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1. Karen Nanji, MD, MPH | CDSiC
   cdsic.ahrq.gov/cdsic/Karen-Nanji
   : Skip to main content HHS.gov Menu Main navigation CDS Home Overview CDS Connect CDS Innovation Collaborative CEDAR Evaluation Funding Opportunities Resources Contact Us …

2. Implementation, Adoption, and Scaling Workgroup: Landscape Assessment on the Use of Artificial Intelligence To Scale PC CDS (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
   January 01, 2024 - prompts and their 26 associated outputs to identify preferred patterns in output and compare error

3. Quartz App to Support Medication Adherence: Usability and Feasibility Assessment (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
   January 01, 2024 - There was a lack of direct access to detailed error logs from Oracle Health’s FHIR APIs. … Because Oracle Health hosts the FHIR server, the integration team could not view the error logs when … For example, the integration team needed detailed error logs for an issue related to opening links to … Each request for error logs delayed integration testing by several days. … For the challenge with needing to request additional detailed error logs from Oracle Health, what are

4. Exploring How Artificial Intelligence (AI) Can Enhance Patient-Centered Clinical Decision Support | CDSiC
   cdsic.ahrq.gov/cdsic/AI-viewpoint
   February 25, 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 …

5. 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 - Collection Approach Tool/Approach Source(s) Design User-centered design User interface issues Use error … Use Error Ratings (UERs) on a scale of 2–0 to assess clinicians’ software competency. … Formative Care Team Qualitative & Quantitative Think aloud simulation; potential severity of the use error … Computer System Usability Questionnaire (CSUQ) including the following questions: - The system gave error … Study System Usability Questionnaire (PSSUQ) including the following questions: - The system gave error

6. CDSiC Innovation Center Quarterly Report (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
   January 01, 2023 - Match between system and the real world; 3) User control and freedom; 4) Consistency and standards; 5) Error

7. CDSiC Innovation Center: Quarterly Report (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-06/InnovationCenterQ12023ProgressReportDraft.pdf
   January 01, 2023 - Match between system and the real world; 3) User control and freedom; 4) Consistency and standards; 5) Error

8. 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 - Web Coated \050SWOP\051 v2) /sRGBProfile (sRGB IEC61966-2.1) /CannotEmbedFontPolicy /Error /

9. 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 - malpractice costs as a financial benefit that can accrue from CDS that improves patient safety through error … three validated tools to assess the appropriateness of the scan. 3.1.2 Patient Health Outcomes Error … Error quantification refers to preventable patient safety events, such as medication errors, adverse … events, "near misses," and potential sources of error, including data inaccuracy (e.g., wrong patient

10. Measurement and Outcomes: Final Workgroup Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/MO%20Workgroup%20Charter_Final.pdf
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11. 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 - desired clinical tasks without assistance and categorize the potential clinical severity of a use error … For example, the number of adverse drug events (ADEs),4 medication prescribing error rates,58 and duplicate

12. Final Operations Center Charter (pdf file)
    cdsic.ahrq.gov/sites/default/files/2022-05/Final%20Operations%20Center%20Charter.pdf
    January 01, 2022 - Web Coated \050SWOP\051 v2) /sRGBProfile (sRGB IEC61966-2.1) /CannotEmbedFontPolicy /Error /

13. Operations Center: Charter – Option Year 2 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/Operations%20Center%20OY2%20Charter_508.pdf
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14. Operations Center: Operational Framework – Option Year 2 (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/Operations%20Center%20OY2%20Operational%20Framework_508.pdf
    January 01, 2025 - Web Coated \050SWOP\051 v2) /sRGBProfile (sRGB IEC61966-2.1) /CannotEmbedFontPolicy /Error /

15. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-05/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q1%202024.pdf
    January 01, 2024 - Web Coated \050SWOP\051 v2) /sRGBProfile (sRGB IEC61966-2.1) /CannotEmbedFontPolicy /Error /

16. CDSiC Innovation Center: Quarterly Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-02/Innovation%20Center%20Q3%202023%20Progress%20Report_100523_FINAL.pdf
    January 01, 2024 - Web Coated \050SWOP\051 v2) /sRGBProfile (sRGB IEC61966-2.1) /CannotEmbedFontPolicy /Error /

17. CDSiC Stakeholder Center Progress Report (pdf file)
    cdsic.ahrq.gov/sites/default/files/2025-03/CDSiC%20Stakeholder%20Center%20Quarterly%20Report%20Q1%202025.pdf
    January 01, 2025 - Web Coated \050SWOP\051 v2) /sRGBProfile (sRGB IEC61966-2.1) /CannotEmbedFontPolicy /Error /

18. 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 - Web Coated \050SWOP\051 v2) /sRGBProfile (sRGB IEC61966-2.1) /CannotEmbedFontPolicy /Error /

19. Trust and Patient-Centeredness Workgroup: Action Plan to Collect and Use Social Determinants of Health Data in Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
    January 01, 2024 - Integrating contextual factors into clinical decision support to reduce contextual error and improve … Web Coated \050SWOP\051 v2) /sRGBProfile (sRGB IEC61966-2.1) /CannotEmbedFontPolicy /Error /

20. Trust and Patient-Centeredness Workgroup: Patient and Caregiver Perspectives on Generative Artificial Intelligence in Patient-Centered Clinical Decision Support (pdf file)
    cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
    January 01, 2024 - There’s a lot of room for error.” “Healthcare is a team sport.