Enteropathy‐associated intestinal T‐cell lymphoma in cavitating mesenteric lymph node syndrome: Fine‐needle aspiration contributes to the diagnosis
Bibliographic record
Abstract
Cavitating mesenteric lymph node syndrome (CMLNS) is an infrequently reported manifestation of unrecognized/longstanding celiac disease and may be associated with enteropathy-associated intestinal T-cell lymphoma and hyposplenism. Unrecognized malignancy and life-threatening infections can pose a significant risk to patients in cases of delayed diagnosis. Fine-needle aspiration of the mesenteric lesions may contribute significantly to the correct diagnosis and can expedite patient management. We report on the cytologic characteristics of enteropathy-associated intestinal T-cell lymphoma first detected in a cyst fluid specimen obtained from a patient with cavitating mesenteric lesions. Image-guided fine-needle aspiration resulted in chylous fluid that contained a lymphoid cell population with neoplastic morphology and abnormal immunophenotype. Further work-up led to the diagnosis of enteropathy-associated intestinal T-cell lymphoma with bone marrow involvement. Cytologic assessment of the cyst fluid is an important part of the diagnostic cascade in patients with CMLNS to exclude clinically occult lymphoma.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.018 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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".