Hypertension prevalence and Framingham risk score stratification in a large HIV-positive cohort in Uganda
Bibliographic record
Abstract
BACKGROUND: To report the prevalence of hypertension and projected 10-year absolute risk of acute cardiovascular disease in a large prospectively followed cohort of HIV-positive youth and adults beginning antiretroviral therapy in sub-Saharan Africa. METHODS: HIV-positive individuals seeking HIV treatment, ages 13 years and older, were assessed for repeated blood pressure measurements over the first year following initiation of antiretroviral therapy, including serum total cholesterol, high-density lipoprotein, CD4 cell count and related clinical and laboratory measurements. Outcomes include hypertension, defined according to the 7th Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure categories, and Framingham Risk Score based 10-year cardiovascular disease risk estimates. RESULTS: Five thousand, five hundred and sixty-three patients had at least two blood pressure measurements on at least two separate occasions during the first year of antiretroviral therapy [median age of therapy initiation 34, first and third quartile (Q1-Q3) 28-40 years, 1841 (33.1%) men, baseline CD4 cell count 161 cells/μl (Q1-Q3 72-231 cells/μl]. Hypertension was diagnosed in 1551 patients [27.9%, 95% confidence interval (CI) 26.7- 29.1] including 786 (14.1%, 95% CI 13.2-15.1) who met criteria for stage 2 hypertension. The age-standardized prevalence for Ugandans aged 13 or more was 24.8% (95% CI 23.8-26.1). Among those with complete laboratory studies (n=1102), nearly all women were in the 10% or less 10-year Framingham Risk Score category, but 20% of men were at at least 10% or more long-term risk of acute cardiovascular disease. CONCLUSION: Efforts to combine HIV treatment with vascular disease risk factor prevention and management are urgently needed to address noncommunicable disease multimorbidity in HIV-positive persons in sub-Saharan Africa, particularly in men.
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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) | 0.000 | 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".