Clinical Intelligent Management System Pragmatic RCT
Evaluation of a Multimodal Model-Based Clinical Intelligent Management System: A Pragmatic Randomized Controlled Trial
1 other identifier
interventional
204
1 country
1
Brief Summary
This study aims to evaluate the effectiveness of a clinical intelligent management system, based on a multimodal foundational model, in improving the quality of primary care at a community health service center. Using a prospective, randomized controlled, single-blind study design, the trial will include primary care physicians and adult patients seeking care at the Tiantongyuanbei Community Health Service Center and Shanghai Health and Medical Center. Physicians in the intervention group will utilize the intelligent management system with AR glasses to aid in diagnosis and treatment, while patients will engage with the system's patient interface to access health education, follow-up reminders, and AI-powered home consultation features. In contrast, physicians in the control group will provide routine diagnoses and treatments, with their patients receiving standard health education and follow-up care. The trial was designed with the assistance of a digital twin-based clinical research system (termed X Town). By comprehensively evaluating diagnostic quality, physicians' clinical abilities, patient-reported outcomes, and system appraisals, this study will assess the effectiveness of the clinical intelligent management system in enhancing the quality of primary care and patient management.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Apr 2025
Shorter than P25 for not_applicable
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
February 12, 2025
CompletedFirst Posted
Study publicly available on registry
March 25, 2025
CompletedStudy Start
First participant enrolled
April 13, 2025
CompletedPrimary Completion
Last participant's last visit for primary outcome
June 30, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
July 31, 2025
CompletedMay 16, 2025
May 1, 2025
3 months
February 12, 2025
May 13, 2025
Conditions
Outcome Measures
Primary Outcomes (1)
Comprehensive Assessment of clinical performance
Primary Care Quaility Assessment Scales (range: 0 to 100 for each case; the higher scores means the better performance)
From enrollment to the end of treatment at 3 months of all recruited cases
Secondary Outcomes (1)
AI-System's appraisal
At the end of 3 months
Study Arms (2)
AI-assist group
EXPERIMENTALPhysicians in the intervention group will employ the intelligent management system with AR glasses to assist in diagnosis and treatment, while patients will interact with the system's patient interface to access health education, follow-up reminders, and AI-powered home consultation features.
Traditional group
NO INTERVENTIONPhysicians in the control group will conduct routine diagnoses and treatments, while patients will receive standard health education and follow-up care.
Interventions
The clinical intelligent management system, integrated with AR glasses and powered by a multimodal foundational model, is designed to improve the quality of outpatient care at community health service centers.
Eligibility Criteria
You may qualify if:
- Age ≥18 years
- Receiving care at a community health service center
- Able to understand and comply with the study procedures
- Agrees to participate in the study and signs the informed consent form
You may not qualify if:
- Patients with severe mental illness
- Patients unable to independently complete the questionnaire
- Patients expected to be unable to complete follow-ups within three months
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Shanghai Health and Medical Center
Wuxi, Jiangsu, 214065, China
Study Officials
- PRINCIPAL INVESTIGATOR
Tien Yin Wong
Tsinghua University
Central Study Contacts
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- SINGLE
- Who Masked
- OUTCOMES ASSESSOR
- Purpose
- SUPPORTIVE CARE
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
February 12, 2025
First Posted
March 25, 2025
Study Start
April 13, 2025
Primary Completion
June 30, 2025
Study Completion
July 31, 2025
Last Updated
May 16, 2025
Record last verified: 2025-05
Data Sharing
- IPD Sharing
- Will not share