Evidence map›Paper›PMID 41218945›Full record

ArticleBMJ open2025

Design and rationale of the artificial intelligent dialogue System assisted comprehensive Management of secondary prevention Among post coronary aRtery bypass graft patienTs (SMART): protocol for a randomised controlled trial for postcoronary artery bypass grafting management.

Lubi Lei, Jingkuo Li, Lihua Zhang, Xin Yuan, Xiaolin Diao, Le Qi, Yiyi Wang, Wei Du, Wei Zhao, Shengshou Hu

Registry-linked trialAbstract readClinical Trial Protocol
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06615609 ("Smart Family Doctor" Assisted Comprehensive Management of Secondary Prevention Among Post Coronary Artery Bypass Graft Patients or Post Percutaneous Coronary Intervention Patients), which is not on this map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
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.

NCT06615609 narecruitingnot on this map

"Smart Family Doctor" Assisted Comprehensive Management of Secondary Prevention Among Post Coronary Artery Bypass Graft Patients or Post Percutaneous Coronary Intervention Patients

TypeinterventionalSponsorChina National Center for Cardiovascular DiseasesRan2025 to 2026Enrolled536ConditionsPost Coronary Artery Bypass Grafting, Hypertension, Diabetes Mellitus, HyperlipidemiaArmsSmart family doctor, Health manager
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

10 authors.

Lubi LeiNational Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.ORCID http://orcid.org/0009-0006-7137-3025
Jingkuo LiNational Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.ORCID http://orcid.org/0000-0002-7806-5387
Lihua ZhangNational Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Xin YuanDepartment of Surgery, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China, Beijing, China.
Xiaolin DiaoInformation Center, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Le QiInformation Center, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Yiyi WangInformation Center, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Wei DuMianyang Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Mianyang, China.
Wei ZhaoInformation Center, Fuwai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Shengshou HuNational Clinical Research Center for Cardiovascular Diseases, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China huss@fuwai.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionCardiovascular risk factor management (ie, hypertension, dyslipidaemia and diabetes) in post-coronary artery bypass grafting (CABG) patients is suboptimal, with a high prevalence and low control rate due to various barriers, including a lack of self-management awareness and inadequate healthcare resources. Artificial intelligence (AI) interventions are promising for improving lifestyle management and secondary prevention; however, their effectiveness in post-CABG patients remains unclear. We aimed to describe the protocol of the artificial intelligence dialogue system-assisted comprehensive management of secondary prevention among post-coronary artery bypass graft patients (SMART) assessing the efficacy and safety of an AI-based dialogue system, namely 'Smart Family Doctor', on blood pressure, lipids and glucose control. METHODS AND ANALYSIS: The SMART study is an open-label, parallel-group, randomised controlled trial. 536 post-CABG patients with uncontrolled hypertension, diabetes or dyslipidaemia are 1:1 randomly assigned to either the health manager or the intervention group with the implementation of the 'Smart Family Doctor' and followed up for 6 months postoperatively. The 'Smart Family Doctor' runs on the WeChat service platform, which includes an AI-based dialogue system of individual intelligent questions and answers, physiological indicators monitoring, medication reminders and automated message sending. Data on physical examinations, biological samples and self-management behaviour will be collected at baseline, 3 and 6 months after randomisation. The primary outcome was the change from baseline to 6-month follow-up in cardiovascular risk factors (hypertension, dyslipidaemia and diabetes) control rates. For the primary analysis, we will use generalised mixed-effects models to compare the control rate at the 6-month follow-up between the intervention and control groups, accounting for study sites as random effects. ETHICS AND DISSEMINATION: The study was registered at http://www. CLINICALTRIALS: gov (NCT06615609). The central ethics committee of Fuwai Hospital approved the SMART trial (2024-2410). All collaborating sites obtained local approval or accepted central ethics approval. The findings of this study will be disseminated through peer-reviewed publications, presentations at national and international conferences, and potentially public engagement initiatives. TRIAL REGISTRATION NUMBER: NCT06615609.

Indexed as

Artificial IntelligenceCoronary Artery BypassSecondary PreventionDiabetes MellitusDyslipidemiasFemaleHumansHypertensionMaleRandomized Controlled Trials as TopicArtificial IntelligenceCARDIOLOGYClinical Trial

Identifiers

PMID41218945
PMCPMC12606473

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Registered trials

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.