MétaCan
Menu
Back to cohort
Record W2109127872

Is Regenerative Injection Therapy (Prolotherapy) Effective at Reducing Pain Associated With Knee Osteoarthritis

2015· article· en· W2109127872 on OpenAlexaboutno aff
Ashley Aloi

Bibliographic record

VenueDigital Commons - PCOM (Philadelphia College of Osteopathic Medicine) · 2015
Typearticle
Languageen
FieldMedicine
TopicTendon Structure and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsProlotherapyOsteoarthritisMedicinePhysical therapySurgeryAlternative medicine
DOInot available

Abstract

fetched live from OpenAlex

Objective: The objective of this selective EBM review is to determine whether or not “Is regenerative injection therapy (prolotherapy) effective at reducing pain associated with knee osteoarthritis?” Study Design: Review of all English language primary studies published in 2012 and 2013. Data Sources: One randomized control trial, one randomized crossover study and one single-arm uncontrolled study were found using PubMed and Ebscohost. Outcomes Measured: Clinical outcome for all three articles was measured using the Western Ontario McMaster University Osteoarthritis Index (WOMAC); which specifically focuses on quality of life, function, and pain reduction after the use of prolotherapy versus the saline placebo. Results: In a randomized control study (RCT) by Rabago et al. (2012) they found that patients given prolotherapy sustained significant improvement of pain, function, and stiffness scores for knee osteoarthritis compared with the blinded saline injection group. The randomized crossover study by Dumais et al. also came to the conclusion that prolotherapy is associated with a marked reduction in symptoms that was sustained for over 24 weeks. The Rabago et al. (2013) single-arm uncontrolled study also found similar results; 36% improvement on the WOMAC. Conclusions: Both randomized controlled trials and the single-arm uncontrolled studies included in this review indicate that regenerative injection therapy, also known as RIT or prolotherapy, is an effective treatment for knee osteoarthritis in regards to quality of life, pain, and function.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.439
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.030
GPT teacher head0.264
Teacher spread0.234 · 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 teacher head, not a consensus.

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

Citations0
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueDigital Commons - PCOM (Philadelphia College of Osteopathic Medicine)Same topicTendon Structure and TreatmentFrench-language works237,207