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NCT05683899 Clinical Trial

A Study of Emergency Department AI Prediction Impact

Length of Stay Clinical Trial

Official title:
Evaluation of Emergency Department AI Prediction Algorithm

Clinical Trial Details — Status: Completed

Administrative data
NCT number NCT05683899
Other study ID # 22-011319
Secondary ID
Status Completed
Phase
First received
Last updated
Start date January 3, 2023
Est. completion date December 4, 2023

Study information
Verified date April 2024
Source Mayo Clinic
Contact n/a
Is FDA regulated No
Health authority
Study type Observational

Clinical Trial Summary

The purpose of this study is to evaluate the impact of an AI admission prediction tool on the number of preventable hospital admissions, emergency department (ED) length of stay, when the predictions are displayed only to a dedicated ED triage team. Also, to evaluate user perceptions of the AI tool among the triage team users and medical officer of the day users. Additionally, to evaluate any impact of the AI tool on the number of interventions performed by the triage team, and to evaluate the impact of the tool on time-to-admission after an admission order is placed.

Recruitment information / eligibility
Status Completed
Enrollment 80
Est. completion date December 4, 2023
Est. primary completion date December 4, 2023
Accepts healthy volunteers Accepts Healthy Volunteers
Gender All
Age group 18 Years and older
Eligibility Inclusion Criteria: - For the survey component, any HIM clinician that works a shift in the triage area, ED physicians, and the medical officer of the day will be included. - For length of stay data, adult patients registered in the Mayo Clinic-Rochester St. Mary's Emergency Department will be included. Exclusion Criteria: - For the survey, clinicians not working a triage shift during the study period will be excluded. - For the length of stay analysis, only adult ED patients will be included, who do not triaged to the behavioral health/psychiatry pathway, nor patients who are triaged to the Emergency Department observation pathway.

Study Design

Related Conditions & MeSH terms

Locations
Country Name City State
United States Mayo Clinic Minnesota Rochester Minnesota

Sponsors (1)
Lead Sponsor Collaborator
Mayo Clinic

Country where clinical trial is conducted

United States, 

Outcome
Type Measure Description Time frame Safety issue
Primary Hospital Admissions Number of avoidable admissions prevented as a fraction of all ED patients in a day, specifically, the number of patients who were seen by the SAPPHIRE triage team and discharged home 282 days
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