MétaCan
Menu
Back to cohort
Record W4318166200 · doi:10.2106/jbjs.oa.22.00121

Efficacy and Safety of Intra-Articular Botulinum Toxin A Injection for Knee Osteoarthritis

2023· article· en· W4318166200 on OpenAlexaboutno aff
Yoyos Dias Ismiarto, Gregorius Thomas Prasetiyo

Bibliographic record

VenueJBJS Open Access · 2023
Typearticle
Languageen
FieldMedicine
TopicBotulinum Toxin and Related Neurological Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsOsteoarthritisMedicineWOMACPlaceboBotulinum toxinVisual analogue scaleConfidence intervalKnee painMeta-analysisAnesthesiaInternal medicinePathology

Abstract

fetched live from OpenAlex

Background: Botulinum toxin A has the potential to be used for analgesia because of its anti-inflammatory effect. The utility of intra-articular injections of botulinum toxin A for knee osteoarthritis remains unclear. The aim of this study was to analyze the utility of such injections in knees with osteoarthritis. Methods: We conducted a literature search of 4 databases (Scopus, PubMed, ClinicalTrials.gov, and Europe PMC) up to September 10, 2022, using formulated keywords. Articles were included in the study if they had data on botulinum toxin A injection compared with the control group in patients with osteoarthritis of the knee. Results were summarized using the standardized mean difference (SMD) and accompanying 95% confidence interval (CI). Results: Pooled analysis of data from 6 trials involving 446 patients with knee osteoarthritis revealed that, compared with placebo, intra-articular injection of botulinum toxin A was associated with greater reductions in early visual analog scale (VAS) pain (SMD, −0.63 [95% CI, −1.08 to −0.18], p = 0.007, I 2 = 79%), late VAS pain (SMD, −0.57 [95% CI, −1.07 to −0.08], p = 0.02, I 2 = 81%), early Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) (SMD, −0.84 [95% CI, −1.61 to −0.06], p = 0.03, I 2 = 90%), and late WOMAC (SMD, −1.12 [95% CI, −1.91 to −0.32], p = 0.006, I 2 = 93%) scores from baseline in patients with knee osteoarthritis. Conclusions: Intra-articular injection of botulinum toxin A may offer benefits in reducing pain and improving function in patients with knee osteoarthritis, with a relatively good safety profile. Larger randomized trials are warranted to confirm the results of our study. Level of Evidence: Therapeutic Level I . See Instructions for Authors for a complete description of levels of evidence.

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)0.018
metaresearch head score (Gemma)0.038
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.018
Threshold uncertainty score0.097

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.038
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0050.008
Bibliometrics0.0030.002
Science and technology studies0.0000.001
Scholarly communication0.0020.001
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.042
GPT teacher head0.366
Teacher spread0.324 · 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 designObservational
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

Citations12
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueJBJS Open AccessSame topicBotulinum Toxin and Related Neurological DisordersFrench-language works237,207