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Record W2313001685 · doi:10.1155/2005/767540

Treatment of Chronic Hepatitis C in Canadian Prison Inmates

2005· article· en· W2313001685 on OpenAlexaffvenueabout
John Farley, Victor K. Wong, Henry V Chung, Elizabeth Lim, Gavin Walters, Theresa A. Farley, Eric M. Yoshida

Bibliographic record

VenueCanadian Journal of Gastroenterology · 2005
Typearticle
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsUniversity of British Columbia
FundersChina Scholarship Council
KeywordsRibavirinMedicineGenotypeInternal medicineHepatitis CChronic hepatitisHepatitis C virusPopulationPrisonAlpha interferonInterferonGastroenterologyImmunologyVirusGenePsychologyBiology

Abstract

fetched live from OpenAlex

PURPOSE: To assess sustained viral response rate and adherence to standard interferon alpha-2b and ribavirin therapy in inmates with chronic hepatitis C (HCV) in Canadian penitentiaries in the Pacific region. METHODS: A retrospective chart review of all inmates with chronic HCV who were treated with standard interferon alpha-2b and ribavirin therapy between March 2001 and October 2002. RESULTS: A total of 90 male inmates were treated. The mean age at time of treatment was 40 years. There were 49 inmates with HCV genotype 1, 11 with HCV genotype 2 and 30 with HCV genotype 3. Eight inmates discontinued treatment because of intolerance to side effects. Nine inmates were stopped by the physician because of nonresponse at an average of 27 weeks. All inmates achieved at least 80% adherence of interferon and ribavirin therapy. The overall sustained virological response (SVR) was 55.9%. SVR was 31.6% for genotype 1, 100% for genotype 2 and 71.4% for genotype 3. CONCLUSION: There was excellent SVR and adherence to treatment with interferon and ribavirin. This experience highlights an important opportunity to treat a population with a high prevalence of HCV-positive persons who may otherwise not seek treatment.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.840
Threshold uncertainty score0.323

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.018
GPT teacher head0.286
Teacher spread0.268 · 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 designObservational
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

Citations29
Published2005
Admission routes3
Has abstractyes

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Same venueCanadian Journal of GastroenterologySame topicHepatitis C virus researchFrench-language works237,207