Pediatric eCART: an electronic tool to spot children at high risk of critical illness
Official title: A Rapid Diagnostic of Risk in Hospitalized Pediatric Patients to Improve Outcomes Using Machine Learning
Run by University of Wisconsin, Madison · NCT06771830 · Data updated 2026-11-12
This project will test whether implementing pediatric eCART, an EHR-based risk alert system, helps identify hospitalized children at high risk of life-threatening deterioration and is acceptable to pediatric nurses.
Quick facts
| Study type | Interventional |
|---|---|
| Ages | Any age to 17 Years |
| Sex | All |
| Enrollment | 30000 (estimated) |
| Sponsor | University of Wisconsin, Madison Academic / other |
| Locations | 1 site (Madison, Wisconsin) |
| Status | Recruiting |
| Started | December 1, 2025 |
| Main results expected | December 2027 |
| Study ends | December 2027 |
| Registry record updated | August 13, 2026 |
| Trial ID | NCT06771830 on ClinicalTrials.gov |
Is this trial a fit for you?
✓Likely a good fit
Children under 18 admitted to inpatient units at UW Health who are eligible for pediatric eCART scoring (excluding neonates and birth encounters) are the target participants.
✕Probably not a fit
Newborns and birth encounters, patients not eligible for eCART scoring, and patients cared for only in outpatient settings are unlikely to benefit from this intervention.
A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.
What this trial studies
Researchers will compare three years of retrospective pediatric inpatient data before implementation to two years of prospective data after deploying pediatric eCART at American Family Children's Hospital, examining up to 30,000 encounters. Pediatric eCART applies a machine-learning model to routine electronic health record data and is delivered via the AgileMD clinical decision support engine to continuously quantify risk of clinical deterioration. The study will measure outcomes such as timing of ICU transfer, morbidity, mortality, and nurse acceptability of the intervention. Neonates and birth encounters are excluded and the focus is on UW Health inpatient locations.
Why it matters
Potential benefit: If successful, pediatric eCART could help clinicians detect deterioration earlier, enabling timelier ICU care and potentially reducing morbidity and mortality among hospitalized children.
How similar studies have gone: Preliminary implementation at the University of Chicago reported improved outcomes with pediatric eCART, but broader multisite validation is still limited.
Who can join: the full rules
Show full inclusion / exclusion criteria
Inclusion Criteria (pediatric patients): * All pediatric patients scored on pediatric eCART (or eligible for scoring on either algorithm in the pre-implementation period) will be screened for study eligibility. * Patients eligible for pediatric eCART scoring include pediatric (\<18 years of age) patients * Inpatient locations Exclusion Criteria (pediatric patients): * Patients who are ineligible for pediatric eCART scoring * Neonates and birth encounters will be excluded from the pediatric eCART study Inclusion Criteria (nurse clinicians): * UW Health nurses who interact with eCART during patient care Exclusion Criteria (nurse clinician): * UW Health nurses no longer employed at UW Health
Where it's running
-
American Family Children's Hospital
Madison, Wisconsin, United States Recruiting
Study contacts
- Principal investigator: Anoop Mayampurath, PhD — UW School of Medicine and Public Health
- Study coordinator: Anoop Mayampurath, PhD
- Email: mayampurath@wisc.edu
- Phone: 608-261-1028
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How to take part
- Review the eligibility criteria above with your treating physician.
- Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
- Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.