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Treatment Considerations in Patients With Hepatitis C and Cirrhosis

2003· review· en· W2089262666 on OpenAlexaff
E. Jenny Heathcote

Bibliographic record

VenueJournal of Clinical Gastroenterology · 2003
Typereview
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsToronto Western HospitalUniversity Health Network
Fundersnot available
KeywordsMedicineCirrhosisHepatocellular carcinomaDecompensationLiver biopsyRibavirinInternal medicineGastroenterologyHepatitis CHepatitis C virusLiver diseaseBiopsyImmunologyVirus

Abstract

fetched live from OpenAlex

Patients with cirrhosis due to hepatitis C have a high chance of dying from progressive liver disease and thus have much to gain from successful antiviral therapy. The highest sustained virologic responses in patients with cirrhosis have been achieved using pegylated interferon alfa plus Ribavirin; 43% or more remain with undetectable virus 6 months after the cessation of 48 weeks of treatment. In those who achieve a sustained virologic response, the degree of fibrosis is less as judged on posttreatment liver biopsy; cirrhosis may even regress. In those individuals with cirrhosis who achieve a sustained virologic response, the risk of developing hepatocellular carcinoma is significantly reduced and it is likely that their chance of developing liver failure is less. Patients who do not achieve sustained virologic response can still show histologic improvement as demonstrated on liver biopsy posttherapy as compared to baseline. Patients with compensated cirrhosis can benefit from therapy while those who are decompensated are prone to more safety issues. Thus, individuals with any evidence of hepatic decompensation should generally not be given interferon-based antiviral therapy, but treatment should be encouraged for those whose status is Child Class A.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.653
Threshold uncertainty score0.719

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0040.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.123
GPT teacher head0.453
Teacher spread0.331 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations20
Published2003
Admission routes1
Has abstractyes

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