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Record W1976380667 · doi:10.1097/qai.0b013e3181f9c1f0

Expanded Highly Active Antiretroviral Therapy Coverage Among HIV-Positive Drug Users to Improve Individual and Public Health Outcomes

2010· article· en· W1976380667 on OpenAlexafffund
Julio Montaner, Evan Wood, Thomas Kerr, Viviane D. Lima, Rolando Barrios, Kate Shannon, Richard Harrigan, Robert S. Hogg

Bibliographic record

VenueJAIDS Journal of Acquired Immune Deficiency Syndromes · 2010
Typearticle
Languageen
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsUniversity of British ColumbiaProvidence Health CareCanadian Institutes of Health ResearchAIDS VancouverMinistry of Health
FundersNational Institute on Drug AbuseCanadian Institutes of Health Research
KeywordsMedicineTransmission (telecommunications)Treatment as preventionPublic healthPandemicViral loadDiseaseDrugAntiretroviral therapyImmunologyHuman immunodeficiency virus (HIV)Intensive care medicineFamily medicinePsychiatryInternal medicineInfectious disease (medical specialty)Coronavirus disease 2019 (COVID-19)Nursing

Abstract

fetched live from OpenAlex

Highly active antiretroviral therapy (HAART) represents the single most significant advance in the fight against HIV/AIDS. The vast majority of patients treated with HAART will experience long-term remission of HIV disease. HAART does not cure HIV of course, but it changes the disease into a chronic and manageable condition. Use of HAART is associated with decreased HIV/AIDS-related morbidity, fewer opportunistic infections, and reduced mortality. Evidence has also shown that HAART can reduce HIV transmission. This is most clearly illustrated in studies of vertical or mother-to-child HIV transmission, in which use of HAART by the infected mother has virtually eliminated HIV transmission to her infant. Research has further shown that HAART use among heterosexual discordant couples in Africa was associated with a 92% reduction in HIV transmission. Until recently, the use of HAART among drug-using populations has remained controversial. However, HAART has now been shown to produce similar survival benefit when individuals with and without history of drug use were compared. This article discusses the need for an expansion in the provision of HAART to those in medical need, including drug users, to curb the devastating toll of the HIV pandemic. Such an effort should be done with the full promotion of human rights, including the need to respect each patient's privacy and autonomy. Public health programs to intensify HAART use should be carried out within a comprehensive "combination prevention" framework. Such an approach for drug users would emphasize drug addiction treatment, HIV prevention including HIV testing and counseling and behavioral risk reduction interventions, and the removal of structural barriers to treat HIV-infected drug users and retain them in care.

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.

How this classification was reachedexpand

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.405
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.022
GPT teacher head0.313
Teacher spread0.291 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations65
Published2010
Admission routes2
Has abstractyes

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