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cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - The prototype uses Substitutable Medical Applications, Reusable
Technology (SMART) on Fast Healthcare … care organization in western Massachusetts, the system has 980 beds across five
hospitals, over 80 medical … care
physicians at Baystate Health currently use a patient
primary care worksheet that includes all medical … clinic with
people who have many barriers to
care, limited health literacy and
general distrust of medical … The
chatbot is programmed to not provide medical advice or answer patients’ questions.
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cdsic.ahrq.gov/sites/default/files/2024-07/Innovation%20Center%20Q2%202024%20Progress%20Report.pdf
January 01, 2024 - The CDSiC Innovation Center is the real-world test bed of the CDSiC, leading the development and
application … Conducting and Coordinating CDS Projects: The purpose of this Core is to test PC
CDS projects in real-world … will use natural language processing (NLP) to understand patient responses,
but it will not provide medical … The app will be integrated with the electronic health record (EHR)
using Substitutable Medical Applications … They partnered with Vanderbilt University Medical
Center® (VUMC®) to extract a sample of patient portal
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cdsic.ahrq.gov/sites/default/files/2025-03/Copy%20of%20Final_MO_Patient%20Preference%20Inventory_6.7.24_508.xlsx
January 01, 2025 - tests, and patient preferences for delivery of common, STI, and genetic test results from their health … Patient Preferences for Receiving Reports of Test Results. … Informed or anxious: patient preferences for release of test results of increasing sensitivity on electronic … vital signs, allergies, current or previous disease or condition, family health history, laboratory test … results, biospecimen, imaging test, therapy or treatment procedures, medications, and health care encounters
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cdsic.ahrq.gov/sites/default/files/2024-09/Innovation%20Center%20Q3%202024%20Progress%20Report.pdf
January 01, 2024 - The CDSiC Innovation Center is the real-world test bed of the CDSiC, leading the development and
application … Conducting and Coordinating CDS Projects: The purpose of this Core is to test PC
CDS projects in real-world … • Core 1 received an acceptance on a poster abstract for the American Medical Informatics
Association … The Core 2 team
integrated the app with an electronic health record (EHR) using Substitutable Medical … They integrated and tested the app in
both the vendor’s sandbox and the health system’s test environment
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cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
January 01, 2023 - The CDSiC Innovation Center is the real-world test bed of the CDSiC, leading the development and
application … Conducting and Coordinating CDS Projects: The purpose of this Core is to test PC
CDS projects in real-world … PC CDS interventions are typically composed of complex, multi-step processes that are predicated on
medical … The second dashboard will visualize PROs for Vanderbilt University Medical Center’s
Inflammatory Bowel … The team plans to use synthetic data designed to mimic real-world data to test
the PGHD dashboard.
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cdsic.ahrq.gov/sites/default/files/2024-09/CDSiC%20Chart%20Book%202024_508.pdf
January 01, 2024 - Potential
Uses
To solicit qualitative feedback on the usability of a protype,
directing end-users to test … BMC medical informatics and decision making. 2020;20(1):179. … Journal of medical Internet research. 2021;23(1):e19194. … Journal of medical Internet research. 2022;24(8):
e27333. https://doi.org/10.2196/27333
23. … Usability Testing Essentials: Ready, Set… Test! Elsevier Inc. 2011.
25.
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cdsic.ahrq.gov/sites/default/files/2024-07/SRF_Taxonomy%20of%20PC%20CDS%20Override%20Recommendations_508_0.pdf
January 01, 2024 - It is also meant to apply to PC CDS that is recommending an action (e.g., recommending a
screening test … a
clinician may receive an alert if they try to reorder a CT within a certain period from the last test … It is possible that the action
recommended by the PC CDS, such as administration of a screening test … override reasons from the source reasons related to this subdomain
include “Anxiety/fear,” 37 “Views test … with a specific value (e.g., “diagnostic
test” with “Serum potassium” or “K”).
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cdsic.ahrq.gov/sites/default/files/2025-03/Final_MO_Patient%20Preference%20Report_6.7.24.pdf
January 01, 2025 - This column captures how common or widespread use of the tool is in
the medical field. … Types of Validity
Type of Validity Description Test Name
Concurrent validity Assesses how well the … JMIR Medical Education. 2022 Oct-Dec;8(4):e32679.
31 Khullar, D., Frakt, A.B., & Burke, L.G. … Advancing the Academic Medical Center Value Debate: Are
Teaching Hospitals Worth It? … Compendium of Methods for Measuring Patient Preferences
in medical Treatment.
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - (CDS4CPM)
09/30/2019–12/20/2021
This project adapted and deployed an interoperable Substitutable Medical … Test PC CDS in Patient Lifeflows. … To accomplish this expansion, developers
can test PC CDS in environments outside of academic medical … T2D, characterized by elevated
glucose levels, can result in serious complications and
medical costs … American Medical Informatics Association Annual Symposium Proceedings. 2019;2019: 637–646.
18 Clinical
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - Patients may write, “I have a positive COVID test, can you prescribe Paxlovid,” but the clinician needs … additional information to determine whether the prescription is appropriate (e.g., positive test date … However, patients are only eligible for Paxlovid within five
days of a positive test, leading to situations … Developers will continue to refine and test PAIGE based on the
feedback gathered in this assessment … PAIGE is specifically
designed NOT to provide medical advice.
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cdsic.ahrq.gov/sites/default/files/2023-06/InnovationCenterQ12023ProgressReportDraft.pdf
January 01, 2023 - The CDSiC Innovation Center is the real-world test bed of the CDSiC, leading the development and
application … Conducting and Coordinating CDS Projects: The purpose of this Core is to test PC
CDS projects in real-world … a
manuscript describing the lifecycle and submitted it as a viewpoint paper to the Journal of the Medical … PC CDS interventions are typically composed of complex, multi-step processes that are predicated on
medical … The second dashboard will visualize PROs for Vanderbilt University Medical Center’s
Inflammatory Bowel
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cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
January 01, 2024 - Richard Schreiber, MD, FACP, FAMIA, ABPM-CI Pennsylvania State University
Karen Sepucha, PhD Harvard Medical … We conducted extensive logic validation using synthetic test cases. … Patient-Centered Activities
• Test PC CDS rules against patient data to identify system performance … “Real-World Data: Assessing Electronic Health Records
and Medical Claims Data to Support Regulatory … The Impact of an Enterprise Electronic Medical
Record (EEMR) Model vs a Clinical Information System
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cdsic.ahrq.gov/sites/default/files/2025-02/Innovation%20Center%20Q4%202024%20Progress%20Report_02.21.25.pdf
January 01, 2025 - The CDSiC Innovation Center is the real-world test bed of the CDSiC, leading the development and
application … Conducting and Coordinating PC CDS Projects: The purpose of this Core is to test
PC CDS projects in … develop a
framework for patient engagement measurement concepts, and to conduct real-world pilots that test … The Core 1 team also presented
findings from the validation of the framework at the American Medical … language processing to understand variations in patients’ responses but
does not rely on AI to provide medical
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - Acceptance of clinical artificial intelligence among physicians and medical students: A systematic review … Acceptance of clinical artificial intelligence among physicians and medical students: A systematic review … Transparency for Machine Learning-Enabled Medical Devices: Guiding Principles. June 13 2024. … https://www.fda.gov/medical-devices/software-medical-device-samd/transparency-machine-learning-enabled-medical-devices-guiding-principles … Committee Meeting: Total Product Lifecycle Considerations for Generative Artificial Intelligence-Enabled Medical
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cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - ► User Diaries: Activities that allow end-
users to test prototypes on their own,
documenting their … may not have the interest or bandwidth to participate beyond a “one
touch” activity such as a user test … Journal of the American Medical Informatics Association. 2022;29(6):1050-1059. … Journal of medical Internet research. 2021;23(1):e19194. … Usability Testing Essentials: Ready, Set… Test! Elsevier Inc. 2011.
69 Salazar K.
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cdsic.ahrq.gov/sites/default/files/2023-08/Innovation%20Center%20Q2%202023%20Progress%20Report.pdf
January 01, 2023 - The CDSiC Innovation Center is the real-world test bed of the CDSiC, leading the development and
application … Conducting and Coordinating CDS Projects: The purpose of this Core is to test PC
CDS projects in real-world … a manuscript describing the lifecycle and submitted it as a viewpoint paper
to the Journal of the Medical … PC CDS interventions are typically composed of complex, multi-step processes that are predicated on
medical … the Patient Health Questionnaire (PHQ-9), a
screening tool for depression in Vanderbilt University Medical
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cdsic.ahrq.gov/cdsic/innovation-center
January 02, 2025 - Image
The Innovation Center provides a unique opportunity to demonstrate, test, and advance … Identified from Workflow Execution Models
This article, published in the Journal of the American Medical … Patient-Centered Clinical Decision Support
This article, published in the Journal of the American Medical
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cdsic.ahrq.gov/sites/default/files/2025-03/Innovation%20Center%20Q1%202025%20Progress%20Report_03.25.25.pdf
January 01, 2025 - The CDSiC Innovation Center is the real-world test bed of the CDSiC, leading the development and
application … Conducting and Coordinating PC CDS Projects: The purpose of this Core is to test
PC CDS projects in … ”
• Core 1 began drafting an abstract to submit to the American Medical Informatics Association
(AMIA … team continued revising the manuscript that describes the framework for
submission to the Journal of Medical … prior year, the Core 2 team integrated the app with an EHR system at a pilot site using Substitutable Medical
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cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20Planning%20and%20Reporting%20Tool_0.pdf
January 01, 2024 - Richard Schreiber, MD, FACP, FAMIA, ABPM-CI Pennsylvania State University
Karen Sepucha, PhD Harvard Medical … Patient-Centered Activities
Test PC CDS rules against patient data to identify system
performance
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cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory_FINAL_9.19.23.xlsx
January 01, 2023 - Journal of medical Internet research, 23(2), e23493. … Journal of medical Internet research, 23(2), e23493. … Journal of medical Internet research, 23(2), e23493. … .2018.7104
Results Policy and safety compliance Healthcare process outcomes Average time to receipt of test … . doi:10.1001/jamanetworkopen.2019.20548
Results Clinical guidance adherence Change in treatment, test