CirrhosisRx CDS System

March 26, 2026 updated by: University of California, San Francisco

Pragmatic Randomized Controlled Trial to Evaluate the Effect of CirrhosisRx, a Novel Clinical Decision Support System, on Guideline-adherence and Clinical Outcomes for Patients With Cirrhosis

The aim of the study is to compare the effect of CirrhosisRx, a novel clinical decision support (CDS) system for inpatient cirrhosis care, versus "usual care" on adherence to national quality measures and clinical outcomes for hospitalized patients with cirrhosis.

Study Overview

Status

Recruiting

Conditions

Intervention / Treatment

Detailed Description

Each year, there over 200,000 hospitalizations for cirrhosis in the United States. Over one-third of these patients are readmitted within 30 days, and up to 10% will die in the hospital. Despite national quality measures and care guidelines, cirrhosis care remains suboptimal and highly variable.

Clinical Decision Support (CDS) systems present an attractive strategy to improve guideline-adherence due to low implementation costs. These systems, however, remain largely untested in cirrhosis care and it remains unknown whether they are effective at improving guideline-adherence and whether improving guideline-adherence changes clinical outcomes in cirrhosis care. The investigators have designed "CirrhosisRx," a cirrhosis-specific CDS system, to address these evidence gaps.

This study intends to compare effect of CirrhosisRx versus "usual care" on adherence to quality measures and clinical outcomes through a pragmatic randomized controlled trial (pRCT). Randomization will be based on stepped-wedge cluster randomization of treatment teams at our institution.

Study Type

Interventional

Enrollment (Estimated)

2106

Phase

  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Locations

    • California
      • San Francisco, California, United States, 94143
        • Recruiting
        • University of California San Francisco Medical Center
        • Contact:

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

No

Description

Inclusion Criteria:

  • All adult (age ≥ 18 years) patients who have cirrhosis identified based on 1+ chronic liver disease and 1+ cirrhosis (or its complications) International Classification of Diseases, Revision 10 diagnosis codes OR mention of cirrhosis or portal hypertension (or their complications) in clinical documentation admitted at our institution.

Exclusion Criteria:

  • Children (age < 18 years)
  • patients who do not meet the cirrhosis definition criteria as noted above
  • ambulatory patients

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Health Services Research
  • Allocation: Randomized
  • Interventional Model: Crossover Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
Experimental: CirrhosisRx
Providers in this arm will have access to the CirrhosisRx CDS system, which aggregates and organizes clinical data, presents them in clinically relevant/intuitive fashion for cirrhosis care, and linked to order sets consistent with national guidelines.
CirrhosisRx is a cirrhosis-specific CDS that organizes clinical data into clinically relevant groupings and links them to order sets consistent with national practice guidelines for inpatient cirrhosis care.
No Intervention: Usual Care
Providers in this arm will not have access to the CirrhosisRx CDS system.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Aggregate adherence to quality measures
Time Frame: During the hospitalization, approximately 7 days
This outcome is the aggregate adherence to five American Gastroenterological Association (AGA) and American Association for the Study of Liver Disease (AASLD) quality measures applicable to hospitalized patients with cirrhosis. The calculation for the measure will be the total number of admissions satisfying the five AGA/AASLD quality measures divided by the total number of addressable admissions (e.g. hospitalizations in which these quality metrics could be applied). In the cases which an admission could satisfying two or more metrics, this single admission will be multiple times per the number of times metrics could be potentially applied.
During the hospitalization, approximately 7 days

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Inpatient mortality
Time Frame: During the hospitalization, approximately 7 days
This outcome is death during the admission
During the hospitalization, approximately 7 days

Other Outcome Measures

Outcome Measure
Measure Description
Time Frame
Reach of CirrhosisRx
Time Frame: Through study completetion, approximately 36 months
Number of patients and clinicians randomized to CirrhosisRx
Through study completetion, approximately 36 months
Adoption of CirrhosisRx
Time Frame: Through study completetion, approximately 36 months
Proportion of clinicians using CirrhosisRx in the intervention arm
Through study completetion, approximately 36 months
Implementation of CirrhosisRx
Time Frame: Through study completetion, approximately 36 months
Proportions of clinicians implementing an order set through CirrhosisRx
Through study completetion, approximately 36 months
Maintenance of CirrhosisRx
Time Frame: Through study completetion, approximately 36 months
Rate of use over time and contamination rate
Through study completetion, approximately 36 months
Average time spent on CirrhosisRx
Time Frame: Through study completetion, approximately 36 months
Average time spent on CirrhosisRx - defined as the total time all clinicians spent on the system divided by the number of clinicians using the system
Through study completetion, approximately 36 months

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Investigators

  • Principal Investigator: Jin Ge, MD, MBA, University of California, San Francisco

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

January 14, 2025

Primary Completion (Estimated)

January 1, 2027

Study Completion (Estimated)

January 1, 2027

Study Registration Dates

First Submitted

June 8, 2023

First Submitted That Met QC Criteria

July 20, 2023

First Posted (Actual)

August 1, 2023

Study Record Updates

Last Update Posted (Actual)

April 1, 2026

Last Update Submitted That Met QC Criteria

March 26, 2026

Last Verified

March 1, 2026

More Information

Terms related to this study

Other Study ID Numbers

  • 23-39379

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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