Divalproex sodium increases plasma GABA levels in healthy volunteers
Bibliographic record
Abstract
The purpose of this study was to ascertain the effects of divalproex sodium (DVP), an anticonvulsant and mood stabilizer, on plasma gamma-aminobutyric acid (GABA) levels in healthy humans. Twenty healthy volunteers with no lifetime history of psychiatric illness or family history in first-degree relatives were recruited. Each subject received DVP 1000 mg per day for 1 week. Blood samples for assay of plasma levels of GABA were taken from each subject before and after the administration of DVP. GABA concentrations were analysed using high pressure liquid chromatography with fluorescence detection after derivatization with o-phthaldialdehyde. It was found that DVP administration for 1 week resulted in a small, but significant, increase in plasma levels of GABA. Our results suggest that DVP enhances GABA activity in humans. Further treatment studies of DVP on GABA function in patients with psychiatric disorders are needed to explore the significance of the enhancing effect of DVP on GABA activity.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.001 | 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 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".