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Updated: Jan 26, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Advancing the state-level tracking of evidence-based practices: a case study
Sarah Cusworth Walker1, Georganna Sedlar1, Lucy Berliner2
11Department of Psychiatry and Behavioral Sciences, University of Washington, 1100 NE Campus Parkway, Box 358015, Seattle, WA 98105 USA.
Background:
Despite a sustained focus by policymakers and researchers on improving the standard of clinical care in public mental health services, the use of evidence-based practice remains low. Among other challenges, this reflects the difficulty of translating clinical research into useable policy that can be feasibly funded and monitored by state or large healthcare systems.
Case Presentation:
In this paper we present a case study of Washington State's strategy for monitoring the use of clinical elements at the session level for all Medicaid-funded children's mental health services. The implementation of this strategy reflects policy actions to promote effective practice while also actively influencing multiple other levels of the implementation ecology. The approach is informed by the Policy Ecology Framework, the Consolidated Framework for Implementation Research, the evidence-based policymaking literature, and common ontology and clinical elements models.
Conclusions:
We found the strategy developed in Washington State to be a feasible method of collecting session level information about the use of effective clinical mental health practices. In addition, the approach appears to be having influence on multiple layers of the implementation ecology that could be explored through further study.
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