Statin and Aspirin Therapy for the Prevention of Cardiovascular Events in Patients With Type 2 Diabetes Mellitus
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
Abstract Patients with type 2 diabetes mellitus are at 2 to 4 times increased risk of cardiovascular events compared with those without diabetes, both among patients with multiple risk factors only and those with established atherothrombosis. In this review, we provide recommendations for the use of statins and aspirin for the prevention of cardiovascular events in high‐risk patients with diabetes mellitus. Clin. Cardiol. 2012 doi: 10.1002/clc.22032 The SAVOR‐TIMI 53 trial is sponsored by AstraZeneca and Bristol‐Myers Squibb. Dr. Udell is a recipient of a Postdoctoral Research Fellowship from the Canadian Institutes for Health Research (CIHR) and Canadian Foundation for Women's Health. Dr. Scirica receives research grants from AstraZeneca, Bristol‐Myers Squibb, Merck, Johnson & Johnson, Bayer Healthcare, and Gilead Sciences and consultancy fees from Gilead Sciences, Lexicon, and Arena Pharmaceuticals. Dr. Braunwald receives research grants from AstraZeneca and Bristol‐Myers Squibb. Dr. Raz has received honoraria/expenses for advisory board participation from AstraZeneca, Bristol‐Myers Squibb, Novo Nordisk, Merck, Sharp & Dohme, and Eli Lilly; has served as a consultant for Andromea, AstraZeneca, Bristol‐Myers Squibb, Eli Lilly, Johnson & Johnson, HealOr, Insuline, Teva, and TransPharma; and has participated in speakers bureaus for AstraZeneca, Bristol‐Myers Squibb, Eli Lilly, Novo Nordisk, Johnson & Johnson, and Roche. Dr. Steg receives research grants from Servier. Dr. Davidson participated on advisory panels for AstraZeneca, Bristol‐Myers Squibb, Merck, Johnson & Johnson, Boehringer Ingelheim, Eli Lilly, Generex Biotechnology, Novo Nordisk A/S, Roche Diagnostics, and Takeda Pharmaceutical Company and participated in speaker's bureaus for Eli Lilly and Takeda Pharmaceutical Company. Dr. Hirshberg is an employee of and holds stock in AstraZeneca. Dr. Bhatt discloses the following relationships—Advisory Board: Medscape Cardiology; Board of Directors: Boston VA Research Institute, Society of Chest Pain Centers; Chair: American Heart Association Get With The Guidelines Science Subcommittee; Honoraria: American College of Cardiology (Editor, Clinical Trials, Cardiosource), Duke Clinical Research Institute (clinical trial steering committees), Slack Publications (Chief Medical Editor, Cardiology Today Intervention), WebMD (CME steering committees); Research Grants: Amarin, AstraZeneca, Bristol‐Myers Squibb, Eisai, Ethicon, Medtronic, Sanofi Aventis, The Medicines Company; Unfunded Research: FlowCo, PLx Pharma, Takeda. The design and conduct of the SAVOR‐TIMI 53 study are being done by the academic executive committee in collaboration with the sponsors.
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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.002 |
| 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 | 0.001 | 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