Canine acanthomatous ameloblastoma in a golden retriever mix dog
Bibliographic record
Abstract
Canine acanthomatous ameloblastoma (CAA) is a benign but locally invasive oral tumor that arises from the remnants of tooth-forming (odontogenic) epithelium within the submucosa and periodontal ligament. Although non-metastatic, CAA exhibits aggressive behaviour, particularly invading and destroying surrounding bone and dental structures. This case involved a 9-year-old female Golden Retriever mix, weighing 28.5 kg, presenting with a solid mass on the mandibular gingiva between canine tooth 304 and 404, approximately 2.5 × 2 × 1 cm in size. The tumor had been growing for five months. Diagnostic imaging, including dental radiography, along with cytological and histopathological examinations, was performed to establish the diagnosis. Histopathology revealed a thickened mucosal layer, acanthosis, with the presence of ameloblastoma island. These findings were consistent with the characteristic of acanthomatous ameloblastoma. Rim excision was chosen to remove the tumor mass. Postoperative care included analgesia with tramadol and antibiotic therapy with enrofloxacin and metronidazole. The dog demonstrated a successful recovery, with normal clinical status observed within a week post-surgery. A one-year postoperative examination confirmed no signs of tumor recurrence.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 0.010 |
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; both teacher heads agree on what is shown here.
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".