Primary Follicular Dendritic Cell Sarcoma of Urinary Bladder
Bibliographic record
Abstract
Follicular dendritic cell sarcoma is a rare malignant mesenchymal neoplasm composed of follicular dendritic cells. A subset of cases can be found at extranodal sites. Only 2 follicular dendritic cell sarcomas were previously reported in the urinary bladder. We report a follicular dendritic cell sarcoma that involved the urinary bladder of an 81-year-old woman, who presented with painless gross hematuria. The neoplasm was composed of large epithelioid cells with atypical nuclei, admixed with inflammatory cells. On immunohistochemistry, the neoplastic cells were reactive only for CD21, CD35, and vimentin. The tumor was considered unresectable due to its large size and proximity to the iliac vessels and the patient was treated with bortezomib, cyclophosphamide, and dexamethasone. Although a full course of chemotherapy was not completed due to adverse side effects, the tumor was reduced in size. A subsequent involved-field radiotherapy was performed. Three years postdiagnosis and 2 years after the radiotherapy treatment, a recurrent tumor was identified on imaging in the left posterolateral bladder wall. However, at that time the patient was found to have a newly developed advanced colonic adenocarcinoma. Three and a half months later she developed a bowel perforation and died.
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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) | 0.001 | 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".