The Current Role of Postoperative Radiation Therapy in Salivary Duct Carcinoma of the Parotid Gland: A Case Series Report and Review of the Literature
Bibliographic record
Abstract
Salivary duct carcinoma is a rare and highly malignant tumor of the salivary glands. It has poor prognosis, one of the worst amongst all salivary gland tumors, with high rates of local recurrence and metastasis. Histologically, it is very similar to the ductal carcinoma of the breast, hence its name. We describe five new cases of salivary duct carcinoma of the parotid gland and the therapeutic approach that was followed, concentrating on radiation therapy. Due to the aggressiveness of the tumor, many researchers have suggested that the therapeutic approach should also be aggressive in nature utilizing multiple modalities including surgery, radiation therapy, chemotherapy and hormone therapy. J Med Cases. 2014;5(7):381-384 doi: http://dx.doi.org/10.14740/jmc1812w
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".