Plasma Protein and Lipoprotein Distribution of Clozapine
Bibliographic record
Abstract
OBJECTIVE: The authors' goal was to determine what effect dyslipidemia has on clozapine's plasma distribution. METHOD: [(3)H]Clozapine plus cold clozapine (335 ng/ml) were incubated in plasma samples with varying total cholesterol, lipoprotein cholesterol, and triglyceride concentrations. Following incubation, the plasma was separated into its lipoprotein and lipoprotein-deficient fractions by density gradient ultracentrifugation and clozapine distribution was determined. RESULTS: Compared with the plasma standard, significantly more clozapine was recovered in the very-low-density lipoprotein fraction, which contained elevated total cholesterol and triglycerides. Correlation analysis revealed a positive correlation between total plasma triglyceride concentration and clozapine recovery in this fraction. CONCLUSIONS: In plasma samples with elevated triglycerides, clozapine shifts from the lipoprotein-deficient fraction to the very-low-density lipoprotein fraction. This redistribution of clozapine may affect the pharmacological activity of clozapine.
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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) | 0.000 | 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) | 0.000 | 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".