MétaCan
Menu
Back to cohort
Record W2005298365 · doi:10.2174/187152106778520415

Recent Advances in Pegylated Interferon Antiviral Therapy of Chronic Hepatitis C

2006· article· en· W2005298365 on OpenAlexaff
Carla S. Coffin, Samuel Lee

Bibliographic record

VenueAnti-Infective Agents in Medicinal Chemistry · 2006
Typearticle
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsHealth Sciences CentreUniversity of Calgary
FundersGilead SciencesBristol-Myers Squibb
KeywordsRibavirinMedicinePegylated interferonHepatitis CCirrhosisImmunologyInterferonViremiaHepatitis C virusInternal medicineAlpha interferonOccultVirologyNucleoside analogueGastroenterologyVirusNucleosidePathologyBiology

Abstract

fetched live from OpenAlex

Effective hepatitis C antiviral treatment is important given the significant global morbidity and mortality from liver-related complications. Therapy for hepatitis C has advanced remarkably in the past two decades starting with interferon- alpha (IFN) monotherapy, followed by genetically engineered recombinant interferons (consensus IFN alpha) and subsequently IFN alpha in combination with the nucleoside analog ribavirin. The current gold standard is a combination of long-acting pegylated interferon (PEG-IFN) with ribavirin achieving a sustained virological response (SVR) with acceptable safety profiles in 54-66% of patients. These therapies have significantly contributed to our armamentarium against hepatitis C virus infection. Despite this success some subgroups have lower response rates (i.e. previous IFN nonresponders, patients with genotype 1 or cirrhosis). Moreover, the question of a “true SVR ” has been raised. Recent studies confirming detection of residual HCV RNA using ultra-sensitive polymerase chain reaction (PCR) based assays in patients many years after complete clinical resolution of chronic hepatitis C raise concerns whether these patients have actually been cured. In this paper we review the natural history, epidemiology and basic virology of hepatitis C. Current treatments and long-term benefits of achieving a SVR, including the antiviral and anti-inflammatory effects of IFN are also explored. Finally, we review the current understanding of persistent occult viremia in patients apparently cleared of HCV after achieving SVR with antiviral treatment. Keywords: Peginterferon, ribavirin, sustained virological response, occult, persistence

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)0.001
metaresearch head score (Gemma)0.001
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: Review · Consensus signal: Review
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.002

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 head0.344
Teacher spread0.322 · 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
GenreReview

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

Citations1
Published2006
Admission routes1
Has abstractyes

Explore more

Same venueAnti-Infective Agents in Medicinal ChemistrySame topicHepatitis C virus researchFrench-language works237,207