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Trial Title:
Nutritional Language Model
NCT ID:
NCT06661590
Condition:
No Disease State or Condition
Study type:
Interventional
Study phase:
N/A
Overall status:
Enrolling by invitation
Study design:
Allocation:
N/A
Intervention model:
Single Group Assignment
Primary purpose:
Health Services Research
Masking:
None (Open Label)
Intervention:
Intervention type:
Other
Intervention name:
Nutritional Messaging
Description:
Dieticians will evaluate nutritional messages created by LLM and Human Experts.
Arm group label:
Dietician
Summary:
Colorectal cancer survivors often face unique nutritional challenges and require support
in their recovery and long0term health. While human experts have traditionally provided
that support, there has been an increase in the use of Large Language Models (LLM) in
medicine and in nutrition. The LLM offers a potential supplementary resource for
generating personalized nutritional advice, specifically in personalized messaging.
However, the efficacy and reliability of these AI-generated messages in comparison to
human expert advice remain underexplored specific to this population.
This study aims to compare the nutrition-related content generated by popular
LLMs-ChatGPT, Claude, Gemini, and Co-Pilot-against messages crafted by human experts. By
evaluating the generated content in terms of readability, thematic relevance, medical
relevance, perceived effectiveness, and implementation of participants' clinical
practice, this research will provide insights into the strengths and limitations of using
AI for nutritional guidance in colorectal cancer care.
Criteria for eligibility:
Criteria:
Inclusion Criteria:
- 18+ years of age
- Currently practicing Registered Dietitian Nutritionist with at least five years of
experience working with oncology patients and survivors in their practice.
- Must have access to computer and internet access.
Exclusion Criteria:
- Non-English speakers, as the study materials and assessments are in English.
- Experts with conflicts of interest related to any of the LLMs that are being
evaluated.
Gender:
All
Minimum age:
18 Years
Maximum age:
N/A
Healthy volunteers:
Accepts Healthy Volunteers
Locations:
Facility:
Name:
The Hormel Institute - University of Minnesota, Medical Research Center
Address:
City:
Austin
Zip:
55912
Country:
United States
Start date:
October 15, 2024
Completion date:
March 20, 2025
Lead sponsor:
Agency:
University of Minnesota
Agency class:
Other
Source:
University of Minnesota
Record processing date:
ClinicalTrials.gov processed this data on November 12, 2024
Source: ClinicalTrials.gov page:
https://clinicaltrials.gov/ct2/show/NCT06661590
https://pubmed.ncbi.nlm.nih.gov/37548965/
