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| Name | Class |
|---|---|
| Huntsman Cancer Institute | OTHER |
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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.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| SCP Chatbot | Other | Participants will receive an AI-SCP and access to the SCP chatbot from an oncologist for 7 days . |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| SCP Chatbot | Other | 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 |
| Measure | Description | Time Frame |
|---|---|---|
| Feasibility: Recruitment Retention | 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 |
| Measure | Description | Time Frame |
|---|---|---|
| Acceptability/Usability: System Usability Scale | 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 |
| Measure | Description | Time Frame |
|---|---|---|
| Change in PROMIS Anxiety | 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 |
Inclusion Criteria:
Exclusion Criteria:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Echo Warner, MPH, PhD, SB | Contact | 801-244-7040 | echo.warner@hci.utah.edu |
| Name | Affiliation | Role |
|---|---|---|
| Echo Warner, MPH, PhD, SB | Huntsman Cancer Institute/ University of Utah | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| University of Utah | Salt Lake City | Utah | 84112 | United States |
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| ID | Term |
|---|---|
| D009369 | Neoplasms |
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| Change in Cancer Worry Scale |
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 |