Evidence map›Paper›PMID 42661513›Full record

ArticleJournal of global health2026

Innovative management of hepatitis C: implementation and outcomes of the 'SMART' model in a general hospital.

Maoping Li, Wan Hu, Zhongshang Dai, Jie Li, Jing Ma, Yi Li

Abstract read
In one paragraph

Article in Journal of global health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Maoping Li *
Wan Hu *
Zhongshang Dai *
Jie Li
Jing Ma
Yi Li

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: This study aimed to evaluate the implementation and outcomes of the hepatitis C (HCV) SMART management model in a tertiary hospital, to provide insights for optimising HCV management globally. Methods: A multidisciplinary HCV working group was established at The Second Xiangya Hospital to implement an in-hospital micro-elimination strategy. Based on post-implementation analysis, the SMART Model was enhanced in July 2022 with improved HCV education, a 'one-step' reflexive nucleic acid testing protocol, and dedicated follow-up specialists. We conducted a retrospective analysis of patients undergoing HCV antibody and RNA testing (January 2020-December 2023), comparing three periods: the Pre-Implementation, Micro-Elimination Model, and SMART Model periods. We analysed HCV RNA testing rates and direct-acting antiviral (DAA) treatment rates using χ Results: A total of 355,191 patients were screened, with 4,355 (1.23%) testing anti-HCV-positive. Males and patients born before 1997 had significantly higher positivity rates. Blood-borne transmission was the predominant risk factor in the pre-1997 cohort. The Micro-Elimination Model increased the HCV RNA testing rate (53.76% vs. 58.33%, P = 0.014) but not the DAA treatment rate (65.33% vs. 64.21%, P = 0.780). In contrast, the SMART Model significantly improved both outcomes: the RNA testing rate rose to 77.10% (P < 0.001) and the DAA treatment rate to 71.29% (P = 0.044). Multivariable GEE analysis identified age <60 years, care in the Department of Infectious Diseases, and the SMART Model as positive independent predictors for both HCV RNA testing and DAA treatment initiation. Conclusions: The SMART Model significantly enhanced HCV diagnosis and treatment rates while improving clinical management. Future efforts should focus on disseminating this model to optimise healthcare resources and strategies.

Indexed as

Antiviral AgentsHepatitis CHospitals, GeneralAdultFemaleHumansMaleMiddle AgedRetrospective StudiesRNA, ViralAntiviral AgentsRNA, Viralgeneral hospitalhealth policyHepatitis C virusmanagementmulti-disciplinary cooperation

Identifiers

PMID42661513
PMCPMC13522902

What Socratic holds

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Registered trials

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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 Socratic graph.