Correlates of anxiety in women living with HIV of reproductive age
Bibliographic record
Abstract
Prior investigations suggest that women living with HIV (WLWH) experience higher rates of anxiety compared to the general population. This study investigates correlates of anxiety among 361 WLWH of reproductive age in Ontario, Canada who completed a series of self-reported measures. Anxiety was assessed using the Hospital Anxiety and Depression Scale (HADS-A). Thirty-seven percent of the sample had high anxiety (HADS-A ≥ 11). HIV-related stigma, reproductive health-related worries, having experienced judgment from family and friends for trying to become pregnant and use of antiretrovirals were associated with high anxiety. Being in a romantic/sexual relationship, older age, and undetectable viral load were associated with low anxiety. Findings highlight the importance of HIV-related stigma and having experienced judgment from family and friends for trying to become pregnant as important predictors of anxiety among WLWH of reproductive age. There is a need for appropriate management of anxiety and stigma for WLWH of childbearing age.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".