Primary mast cell tumour of the soft palate in a dog
Bibliographic record
Abstract
Abstract A 12‐year‐old, male, entire Labrador retriever was presented to its primary care practice with a history of vomiting. A soft tissue mass was identified within the soft palate. Cytology from a fine‐needle aspirate revealed atypical mast cells, consistent with a mast cell tumour. Initial staging included complete blood count, serum biochemistry, serum electrolyte assay, thoracic, abdominal and cervical radiographs, computed tomography of the head and neck, and ultrasound‐guided aspirates of the retropharyngeal lymph nodes, liver and spleen. No evidence of nodal or distant metastasis was identified, and a diagnosis of primary soft palatal mast cell tumour was made. The dog underwent staphylectomy followed by adjunctive chemotherapy. Repeat staging was performed, which did not identify any evidence of metastasis. The dog died 22 months after initial presentation from an unknown cause.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.001 |
| 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".