MétaCan
Menu
Back to cohort
Record W4315566332 · doi:10.7759/cureus.33630

Comparison of Various Modalities in the Treatment of Early Knee Osteoarthritis: An Unsolved Controversy

2023· article· en· W4315566332 on OpenAlexaboutno aff
Vyshnav Srinivasan, Prabhu Ethiraj, Sandesh Agarawal, H S Arun, Madhavan Parmanantham

Bibliographic record

VenueCureus · 2023
Typearticle
Languageen
FieldMedicine
TopicOsteoarthritis Treatment and Mechanisms
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineOsteoarthritisWOMACVisual analogue scaleSurgeryDebridement (dental)ArthroscopySynovitisViscosupplementationKnee painHyaluronic acidPhysical therapyArthritisInternal medicineIntra articular

Abstract

fetched live from OpenAlex

Introduction Osteoarthritis (OA) of the knee is a common degenerative disease, relatively more prevalent among middle-aged people. It is one of the major reasons for walking-related disability. Recently, early knee OA has been seen as an imperative concern in many younger patients who struggle with the disabling effect of pain and management is extremely speckled. Degenerative changes such as loss of cartilage, subchondral bone changes, synovial inflammation, and meniscal degeneration are seen in OA. Symptoms are relieved by therapeutic strategies such as lifestyle behaviour changes, exercise, and oral and injectable medications. Intra-articular delivery of drugs acts as a direct effect on the target tissue, which grossly reduces side effects and is commonly preferred nowadays. The current study is a comparative assessment of the functional outcomes associated with various treatment modalities in osteoarthritis of the knee, i.e., arthroscopic debridement, arthroscopic debridement with microfracture, platelet-rich plasma (PRP) injection, and hyaluronic acid. Methods A retrospective observational hospital-based study was conducted among 139 cases of osteoarthritis. Patients aged between 40-60 years with diagnosed Kellgren- Lawrence grade 1 and 2 OA knee, who underwent arthroscopic debridement, arthroscopic debridement with microfracture, PRP injection, or hyaluronic acid in our institute were included. Results The mean age was 52.83 + 6.8 years. The mean BMI was 27.45 + 1.6 kg/m2. At the time of diagnosis of OA, the mean visual analogue scale for pain (VAS) and Western Ontario and McMaster Universities Arthritis Index (WOMAC) scores were 7.26 +0.7 and 55.30 + 2.21 respectively. Out of the total, 88 (63.3%) were females and 51 (36.7%) were males. Right-sided OA knee was seen in the majority of study participants. Of the total, 93 (66.9%) patients had grade 2 and only 46 (33.1%) had grade 1 OA. A statistically significant difference was found between the mean VAS and WOMAC score at the time of diagnosis, three weeks, three months, as well as at six months of therapy. In the hyaluronic acid treatment, no significant difference was found in mean VAS and WOMAC scores. Conclusion Various treatments are available for early-diagnosed OA. According to the findings of this study, overall improvement was seen in VAS and WOMAC scores at the follow-up after six months of specific treatment. In a period over six months, arthroscopic debridement with micro-fracture was more effective and safe when compared with other modalities of treatment for early OA knee. Also, injection of PRP was superior to other methods for VAS pain reduction, and WOMAC-pain and WOMAC-stiffness scores improved at one month.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.397
Threshold uncertainty score0.427

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
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 head0.045
GPT teacher head0.332
Teacher spread0.288 · 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.

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

Citations7
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueCureusSame topicOsteoarthritis Treatment and MechanismsFrench-language works237,207