Implications of recent clinical trials for the National Cholesterol Education Program Adult Treatment Panel III guidelines
Bibliographic record
Abstract
PURPOSE OF REVIEW: In 2001, the Adult Treatment Panel III of the National Cholesterol Education Program issued recommendations, which were updated in 2004 to reflect knowledge from five major clinical trials completed after 2001. This review discusses the results of key clinical trials released in 2005 and their potential impact on the guidelines. RECENT FINDINGS: Three major clinical trials, one subgroup analysis, and one meta-analysis were published in 2005 that can potentially affect the existing guidelines. The Treating to New Targets and the Incremental Decrease in End Points Through Aggressive Lipid Lowering trials demonstrated the incremental benefit of more aggressive low-density cholesterol lowering in stable coronary heart disease. The Cholesterol Treatment Trialists' Collaboration meta-analysis of statin trials supported the importance of low-density lipoprotein cholesterol reduction, irrespective of initial lipid profile, in reducing cardiovascular events. A subgroup analysis of the Anglo-Scandinavian Cardiac Outcomes Trial - Lipid-Lowering Arm demonstrated statin benefits in diabetes, whereas the Fenofibrate Intervention and Event Lowering in Diabetes study failed to show overall treatment benefits with a fibrate in diabetes. SUMMARY: Lowering of low-density lipoprotein cholesterol remains central in reducing cardiovascular risk; however, the recent trials support a target of less than 2.0 mmol/l (<80 mg/dl), rather than the less than 1.8 mmol/l (70 mg/dl) suggested by the 2004 update, for all high-risk patients and not, as recommended previously, just for those with additional factors. For individuals with diabetes, recent data support the use of statin therapy, even in those at less than high risk. First-line therapy should remain statins and not fibrates.
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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 | 0.006 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.003 |
| 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".