Renal dysfunction due to leukemic infiltration of kidneys in a case of chronic lymphocytic leukemia
Bibliographic record
Abstract
Renal failure due to leukemic infiltration of kidney in chronic lymphocytic leukemia is an extremely rare condition. The authors report a case of a 59-year-old white female, with a past medical history of chronic lymphocytic leukemia (CLL) with 2 years of evolution without medical therapy, admitted with nonoliguric acute renal failure needing dialysis. Renal biopsy showed extensive small lymphocytes' infiltration in the cortical interstitium by CLL cells. Cyclophosphamide and prednisolone were started and 1 month later changed to fludarabine plus cyclophosphamide with improvement of renal function. Although renal failure due to leukemic infiltration has been described in many cases of acute leukemia, only 11 cases of renal failure due to CLL cells' infiltration have been described in the literature. Renal histology is an extremely important tool to confirm diagnosis.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 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".