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Record W3119993225 · doi:10.1111/jvh.13467

Risk factors for difficult‐to‐treat hepatitis C virus genotype 4r in Rwanda and implications for elimination in sub‐Saharan Africa

2021· article· en· W3119993225 on OpenAlexaff
Fabienne Shumbusho, Anne F. Liu, Fredrick Kateera, Jules Kabahizi, Sabin Nsanzaimana, Janvier Serumondo, Jean Damascène Makuza, Philip Grant, Emmanuel Musabeyezu, Claude Mambo Muvunyi, Neil Gupta

Bibliographic record

VenueJournal of Viral Hepatitis · 2021
Typearticle
Languageen
FieldMedicine
TopicHepatitis C virus research
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicineInternal medicineSofosbuvirHepatitis C virusGenotypeCirrhosisLedipasvirHepatitis COdds ratioLogistic regressionMultivariate analysisVirologyVirusRibavirinBiology

Abstract

fetched live from OpenAlex

In sub-Saharan Africa, there exist distinct HCV genotype (GT) subtypes harbouring resistance-associated substitutions to commonly used non-structural protein 5A (NS5A) inhibitor-based direct-acting antiviral (DAA) regimens. In particular, GT4r subtype has demonstrated high rates of treatment failure. In the absence of routine viral sequencing in sub-Saharan Africa, it is important to identify sociodemographic, epidemiologic, and clinical characteristics that may be associated with GT4r infection. Methods: A secondary analysis was performed on data from 300 adults with HCV GT4 enrolled in a prospective trial assessing the safety and efficacy of sofosbuvir-ledipasvir in Rwanda in 2017. The association between characteristics at enrolment and GT subtype was assessed by chi-square analysis and logistic regression. In multivariate analysis, there were a higher proportion of participants with GT4r subtype with age <40 years (OR: 3.6, 95% CI: 1.3-10.5, p = 0.02), previous hospitalization (OR: 2.5, 95% CI: 1.3-5.0, p = 0.006), previous surgery (OR: 2.2, 95% CI: 1.1-4.2, p = 0.03), cirrhosis (OR: 3.2, 95% CI: 1.3-7.5, p = 0.008) and baseline HCV RNA >1 million IU/ml (OR: 3.4, 95% CI: 1.6-6.9, p = 0.001). Rwandan adults with GT4r are more likely to be younger, have a history of hospital admissions and surgeries and have more active or advanced liver disease compared to those with other GT4 subtypes. In the absence of advanced diagnostics to assess GT subtype, patients with these characteristics may warrant closer monitoring for treatment failure or alternative DAA regimens. More treatment experience with diverse DAA regimens is urgently needed for GT subtypes particular to this region.

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)0.000
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation 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 score0.096
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
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)0.0000.000

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 head0.033
GPT teacher head0.331
Teacher spread0.298 · 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
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

Citations5
Published2021
Admission routes1
Has abstractyes

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