Poor Cardiovascular Risk Profile Following a Vegan Diet: A Case Report
Bibliographic record
Abstract
Introduction: Vegetarianism and veganism are becoming increasingly popular in North America due to reasons ranging from environmental motives to animal rights.While the vegetarian lifestyle allows some egg and dairy items, vegans completely abstain from all animal products in favour of plant-based diets.Of additional interest to vegans, are the health benefits associated with cardiovascular disease, type 2 diabetes, weight loss and some particular forms of cancer.Case Presentation: Numerous studies have demonstrated drastic improvements in lipid markers such as low-density lipoprotein and total cholesterol that follows vegan dieting when compared to vegetarians or omnivores.This case report discusses a female patient who revealed abnormal lipid markers following blood analysis, despite observing a strict vegan diet for two years. Conclusion:It is questioned whether a vegan diet and its associated macronutrients are indeed beneficial for cholesterol levels or if adhering to this diet require more thorough investigation for an overall reduced risk of cardiovascular disease.
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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 | 0.012 | 0.015 |
| 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".