Machine Learning Prediction of Possible Central Line Associated Blood Stream Infections and Rate of Reduction

Recruiting now · Not applicable

Conditions studied: Central Line Associated Blood Stream Infections (CLABSI)

In brief

Prospective, multi-center, cluster-randomized trial of a hospital Infection Preventionist (IP)-led quality improvement study to provide clinical teams with just-in-time clinical education and reinforcement of existing best practices recommendations based on the output of a possible Central Line Associated Blood Stream Infection (CLABSI) Machine Learning (ML) prediction model. The objective is to determine whether providing this model to Infection Preventionists will decrease the CLABSI rates versus routine clinical practice.

Key facts

Study ID

NCT07108660

Run by

Swedish Medical Center

People needed

17800

Starts

2025-07-01

Expected to finish

2027-12-01

Last updated by the study team

2025-08-15

Who can join

Age: 18 and older. Sex: any. Healthy volunteers: not accepted.

You may qualify if…

• The top twenty Providence St. Joseph Health Hospitals by CLABSI burden.

You may not qualify if…

• Less than 18 years of age

Where it is running

• Providence Alaska Medical Center — Anchorage, Alaska, United States (enrolling)
• St. Mary Medical Center — Apple Valley, California, United States (enrolling)
• Providence Saint Joseph Medical Center — Burbank, California, United States (enrolling)
• St. Jude Medical Center — Fullerton, California, United States (enrolling)
• Providence Holy Cross Medical Center — Mission Hills, California, United States (enrolling)
• Mission Hospital — Mission Viejo, California, United States (enrolling)
• Queen of the Valley Medical Center — Napa, California, United States (enrolling)
• St. Joseph Hospital — Orange, California, United States (enrolling)
• Santa Rosa Memorial Hospital — Santa Rosa, California, United States (enrolling)
• Providence Cedars-Sinai Tarzana Medical Center — Tarzana, California, United States (enrolling)
• Providence St. Vincent Medical Center — Portland, Oregon, United States (enrolling)
• Covenant Medical Center — Lubbock, Texas, United States (enrolling)
• Swedish Medical Center Edmonds — Edmonds, Washington, United States (enrolling)
• Providence Regional Medical Center Everett — Everett, Washington, United States (enrolling)
• Providence St. Peter Hospital — Olympia, Washington, United States (enrolling)
• Kadlec Regional Medical Center — Richland, Washington, United States (enrolling)
• Swedish Medical Center Cherry Hill — Seattle, Washington, United States (enrolling)
• Swedish Medical Center First Hill — Seattle, Washington, United States (enrolling)
• Providence Sacred Heart Medical Center — Spokane, Washington, United States (enrolling)

Full record on ClinicalTrials.gov

Trial information comes from ClinicalTrials.gov and is refreshed daily. TrialsForMe does not provide medical care and does not run the studies it lists.