Liraglutide reduces cardiovascular events and mortality in type 2 diabetes mellitus independently of baseline low-density lipoprotein cholesterol levels and statin use results from the LEADER trial
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
The causal relationship between low-density lipoprotein cholesterol (LDL-C) and atherosclerotic cardiovascular events has been well established. In people with type 2 diabetes mellitus, LDL-C lowering with statins is strongly endorsed by clinical practice guidelines, with suggested LDL-C target levels including <100 mg/dL for high-risk patients, <70 mg/dL for very high-risk patients, and ≤55 mg/dL in patients with cardiovascular disease at extreme risk.2 Because LDL-C is a dominant pathophysiological mechanism of atherogenesis, questions pertain to whether newer antiatherosclerotic and cardiovascular protective therapies exhibit efficacy, even in the setting of low LDL-C. In this post hoc analysis of the LEADER trial, we evaluated the efficacy of liraglutide on cardiovascular outcomes and mortality across the spectrum of baseline LDL-C and statin use.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 it