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1. CDSiC & Clinicians | CDSiC
   cdsic.ahrq.gov/cdsic/clinicians
   May 22, 2025 - Patient-centered CDS (PC CDS) is being used by patients and clinicians across the country to achieve better … outcomes by considering patient-specific factors for better decisions. … Clinicians and healthcare systems can use this website to better understand what PC CDS is and how it

2. About CDSiC | CDSiC
   cdsic.ahrq.gov/cdsic/cdsic-about
   January 01, 2016 - Collaborative (CDSiC) is a community of diverse stakeholders at the forefront of using technology to better … The CDSiC aims to better understand what makes CDS patient-centered by serving as a proving ground of

3. Exploring How Artificial Intelligence (AI) Can Enhance Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/AI-viewpoint
   February 25, 2025 - Leadership Viewpoint highlights four themes that emerged from CDSiC efforts to understand how PC CDS can better … Leadership Viewpoint highlights four themes that emerged from CDSiC efforts to understand how PC CDS can better … CDSiC developed two reports and conducted two real-world pilot projects to understand how PC CDS can better … example, through example-based explanations that accompany output, which can build trust and provide a better … These findings can help PC CDS stakeholders better understand and leverage AI to scale PC CDS more widely

4. Home | CDSiC
   cdsic.ahrq.gov/
   July 02, 2025 - Leadership Viewpoint highlights four themes that emerged from CDSiC efforts to understand how PC CDS can better … This helps ensure better health outcomes. … For Clinicians Patient-centered CDS is used by patients and clinicians nationwide to achieve better

5. PAIGE Chatbot for Patient-Clinician Communication: Usability and Utility Assessment | CDSiC
   cdsic.ahrq.gov/cdsic/PAIGE-assessment-report
   September 26, 2024 - patients’ and clinicians’ perspectives on the future usability and utility of the PAIGE prototype to better

6. CDS Standards and Regulatory Frameworks Workgroup: An Initial Taxonomy of Override Reasons for Patient-Centered Clinical Decision Support (PC CDS) Recommendations | CDSiC
   cdsic.ahrq.gov/cdsic/override-taxonomy
   July 15, 2024 - support CDS researchers and developers, this report offers a taxonomy of override reasons for PC CDS to better … capture information on the barriers and challenges to PC CDS use, and to better understand what can

7. Standards and Regulatory Frameworks Workgroup: Advancing Standardized Representations for Patient Preferences to Support Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/srf-patientprefstandards
   August 01, 2023 - To better understand the current state of the evolving landscape, this report includes: Exemplar

8. Artificial Intelligence-Supported Patient-Centered Clinical Decision Support: A Summary of Considerations (pdf file)
   cdsic.ahrq.gov/sites/default/files/2025-06/IAS%20Topic%20Highlight%20AI%20and%20PC%20CDS_508%20Compliant.pdf
   January 01, 2025 - As a result, patients may feel more listened to during visits, and a patient’s care plans may better … This can help patients get care that is better suited to them, and the close monitoring of medications … This can lead to PC CDS that does a better job of recommending appropriate care and care plans tailored … tools use complex processes to personalize treatment recommendations for individual patients that better

9. CDSiC viewpoint | CDSiC
   cdsic.ahrq.gov/cdsic/cdsic-leadership-viewpoints
   February 25, 2025 - Leadership Viewpoint highlights four themes that emerged from CDSiC efforts to understand how PC CDS can better

10. Scaling, Measurement, and Dissemination of CDS Workgroup: Approaches to Measuring Patient-Centered CDS Workflow and Lifeflow Impact Executive Summary (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-08/Exec%20Sum_SMD%20Workflow%20Measurement%20Approaches%20Report%20to%20AHRQ%208.9.23_508.pdf
    January 01, 2023 - where and when interactions occur, we can develop and field measures and measurement approaches that better … clinical workflows that can be used by researchers designing and reporting on workflow studies to better … Reporting should also include descriptions of variation in workflows from the standardized workflow to better … the STAMP (Suggested Time and Motion Procedures) Checklist is a potential resource that can support better … Conduct research to better understand how these types of measures alleviate gaps in the patient/caregiver

11. Patient Preferences Are Essential to Bringing the Patient Into Focus (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Infographic%202024_508_0.pdf
    January 01, 2024 - Collaborative (CDSiC) is a community of variety of stakeholders at the forefront of using technology to better

12. PAIGE Chatbot For Patient-Clinician Communication: (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
    January 01, 2024 - The overarching aim was to better understand the capability of LLMs to facilitate accurate and timely … for Refinements and Future Work on Similar Patient-Facing Chatbots o AI-generated summaries could better … This would better facilitate decision-making about next steps in the patient’s care. … The assessment’s overarching aim was to generate a better understanding of the capability of LLMs to … However, they also suggested improvements and future work to enhance PAIGE’s information quality, better

13. Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared Decision Making (pdf file)
    cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
    January 01, 2023 - Research is needed to better understand how PC CDS should present data to patients and clinicians, and … SDM would be better supported by a standardized definition of minimal clinically important difference … Moving forward, it can be expected that patients will be better supported in monitoring their health … Make Better Health Decisions. Accessed July 17, 2023. … Make Better Health Decisions. Accessed July 17, 2023.

14. Making Patient Apps Interoperable With the Health IT Ecosystem | CDSiC
    cdsic.ahrq.gov/cdsic/patient-app-topic-highlight
    June 25, 2025 - How to Use This Topic Highlight  App developers can use this resource to better understand interoperability

15. Infographic: Analytic Framework for Action | CDSiC
    cdsic.ahrq.gov/cdsic/analytic-framework-action
    February 25, 2025 - the process of turning knowledge from patient-centered findings into CDS-enabled actions to produce better

16. How Patient-Centered Clinical Decision Support Can Strengthen Shared Decision Making | CDSiC
    cdsic.ahrq.gov/cdsic/PCCDS-SDM-topic-highlight
    July 02, 2025 - CDS developers can better understand what PC CDS functionality is important for shared decision making

17. Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data in Patient-Centered Clinical Decision Support | CDSiC
    cdsic.ahrq.gov/cdsic/action-plan-SDOH
    September 20, 2024 - developers, public health experts, federal agencies, and community organizations can use this action plan to better

18. Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared Decision Making | CDSiC
    cdsic.ahrq.gov/cdsic/pccds-shared-decisionmaking
    September 01, 2023 - Medical professionals can better support patient decision making both within and beyond clinical encounters

19. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-10/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q3%202024_0.pdf
    January 01, 2024 - The findings in this landscape assessment will enable PC CDS stakeholders to better understand and leverage … this product aimed to describe patient and caregiver views on the use of generative AI for CDS to better … researchers, informaticians, and patients and clinicians can all use the report’s considerations to better

20. Trust and Patient-Centeredness Workgroup: An Introductory Handbook for Patient Engagement Throughout the Patient-Centered Clinical Decision Support Lifecycle | CDSiC
    cdsic.ahrq.gov/cdsic/patient-engagement-handbook
    September 01, 2023 - Patient partners, researchers, and developers involved in the creation of PC CDS can use this handbook to better