Fenofibrate Lowers Plasma Triglycerides and Increases LDL Particle Diameter in Subjects With Type 2 Diabetes
Bibliographic record
Abstract
Subjects with type 2 diabetes have an increased risk of coronary artery disease (CAD). The typical dyslipidemia in type 2 diabetes consists of hypertriglyceridemia, low HDL cholesterol level, and preponderance of small, dense LDL particles. Epidemiological studies have linked all these lipid abnormalities with CAD. The Diabetes Atherosclerosis Intervention Study (DAIS) has recently reported that treatment with fenofibrate results in favorable changes in the plasma lipid profile and a significant reduction in the progression of CAD in subjects with type 2 diabetes (1). We have now determined the long-term effect of fenofibrate on LDL peak particle diameter in 46 Finnish DAIS study participants with type 2 diabetes. The baseline characteristics in our DAIS subpopulation were similar to those in the whole cohort (2). Subjects were randomly assigned micronized 200 mg fenofibrate once daily ( n =25) or placebo ( n =21) for at least 3 years. Data obtained at randomization were used as the baseline data, and …
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".