Metastasis of cutaneous squamous cell carcinoma to the stomach: a rare entity
Bibliographic record
Abstract
Metastatic spread of cutaneous squamous cell carcinoma (cSCC) to the gastrointestinal tract is a rare entity. A 63-year-old woman with a history of poorly controlled HIV and a recurrent cSCC on the right temple presented with functional decline, ascites and shortness of breath. A CT scan showed widespread metastatic malignancy involving lung, pleura, heart, stomach, liver, retroperitoneum and soft-tissue. In the case presented here, an upper endoscopy revealed a submucosal lesion in the stomach. Biopsies described the lesion as a poorly differentiated SCC. Comprehensive genomic profiling yielded striking molecular similarities between the gastric tumour and the patient's prior cSCC. It confirmed the origin of the disease and excluded spread from an occult primary. This case adds to the limited literature on gastrointestinal metastases of cSCC and serves as a reminder that non-AIDS-defining cancers are on the rise in the HIV-population.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".