Anterior Intramuscular Transposition With Ulnar Nerve Decompression at the Elbow
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
The effectiveness of decompression and anterior intramuscular transposition of the ulnar nerve for treatment of severe cubital tunnel syndrome was evaluated. A consecutive series of 39 anterior intramuscular transpositions were reviewed. One surgeon performed the transpositions between 1993 and 1997 in 34 patients who presented with clinically severe cubital tunnel syndrome. Clinical outcome and satisfaction with surgery were assessed. The results showed early clinical improvement of 77% of patients (mean followup, 3.34 months). With repeated assessments later, the same group of patients had clinical improvement of 62% (mean followup, 30.9 months). Patients younger than 50 years, individuals who underwent external neurolysis, or patients who had a previously failed subcutaneous transposition had fewer satisfactory 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 | 0.003 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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