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Record W4408118250 · doi:10.1080/17460751.2025.2472589

Quality of life changes in patients suffering from knee osteoarthritis treated with bone marrow aspirate concentrate, platelet-rich plasma and hyaluronic acid injections

2025· article· en· W4408118250 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRegenerative Medicine · 2025
Typearticle
Languageen
FieldMedicine
TopicPeriodontal Regeneration and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsHyaluronic acidOsteoarthritisPlatelet-rich plasmaMedicineBone marrow aspirateBone marrowPlateletQuality of life (healthcare)SurgeryInternal medicinePathologyAnatomy

Abstract

fetched live from OpenAlex

BACKGROUND: This study aimed to compare the effects of different treatments on quality of life in knee osteoarthritis patients. It focused on three therapies: bone marrow aspirate concentrate (BMAC), platelet-rich plasma (PRP), and hyaluronic acid (HA). METHODOLOGY: The trial was conducted at a single center with 175 patients over a 12-month period with the knee OA, KL grade II-IV. Outcomes were measured using the WOMAC (Western Ontario and McMaster Universities Osteoarthritis Index) and SF-36 scales, which assess physical and emotional well-being. Linear mixed models (LMMs) were used to analyze which treatment had the most positive impact on quality of life. RESULTS: ≤ 0,001). PRP outperformed HA in some aspects, but BMAC consistently led to greater gains. The most notable enhancements were seen in areas like role limitations due to physical health and overall physical functioning. CONCLUSIONS: The study suggested that BMAC treatment may contribute to improved quality of life in patients with knee osteoarthritis, particularly in terms of physical function. The correlation between WOMAC and SF-36 scores supports these findings, indicating a potential role for BMAC in enhancing mobility. CLINICAL TRIAL REGISTRATION: NCT03825133 (ClinicalTrials.gov).

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.114
Threshold uncertainty score0.828

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.022
GPT teacher head0.273
Teacher spread0.251 · 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