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Record W2911989328 · doi:10.7448/ias.19.2.21083

HIV & Hepatitis in the Americas 28–30 April 2016, Mexico City, Mexico

2016· article· en· W2911989328 on OpenAlexaff
Roy M. Gulick, Kenneth Mayer, Omar Sued, Néstor Sosa, Ricardo Sobhie Diaz, C. Patri, Guilherme Antônio, Fonseca Pacheco, Karine Milani Da Silva, Natália B. Cerqueira, Mariana M. Sauer, Esper, Georges Kalla, Mauro Schechter, Isabel Cassetti, Pablo Parenti, William Lenis, Rosa Teran, Alberto Castillo, Ana Gladys Aráuz, Miguel Morales, L. Marije Hofstra, Elena Sánchez Rivas, Leonie E. A. Bank, Tania Mudrikova, Túlio de Oliveira, Jaclyn de Kort, Karina Kelly, Annemarie M. J. Wensing, M Kundro, Sofie Terwel, Guillermo Alberto Viloria, Javier Toibaro, Marcelo Losso, Sharon Walmsley, Vanessa Rouzier, Marie Deschamps, Deanna Jannat‐Khah, Jerry Bonhomme, Pierrot Julma, Christian Perodin, J Britt William

Bibliographic record

VenueJournal of the International AIDS Society · 2016
Typearticle
Languageen
FieldMedicine
TopicHIV/AIDS Research and Interventions
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMedicineMexico cityVirologyHuman immunodeficiency virus (HIV)Environmental healthHumanities

Abstract

fetched live from OpenAlex

The development of potent interferon-free regimens of direct-acting antivirals (DAAs) for the treatment of hepatitis C virus (HCV) infection has moved at a remarkable pace. Highly effective, extremely well-tolerated regimens are now available for most patient populations. Remarkably, advances have moved as quickly for those with HIV–HCV co-infection as for those with HCV monoinfection, with recent studies showing similar results with most regimens in both populations. This has raised the question of whether HIV co-infection continues to represent a “special” population among HCV-infected individuals. There are, however, some data suggesting that HIV may still impair responses in particularly difficult-to-cure populations. For example, attempts to shorten therapy to eight weeks with sofosbuvir/NS5A combinations have been at least somewhat less successful in HIV-co-infected patients than in those with HCV monoinfection. It is clear that innate and possibly adaptive immune function are still necessary for viral clearance even with highly effective DAA-based regimens, and thus, it is possible that particularly as therapy is pushed to shorter and simpler combinations, HIV may again emerge as an issue necessitating special consideration. The rationale behind DAA combinations will be reviewed with a focus on relevance for HIV-HCV co-infection. A general discussion of remaining issues to be addressed including drug interactions and treatment access will also be included. 10.7448/IAS.19.2.21083 © 2016 Feld J; licensee International AIDS Society Published 28 April 2016

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.107
Threshold uncertainty score0.213

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0140.001

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 head0.034
GPT teacher head0.342
Teacher spread0.308 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2016
Admission routes1
Has abstractyes

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Same venueJournal of the International AIDS SocietySame topicHIV/AIDS Research and InterventionsFrench-language works237,207