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Record W4413802927 · doi:10.1093/cid/ciaf393

Hepatitis B Virus Care Cascade in Rwanda: A Population-based Study From 2016–2023

2025· article· en· W4413802927 on OpenAlexafffund
Jean Damascène Makuza, Dahn Jeong, Michael R. Law, Joseph H. Puyat, Alnoor Ramji, Phyumar Soe, Richard L. Morrow, Georgine Cua, Héctor Alexander Velásquez García, Marie Paul Nisingizwe, Janvier Serumondo, Albert Tuyishime, Naveed Z. Janjua

Bibliographic record

VenueClinical Infectious Diseases · 2025
Typearticle
Languageen
FieldMedicine
TopicHepatitis B Virus Studies
Canadian institutionsVancouver Hospital and Health Sciences CentreProvidence Health CareBC Centre for Disease ControlUniversity of British Columbia
FundersCanadian Institutes of Health ResearchPublic Health Agency of Canada
KeywordsMedicineCascadeEnvironmental healthPopulation

Abstract

fetched live from OpenAlex

INTRODUCTION: In sub-Saharan Africa, data on the hepatitis B virus (HBV) care cascade are limited. We assessed Rwanda's HBV care cascade. METHODS: We analyzed data from the District Health Information System 2, capturing 4.6 million individuals (≥2 years) screened for HBV from January 2016 to June 2023. The HBV care cascade included 6 stages: (1) chronic HBV prevalence, (2) diagnosis, (3) care enrollment, (4) treatment eligibility, (5) treatment initiation, and (6) treatment continuation. HBV infection was defined as a reactive hepatitis B surface antigen test. Hierarchical logistic regression identified factors influencing progression through the cascade. FINDINGS: Among 4 604 468 screened individuals, 138 512 were hepatitis B surface antigen-positive. District Health Information System 2 data included 57 520 cases, of which 52 827 (91.8%) had HBV monoinfection. Of those diagnosed, 21 247 (37.0%) were enrolled in care and 6429 (30.3%) were eligible for treatment. Among eligible individuals, 4893 (76.1%) initiated treatment, with 4839 (98.9%) retained on treatment 1-year after initiation. Individuals aged 35-54 years were more likely to engage in care (adjusted odds ratio [aOR]: 1.19; 95% confidence interval [CI]: 1.12-1.27), initiate treatment (aOR: 1.45; 95% CI: 1.14-1.86), and remain on treatment (aOR: 2.88; 95% CI: 1.09-7.63) compared to those <35 years. Individuals living 30-60 minutes from health facilities were less likely to engage in care or continue treatment compared to those living at a shorter distance. CONCLUSIONS: Engagement in the HBV care cascade is low, particularly among younger individuals and those living farther from health facilities. Efforts to improve awareness and accessibility are essential to strengthen HBV prevention and care.

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 score0.047
Threshold uncertainty score0.094

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
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 head0.030
GPT teacher head0.380
Teacher spread0.350 · 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

Citations1
Published2025
Admission routes2
Has abstractyes

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