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101. 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 - CDS) and includes recommendations to further the integration of patient-preference data into PC CDS tools … and implementation of PC CDS applications and the exchange of data needed for more robust and useful tools

102. Incorporating Patient Preferences in Patient-Centered Clinical Decision Support (pdf file)
     cdsic.ahrq.gov/sites/default/files/2025-06/TPC%20Topic%20Highlight%20Patient%20Preferences.pdf
     January 01, 2025 - provides timely information, usually during care, to help inform decisions about a patient’s care.1 CDS tools … Ultimately, care that aligns with patient preferences may lead to better health.4,5 PC CDS tools can … Patients may be asked to provide their preferences at different times using a variety of tools. … integrating patient preferences into care decisions to enhance the design and implementation of PC CDS tools

103. CDSiC Innovation Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-02/Innovation%20Center%20Q4%202023%20Progress%20Report_508_01052024.pdf
     January 01, 2024 - Innovation Center is the real-world test bed of the CDSiC, leading the development and application of CDSiC tools … Core 1: Measurement and Value of CDS Significant gaps exist in the tools, techniques, and standards … cutting assessment of PC CDS measurement in the real-world, and 2) evaluate Core 2’s prototype PC CDS tools … findings from the cross-cutting assessment, Core 1 will conduct two evaluations of Core 2’s prototype tools … from physicians.7 However, there are several considerations for the use of AI in decision support tools

104. CDSiC Innovation Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2025-06/Innovation%20Center%20Q2%202025%20Progress%20Report_to%20DTP_06.24.25.pdf
     January 01, 2025 - Core 1: Measurement and Value of PC CDS Significant gaps exist in the tools, techniques, and standards … Examining Use Cases for Generative AI in PC CDS The use of AI in PC CDS tools has potential implications … Core 2: Conducting and Coordinating PC CDS Projects PC CDS tools have the potential to improve patient … Real-World Performance Measurement of Patient- Centered Clinical Decision Support Tools: AHRQ Project … Inventory of Patient Preference Measurement Tools for PC CDS Report.

105. Stakeholder Community and Outreach Center: Charter – Option Year 2 (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final_Stakeholder%20Center%20Charter.pdf
     January 01, 2024 - To achieve this, CDSiC will: • Create a learning community to share the knowledge, tools, and techniques … processes, including but not limited to the use of SharePoint and/or other asynchronous discussion tools … recommend products based on each Workgroup’s focus area defined by AHRQ and will not directly develop CDS tools

106. CDSiC Innovation Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-05/Innovation%20Center%20Q1%202024%20Progress%20Report.pdf
     January 01, 2024 - Innovation Center is the real-world test bed of the CDSiC, leading the development and application of CDSiC tools … Core 1: Measurement and Value of CDS Significant gaps exist in the tools, techniques, and standards … cutting assessment of PC CDS measurement in the real-world, and 2) evaluate Core 2’s prototype PC CDS tools … understanding of PC CDS performance measurement, Core 1 will conduct two evaluations of Core 2’s prototype tools … from physicians.4 However, there are several considerations for the use of AI in decision support tools

107. 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 - Large language model (LLM)-based tools like ChatGPT are increasingly used in health care applications … summaries in general among patients and clinicians is an optimistic sign for developers of similar tools … Developers will continue to improve PAIGE and similar AI-generated patient summary tools based on the … PC CDS encompasses a spectrum of decision-making tools that significantly incorporate patient-centered … Others creating similar tools can apply the feedback on PAIGE to enhance and refine their prototypes

108. CDSiC Stakeholder Community and Outreach Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2023-07/StakeholderCenter2023Q2Report.pdf
     January 01, 2023 - Level 3) In Progress Improving the Source Credibility of Patient-centered Clinical Decision Support Tools … Improving the Source Credibility of Patient-centered Clinical Decision Support Tools (Level 2). … The product also discusses recommended approaches for increasing the source credibility of PC CDS tools … input into CDS by describing methods to gather and incorporate patient input and showcasing available tools

109. CDSiC Innovation Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-09/Innovation%20Center%20Q3%202024%20Progress%20Report.pdf
     January 01, 2024 - Innovation Center is the real-world test bed of the CDSiC, leading the development and application of CDSiC tools … Core 1: Measurement and Value of CDS Significant gaps exist in the tools, techniques, and standards … understanding of PC CDS performance measurement, Core 1 conducted two assessments of Core 2’s PC CDS prototype tools … from physicians.6 However, there are several considerations for the use of AI in decision support tools

110. Trust & Patient-centeredness Workgroup: Methods for Involving End-users in PC CDS Co-design (pdf file)
     cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
     January 01, 2023 - This information can help developers build tools that appropriately address needs surfaced by end- … Often, researchers will generate several ideas for prototypes, group those ideas into distinct tools … In the prototyping workshops, care team members brainstormed potential tools and solutions, which … Participatory design of probability-based decision support tools for in-hospital nurses. … User-centered design principles in the development of clinical research tools.

111. CDSiC Innovation Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2023-06/InnovationCenterQ12023ProgressReportDraft.pdf
     January 01, 2023 - Innovation Center is the real-world test bed of the CDSiC, leading the development and application of CDSiC tools … Core 1: Measurement and Value of CDS Significant gaps exist in the tools, techniques, and standards … resulting challenges and facilitators to capturing and using patient provided information in PC CDS tools … and technology companies are going to need to develop and manage to support these new workflows and tools

112. Implementation, Adoption, and Scaling Workgroup: Key Factors and Considerations for Assessing the Value of Patient-Centered Clinical Decision Support (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
     January 01, 2024 - Summary Patient-centered clinical decision support (PC CDS) encompasses a spectrum of decision-making tools … So, when I think about things that are really interesting and important in the deployment of these tools … organizations' decisions to buy an "interoperable and proven" PC CDS product rather than develop tools … Healthcare organizations would benefit from tools that can estimate PC CDS value. … To advance development of these tools, value assessments could focus on specific high-priority clinical

113. CDSiC Stakeholder Center Quarterly Report, April to June 2024 | CDSiC
     cdsic.ahrq.gov/cdsic/stakeholder-center-quarterly-report-April-June-2024
     July 01, 2024 - Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

114. Advancing patient-centered clinical decision support in today’s health care ecosystem: key themes from the Clinical Decision Support Innovation Collaborative’s 2023 Annual Meeting | CDSiC
     cdsic.ahrq.gov/cdsic/2023-annual-meeting-key-themes
     October 23, 2024 - Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

115. CDSiC Innovation Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2023-08/Innovation%20Center%20Q2%202023%20Progress%20Report.pdf
     January 01, 2023 - Innovation Center is the real-world test bed of the CDSiC, leading the development and application of CDSiC tools … Core 1: Measurement and Value of CDS Significant gaps exist in the tools, techniques, and standards … resulting challenges and facilitators to capturing and using patient provided information in PC CDS tools … and technology companies are going to need to develop and manage to support these new workflows and tools

116. Innovation Core 1: Measurement and Value of Clinical Decision Support | CDSiC
     cdsic.ahrq.gov/cdsic/innovation-center/measurement-value
     May 22, 2025 - Ensuring that PC CDS interventions work for patients and clinicians requires approaches, methods, and tools

117. CDSiC Stakeholder Center Quarterly Report, January to March 2025 | CDSiC
     cdsic.ahrq.gov/cdsic/stakeholder-center-quarterly-report-January-March-2025
     March 26, 2025 - Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

118. Patient-Centered Clinical Decision Support Challenges and Opportunities Identified from Workflow Execution Models | CDSiC
     cdsic.ahrq.gov/cdsic/workflow-execution-publication-resource
     June 22, 2024 - Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

119. CDSiC Innovation Center Quarterly Report, January to March 2025 | CDSiC
     cdsic.ahrq.gov/cdsic/innovation-center-quarterly-report-january-march-2025
     March 27, 2025 - Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools

120. CDSiC Stakeholder Center Quarterly Report, July to September 2024 | CDSiC
     cdsic.ahrq.gov/cdsic/stakeholder-center-quarterly-report-July-September-2024
     October 02, 2024 - Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools