KNEE JOINT SYNOVITIS AFTER TOTAL KNEE ARTHROPLASTY IS NOT CORRELATED TO PATIENT SATISFACTION SCORE
Bibliographic record
Abstract
Total knee arthroplasty (TKA) is an established and effective intervention for advanced OA. However, patient dissatisfaction for persistent pain or failing to achieve good clinical outcomes is common with approximately 20% of patients reporting dissatisfaction following primary TKA, despite a mechanically stable knee joint. Patient dissatisfaction after is attributed to several key factors: patient expectations prior to surgery, the degree of improvement in knee function, and pain relief following surgery. In a recent study in our laboratory, synovitis has been shown to be present at both baseline and 1-year post-TKA and associated with pain. However, patient dissatisfaction was not assessed. The persistent synovitis both pre-TKA and post-TKA in the subset of individuals, could potentially explain patient dissatisfaction and pain. Further to this, it is unknown if synovitis is persistent (>2 years post-TKA) and if it is associated with patient dissatisfaction and adverse outcomes/dissatisfaction (pain, poor functional outcomes, and poor quality of life) post-TKA. The objectives of this research study were to 1) determine the role of synovitis in dissatisfied 3 2 years post-TKA and 2) to determine if synovitis 3 2 years post-TKA associated with pain, poor functional outcomes, and poor quality of life. Study participants ≥ 2–5 years post-TKA with an arthroplasty trained orthopaedic surgeon were recruited. The time point (≥ 2–5 years) post-TKA was chosen as there can be still improvements (pain, stiffness, etc.) in clinical status post-TKA up to 2 years. Satisfied and dissatisfied patients were recruited based off the Knee Society Score Patient Satisfaction rating (satisfaction was determined by 3 24/40 and dissatisfaction was <24/40). A clinical evaluation (demographics, history of knee symptoms, injury, medication use, height, weight, body mass index (BMI), and abdominal circumference), 3D ultrasound for synovitis based on the OMERACT knee OA protocol, patient reported outcome questionnaires (Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC)), functional assessment (30 second Chair Stand Test (CST)), and pressure pain threshold (PPT) were completed at the study visit. Spearman correlations were used to determine associations between satisfaction and WOMAC score, CST, PPT, and BMI. Spearman correlations were used to determine associations between satisfaction and overall synovitis and synovitis sub-scores. An independent t-test was used to compare satisfaction between sexes. n=58 patients (n=32 satisfied and n=26 dissatisfied) were recruited into the study (55% female, average age 70±7.8 years, average BMI 31.6±4.9 kg/m2). Satisfaction scores were significantly negatively correlated with WOMAC total scores (r=−0.762; p<0.0001; Fig 1), significantly positively correlated with the CST (r=0.5718; p<0.0001; Fig 1), and significantly positively correlated with PPT (r=0.4336; p=0.0015; Fig 2). Satisfaction score was comparable between sexes (p=0.6289) and not correlated with BMI (r=0.021; p=0.8832). Satisfaction score was not correlated with overall synovitis grade (rS=0.235; p=0.129; Fig 2), hypertrophy/hyperplasia (rS=0.094; p=0.546), effusion, (rS=0.096; p=0.537), or power doppler (rS=−0.079; p=0.537). Further, satisfaction score was not significantly correlated with summed general synovitis score (rS=−0.0923; p=0.552), regional sum synovitis score (rS=−0.1759; p=0.254), or the burden of synovitis (rS=−0.2203; p=0.151). Further, overall synovitis grade was not correlated with the CST (r=−0.0876, p=0.577), PPT (r=−0.141, p=0.366), BMI (r=−0.242, p=0.118), or sex (r=0.0654, p=0.685). Lastly, overall synovitis grade was not correlated to WOMAC total score (r=−0.1978, p=0.204). Patient reported pain, stiffness, and poor physical function at 2 years following TKA was directly correlated to decreased patient satisfaction. However, patient satisfaction following TKA (≥ 2–5 years post-TKA) was not correlated to the presence or burden of knee joint synovitis. Patients who were satisfied with their TKA demonstrated improved functional outcomes and pain pressure threshold (tissue sensitivity). Further characterization of synovitis at a cellular level should be considered in future studies. Patient satisfaction following TKA was not correlated to the presence or burden of knee joint synovitis at ≥ 2–5 years post-TKA. For any figures or tables, please contact the authors directly.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".