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Record W2799714806 · doi:10.1111/hdi.12647

Introduction to hepatitis C virus infection: Overview and history of hepatitis C virus therapies

2018· review· en· W2799714806 on OpenAlexvenueno aff
Lorena Puchades, Marina Berenguer

Bibliographic record

VenueHemodialysis International · 2018
Typereview
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineHepatitis C virusCirrhosisHepatitis CImmunologyLiver diseaseTolerabilityVirusVirologyInternal medicineAdverse effect

Abstract

fetched live from OpenAlex

Chronic hepatitis C virus (HCV) infection is an infection that affects over 71 million people worldwide that primarily leads to significant morbidity and mortality through its predisposition to liver fibrosis, cirrhosis, and liver cancer. In addition, extrahepatic manifestations, such as mixed cryoglobulinaemia-associated vasculitis including renal disease, or type II diabetes are frequently encountered in chronically infected individuals. HCV treatment aims to permanently eradicate the virus in order to prevent both liver and extra-hepatic manifestations. Over two decades after the HCV discovery, treatments have evolved from nonspecific immune modulating therapies based on interferon to specific drug combinations, targeting viral proteins. In the present review, we give an overview of HCV infection with a special emphasis on the history of the treatment of viral hepatitis C and the substantial improvement in efficacy and tolerability profile with the recent development of new direct-acting antiviral therapies.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.889
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0080.001

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 head0.069
GPT teacher head0.364
Teacher spread0.295 · 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 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

Citations47
Published2018
Admission routes1
Has abstractyes

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