Fractures of the Calcaneal Tuberosity Treated With Suture Fixation Through Bone Tunnels
Bibliographic record
Abstract
Fractures of the calcaneal tuberosity, although rare, present a challenge for the treating surgeon. The goal of treatment is restoration of function of the gastrocnemius-soleus complex and the Achilles tendon. These fractures often occur in diabetics and elderly osteoporotic patients and therefore fixation of the displaced fragment is difficult. Displaced fractures, if not recognized and promptly reduced, often result in secondary soft tissue compromise. Often, the fragment is a small shell of osteoporotic bone, which is less than optimal for bony fixation. We present our technique for surgical fixation of calcaneal tuberosity fractures using a suture placed through bone tunnels in the calcaneal body. This technique is used by itself for smaller fragments or supplemented with screw fixation for larger fragments.
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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 | 0.000 | 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".