Ipsilateral Type IV Closed Talus and Calcaneal Fractures: A Case Report and Review of Literature
Bibliographic record
Abstract
ABSTRACT Talar and calcaneal fractures are commonly associated with other musculoskeletal injuries and systemic trauma. Both injuries in isolation have a guarded clinical outcome, and are associated with numerous complications whether treated operatively or nonoperatively. Few studies, however, have reported cases with ipsilateral closed talus and calcaneal fractures. We report one such rare case presenting with closed ipsilateral type IV talar neck fracture and type IV communited intra-articular calcaneal fracture as a result of high energy trauma. Unfortunately the patient had a concurrent vascular injury at the proximal tibia level which ultimately necessitated amputation. Through our report we highlight the universally poor results in such cases and discuss the management options if encountered with such a rare pattern of injury. How to cite this article Bhagwat K, Bachhal V, Bali K, Dhillon MS. Ipsilateral Type IV Closed Talus and Calcaneal Fractures: A Case Report and Review of Literature. J Postgrad Med Edu Res 2013;47(3):156-158.
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.007 | 0.005 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".