Successful Use of Mycophenolate Mofetil as Adjunct to Prednisolone for Treatment of Acute Kidney Injury Secondary to Human Serum Albumin Administration in a Dog
Bibliographic record
Abstract
The use of human serum albumin (HSA) is described in dogs receiving critical care. However, despite the high degree of homology, anaphylactic and delayed hypersensitivity reactions are reported. Delayed type III hypersensitivity reactions can lead to glomerulonephritis and acute kidney injury (AKI). Undiluted 20% HSA was administered to a 4.8 yr old intact male Labrador Retriever with severe hypoalbuminemia, following surgical management of septic peritonitis of gastrointestinal origin. Nineteen days after HSA administration, the dog developed peracute high magnitude renal proteinuria and AKI. Rapid immunosuppression, using a combination of prednisolone and mycophenolate mofetil, resulted in full resolution of AKI, hypoalbuminemia, and proteinuria. Addition of mycophenolate mofetil may have resulted in the first documented case of full renal recovery from hypersensitivity-induced AKI caused by HSA administration.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 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".