Rady Children's Hospital, San Diego
San Diego, California, 92071, United States
Location status: Recruiting
NCT Number: NCT07291245
Evaluating the impact of a machine-learning clinical decision support tool on provider practice when evaluating febrile patients with Kawasaki Disease (KD) and non-KD illnesses.
Interested in participating?
Request Info30 day–17 year
All sexes
Interventional
Not applicable
San Diego, California, 92071, United States
Location status: Recruiting
Following laboratory evaluation, providers will be randomized to treat patients according to usual practice/standard of care vs. receiving clinical decision support from the Kawasaki MATCH tool - a previously validated machine-learning clinical decision support tool to identify Kawasaki Disease. The study aim is to evaluate the accuracy of Kawasaki MATCH prospectively when used at the point of care, as well as how this tool impacts clinical decisions including additional evaluation and hospital admission.
Healthy volunteers accepted: No
Only the study team can determine whether someone qualifies for participation.
Inclusion criteria
Exclusion criteria
Providers access the Kawasaki MATCH decision support tool. Patient information is entered into the tool and a risk score is indicated to the provider. Kawasaki MATCH is a previously validated machine-learning decision support tool for the diagnosis of Kawasaki Disease. This tool utilizes patient age, 18 laboratory features, and 5 clinical features to formulate a risk score.
Time frame: 90 days
Time in days from initial ED evaluation to initial IVIG treatment in patients ultimately diagnosed with Kawasaki Disease
Time frame: Day 1 (day of enrollment)
MATCH score determined by entering patient clinical and laboratory information into the Kawasaki MATCH algorithm. Algorithm output is a decimal between 0 and 1. Scores less than 0.4 will be deemed a prediction of "not Kawasaki Disease" while scores of 0.4 or higher will be deemed "Kawasaki Disease"
Time frame: Day 1 (day of enrollment)
Proportion of patients admitted to the hospital from the Emergency Department (ED).
Admitted patients = 1 Discharged patients = 0
Time frame: Day 1 (day of enrollment)
Proportion of patients receiving Kawasaki service consultation
Time frame: 7 days
Return to Emergency Department
Time frame: Day 1 (day of enrollment)
Additional ED orders for laboratory/imaging studies or additional procedures after the time of randomization
Time frame: Day 1 (day of enrollment)
Visual analog scale of suspected likelihood of Kawasaki Disease. Scale between 0 (Definitely not Kawasaki Disease) and 100 (Definitely Kawasaki Disease) with higher values indicating higher provider suspicion for Kawasaki Disease.
This outcome will be assessed on providers randomized to both study arms
Time frame: Day 1 (day of enrollment)
Visual analog scale of suspected likelihood of Kawasaki Disease. Scale between 0 (Definitely not Kawasaki Disease) and 100 (Definitely Kawasaki Disease) with higher values indicating higher provider suspicion for Kawasaki Disease.
This outcome only assessed for providers in the experimental arm.
Time frame: Day 1 (day of enrollment)
Visual analog scale of the perceived helpfulness of the Kawasaki MATCH algorithm. Scale between 0 (Not helpful) and 100 (Extremely helpful) with higher values indicating increased helpfulness.
This outcome only assessed for providers in the experimental arm.
Contact information is provided by the study sponsor or research team.
University of California, San Diego
Other
Kawasaki MATCH: A Clinical Decision Support Tool to Detect KD
Acronym: MATCH
OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.
View the official ClinicalTrials.gov record (opens in a new tab)This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.
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