Rotavirus Infection in Adult Small Intestine Allografts: A Clinicopathological Study of a Cohort of 23 Patients
Bibliographic record
Abstract
Rotavirus enteritis (RVE) is increasingly recognized as a cause of small bowel allograft dysfunction but its significance in adult patients is unknown. We have studied 23 adult small bowel transplant patients aged 19.8-59 years (mean = 38.2 years), who were presented with diarrhea and tested positive for rotavirus by enzyme-linked immunosorbent assay methods. Serial follow-up biopsies, as well as clinical data, are documented and analyzed. These patients were followed up for an average of 168 days (range 33-534 days). Mean time of rotavirus diagnosis from transplant day was 794 days (range 38-2907 days). Self-limited diarrhea lasting 6-13 days (mean = 9 days) was the main presentation. Sixteen (69.6%) patients developed acute cellular rejection either concurrently with (i.e. six patients) or after (10 patients) RVE, often characterized by prominent mucosal plasmacytosis at an average of 22 days (range 0-94 days) from the day RVE was diagnosed. One-third of patients with acute rejection (i.e. five out of 16) required muromonab-CD3 rescue therapy. Two patients experienced graft loss (one from chronic rejection, another from sepsis). Rotavirus infection is a cause of diarrhea in adult small bowel transplant patients. The infection appeared to trigger cellular rejection that was associated with mucosal plasmacytosis, and sometimes required aggressive rescue therapy.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 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".