Sarcomatoid Carcinoma of Orbit in a Patient With Xeroderma Pigmentosum
Bibliographic record
Abstract
Spindle cell carcinoma (SpCC), also referred to as sarcomatoid carcinoma, makes up less than 3% of all head and neck squamous cell carcinomas (SCCs). It is an uncommon and unusual biphasic malignant tumor primarily affecting the upper aero-digestive tract. SpCC consists of spindled or pleomorphic tumor cells. Mostly, these tumors are seen in the fifth or sixth decades of life and are strongly associated with smoking and alcohol. We hereby report an infrequently encountered case of SpCC in a patient with xeroderma pigmentosum (XP), who was young, nonsmoker, and did not consume alcohol. The mass arose from the right orbit and involved the entire right face. The postoperative histopathological report showed SpCC. Surgical excision of the mass was performed. We aimed to add to the prevailing literature by reporting 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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".