Pediatric Warthin Tumor of Parotid Gland
Bibliographic record
Abstract
The benign neoplasms of parotid glands in children are mostly pleomorphic adenoma and Warthin tumor is extremely rare. The differential diagnosis of Warthin tumor from mucoepidermoid carcinoma in pediatric cases before the surgery is often difficult and it is not easy to determine the surgical design. We reported an 8-year-old girl with Warthin tumor in left parotid gland. The m agnetic resonance imaging ( MRI ) of the mass revealed comparatively lower value of the apparent diffusion coefficient value, which suspected the Warthin tumor. She therefore underwent superficial parotidectomy via modified facelift incision. She has never suffered from facial palsy and Frey syndrome for 2 years after the surgery and the cosmetic result was satisfactory. It suggests that precise preoperative diagnosis is important because the surgery for pediatric cases with parotid gland neoplasm should be designed to remove the tumor completely with an adequate margin. Int J Clin Pediatr. 2014;3(2):55-58 doi: http://dx.doi.org/10.14740/ijcp149w
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".