Relationships between Serum Interleukin-6, Radiographic Severity a WOMAC Index in Patients with Primary Knee Osteoarthritis
Bibliographic record
Abstract
Background: Osteoarthritis (OA) is the highest prevalent degenerative joint condition, leading to joint discomfort and impaired function. Objective: This study aimed to examin the relationship among serum interleukin-6 (IL-6) and knee osteoarthritis (KOA) signs as well as the relationship among serum IL-6 and radiographic severity in cases with primary KOA. Methods: This case-control research involved 50 primary KOA cases and 50 controls. Signs were measured through the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC). Results: Serum IL-6 was significantly elevated in OA cases than controls. WOMAC in OA cases ranged from 0 to 95 and Kellegren-Lawrence (KL) score mean was 2.7 ± 0.76.Serum IL-6 was significantly correlated with pain, physical function score, and radiographic score.Regression analysis revealed that IL-6 had a higher influence on WOMAC and KL score. Conclusion: Serum IL-6 is elevated in KOA cases. In addition, serum IL-6 is associated with OA signs and radiographic severity.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".