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Record W2792349232 · doi:10.1093/jcag/gwy008.168

A167 AN ANALYSIS OF TREATMENT UPTAKE AND EFFICACY USING ALL-ORAL DIRECT-ACTING ANTIVIRAL (DAA) THERAPY IN HCV-INFECTED PEOPLE WHO INJECT DRUGS (PWID)

2018· article· en· W2792349232 on OpenAlexaffabout
R Shahi, G Kiani, Arshia Alimohammadi, Tyler Raycraft, Akash Singh, Brian Conway

Bibliographic record

VenueJournal of the Canadian Association of Gastroenterology · 2018
Typearticle
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsVancouver Infectious Diseases Centre
Fundersnot available
KeywordsMedicineTolerabilityHepatitis CPopulationContext (archaeology)Internal medicineCohortCombination therapyAdverse effectEnvironmental health

Abstract

fetched live from OpenAlex

Approximately 300,000 Canadians are infected with Hepatitis C (HCV), including over 60,000 British Columbians. People who inject drugs (PWID) account for over 50% of HCV infection cases in Canada. Historically, many medical professionals have considered PWID unsuitable candidates for HCV therapy due to concerns about adherence and reinfection after successful treatment. However, the availability of all-oral regimens has led to increased efficacy with improved tolerability and shorter treatment duration. This may represent a unique opportunity to engage HCV-infected PWID more effectively than was possible with interferon-based regimens. This study seeks to assess the efficacy of all-oral HCV therapies among PWID and provide a rationale for enhanced programs in this key population. Our study seeks to assess the efficacy of all-oral HCV therapies among PWID and provide a rationale for enhanced programs in this key population. A retrospective cohort analysis was performed on all HCV-infected patients who were treated at a tertiary clinic in downtown Vancouver and had a history of recent and ongoing injection drug use. HCV therapy was administered in the context of a program to address relevant medical, social, psychologic and addiction-related concerns. Appropriate HCV treatment regimens were chosen and follow-up visits (at weeks 2, 4, 6, 8, 10, 12, and/or 24 weeks) were scheduled. The primary outcome of the analysis was achievement of a sustained virologic response (SVR). To date, 50 active PWID received and completed all-oral HCV regimens. Key demographic variables include: mean age 52.4 (34–75) years, 74% male, 40% on opiate substitution therapy, 62%/66%/46% using heroin/cocaine/other stimulants. SVR was achieved in 44 (88%) cases; 4 patients (8%) exhibited virologic relapse and 0 (0%) were re-infected after a median 18 month follow-up period. The 4 patients with virologic relapse were on Sofosbuvir-based regimens - 1 patient with genotype 2a/2c (with Ribavirin), 2 patients with genotype 3a (with NS5A Inhibitor), and 1 patient with genotype 1a (with NS5A Inhibitor). Although barriers to care exist among PWID, the availability of all-oral regimens represents an important advance to address them. High efficacy can be achieved in this vulnerable population, and it may be that post-treatment re-infection rates will be lower than might have been expected, especially with delivery of care and long-term follow-up within multidisciplinary programs such as ours. There is a need to establish a national cohort of HCV-infected PWID to optimize the parameters of engagement in medical care, provision of HCV therapy and long-term follow-up in this population. None

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)0.006
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 score0.081
Threshold uncertainty score0.161

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.031
GPT teacher head0.329
Teacher spread0.297 · 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

Citations2
Published2018
Admission routes2
Has abstractyes

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