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LLM-Generated Medical Summaries During Hospitalization to Improve Patient Activation in High-Risk Pregnancies
Sponsor: Sheba Medical Center
Summary
The goal of this clinical trial is to learn if AI-generated medical summaries help hospitalized pregnant participants better understand and actively participate in their own care. The main questions it aims to answer are: Do AI-generated summaries increase participant activation (knowledge, skills, and confidence in managing their health)? How accurate are the AI-generated summaries, as assessed by physicians? Do AI-generated summaries affect depressive symptoms during hospitalization? Researchers will compare participants who receive periodic AI-generated summaries of their medical care with participants who receive standard care to determine whether the summaries improve patient activation during hospitalization. Participants will: Be randomly assigned to receive AI-generated medical summaries or standard care. Complete the Patient Activation Measure (PAM-13) at baseline before the intervention and again after the intervention. Complete the Edinburgh Postnatal Depression Scale (EPDS) at baseline and again after the intervention. Receive up to 3 summaries during their hospitalization (intervention group only).
Official title: The Effect of Large Language Model-Generated Medical Summaries on Patient Activation During Antepartum Hospitalization: A Randomized Controlled Trial
Key Details
Gender
FEMALE
Age Range
Any - Any
Study Type
INTERVENTIONAL
Enrollment
200
Start Date
2026-10-01
Completion Date
2028-07-23
Last Updated
2026-09-16
Healthy Volunteers
No
Interventions
LLM-Generated Medical Summaries
Participants receive patient-facing written medical summaries generated by a large language model (LLM) using a secure, privacy-protected AI environment at Sheba Medical Center. The intervention is informational and does not involve administration of a drug, use of a medical device, or performance of a medical procedure. Each summary is reviewed by a physician for medical accuracy before being provided to the participant. If a summary is deemed inadequate, it may be corrected by the reviewing physician before delivery or rejected and not provided. The first summary is generated on days 3-5 of hospitalization, with updated summaries every 3-5 days and a maximum of 3 summaries per participant.
Locations (1)
Sheba Medical Center
Ramat Gan, Israel