Does Robotic‐Assisted Total Knee Arthroplasty Improve Outcomes of Adult Osteoarthritis Patients—A Systematic Review and Trial Sequential Meta‐Analysis
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.
Bibliographic record
Abstract
ABSTRACT Background and Objectives Total knee arthroplasty (TKA) is a standard treatment for end‐stage knee osteoarthritis (KOA). While conventional TKA (cTKA) is widely used, robotic‐assisted TKA (rTKA) has gained attention for its potential precision and improved outcomes. However, the comparative efficacy and safety of rTKA versus cTKA remain unclear due to inconsistent findings in existing studies. This study aims to systematically review and compare the efficacy and safety of rTKA and cTKA in patients with KOA. Methods A total of seven databases were searched. Only randomized controlled trials (RCTs) were included in this systematic review. Subgroup analysis, sensitivity analysis, and trial sequential analysis (TSA) were used to evaluate the stability of the results. Results Twenty‐five RCTs involving 3156 patients with KOA were included. The only statistically significant clinical difference between patients who received rTKA and cTKA was that the rTKA group was associated with a longer operative duration (MD = 22.38 mins; 95% confidence interval [CI] [12.86, 31.91]; p < 0.00001; I 2 = 98%). As for functional parameters, the two groups had similar results in postoperative Knee Society Score (KSS), the Western Ontario and McMaster Universities (WOMAC), and Hospital for Special Surgery Score (HSS). Regarding the tibiofemoral angle and the coronal femoral component angle, no significant difference was observed between the two groups. Patients in the rTKA group had a higher hip–knee–ankle angle (HKA) (MD = 0.63; 95% CI [0.23, 1.03]; p = 0.002; I 2 = 52%), lower HKA deviation (MD = −0.99; 95% CI [−1.24, −0.74]; p < 0.00001; I 2 = 0%), and a higher coronal tibial component angle (MD = 0.46; 95% CI [0.07, 0.85]; p = 0.02; I 2 = 81%) after the surgery. Conclusions While rTKA appears to be a feasible and safe alternative to cTKA, the mixed evidence from our study highlights the need for further research to fully understand its clinical implications and long‐term outcomes. Trial Registration: PROEPERO: CRD42024541052
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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 | 0.002 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.028 | 0.016 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 it