Reconstruction of Chronic Distal Biceps Tendon Rupture With Autogenous Semitendinosis Graft Using the “Anatomic Length Method” and Concomitant Bicipital Aponeurosis Repair
Bibliographic record
Abstract
We present a novel variation of a surgical technique for reconstruction of chronic distal biceps tendon ruptures using the “Anatomic Length Method.” Graft length for chronic distal biceps tendon rupture reconstruction is extremely variable and typically empirically determined by elbow position during final fixation. These techniques do not account for chronicity and varying degrees of retraction and muscle shortening. For this unique variation in the surgical technique, the graft length used is based on previous anatomic cadaveric measurements done in our center with an external distal biceps tendon length mean of 6.3 cm. In addition, our technique routinely reconstructs the bicipital aponeurosis. This allows for a highly reproducible surgical technique and restores a more normal biceps anatomy and muscle length-tension relationship.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 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 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".