Postoperative Rehabilitation Protocols for Achilles Tendon Ruptures
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
UNLABELLED: The optimal postoperative rehabilitation protocol after surgical repair of an Achilles tendon rupture is unknown. Although a 6-week cast immobilization is common, many early functional rehabilitation protocols have been implemented. The purpose of this study was to conduct a meta-analysis to determine if an early functional protocol for surgical repair of an acute Achilles tendon rupture improves subjective patient satisfaction without an increase in rerupture rates. Secondary outcomes of interest from an early functional protocol include infections, range of motion, strength, and minor complications. An extensive literature search for randomized or quasirandomized studies identified six trials involving 315 patients. Early functional treatment protocols, when compared with postoperative immobilization, led to more excellent rated subjective responses and no difference in rerupture rate. Our conclusions are based on six trials with small sample sizes, and larger randomized trials are required to confirm these results. LEVEL OF EVIDENCE: Therapeutic Study, Level II (Systematic review of Level II studies or Level I studies with inconsistent results).
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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 | 0.004 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.002 | 0.003 |
| 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 it