Evidence map›Paper›PMID 42876704›Full record

Trial reportFrontiers in public health2026

A WeChat-based, expert knowledge-constrained artificial intelligence health education intervention for patients undergoing gastrointestinal surgery: protocol for a randomized controlled trial.

Li Liu, Xu Du, Guangli Yang, Shuyao Xiang, Hua Guo, Lu Huang, Yun-Hua Li, Hongtao Yu

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Frontiers in public 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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0cells of the map it votes in
0citing 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

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

8 authors.

Li Liu *Department of Medical Affairs, The Third People's Hospital of Chengdu, Chengdu, China.
Xu Du *Department of Nursing, The Fourth People's Hospital of Chengdu, Chengdu, China.
Guangli YangDepartment of Medical Affairs, Chengdu Women's and Children's Central Hospital, Chengdu, China.
Shuyao XiangDepartment of Quality Evaluation and Medical Record Management, The Third People's Hospital of Chengdu, Chengdu, China.
Hua GuoDepartment of Medical Affairs, The Third People's Hospital of Chengdu, Chengdu, China.
Lu HuangDepartment of Gastroenterology, The Fourth People's Hospital of Zigong, Zigong, China.
Yun-Hua Li *School of Education, Chengdu College of Arts and Sciences, Chengdu, China.
Hongtao Yu *Hospital Administration Office, The Third People's Hospital of Chengdu, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Perioperative health education is essential for patients undergoing gastrointestinal surgery, but conventional approaches are often limited by time, workload, continuity, and personalization. Artificial intelligence (AI) may offer a more accessible and interactive approach to patient education. This trial aims to evaluate whether a WeChat-based, expert knowledge-constrained AI health education system can improve anxiety and other patient-reported outcomes in patients undergoing gastrointestinal surgery. Methods: This is a single-center, open-label, parallel-group randomized controlled trial with a 1:1 allocation ratio. A total of 120 eligible patients will be recruited from the Department of Gastrointestinal Surgery at Chengdu Third People's Hospital and randomly assigned to either an intervention group or a control group. The control group will receive usual perioperative care and conventional health education, while the intervention group will additionally receive a WeChat-based AI-supported health education intervention for 3 months. The primary outcome is anxiety measured by the Hospital Anxiety and Depression Scale-Anxiety subscale. Secondary outcomes include depression, perceived social support, self-efficacy, health-related quality of life, and eHealth literacy. Outcomes will be assessed at baseline, discharge, 3 months, and 6 months. Analyses will primarily follow the intention-to-treat principle. Ethics and dissemination: This study is a low-risk behavioral intervention trial. Study findings will be disseminated through peer-reviewed publications and other academic channels. Ethical approval for the study was obtained from the Medical Ethics Committee of Chengdu Third People's Hospital (Ethics No: 2026-S-69). The clinical trial is registered under ChiCTR2600122411, with registration completed on April 2026. Clinical trial registration: https://www.chictr.org.cn/, identifier ChiCTR2600122411.

Indexed as

Artificial IntelligenceDigestive System Surgical ProceduresHealth EducationPatient Education as TopicAdultAnxietyChinaFemaleHumansMaleMiddle AgedQuality of Lifeartificial intelligencegastrointestinal surgeryhealth educationperioperative carerandomized controlled trial

Identifiers

PMID42876704
PMCPMC13661914

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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.