Evidence map›Paper›PMID 40835390›Full record

ArticleJMIR public health and surveillance2025

Estimating Chronic Hepatitis B Prevalence and Undiagnosed Proportion in Canada, 2007-2021: Mathematical Framework Development.

Julien Smith-Roberge, Farinaz Forouzannia, Abdullah Hamadeh, Zeny Feng, Nashira Popovic, William W L Wong

Abstract read
In one paragraph

Article in JMIR public health and surveillance, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Julien Smith-RobergeSchool of Pharmacy, University of Waterloo, 10A Victoria St. S., Kitchener, ON, N2G 1C5, Canada, 1 519-888-4567 ext 21323.ORCID 0009-0005-8734-0896
Farinaz ForouzanniaSchool of Pharmacy, University of Waterloo, 10A Victoria St. S., Kitchener, ON, N2G 1C5, Canada, 1 519-888-4567 ext 21323.ORCID 0000-0003-1833-823X
Abdullah HamadehSchool of Pharmacy, University of Waterloo, 10A Victoria St. S., Kitchener, ON, N2G 1C5, Canada, 1 519-888-4567 ext 21323.ORCID 0000-0002-9419-1797
Zeny FengDepartment of Mathematics and Statistics, University of Guelph, Guelph, ON, Canada.ORCID 0000-0002-8113-3619
Nashira PopovicCentre for Communicable Diseases and Infection Control, Public Health Agency of Canada, Ottawa, ON, Canada.ORCID 0009-0007-3841-5841
William W L WongSchool of Pharmacy, University of Waterloo, 10A Victoria St. S., Kitchener, ON, N2G 1C5, Canada, 1 519-888-4567 ext 21323.ORCID 0000-0003-4630-0052

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Chronic hepatitis B (CHB) remains a significant health burden for at least a hundred thousand Canadians. The government of Canada has endorsed the global strategy to eliminate hepatitis as a public health threat by 2030, but effectively targeting public health interventions is complicated by the silent nature of the disease, which can remain asymptomatic for decades. Objective: This study develops a framework to estimate the prevalence of CHB and the proportion of the infected population that remains undiagnosed. We apply the proposed method to national data from Canada, from 2007 to 2021. Methods: We infer the prevalence and undiagnosed proportion of CHB by fitting a mathematical state-transition model, based on the natural history of CHB, to observed CHB-related events. Data for the calibration were obtained from the Public Health Agency of Canada and Statistics Canada. Results: We estimate the national prevalence of CHB in Canada in 2021 to be 0.483% (95% CI 0.443%-0.535%). The corresponding percentage of undiagnosed cases was estimated to be 54.3% (95% CI 50.9%-58.9%). Conclusions: The estimates of CHB prevalence obtained via our method are in line with previous estimates obtained from national seroprevalence studies. More specialized estimates, stratified by province or age cohort, may be achievable with detailed health administrative data.

Indexed as

Hepatitis B, ChronicAdolescentAdultAgedCanadaChildFemaleHumansMaleMiddle AgedModels, TheoreticalPrevalenceCanadaCHBchronic hepatitis Bdecompensated cirrhosisdiagnosisestimateestimateshepatitishepatitis Bhepatocellular carcinomaliverliver transplantmathematical frameworkmathematical modelingpredictionprevalencestate transition modelundiagnosedundiagnosed proportion

Identifiers

PMID40835390
PMCPMC12367349

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.