Xsolis’ predictive AI and Care Level Score™ (CLS™) help guide clinical decision making, reduce observation overuse, improve patient status accuracy, and protect revenue integrity. Three health systems. Three journals. Same pattern of results.
The study, Leveraging Artificial Intelligence to Improve Clinical Appropriateness of Inpatient Designation in a Utilization Management Setting, published in the Journal of Doctoral Nursing Practice, highlights that after implementing Xsolis’ AI technology, Yale New Haven Health reduced observation rates from 16.69% to 12.75% monthly.
That’s fewer avoidable observation stays and more accurate inpatient placement.
Why it matters:
“The implementations for nursing of an AI tool in the UM review process effectively reduced observation service discharge rates by improving the identification of comorbidities and enhancing the assessment of medical necessity.”
Peer-reviewed validation, via the Journal of Clinical and Translational Science, found that at the Mayo Clinic Health System, Xsolis’ AI accurately predicted expected geometric mean length of stay (GMLOS), giving leaders a reliable signal to plan beds, staffing, and resources with more confidence.
“Our research underscores that clinical practice can leverage AI predictions in unexpected yet beneficial ways. While initially focused on DRG prediction, the associated GMLOS emerged as more significant.”
A Baylor University Medical Center Proceedings study featuring Baylor Scott & White found that Xsolis’ AI predicted inpatient versus observation discharge status with a high level of accuracy with strong sensitivity and specificity, ensuring appropriate patient care is provided.
“This study supports the validity of real-time automated AI determination for accurately predicting the outcome of appropriate inpatient orders for care aligned with final inpatient discharge.”
The CLS provides an objective view of medical necessity and is automatically generated for each patient in real-time as more information becomes available within the EMR, including medical history, labs and vitals, orders, medications, and more.
Xsolis’ proprietary CLS:
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