AI-Driven Survivorship Care Plans (AI-SCP) (AI-SCP)

July 7, 2026 updated by: University of Utah
This project conducts exploratory work on a HIPAA-compliant, large language model (LLM)-based tool that integrates structured and unstructured oncology electronic health record (EHR) data to automate the development of tailored SCPs, paired with a patient-facing chatbot to answer questions about the SCP. Unlike generic AI documentation tools, this system establishes benchmarks for SCP development and embeds user-centered design (UCD) directly into prompt engineering and model governance workflows.

Study Overview

Status

Not yet recruiting

Conditions

Intervention / Treatment

Study Type

Interventional

Enrollment (Estimated)

50

Phase

  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Locations

  • United States
    • Utah
      • Salt Lake City, Utah, United States, 84112
        • University of Utah
        • Principal Investigator:
          • Echo Warner, MPH, PhD, SB
        • Contact:

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

No

Description

Inclusion Criteria:

  • Adult cancer survivors
  • Age +18 years,
  • Speak and understand English
  • Affiliated with the Huntsman Cancer Institute.

Exclusion Criteria:

  • Under age 18
  • Not affiliated with Huntsman Cancer Institute
  • Unable to speak or understand English

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Health Services Research
  • Allocation: N/A
  • Interventional Model: Single Group Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
Other: SCP Chatbot
Participants will receive an AI-SCP and access to the SCP chatbot from an oncologist for 7 days .
Other: SCP Chatbot

A secure LLM pipeline with structured and unstructured EHR data to automatically generate Survivorship Care Plans (SCPs) and develop a patient-facing chatbot to support comprehension.

The SCP chatbot will leverage GARDE-Chat, an NCI-funded open-source chatbot platform

Other Names:
  • GARDE-Chat

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Feasibility: Recruitment Retention
Time Frame: up to 7 days
Feasibility of the interactive AI-SCP and chatbot. This outcome measure will report the proportion of subjects who were retained from recruitment.
up to 7 days

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Acceptability/Usability: System Usability Scale
Time Frame: up to 7 days
Acceptability and usability of the interactive AI-SCP and chatbot. This outcome measure will report the mean System Usability Scale (SUS) score. SUS scores range from 0-100, with higher scores indicating better usability and lower scores indicating worse usability.
up to 7 days

Other Outcome Measures

Outcome Measure
Measure Description
Time Frame
Change in PROMIS Anxiety
Time Frame: up to 7 days

To assess preliminary patient-level effects of the interactive AI-SCP and chatbot. This outcome measure will report mean change in PROMIS Anxiety T-scores.

PROMIS Anxiety 4a - Adult v1.0 Scores range from 40.3 to 81.6, with lower scores indicating less anxiety and higher scores indicating more anxiety.
up to 7 days
Change in Cancer Worry Scale
Time Frame: up to 7 days

To assess preliminary patient-level effects of the interactive AI-SCP and chatbot. The Cancer Worry Scale (CWS) uses a 4-point Likert scale to measure cancer-related worry. This outcome measure will report the mean change in CWS score.

CWS scores range from 8 to 32, with lower scores indicating less worry and higher scores indicating greater worry.
up to 7 days

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

University of Utah

Collaborators

Huntsman Cancer Institute

Investigators

  • Principal Investigator: Echo Warner, MPH, PhD, SB, Huntsman Cancer Institute/ University of Utah

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Estimated)

August 1, 2026

Primary Completion (Estimated)

August 1, 2027

Study Completion (Estimated)

August 1, 2027

Study Registration Dates

First Submitted

July 7, 2026

First Submitted That Met QC Criteria

July 7, 2026

First Posted (Actual)

July 13, 2026

Study Record Updates

Last Update Posted (Actual)

July 13, 2026

Last Update Submitted That Met QC Criteria

July 7, 2026

Last Verified

July 1, 2026

More Information

Terms related to this study

Additional Relevant MeSH Terms

Other Study ID Numbers

  • HCI201667

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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