Status:
COMPLETED
Pilot Study for Postoperative Machine Learning
Lead Sponsor:
Washington University School of Medicine
Collaborating Sponsors:
National Center for Advancing Translational Sciences (NCATS)
Conditions:
Surgery--Complications
Eligibility:
All Genders
18+ years
Phase:
NA
Brief Summary
The objectives of the study are to determine the interpretability, workflow role, and effect on communications of showing report cards containing Machine Learning (ML)-based risk profiles based on pre...
Detailed Description
Although surgery and anesthesia have become much safer on average, many patients still experience complications after surgery. Some of these complications are likely to be avoided or less severe with ...
Eligibility Criteria
Inclusion
- ODIN-Pilot will intervene on a subset of TECTONICS participants meeting all the following criteria:
- Within the TECTONICS contact arm (adults undergoing OR procedures)
- Operating room at BJH South campus (including all of "Pod 2", "Pod 3", "Pod 5") (excluding all procedure suites such as Interventional Radiology, Parkview Tower "Pod 1", Center for Advanced Medicine "Pod 4", Labor and Delivery suites)
- Surgeon is a member of the Acute and Critical Care Surgery division or the postoperative bed is 16300 observation unit.
- Planned non-ICU disposition ("floor" and "observation unit" collectively "ward" patients).
Exclusion
- Not enrolled in TECTONICS Study
- Randomized to the observation arm in TECTONICS study
- Planned ICU admission
- Patients are only included once; if previously included a subsequent surgery is not eligible
Key Trial Info
Start Date :
June 3 2021
Trial Type :
INTERVENTIONAL
Allocation :
ACTUAL
End Date :
May 11 2023
Estimated Enrollment :
222 Patients enrolled
Trial Details
Trial ID
NCT04877535
Start Date
June 3 2021
End Date
May 11 2023
Last Update
April 4 2025
Active Locations (1)
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1
Barnes-Jewish Hospital
St Louis, Missouri, United States, 63110