Anaplastic large cell lymphoma as a posttransplant lymphoproliferative disorder in a renal transplant patient: A case report
Bibliographic record
Abstract
We report a case of a 45-year-old female who developed an ALK-positive anaplastic large cell lymphoma (ALCL) 9 years after renal transplant. The patient underwent a cadaveric renal transplant for diabetic nephropathy, and presented 9 years later with fever and multiorgan dysfunction. The initial CT scans showed multiple enlarged supra- and infradiaphrgamatic lymph nodes. A CT-guided core needle biopsy of a retroperitoneal lymph node revealed ALK positive ALCL. She received six cycles of cyclophosphamide, adriamycin, vincristine, etoposide, and prednisone, and has been in remission for over 3 years. Monomorphic T-cell posttransplant lymphoproliferative disorder (PTLD) is an established but rare entity of PTLD and generally carries poor prognosis. This is a case report of a late PTLD with pathology reporting an aggressive T-cell lymphoma that has been successfully treated with multiagent chemotherapy.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".