Evidence map›Paper›PMID 41761088›Full record

Observational studyBMC primary care2026

Ophthalmology specialty training for general practitioners in China: current status and the Shenzhen model.

Hao Luo, Haoxi Zhong, Li Yu

Abstract readObservational Study
In one paragraph

Observational study in BMC primary care, 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

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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.

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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

3 authors.

Hao Luo *Shenzhen Eye Hospital, Shenzhen Eye Medical Center, Southern Medical University, Shenzhen, 518040, Guangdong, China.
Haoxi Zhong *Shenzhen Eye Hospital, Shenzhen Eye Medical Center, Southern Medical University, Shenzhen, 518040, Guangdong, China.
Li YuShenzhen Eye Hospital, Shenzhen Eye Medical Center, Southern Medical University, Shenzhen, 518040, Guangdong, China. 13760461510@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe rising burden of ocular diseases in China, including cataract, glaucoma, dry eye, and myopia, highlights the need for stronger primary-level eye care. General practitioners (GPs), as community health "gatekeepers," increasingly require standardized ophthalmology specialty training.However, current training pathways in China lack systematization and uniform standards.

objectivesThis study aims to summarize the international and domestic status of ophthalmology specialty training for GPs and evaluate the implementation process and multi-dimensional outcomes of the Shenzhen Model-an integrated medicine-prevention training program tailored for GPs that facilitates such training through structured curricula, clinical mentorship, and integration of AI-assisted screening tools-to clarify its effectiveness in enhancing GPs' ophthalmic care competency.

methodsWe conducted a descriptive observational study using policy documents, institutional reports, and program evaluation data from Shenzhen Eye Hospital and the Shenzhen Health Capacity-Building and Continuing Education Center (2019-2024). Training curricula, participant enrollment, completion rates, and satisfaction surveys were analyzed. Data were presented in aggregated form and compared across two program cycles.

resultsIn China, pilot programs for ophthalmology specialty training among GPs remain heterogeneous. In Shenzhen, two cycles of ophthalmology specialty training were implemented between 2019 and 2024, enrolling 117 GPs. Graduation rates were 75% in 2023 (30/38) and 58.2% in 2024 (46/79). Participant satisfaction improved from 75.0% to 93.9%. AI-enabled ophthalmic screening technology was incorporated into community-based training practice, enabling screening of approximately 33,000 community residents, with a positive detection rate of 11.2%.

conclusionsThe Shenzhen Model demonstrates a feasible, scalable approach to integrating ophthalmology specialty training for GPs within primary care. By combining structured curricula, clinical mentorship, and intelligent screening technologies, it strengthens community-level eye health services and offers a replicable model for other regions.

Indexed as

General PractitionersOphthalmologyChinaClinical CompetenceCurriculumEye DiseasesHumansProgram EvaluationGeneral practitionerOphthalmologyShenzhen ModelSpecialty training

Identifiers

PMID41761088
PMCPMC13059533

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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 OpenQuestion graph.