Amphiphilic Block Copolymers as Bile Acid Sorbents: 2. Polystyrene-<i>b</i>-poly(<i>N</i>,<i>N</i>,<i>N</i>-trimethylammoniumethylene acrylamide chloride): Self-Assembly and Application to Serum Cholesterol Reduction
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
This paper presents morphological studies and preliminary bile salt binding properties of the new amphiphilic diblock copolymer polystyrene-b-poly(N,N,N-trimethylammoniumethylene acrylamide chloride) (PS-b-PTMEACl)(1) (see Figure 1), a derivative of PS-b-poly(tert-butylacrylate) (PS-b-PtBuA). In an aqueous environment, PS-b-PTMEACl forms simple spheres (approximately 20 nm diameter), large compound micelles (>100 nm diameter), and larger, more complex architectures as presented and discussed below. The colloidal stability with respect to sodium chloride and as a function of particle concentration is also considered. Finally, PS-b-PTMEACl aggregates were prepared and tested as an alternative to the commercially available bile salt sequestrant resins that target coronary heart disease due to elevated cholesterol levels. Electron micrographs were employed to visualize the colloid-based polyelectrolyteminus signbiosurfactant interaction and chromatographic separation analytical methods were used to quantify the sequestration. The results indicate that although at this preliminary stage they require laborious preparation, self-assembled aggregates may present an interesting alternative to the clinically used bile salt sequestrants.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 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 it