MétaCan
Menu
← Back to cohort
Record W4402661424

Comparing the Effects of Corticosteroid Injections and Resistance Exercise on Knee Osteoarthritis Patients: A Systematic Review.

2024· review· en· W4402661424 on OpenAlexaboutno aff
Mina Isaac, LeiLani Lee, D. Parker, Rebecca Pettross, Ronald Barredo, Edilberto Raynes

Bibliographic record

VenuePubMed · 2024
Typereview
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsOsteoarthritisMedicineCorticosteroidResistance trainingPhysical therapyPhysical medicine and rehabilitationInternal medicineAlternative medicinePathology
DOInot available

Abstract

fetched live from OpenAlex

PURPOSE: To evaluate research on the effectiveness of intra-articular corticosteroids injections compared with resistance exercise on pain, stiffness, and function among patients diagnosed with knee osteoarthritis. METHODS: Using the PRISMA guidelines, the authors performed a systematic review of randomized controlled trials (RCTs) in PubMed and EBSCOhost published between January 2012 and October 2022. The authors used keywords to identify studies. After screening the abstracts, reviewers used two screening tools to evaluate for validity and strength of each RCT. Full text of selected articles was critically appraised and narrative analysis was performed. The outcome used to determine effectiveness of the interventions was the Western Ontario McMaster University Osteoarthritis Index (WOMAC). RESULTS: Of the 69,056 articles identified during the preliminary search, 8 met the inclusion criteria for use in the study. Three studies involved resistance exercise, and 5 studies involved corticosteroids. Of the 3 resistance studies, 2 had significant changes in WOMAC scores. Of the 5 studies on corticosteroid injections, 4 had significant changes in WOMAC scores. CONCLUSION: Evidence from this review suggests that there is a significant improvement in WOMAC scores for both intervention groups. Although an analysis of research evidence suggests that there is no superior treatment for knee osteoarthritis between corticosteroid injections and resistance exercise, it is important to consider contextual and environmental factors before recommending either treatment.

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)0.010
metaresearch head score (Gemma)0.039
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.011
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.039
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0110.008
Bibliometrics0.0060.007
Science and technology studies0.0010.001
Scholarly communication0.0030.002
Open science0.0020.001
Research integrity0.0020.001
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 head0.020
GPT teacher head0.259
Teacher spread0.239 · 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 designSystematic review
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

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

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