Presumed eccrine carcinoma metastatic to the choroid
Bibliographic record
Abstract
The purpose of this article is to describe a patient with presumed choroidal metastasis from an eccrine adenocarcinoma of the scalp. A 45-year-old Caucasian woman presented with decreased visual acuity. Ophthalmologic examination was unremarkable. Her past medical history was significant for eccrine carcinoma of the scalp. The patient developed bilateral cervical lymph node metastases, and received chemotherapy and radiotherapy. She had recurrence of the scalp lesion and developed bone metastasis. The patient was again referred to an ophthalmologist owing to reduced visual acuity. Multiple choroidal metastases were detected in right eye, and one metastatic lesion in left eye. The patient passed away 2 months after choroidal metastases. This is the first report of choroidal metastases from an eccrine carcinoma. This is a rare aggressive neoplasm with poor outcome in most cases of metastatic disease, and in this case report, uveal metastasis was indicative of poor prognosis.
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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) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| 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".