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Concordance Between Large Language Model and Multidisciplinary Team Recommendations in Rectal Cancer

NCT07595107 · Status: NOT_YET_RECRUITING · Type: OBSERVATIONAL · Enrollment: 180

Last updated 2026-05-19

No results posted yet for this study

Summary

This prospective single-center observational study will evaluate the concordance between recommendations generated by a locally deployed large language model and standardized multidisciplinary team recommendations for patients with rectal cancer.

Consecutive adult patients with pathologically confirmed rectal adenocarcinoma who are scheduled for routine rectal cancer multidisciplinary team discussion will be enrolled. For each case, investigators will prepare a standardized de-identified clinical summary before the multidisciplinary team meeting. The same summary will be used for large language model generation and routine multidisciplinary team discussion.

The large language model recommendation will not be disclosed to the clinical team and will not influence actual patient management. Concordance between the large language model recommendation and the multidisciplinary team reference recommendation will be assessed using predefined structured rules and blinded expert review.

Conditions

Interventions

OTHER

Large Language Model Recommendation Generation

For each enrolled case, a standardized de-identified clinical summary will be entered into a locally deployed large language model using a fixed prompt and fixed inference parameters. The model will generate a structured treatment recommendation for concordance assessment. The large language model output will not be disclosed to the multidisciplinary team and will not influence actual patient management.

Sponsors & Collaborators

  • Shandong Cancer Hospital and Institute

    lead OTHER

Principal Investigators

  • Jinbo Yue, MD, PhD · Shandong Cancer Hospital and Institute

Eligibility

Min Age
18 Years
Sex
ALL
Healthy Volunteers
No

Timeline & Regulatory

Start
2026-06-01
Primary Completion
2027-06-01
Completion
2027-12-01

Countries

  • China

Study Locations

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Entities

Diseases

Read the full study record

This page highlights key information. For complete eligibility criteria, study locations, investigator contacts, and the full protocol, visit the original record on ClinicalTrials.gov.

View NCT07595107 on ClinicalTrials.gov