Osteomyelitis and fracture callus abscessation secondary to a foreign body reaction in a traumatic open fracture of the zygomatic bone of a puppy
Bibliographic record
Abstract
A five‐month‐old male labrador retriever presented with a large (6×3×5 cm) firm swelling associated with the right zygomatic arch. The dog suffered a bite wound two months previously, causing puncture wounds dorsal to the orbit where radiographs demonstrated a minimally displaced fracture of the zygomatic arch and surrounding soft, fluctuant swelling. Following three to four weeks of conservative management, the swelling had partially ossified. CT of the skull demonstrated a large cavitary osseous lesion of the right zygomatic arch associated with the previous fracture site. A lateral approach was used to perform marginal excision of the mass, preserving the eye. Histopathology of the mass revealed woven bone formation, granulation tissue lining the cavity and a fragment of plant material within the cavity. The recovery from surgery was unremarkable, and the dog did not suffer any intraoperative or postoperative complications. The dog was clinically normal at follow‐up 21 months post surgery.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".