Arthroscopic Dorsal Capsular Release in the Wrist
Bibliographic record
Abstract
Wrist stiffness is a multifactorial condition that is debilitating for those which it affects. Although good results have been achieved in the past with aggressive physiotherapy and splinting regimens, however, there are some cases that remain refractory to this treatment. In those cases that are caused primarily by arthrofibrosis, arthroscopic surgical release of the capsule is another treatment option. Arthroscopic release of the volar wrist capsule has been previously described. The authors describe this new technique for arthroscopic dorsal capsular release using an intracapsular nylon tape to afford protection to the extensor tendons. They believe that the procedure is relatively safe with a low complication rate as well as good patient outcomes. Although the cohort of patients in whom this procedure is indicated is likely to be small, we feel that it gives the upper-limb surgeon another option for managing this often difficult problem.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 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".