Actively Recruiting
Machine Learning Prediction of Possible Central Line Associated Blood Stream Infections and Rate of Reduction
Led by Swedish Medical Center · Updated on 2025-08-15
17800
Participants Needed
19
Research Sites
126 weeks
Total Duration
On this page
Sponsors
S
Swedish Medical Center
Lead Sponsor
P
Providence Health & Services
Collaborating Sponsor
AI-Summary
What this Trial Is About
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.
CONDITIONS
Official Title
Machine Learning Prediction of Possible Central Line Associated Blood Stream Infections and Rate of Reduction
Who Can Participate
Eligibility Criteria
You may qualify if you...
- The top twenty Providence St. Joseph Health Hospitals by CLABSI burden.
You will not qualify if you...
- Less than 18 years of age
AI-Screening
AI-Powered Screening
Complete this quick 3-step screening to check your eligibility
Trial Site Locations
Total: 19 locations
1
Providence Alaska Medical Center
Anchorage, Alaska, United States, 99508
Actively Recruiting
2
St. Mary Medical Center
Apple Valley, California, United States, 92307
Actively Recruiting
3
Providence Saint Joseph Medical Center
Burbank, California, United States, 91505
Actively Recruiting
4
St. Jude Medical Center
Fullerton, California, United States, 92835
Actively Recruiting
5
Providence Holy Cross Medical Center
Mission Hills, California, United States, 91345
Actively Recruiting
6
Mission Hospital
Mission Viejo, California, United States, 92691
Actively Recruiting
7
Queen of the Valley Medical Center
Napa, California, United States, 94558
Actively Recruiting
8
St. Joseph Hospital
Orange, California, United States, 92868
Actively Recruiting
9
Santa Rosa Memorial Hospital
Santa Rosa, California, United States, 95405
Actively Recruiting
10
Providence Cedars-Sinai Tarzana Medical Center
Tarzana, California, United States, 91356
Actively Recruiting
11
Providence St. Vincent Medical Center
Portland, Oregon, United States, 97225
Actively Recruiting
12
Covenant Medical Center
Lubbock, Texas, United States, 79416
Actively Recruiting
13
Swedish Medical Center Edmonds
Edmonds, Washington, United States, 98026
Actively Recruiting
14
Providence Regional Medical Center Everett
Everett, Washington, United States, 98201
Actively Recruiting
15
Providence St. Peter Hospital
Olympia, Washington, United States, 98506
Actively Recruiting
16
Kadlec Regional Medical Center
Richland, Washington, United States, 99352
Actively Recruiting
17
Swedish Medical Center Cherry Hill
Seattle, Washington, United States, 98122
Actively Recruiting
18
Swedish Medical Center First Hill
Seattle, Washington, United States, 98122
Actively Recruiting
19
Providence Sacred Heart Medical Center
Spokane, Washington, United States, 99204
Actively Recruiting
Research Team
C
Chris Dale, MD, MPH
CONTACT
E
Evan Sylvester, MPH
CONTACT
How is the study designed?
Study Type
INTERVENTIONAL
Masking
NONE
Allocation
RANDOMIZED
Model
PARALLEL
Primary Purpose
HEALTH_SERVICES_RESEARCH
Number of Arms
2
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