Minor salivary gland sialolithiasis associated with a palatal sialocele in a dog
Bibliographic record
Abstract
A five-year-old Labrador retriever was referred for progressively worsening inspiratory stridorand accompanying dyspnea. Oropharyngeal inspection identified a mass in the soft palate as the cause for upper airway obstruction. Fine-needle aspiration of the mass evacuated mucohemorrhagic fluid and revealed multiple sialoliths. The sialocele was surgically explored, all sialoliths were removed, the lining of the sialocele was resected, and the remaining defect in the palate was reconstructed and closed. Histology of submitted tissues confirmed it to be a sialocele and the sialoliths consisted of protein and carbonate apatite. The dog made an unremarkable recovery and was discharged on the same day. No recurrence occurred and the dog was free of any respiratory symptoms six months post treatment.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.001 | 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 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".