Treatment of acute hyponatremia: Ensuring the excretion of a predictable amount of electrolyte-free water
Bibliographic record
Abstract
BACKGROUND: Hypertonic saline is the recommended therapy to shrink swollen brain cells in patients with acute hyponatremia accompanied by seizures. OBJECTIVES: In the absence of hypertonic saline, hypertonic mannitol will shrink the cell volume. Because mannitol is excreted rapidly, our aim was to ensure that it would be excreted with electrolyte-free water (EFW) and to evaluate the renal mechanisms responsible for EFW excretion. DESIGN: A randomized, prospective, placebo-controlled study in rats was carried out in a research laboratory. SUBJECTS: Adult male Wistar rats. INTERVENTIONS: The control group of rats (n = 6) was administered hypotonic saline, a loop diuretic, vasopressin, and glucose by the intraperitoneal route; in the experimental group (n = 6), glucose was replaced with mannitol. Plasma electrolytes were measured at 0 and 210 mins, and balances for water, sodium, and potassium were obtained from 0 to 90 mins and from 90 to 210 mins. MEASUREMENTS AND MAIN RESULTS: Virtually 100% of the administered mannitol was excreted within 210 mins, and half was excreted in the first 90 mins. The urine contained EFW only in the mannitol group because of a larger volume in the first 90 mins (EFW, 3.7 mL) and to a lower excretion of NaCl in the next 120 mins (EFW, 3.5 mL). CONCLUSIONS: The combined use of mannitol and a loop diuretic caused the excretion of a predictable volume of EFW because the urine was iso-osmotic to plasma and contained all the administered mannitol. The calculated decrease in intracellular fluid volume was equivalent when mannitol was retained or excreted.
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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 | 0.000 | 0.000 |
| 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 | 0.000 |
| 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 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".