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Routine HIV Testing for the Severely Mentally Ill: Considerations and Cautions

2002· review· en· W2079619106 on OpenAlex
James Satriano

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Psychiatric Practice · 2002
Typereview
Languageen
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsColumbia College
Fundersnot available
KeywordsMental illnessMental healthPublic healthPsychiatryHuman immunodeficiency virus (HIV)PopulationMental health lawPsychologyConvergence (economics)MedicineFamily medicineEnvironmental healthNursingEconomic growth

Abstract

fetched live from OpenAlex

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.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.019
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.478
Threshold uncertainty score0.989

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.120
GPT teacher head0.437
Teacher spread0.317 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it