Rising Serum Digoxin without Further Dosage in Acute Renal Failure
Bibliographic record
Abstract
A 73-year-old man was given a total of 1 mg of digoxin intravenously over 3 days, close to the time that he developed acute renal failure with oligo-anuria. He received no cardiac glycosides before or after this 3-day period. 2 days after the last dose, the serum digoxin concentration (SDC) was 2.9 ng/ml, yet a peak value of 4.2 ng/ml was reached only 11 days later. The SDC remained above 2 ng/ml for another week, until urine output began to increase appreciably. As renal function improved, the SDC gradually fell to become undetectable 32 days after the last dose. Values for apparent volume of distribution calculated from the total dose, and also determined after injection of tritiated digoxin, suggest that the rise in SDC in the absence of additional doses was due in large part to a decrease in the apparent volume of distribution. Dosage and parameters of toxicity should be carefully monitored in patients receiving digoxin who develop acute renal failure.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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".