“The Journey I Have Been Through”: The Role of Religion and Spirituality in Aging Well Among HIV-Positive Older Adults
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The National Institutes of Health human immunodeficiency virus (HIV) and Aging Working Group identified spirituality as a research emphasis. This qualitative study examines the importance of religion and spirituality among 30 HIV-positive older adults. Using modified grounded theory, adults 50+ were recruited in Ontario, Canada, through AIDS service organizations, clinics, and community agencies. Descriptions of religion and spirituality encapsulated the idea of a journey, which had two components: the long-term HIV survivor profile combined with the experience of aging itself. A final category of HIV as a spiritual journey was finalized through consensus and included the properties of (1) being rejected by as well as rejection of formalized religion, (2) differentiating spirituality from religion, (3) having a connection, (4) feeling grateful, and (5) mindfulness and learning new skills. Interventions fostering resilience and strengths in HIV-positive older adults using spirituality should be considered, including the promotion of person-centered spirituality and interventions that include mindfulness and skill building.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it