Analysis of 3‐methoxypterostilbene in biological fluids by high‐performance liquid chromatography: application to pre‐clinical pharmacokinetics
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
A method of analysis for 3-methoxypterostilbene [trans-3,3'5-trimethoxy-4'hydroxystilbene] in biological fluids is necessary to study pharmacokinetics. A novel and simple high-performance liquid chromatographic method was developed for the determination of 3-methoxypterostilbene in rat serum and urine. The internal standard, pinosylvin, was added to 0.1 mL serum or urine (serum proteins were precipitated with cold acetonitrile at -20°C). Separation was achieved with a Phenomenex® C(18) (2) (5 µm, 250 × 4.60 mm) column with ultraviolet detection at 327 nm. The calibration curves in both matrices were linear ranging from 0.05 to 100 µg/mL, and the mean extraction efficiency was >99%. Precision of the assay for both matrices was <12% (RSD) and was within 13% for all points on the calibration curve. The limit of quantification for this method was 0.05 µg/mL. The assay was successfully applied to a preliminary study of 3-methoxypterostilbene pharmacokinetics in a rat.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.008 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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 it