA) using patient-reported outcome measures over time. Methods: A systematic review of published RCTs on intra-articular knee injections with at least 100 participants enrolled and a minimum of 6-month follow-up was conducted. MEDLINE, Embase and Cochrane Central Register of Controlled Trials were searched until April 2025. A meta-analysis of within-arm response to treatments was calculated as the standardised mean change and 95% confidence interval (CI) at 1, 3, 6, 9, 12, 24 and 60 months by randomly selecting one arm from each study. Subgroup analyses were performed according to treatment received. The primary outcome measure included the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC). Secondary outcome measures included the visual analogue scale (VAS), Knee Osteoarthritis Outcome Score and International Knee Documentation Centre Score. Results: This study included 73 RCTs (15,418 participants). Pooled SMC for total WOMAC was -2.59 (95% CI: -4.35 to -0.84) at 1 month, -3.3 (95% CI: -5.10 to -1.50) at 3 months, -2.58 (95% CI: -3.95 to -1.20) at 6 months, -3.19 (95% CI: -7.18 to 0.79) at 9 months, -2.09 (95% CI: -3.50 to -0.67) at 12 months, -0.05 (95% CI: -1.43 to 1.34) at 24 months and 0.04 (95% CI: -1.50 to 1.59) at 60 months. Hyaluronic acid (HA), autologous blood product and steroid arms all showed a similar trend. A similar trend was seen for all subscores. Placebo or physiotherapy showed little improvement, except for in VAS pain for 6 months. Conclusion: People undergoing HA, autologous blood product and steroid injections demonstrated a consistent pattern in improvement. This may explain why existing meta-analyses demonstrate inconsistencies in superior treatment. The lack of improvement in placebo or physiotherapy arms suggests regression to the mean is not evident. Clinical Trial: PROSPERO CRD42023445663. Level of Evidence: Level I.

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)0.019
metaresearch head score (Gemma)0.049
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: Review · Consensus signal: Review
Teacher disagreement score0.019
Threshold uncertainty score0.102

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0190.049
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0190.046
Bibliometrics0.0050.006
Science and technology studies0.0010.001
Scholarly communication0.0040.002
Open science0.0020.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.028
GPT teacher head0.325
Teacher spread0.297 · 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
GenreReview

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

Citations1
Published2025
Admission routes1
Has abstractyes

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