Needs and priorities of young people with human immunodeficiency virus
Bibliographic record
Abstract
AIMS: To ascertain the views of young people in the UK with human immunodeficiency virus (HIV) about their health care, and to compare these views with the perceptions of nurses involved in this sector and the current social policy response. METHODS: Young people, aged 16 to 24 years, who have HIV and attend a specialist voluntary organisation and pre- and post-registration nurses attending an HIV care course were selected by convenience sampling. A cross-sectional survey was conducted by questionnaire. RESULTS: Hospital-based HIV clinics and services were the favoured source of care. There was consensus among the young people that care providers should be informative and approachable, and that care provision should include help to understand issues, such as pregnancy and contraception. CONCLUSIONS: Professionals involved in creating future social policy and commissioning services need to respond to young people's priorities and adapt to the patient's developing sexuality and the changing demographics of young people with HIV.
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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".