Health-related quality of life of patients on antiretroviral treatment in Botswana: A cross-sectional study
Bibliographic record
Abstract
OBJECTIVE: Antiretroviral therapy (ART) affords longevity to patients infected with the human immune deficiency virus (HIV). Since little is known about the health-related quality of life (HRQoL) of persons who have been on ART for at least five years, the present study investigated the HRQoL of these patients in Botswana. METHOD: Medical records, structured interviews, and the World Health Organization Quality of Life-BREF (WHOQoL-HIV-BREF) instrument were employed to obtain information from 456 respondents. RESULTS: Univariate and multivariate regression analyses showed that respondents' highest scores were in the "physical" domain (mean = 15.8, SD = 3.5), while the lowest scores were in the "environment" domain (mean = 12.9, SD = 2.5). Thus, the physical domain had the greatest impact on patients' overall HRQoL. Self-education about HIV-related issues was significantly correlated with all domains of HRQoL scores: physical (ρ = -2.32, CI 95% = -3.02, -1.61); psychological (ρ = -2.26, CI 95% = -2.87, -1.65); independence (ρ = -1.81, CI 95% = -2.54, -1.06); social relationships (ρ = -1.40, CI 95% = -2.13, -0.67); environment (ρ = -1.58, CI 95% = -2.13, -1.04); and spirituality (ρ = -1.70, CI 95% = -82.27, -1.13). SIGNIFICANCE OF RESULTS: HRQoL assessments can identify and address patients' needs, and it is important that guidelines be developed that will yield improved care to ART patients in Botswana.
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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 | 0.001 |
| 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 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".