ChatGPT-4 to detect surgical wound infections after colorectal surgery

Is this trial a fit for you?

A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.

What this trial studies

Researchers will apply the ChatGPT-4o model to electronic health record data — including clinical notes, microbiology reports, and diagnostic codes — from patients who underwent elective colorectal resection at Hospital General de Granollers. The AI will flag suspected surgical site infections at the three CDC anatomical levels and these flags will be compared with the hospital’s standard manual infection-control surveillance over the 30–90 day postoperative period. The observational analysis will report sensitivity, specificity, and agreement with human surveillance and describe cases of disagreement. The goal is to explore whether automated detection can reduce manual workload and speed identification of postoperative infections.

Why it matters

Who can join: the full rules

Inclusion Criteria:

* Elective colorectal resection

Exclusion Criteria:

* Emergency surgery
* Infection present at operation
* Previous intestinal stoma

Where it's running

• Hospital General de Granollers
  Granollers, Barcelona, Spain Recruiting

Study contacts

• Study coordinator: Josep Badia, MD, PhD
• Email: jmbadiaperez@gmail.com
• Phone: 670702099

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How to take part

1. Review the eligibility criteria above with your treating physician.
2. Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
3. Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.