Early Major Complications of Endoscopic Carpal Tunnel Release: A Review of 1200 Cases
Bibliographic record
Abstract
Although the early benefits of endoscopic carpal tunnel release have been demonstrated, there is great controversy regarding the risks and safety of the technique. The present study reports early major complications in a series of 1278 consecutive cases performed by a single surgeon over a seven-year period. All procedures were performed under local anaesthesia on an outpatient basis using the Agee single portal technique. Mean follow-up was three months. No vascular, tendon or permanent nerve injuries were documented. Recurrent or persistent symptoms occurred in 7% of patients for which 20 of 89 underwent subsequent open carpal tunnel release. No nerve injuries were found on re-exploration. Other complications were consistent with previously reported incidences. This is the largest reported case series by a single surgeon and represents an accumulation of surgical experience at the upper end of the learning curve. Endoscopic carpal tunnel release is a safe procedure in this experienced single surgeon series.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".