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1. PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS (pdf file)
   www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b2a_pdi_ratesgenbysas.pdf
   March 01, 2016 - PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS Pediatric Toolkit for Using the AHRQ Quality Indicators … How To Improve Hospital Quality and Safety Tool B.2a i PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS … AHRQ Quality Indicators How To Improve Hospital Quality and Safety 1 Tool B.2a Indicator Data Generated … This output was generated in March 2016 using an alpha version of the AHRQ SAS QI software v6.0 provided … This output consists of tables generated by the PDI_PROVIDER_1.SAS program.

2. PDI RATES GENERATED BY THE AHRQ WINDOWS QI SOFTWARE (pdf file)
   www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/pdi/b2b_pdi_ratesgenbywin.pdf
   March 01, 2016 - PDI RATES GENERATED BY THE AHRQ WINDOWS QI SOFTWARE Pediatric Toolkit for Using the AHRQ Quality Indicators … How To Improve Hospital Quality and Safety Tool B.2b i PDI RATES GENERATED BY THE AHRQ WINDOWS … Indicator Data Generated by the Windows Software The Windows software provided by AHRQ for calculation … This report is generated by the software and can be saved in rich text format (RTF). … Data and rates generated using the Provider Report option can be saved in comma separated value (CSV

3. IQI, PSI, AND PDI RATES GENERATED BY THE AHRQ WINDOWS QI SOFTWARE (pdf file)
   www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b2b_combo_ratesgenbywin.pdf
   March 01, 2016 - IQI, PSI, AND PDI RATES GENERATED BY THE AHRQ WINDOWS QI SOFTWARE Toolkit for Using the AHRQ Quality … Indicators How To Improve Hospital Quality and Safety i Tool B.2b IQI, PSI, AND PDI RATES GENERATED … Indicator Data Generated by the Windows Software The Windows software provided by AHRQ for calculation … This report is generated by the software and can be saved in rich text format (RTF). … Data and rates generated using the Provider Report option can be saved in comma separated value (CSV

4. Lab Results Improve Accuracy of AI-Generated Diagnoses | Agency for Healthcare Research and Quality
   www.ahrq.gov/news/newsletters/e-newsletter/959.html
   May 01, 2025 - Lab Results Improve Accuracy of AI-Generated Diagnoses Issue Number 959 AHRQ News Now is … Today’s Headlines Lab Results Improve Accuracy of AI-Generated Diagnoses . … Lab Results Improve Accuracy of AI-Generated Diagnoses  An AHRQ-funded study published in NPJ Digital … Medicine found that including lab results significantly improved the accuracy of differential diagnoses generated … Each model generated a list of possible diagnoses with and without lab data.

5. Electronic Health Records (EHRs) | Agency for Healthcare Research and Quality
   www.ahrq.gov/topics/electronic-health-records-ehrs.html
   Part IV & PA-QI) Making Patients Part of Conversations About Their Care: Integrating Patient-Generated

6. Clinician-Patient Communication | Agency for Healthcare Research and Quality
   www.ahrq.gov/topics/clinician-patient-communication.html
   Developmental Disabilities Making Patients Part of Conversations About Their Care: Integrating Patient-Generated

7. Data | Agency for Healthcare Research and Quality
   www.ahrq.gov/topics/data.html
   Systems Research Making Patients Part of Conversations About Their Care: Integrating Patient-Generated

8. Audio and Video Products | Agency for Healthcare Research and Quality
   www.ahrq.gov/research/publications/pubcomguide/pcguide-avdevelopment.html
   July 01, 2024 - Audio products: AHRQ must approve any narrators, including AI-generated voices, the Contractor would … Contractors will send AHRQ samples of human and AI-generated voices under consideration. … Perpetual Rights Grant For any AI-generated B-roll footage used in AHRQ projects, the contractor must … Final Approval AHRQ retains the final approval rights over all AI-generated B-roll content to ensure … Before finalizing any production that includes AI-generated B-roll, AHRQ must review and approve the

9. Human-AI Interaction | Agency for Healthcare Research and Quality
   www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ai-wave5.html
   July 01, 2025 - Rather than generating diagnoses or drafting communications from scratch, providers are now reviewing AI-generated … However, this approach relies on the notion that humans will be effective and consistent reviewers of AI-generated … reduce cognitive burden, in order to reap those benefits, clinicians may be less careful in reviewing AI-generated … consideration is the generation effect—the phenomenon that information is better retained if it is generated

10. Limitations of AI and the Resulting Risk | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ai-wave4.html
    July 01, 2025 - For instance, GPT-4 systematically generated racially stereotyped clinical vignettes and produced different … Evaluations of AI-generated clinical content have uncovered concerning error rates. … Ambient digital scribes have been found to introduce errors in 70 percent of generated clinical notes … . 43 AI-generated responses to patient messages have been found to have a hallucination rate of 6 percent … psychology and cognitive bias that can influence a clinician’s ability to evaluate, trust, and correct AI-generated

11. IQI, PSI, and PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS Guidance for Using the SAS Programs and an Example of Output for One Hospital (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/professionals/systems/hospital/qitoolkit/combined/b2a_combo_ratesgenbysas.pdf
    March 01, 2016 - IQI, PSI, and PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS Guidance for Using the SAS Programs and an … Quality Indicators How To Improve Hospital Quality and Safety i Tool B.2a IQI, PSI, and PDI RATES GENERATED … This output consists of tables generated by the PSI_PROVIDER_1.SAS program. … IQI, PSI, and PDI RATES GENERATED BY THE AHRQ SAS PROGRAMS Guidance for Using the SAS Programs and an … Example of Output for One Hospital Indicator Data Generated by the SAS Programs Notes for Analysts

12. Contributions to Patient Safety and Medical Liability | Agency for Healthcare Research and Quality
    www.ahrq.gov/patient-safety/settings/hospital/candor/demo-program/grants/contributions.html
    August 01, 2022 - Clearly, the PSML demonstration projects generated a series of tools, training modules and curricula, … An equally important aspect of the learning generated by the PSML demonstration projects involves the … well as the facilitators that enabled progress, as much as any of the research findings and products generated

13. Health IT and Digital Health | Agency for Healthcare Research and Quality
    www.ahrq.gov/ncepcr/research/health-it/index.html
    September 01, 2022 - Highlighted Resources Guide to Integrate Patient-Generated Digital Health Data into Electronic Health … Records in Ambulatory Care Settings : A guide for integrating patient-generated health data into electronic

14. Introduction | Agency for Healthcare Research and Quality
    www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ai-wave1.html
    July 01, 2025 - man sends a message to his doctor through the patient portal, and the physician replies with an AI-generated … (C) Before the visit, the doctor reviews an AI-generated clinical summary of the patient’s medical … (F) After the visit, an AI-generated discharge summary is provided, advising the patient on potential

15. Ps-Privacy-Factsheet (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/patient-safety/resources/resources/PS-privacy-factSheet.pdf
    October 01, 2021 - Determine if any confidentiality or privilege protections are available for information generated in … Confirm and be able to explain to participants whether information generated by the activity might be … Protecting Information Generated by Patient Safety and Quality Improvement Activities Another consideration

16. Making Patients Part of Conversations About Their Care: Integrating Patient-Generated Health Data into Electronic Health Records | Agency for Healthcare Research and Quality
    www.ahrq.gov/news/blog/ahrqviews/making-patients-part-of-conversations.html
    February 01, 2022 - posts from AHRQ leaders Making Patients Part of Conversations About Their Care: Integrating Patient-Generated … infrastructure, functional workflows, workforce capacity, and training to support the intake and use of patient-generated

17. Program Evaluation (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/perinatal-care-2/hypertension_8-program-evaluation-speaker-notes.pdf
    July 01, 2023 - measures • Existence of debriefs process • Performance of multidisciplinary case reviews Hospital-generated … existence of a debriefs process, and • performance of multidisciplinary case reviews These data are generated … drills, and • The percent of providers trained on AIM bundle topic These data are also available generated … organizational elements of successful program implementation □ Reports and publications will be generated … overall organizational elements of successful program implementation • Reports and publications will be generated

18. Program Evaluation (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/perinatal-care-2/hemorrhage_8-program-evaluation-speaker-notes.pdf
    July 01, 2023 - measures • Existence of debriefs process • Performance of multidisciplinary case reviews Hospital-generated … existence of a debriefs process, and • performance of multidisciplinary case reviews These data are generated … drills, and • The percent of providers trained on AIM bundle topic These data are also available generated … organizational elements of successful program implementation □ Reports and publications will be generated … overall organizational elements of successful program implementation • Reports and publications will be generated

19. AHRQ Issue Brief: Understanding the AI Wave: Foundational Knowledge for Improving Diagnosis and Beyond (pdf file)
    www.ahrq.gov/sites/default/files/wysiwyg/diagnostic/resources/issue-briefs/dxsafety-brief-ai-wave.pdf
    June 01, 2025 - (F) After the visit, an AI-generated discharge summary is provided, advising the patient on potential … Evaluations of AI-generated clinical content have uncovered concerning error rates. … Ambient digital scribes have been found to introduce errors in 70 percent of generated clinical notes … It may also be appropriate to ask how the clinician reviews and validates outputs generated by these … Artificial Intelligence–Generated Draft Replies to Patient Inbox Messages.

20. Program Evaluation - PowerPoint Presentation
    www.ahrq.gov/sites/default/files/wysiwyg/hai/tools/perinatal-care-2/hypertension_8_program-evaluation.pptx
    July 01, 2023 - enrollment Process measures Number of unit drills % providers trained on AIM bundle topic Hospital-generated … : existence of a debriefs process, and performance of multidisciplinary case reviews These data are generated … unit drills, and The percent of providers trained on AIM bundle topic These data are also available generated … study organizational elements of successful program implementation Reports and publications will be generated … overall organizational elements of successful program implementation Reports and publications will be generated