Routine HIV Testing for the Severely Mentally Ill: Considerations and Cautions
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 last few decades have brought major changes in both mental health laws and AIDS public health laws. The author first examines the impact of the HIV epidemic on those with severe and persistent mental illness. He then discusses how changes in public health laws have affected those infected with HIV and how changes in mental health laws have affected those with mental illness. People suffering from severe mental illness are increasingly being held legally responsible for their personal actions. At the same time, AIDS public health laws have begun to change so that those infected with HIV enjoy less legal protection and have more personal responsibility for transmitting the virus to others than in the recent past. The author then considers what impact the convergence of these legal changes is likely to have on the growing population of people with mental illness who are infected with HIV. The article concludes with some practical recommendations concerning HIV assessment and treatment in individuals with severe and persistent mental illness.
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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 | 0.002 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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