Post-transplant lymphoproliferative disorder as a cause of oesophageal ulceration and stricture: case report and literature review
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Post-transplant lymphoproliferative disorder (PTLD) of the oesophagus is a rare complication of solid organ transplant that requires a high index of suspicion to diagnose. A literature review conducted on Ovid Medline database retrieved 24 articles, among which five previous cases of oesophageal PTLD were identified. Development of oesophageal strictures related to PTLD has not been reported in the literature. We report a case of oesophageal PTLD following lung transplant, presenting with extensive, circumferential ulceration in the oesophagus. PTLD was successfully treated with chemotherapy but subsequently, this patient developed a severe oesophageal stricture at the site of her PTLD. She presented with an episode of food bolus impaction requiring endoscopic retrieval. In the following years, our patient required multiple endoscopic dilatations of this PTLD-related oesophageal stricture.
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.
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) | 0.001 | 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 it