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Record W2107195866 · doi:10.1001/jama.288.2.236

An Unequal Epidemic in an Unequal World

2002· article· fr· W2107195866 on OpenAlexaboutno aff
Kevin M. De Cock

Bibliographic record

VenueJAMA · 2002
Typearticle
Languagefr
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineIncidence (geometry)Transmission (telecommunications)EpidemiologyAntiretroviral therapyHuman immunodeficiency virus (HIV)DemographyImmunologyGerontologyViral loadPathology

Abstract

fetched live from OpenAlex

IN JULY 2002, APPROXIMATELY 15000 CLINICIANS, RESEARCHers, and other interested persons will gather once again, this time at the XIV International AIDS Conference in Barcelona, to discuss what is arguably the worst plague the world has ever known. These international conferences and their venues are milestones in the history of this tragic epidemic. In 1985, Atlanta hosted the first meeting; in 1996, the Vancouver meeting introduced combination therapy and viral load testing to the world; and in 2000, Durban drew international attention to Africa’s plight. Barcelona offers further opportunity for dialogue, reflection on epidemiology and response, and strengthening global resolve. The United States is the most heavily affected country in the industrialized world with almost 1 million persons living with HIV (human immunodeficiency virus). Important successes have included the prevention of HIV/AIDS (acquired immunodeficiency syndrome) transmitted through blood and blood products; progress toward elimination of pediatric HIV disease as a result of prevention of motherto-child transmission of HIV; and reductions in AIDS incidence and deaths since 1996 through use of highly active antiretroviral therapy (HAART); however, the trend in incidence and death has now stabilized. Despite some advances, HIV incidence in the United States has not declined significantly over the past decade, with approximately 40000 new infections occurring annually. Unfortunately, HIV infection continues to affect disproportionately communities of color, especially African Americans. Moreover, with unchanged incidence and longer survival, a slow increase has occurred in the total number of persons living with HIV. Because HAART has delayed the development of AIDS, back calculation, a technique used to model HIV incidence from AIDS case surveillance data, is no longer possible. Of note, in part because of the successes of HAART, there has been a recent resurgence of unsafe behavior among men who have sex with men (MSM), resulting in well-characterized outbreaks of sexually transmitted infections such as syphilis, and, perhaps, increased HIV transmission. Three public health priorities for the United States are: (1) to refashion the national HIV/AIDS surveillance system to focus on HIV and obtain insight into HIV incidence; (2) to reinvigorate prevention efforts nationally; and (3) to promote prevention specifically among HIV-infected persons to prevent onward transmission. Among MSM and other populations with high rates of HIV/AIDS, emphasis must be placed on voluntary counseling and testing, medical evaluation and care, prevention services for HIVinfected individuals, and adoption of the philosophy of personal responsibility not to transmit HIV. The Joint United Nations Programme on HIV/AIDS (UNAIDS) estimated that in late 2001 approximately 40 million persons worldwide were living with HIV/AIDS, that 5 million new HIV infections occurred in that year, and that 3 million HIV-infected persons died. In Central and South America, MSM and injecting drug users account for the majority of infected persons in most countries. In western Europe, HIV/AIDS has become endemic, despite major differences between different countries. In some European countries heterosexual transmission now accounts for the majority of new HIV infections, although a substantial proportion of newly reported infections are imported, especially from Africa. The most unpredictable epidemiological situations are in eastern Europe and Asia. Extensive HIV testing has been conducted in eastern Europe, but there have been few systematic prevalence studies. The majority of HIV infections are associated with injecting drug use and occur in men; the male to female ratio of reported infections is more than 3 to 1. The number of new infections in the last few years has increased steeply in Ukraine, the Russian Federation, Latvia, and Estonia, but spread is now occurring throughout most of the region. Eastern Europe needs better surveillance data, interventions to reduce drug use and needle and syringe sharing, and prevention of secondary sexual spread of HIV. Transmission of HIV in Asia remains largely restricted to injection drug users and commercial sex workers and their clients, with secondary sexual transmission from these core groups to their steady partners. Generalized heterosexual spread as seen in Africa has not occurred, and vigorous

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.718
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0330.005

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 head0.075
GPT teacher head0.387
Teacher spread0.312 · 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; both teacher heads agree on what is shown here.

Study designOther design
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

Citations18
Published2002
Admission routes1
Has abstractyes

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