NCT06661590Completed
Nutritional Language Model
Comparative Analysis Between Artificial Intelligence vs. Human Generated Nutrition Messages for Colorectal Cancer Survivors
Source: ClinicalTrials.gov · Last updated 15 May 2025
Brief summary (registry, in English)
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.
- Status (registry)
- Completed
- Study type
- Interventional
- Enrollment
- 6 (actual)
- First submitted
- 15 Oct 2024
- Start date
- 15 Oct 2024
- Primary completion date
- 20 Dec 2024
- Lead sponsor
- University of Minnesota
- Diseases
- Colorectal cancer
- NCT number
- NCT06661590
What you commit to
- Study type: Interventional
- Participants enrolled: 6
- From 15 Oct 2024 to the primary completion date, 20 Dec 2024
- 1 site in 1 country
- Visits and tests: ask the trial team, the registry does not list them
Built from the registry fields of ClinicalTrials.gov. It describes the study, not your situation.
Who cannot take part
Copied verbatim from ClinicalTrials.gov and grouped by topic. Only the trial team decides who can take part.
Other
- 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.
Who the study is looking for
- 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.
Age in the registry: 18 years to - · Sex: All · Accepts healthy volunteers
Sites (1)
Sites in registry order. Pick your city on the disease page to sort them by distance.
| Site | City | Country | Site status |
|---|---|---|---|
| The Hormel Institute - University of Minnesota, Medical Research Center Coordinator of this site? Confirm its status | Austin | United States | Unknown status |
This page is information, not medical advice. Discuss any trial with your doctor.