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Record W3098469382

Treatment of Osteoarthritis of the Knee: An Update Review [Internet]

2017· article· en· W3098469382 on OpenAlexaboutno aff
Sydne J Newberry, John FitzGerald, Nelson F. SooHoo, Marika Booth, Joyce Marks, Aneesa Motala, Eric Apaydin, Christine Chen, Laura Raaen, Roberta Shanman, Paul G Shekelle

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsMedicinePhysical therapyPsychological interventionOsteoarthritisObservational studyRandomized controlled trialQuality of life (healthcare)ElectrotherapyRehabilitationPhysical medicine and rehabilitationClinical trialKnee painInternal medicineAlternative medicine
DOInot available

Abstract

fetched live from OpenAlex

Objectives To assess the evidence for the efficacy of the following interventions for improving clinical outcomes in adults with osteoarthritis (OA) of the knee: cell-based therapies; glucosamine, chondroitin, or glucosamine plus chondroitin; strength training, agility, or aerobic exercise (land or water based); balneotherapy, mud bath therapy; electrical stimulation techniques (including transcutaneous electrical stimulation [TENS], neuromuscular electrical stimulation, and pulsed electromagnetic field therapy [PEMF]); whole body vibration; heat, infrared, or ultrasound; orthoses (knee braces, shoe inserts, or specially designed shoes); weight loss diets; and home-based therapy or self-management. Data sources PubMed®, Embase®, the Cochrane Collection, Web of Science, and the Physiotherapy Evidence Database (PEDRO) from 2006 to September 2016, and ClinicalTrials.gov and the proceedings from the 2015 American College of Rheumatology annual meetings. Review methods We included randomized controlled trials conducted in adults 18 years or over diagnosed with OA of the knee, comparing any of the interventions of interest with placebo (sham) or any other intervention of interest that reported a clinical outcome (including pain, function, and quality of life). We also included single-arm and prospective observational studies that analyzed the effects of weight loss in individuals with OA of the knee on a clinical outcome. Standard methods were used for data abstraction and analysis, assessment of study quality, and assessment of the quality of the evidence, according to the Agency for Healthcare Research and Quality Methods Guide. Findings were stratified according to duration of interventions and outcomes: short term (4–12 weeks), medium term (12–26 weeks), and long term (>26 weeks). Results Evidence was insufficient to draw conclusions about the effectiveness of many interventions, largely due to heterogeneous and poor-quality study design, which limited the number of studies that met inclusion criteria and could be pooled. Interventions that show beneficial effects on short-term outcomes of interest include TENS for pain (moderate strength of evidence [SoE]); strength and resistance training on Western Ontario and McMaster University Arthritis Index (WOMAC) total scores; tai chi on pain and function; and agility training, home-based programs, and PEMF on pain (low SoE). Interventions that show beneficial effects on medium-term outcomes include weight loss for pain (moderate SoE) and function, intra-articular platelet-rich plasma on pain and quality of life, glucosamine plus chondroitin on pain and function, chondroitin sulfate alone on pain, general exercise programs on pain and function, tai chi on pain and function, whole-body vibration on function, and home-based programs on pain and function (low SoE). Interventions that show beneficial long-term effects include agility training and general exercise programs for pain and function, and manual therapy and weight loss for pain (low SoE). Moderate SoE supports a lack of long-term benefit of glucosamine-chondroitin on pain or function, and glucosamine or chondroitin sulfate alone on pain. No consistent serious adverse effects were reported for any intervention. Almost no studies conducted subgroup analysis to assess the participant characteristics associated with better outcomes, and few studies systematically compared interventions head to head. Additional limitations included lack of blinding and sham controls in studies of physical interventions and the potentially limited applicability of study results to patients seen in nonacademic health care settings. Conclusions A variety of interventions assessed for their efficacy in treating OA of the knee in this review demonstrate shorter term beneficial effects on pain and function. With the exception of weight loss, agility training, and general exercise programs, few have been tested for or show long-term benefits. Larger randomized controlled trials are needed, with more attention to appropriate comparison groups and longer duration, to assess newer therapies and to determine which types of interventions are most effective for which patients.

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)0.002
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.007
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.007
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0050.003
Bibliometrics0.0070.009
Science and technology studies0.0000.001
Scholarly communication0.0020.002
Open science0.0020.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0070.001

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 head0.025
GPT teacher head0.298
Teacher spread0.273 · 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 designNot applicable
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

Citations5
Published2017
Admission routes1
Has abstractyes

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