Successful hemodialysis in a phenytoin overdose: case report and review of the literature
Why this work is in the frame
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Bibliographic record
Abstract
We describe the case of a 42-year-old female who presented to our care 1 hour after ingesting 3.6 g of phenytoin. She was stuporous 48 hours after admission despite supportive therapy. She was treated with hemodialysis (HD) for nearly 6 hours in order to remove phenytoin. Her level of consciousness improved markedly during the procedure. During HD, phenytoin levels decreased by 47% and measured half-life was 6.8 hours as compared to 116 hours when not on HD. Finally, we were able to remove 547 mg of phenytoin (directly measured from the dialysate), representing approximately a third of estimated body stores. The use of extracorporeal therapy in phenytoin overdose is reviewed here. We believe that in severe cases of phenytoin intoxication, hemodialysis can be used to accelerate total body burden of the drug, even if protein binding is significant.
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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 | 0.004 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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 it