Use of antiplatelets and lipid lowering therapy in patients with peripheral vascular disease
Bibliographic record
Abstract
OBJECTIVE: To investigate the use of antiplatelet and lipid lowering therapy among patients undergoing peripheral vascular surgery, and to compare their use with that reported among a similar population of patients in Canada. METHODS: Chart review of a cohort of 52 patients undergoing peripheral vascular surgery. The study was carried out at King Fahad National Guard Hospital, Kingdom of Saudi Arabia in May 2000. RESULTS: On discharge, less than 50% of the patients received any antiplatelet or antithrombotic medication. Only 13% of the patients received lipid-lowering therapy. Those findings parallel those of Canadian publications. CONCLUSION: Current literature supports the use of anti platelet and lipid-lowering therapy among patients with peripheral vascular disease. In King Fahad Hopsital, National Guard, Kingdom of Saudi Arabia, the use of those beneficial interventions is likely sub-optimal. Factors other than randomized clinical trail derived evidence likely influence practice and behavior. Whether dissemination of evidence may change such a pattern of behavior requires further study.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.002 | 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".