Thyroid papillary cist adenoma in dog (Canis familiaris)
Bibliographic record
Abstract
The thyroid adenomas are not common in dogs, and the majority of cases are identified at necropsy as an accidental finding. These neoplasias affect dogs with age between 11 and 13 years old. The aim of this work was to report the surgical treatment, with no association to any adjuvant treatment, of non functional thyroid papillary cist adenoma with 8 cm in length and 6 cm in width, in a dog, Labrador breed, with four years old, attended at the Veterinary Hospital School, Mozambique. The complementary exams as image (X-ray and ultrasound), complete blood count, serum biochemistry, hormonal dosage and fine-needle aspiration (FNA), were not conclusive for the diagnosis. However, the histopathology exam was crucial for the definitive diagnosis, and the treatment by complete surgical resection, without association with chemotherapy, was effective in this case.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| 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 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".