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121. Scaling, Measurement, and Dissemination of CDS Workgroup: PC CDS Planning, Implementation, and Reporting User Guide | CDSiC
     cdsic.ahrq.gov/cdsic/smd-pccds-userguide
     August 01, 2023 - : Skip to main content HHS.gov Menu Main navigation CDS Home CDS Innovation Collaborative An official website of the Department of Health & Human Services …

122. Implementation, Adoption, and Scaling Workgroup: Charter – Option Year 2 (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20IAS%20Workgroup%20Charter.pdf
     January 01, 2024 - To achieve this, CDSiC will pursue the following activities: • Create a learning community to share

123. Implementation, Adoption, and Scaling: Final Workgroup Charter (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-02/IAS%20Workgroup%20Charter_Final.pdf
     January 01, 2024 - To achieve this, CDSiC will pursue the following activities: • Create a learning community to share

124. PC CDS Performance Measurement Inventory (xls file)
     cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
     January 01, 2023 - satisfaction in four specific interface aspects (i.e., screen factors, terminology and system feedback, learning … Algorithm accuracy Specificity and sensitivity of software in comparison to clinical risk ratings Machine learning … prediction software Process Both System Quantitative Machine learning-generated risk predictions of … External Validation of a Machine Learning Based Delirium Prediction Software in Clinical Routine. … Learning potential Teixeira M, Cook DA, Heale BSE, Del Fiol G.

125. Trust & Patient-Centeredness Workgroup: Improving the Source Credibility of Patient-Centered Clinical Decision Support Tools (pdf file)
     cdsic.ahrq.gov/sites/default/files/2023-08/Final%20TPC%20P3_Source%20Credibility%20to%20AHRQ%208.2.23_508c%20Version.pdf
     January 01, 2023 - can improve source credibility by signaling openness and receptivity, and by supporting continuous learning … and maintaining trust in clinical decision support: Recommendations from the Patient-Centered CDS Learning … Research Triangle Park, NC: Patient‐Centered Clinical Decision Support Learning Network; 2018 Sep p. … Research Triangle Park, NC: Patient‐Centered Clinical Decision Support Learning Network; 2018 Sep. … Co-Creation and Co-Design Methodologies to address Social Justice and Ethics in Machine Learning.

126. 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 - are based on the AHRQ Patient Journey and Service Blueprint and the Veterans Administration-funded Learning … [Epub 2 June 2020]. doi:10.7326/M19-0871 4 Learning Health System (LHS) Collaborative and Veterans

127. How To: Collaborate with Patients on Patient-Centered Clinical Decision Support (pdf file)
     cdsic.ahrq.gov/sites/default/files/2025-09/Collaborate%20with%20Patients%20How%20To%20Guide_Final%208.27.25.pdf
     January 01, 2025 - How To: Collaborate with Patients on Patient-Centered Clinical Decision Support PAGE | 1 AHRQ Publication Number: 25-0076 OVERVIEW ___________________________________________________ Involving patients, caregivers, and care teams in the development and implementation of digital health tools—inclu…

128. Standards and Regulatory Frameworks Workgroup: Charter – Option Year 2 (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20SRF%20Workgroup%20Charter.pdf
     January 01, 2024 - To achieve this, CDSiC will: • Create a learning community to share and advance the knowledge, tools

129. Trust and Patient-Centeredness Workgroup: Charter – Option Year 2 (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20TPC%20Workgroup%20Charter.pdf
     January 01, 2024 - To achieve this, the CDSiC will: • Create a learning community to share and advance the knowledge

130. Measurement and Outcomes: Final Workgroup Charter (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-02/MO%20Workgroup%20Charter_Final.pdf
     January 01, 2024 - To achieve this, CDSiC will: • Create a learning community to share and advance the knowledge, tools

131. Measurement and Outcomes Workgroup: Charter – Option Year 2 (pdf file)
     cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20MO%20Workgroup%20Charter.pdf
     January 01, 2024 - To achieve this, CDSiC will: • Create a learning community to share and advance the knowledge, tools

132. Trust & Patient-Centeredness Workgroup: An Introductory Handbook for Patient Engagement Throughout the Patient-Centered Clinical Decision Support Lifecycle (pdf file)
     cdsic.ahrq.gov/sites/default/files/2023-10/TPC%20Pat%20Engage%20Handbook%20Final.pdf
     January 01, 2023 - implementers should be intentional about establishing equitable, reciprocal relationships and encouraging co-learning … Co-design and co-deployment methodologies for innovative m-learning systems. … InMultiplatform e-learning systems and technologies: Mobile devices for ubiquitous ICT-based education

133. Scaling, Measurement, and Dissemination Workgroup: (pdf file)
     cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory%20User%20Guide_FINAL_9.19.23.pdf
     January 01, 2023 - The literature we reviewed compared the accuracy of a machine learning risk prediction CDS against clinician … Efforts should be made to encourage studies to report uptake to enhance learning and strategies to … External validation of a machine learning based delirium prediction software in clinical routine. … evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/nasa-task-load- index 34 Learning

134. 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 - CDSiC Innovation Center: Quarterly Report INNOVATION CENTER PROGRESS REPORT M A R C H 2 0 2 4 CDSiC Innovation Center: Quarterly Report Agency for Healthcare Research and Quality 5600 Fishers Lane Rockville, MD 20857 www.ahrq.gov Contract No: 75Q80120D00018 Prepared by: NORC at the Univer…

135. Quartz App for Hypertension Medication Management: Feasibility, Usability, and Acceptability Assessment (pdf file)
     cdsic.ahrq.gov/sites/default/files/2025-09/Quartz%20Assessment%20Report_To%20DTP_09.05.25.pdf
     January 01, 2025 - The NLP tool is distinct from large language models (LLM) that use deep learning to process information … Patients generally disagreed that the program was overly complex or required learning new skills prior

136. CDSiC Innovation Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2025-03/Innovation%20Center%20Q1%202025%20Progress%20Report_03.25.25.pdf
     January 01, 2025 - CDSiC Innovation Center: Quarterly Report INNOVATION CENTER PROGRESS REPORT M A R C H 2 0 2 5 CDSiC Innovation Center: Quarterly Report Agency for Healthcare Research and Quality 5600 Fishers Lane Rockville, MD 20857 www.ahrq.gov Contract No: 75Q80120D00018 Prepared by: NORC at the Univer…

137. CDSiC Innovation Center: Quarterly Report (pdf file)
     cdsic.ahrq.gov/sites/default/files/2025-02/Innovation%20Center%20Q4%202024%20Progress%20Report_02.21.25.pdf
     January 01, 2025 - CDSiC Innovation Center: Quarterly Report INNOVATION CENTER PROGRESS REPORT D E C E M B E R 2 0 2 4 CDSiC Innovation Center: Quarterly Report Agency for Healthcare Research and Quality 5600 Fishers Lane Rockville, MD 20857 www.ahrq.gov Contract No: 75Q80120D00018 Prepared by: NORC at the …

138. 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 - Retrieved from: https://www.hearthousenj.com/learning-center/diet-nutrition/what-is-a-cha2ds2-vasc-score … XML=STUB.XML&XSL=CD.FRONTPAGE.XSL&sv=grzkk1dqc0nhgpl4b22f01np https://www.hearthousenj.com/learning-center

139. How Patient-Centered Clinical Decision Support Can Strengthen Shared Decision Making (pdf file)
     cdsic.ahrq.gov/sites/default/files/2025-07/CDSiC%20Topic%20Highlight_PC%20CDS%20and%20SDM_508_0.pdf
     January 01, 2025 - How Patient-Centered Clinical Decision Support Can Strengthen Shared Decision Making AHRQ Pub. No. 25-0058 June 2025 How Patient-Centered Clinical Decision Support Can Strengthen Shared Decision Making This resource describes shared decision making, patient-centered clinical decision support (PC…

140. Stakeholder Community & Outreach Center | CDSiC
     cdsic.ahrq.gov/cdsic/cdsic-stakeholder-community-outreach-center
     January 02, 2025 - : Skip to main content HHS.gov Menu Main navigation CDS Home CDS Innovation Collaborative An official website of the Department of Health & Human Services …