-
cds.ahrq.gov/sites/default/files/cds/artifact/1056/2023_CDS_Connect_IG_Statin_CVD_Patient_Facing.pdf
January 01, 2023 - For example, missing
data may be supplemented by enabling data collection directly from the patient … Data Requirements
The clinical concepts specified as data elements in the CDS logic for this artifact … were documented in a Data Requirements
spreadsheet, along with detailed information for each data element … Data Requirements for this Artifact
Data Element Inclusion (I) vs
Exclusion (X) FHIR Resource Required … Data Requirements
Appendix C. References
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cds.ahrq.gov/sites/default/files/cds/artifact/18/Enhanced%20CDS%20Artifact%20Based%20on%20Pilot%20Implementation_Final.docx
October 01, 2017 - ’s EHR and how the data concepts were expressed in the Statin Use artifact. … Model (QDM) data categories. … The enhancements ultimately ensured robust data evaluation and the delivery of accurate CDS interventions … The data categories are:
· Conditions (i.e., Pregnancy, Breastfeeding, Familial Hypercholesterolemia, … Value sets successfully translate these terms into computable data elements, but legitimate variations
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cds.ahrq.gov/sites/default/files/cds/artifact/76/Implementation%20Guide_Longitudinal%20ASCVD%20Risk%20Assessment%20Tool%20for%20Shared%20Decision%20Making_Final_0.docx
October 01, 2017 - The artifact is suitable for producing an intelligent data display. … Using data from Ms. … Delta’s data to consider whether a statin recommendation is indicated. … Display the ASCVD risk calculation as a calculator view or data view.
4. … If patient data is outside the defined range, a score will not calculate.
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cds.ahrq.gov/sites/default/files/cds/artifact/21/Implementation%20Guide_Statin%20Therapy%20for%20the%20Prevention%20and%20Treatment%20of%20CVD%20eCQM_Final.docx
October 01, 2017 - It is envisioned that it may at some point become a home for user feedback and experience data as well … artifact updates.
· allowing users to review and rate artifacts in the Repository and provide usage data … Data-driven screening: The recommendations could change when relevant data changes, including a new LDL … A selection of the test data used for this artifact is included in Appendix A. … Structured code that is interpretable by a computer and includes data elements, value sets, and coded
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cds.ahrq.gov/sites/default/files/workgroups/27826/CDS_Connect_WG_Slides_July_2021.pdf
January 01, 2021 - 1/5)
• Features appreciated
► Learning
► Non-programmer participation
► No debugging of syntax and data … Active’, ‘Confirmed’, etc.
► Non-”Status” elements
• Parameters
► Need list of
► Tuple types
► Data … retrieve expressions
► E.g., “return” only medication element of MedicationStatement
• No way to filter data
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cds.ahrq.gov/sites/default/files/workgroups/1261/CDS_Connect_WG_%20March2021_%20Summary.pdf
March 18, 2021 - in explaining to patients and caregivers what
CDS development is, along with the impact that health data … language and artifacts, how
one might raise the topic of CDS with their provider, and the need to add data … use and data security
assurances to app-related artifacts.
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cds.ahrq.gov/sites/default/files/workgroups/34806/CDS_Connect_WG_October_2021_Presentation.pdf
January 01, 2021 - all stakeholders
► Improved artifact search to add faceted search and simplify UI
► Updated artifact data … technical use and impacts on
practice
• Maintainability and Reusability
• Interoperability, alternate data … as inter-element logic, sorting results, and/or
reshaping results
• Support returning structured data
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cds.ahrq.gov/sites/default/files/cds/artifact/711/Anthrax_Post_Exposure_Prophylaxis_CDS_Validation_Report.pdf
October 17, 2018 - To the extent within the limitations afforded by synthetic test data, the Anthrax PEP CDS
has been … A synthetic patient record generator, Synthea™, was leveraged to provide data for
the pilot. … ), generally they are closely aligned with what
the CQL expects in terms of input data. … • Synthetic data can be tailored for the anthrax use case addressed by the CDS. … [13] HL7, "CQL Execution FHIR Data Source," [Online].
-
cds.ahrq.gov/sites/default/files/cds/artifact/81/CMSs%20Million%20Hearts%20Model%20Longitudinal%20ASCVD%20Risk%20Assessment%20Tool%20for%20Updated%2010-Year%20ASCVD%20Risk.pdf
January 01, 2010 - The artifacts are suitable for producing an intelligent
data display. … Using
data from Ms. … An orchestration module that accepts test data (patient data and expected results) as raw
input and … Sends that patient data to the execution service.
c. … cannot be discerned from EHR-structured data.
-
cds.ahrq.gov/sites/default/files/cds/artifact/18/Implementation%20Guide_USPSTF%20Statin%20Use%20for%20the%20Primary%20Prevention%20of%20CVD%20in%20Adults_Final.docx
October 01, 2017 - It is envisioned that it may at some point become a home for user feedback and experience data as well … Data-driven screening: The recommendations could change when relevant data changes, including a new LDL … Notification if data are missing (such as a patient with no LDL recorded).
5. … A selection of the test data used for this artifact is included in Appendix A. … Structured code that is interpretable by a computer and includes data elements, value sets, and coded
-
cds.ahrq.gov/sites/default/files/cds/artifact/111/implementation-checklist_1.docx
November 06, 2020 - or other clinician)
People
Identify CDS Integration Team Leader
People
Identify Data … Process
Does your institution have the ability to pull data on implementation process?
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cds.ahrq.gov/sites/default/files/cds/artifact/21/2024_CDS_Connect_IG_Statin_Therapy_CVD_eCQM.pdf
January 01, 2024 - Structured – Organized or patterned code that is interpretable by a computer (includes
data elements … It also enables contributors to upload the coded logic expression and
test data, technical files, and … Data-driven screening: The recommendations could change when relevant data change
(e.g., new results … FHIRHelpers.cql Common CQL functions used to convert CQL data
elements to FHIR and back again. … The project team invites feedback on the use
of this data element in practice.
-
cds.ahrq.gov/sites/default/files/workgroups/58631/CDS_Connect_WG_February_2022_Summary.pdf
January 01, 2022 - including a variety of electronic health records (EHR), virtual-visit platforms,
registries, and clinical data … ACTIVATE includes a twelve-week program of health coaching, remote patient-data monitoring, and
huddles … They felt comfort in knowing a medical professional was reviewing their data, and they also reported
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cds.ahrq.gov/sites/default/files/cds/artifact/1141/Warfarin-NSAIDs%20MDIA%20Implementation%20Guide.docx
November 11, 2019 - Implementation Checklist 3
Potential Reuse Scenarios 4
General Information About CQL 4
Appendix A: Test Data … Structured code that is interpretable by a computer and includes data elements, value sets, and coded … CQL is a data standard governed by Health Level 7 (HL7) that is currently a Standard for Trial Use (STU … The rules written use this data to identify patients that satisfy criteria specified for each decision … In conjunction with a custom Node.js testing framework, the following data tables were used to test
-
cds.ahrq.gov/sites/default/files/cds/artifact/76/CMSs%20Million%20Hearts%20Model%20Longitudinal%20ASCVD%20Risk%20Assessment%20Tool%20for%20Shared%20Decision%20Making.pdf
April 01, 2021 - The artifact is suitable for producing an intelligent data display. … Using data from Ms. … Delta’s data to consider whether a
statin recommendation is indicated. … An orchestration module that accepts test data (patient data and expected results) as raw
input and … Sends that patient data to the execution service.
c.
-
cds.ahrq.gov/sites/default/files/cds/artifact/1056/2024_CDS_Connect_IG_Statin_CVD_Patient_Facing_2.pdf
January 01, 2024 - Appendix B (Data Requirements) was
removed and text inserted which refers readers to the file
with … methods to obtain accurate patient-specific data may be necessary. … For example, missing
data may be supplemented by enabling data collection directly from the patient … A data model based on FHIR Draft Standard for Trial Use 2 (DSTU2). … A list of the data requirements for the artifact are in a
file named Data Requirements attached to the
-
cds.ahrq.gov/sites/default/files/cds/artifact/logic/2024-08/StatinTherapyForThePreventionAndTreatmentOfCVDeCQMDerived_Change_Log.txt
January 01, 2024 - - Codes: added Discharge to home for hospice care (procedure)
- Codes: added Hospice care [Minimum Data … Added hospice and palliative care encounters
- Exclusions: Added observations for Hospice care [Minimum Data … representation contains the following changes related to the
movement from FHIR DSTU2 to FHIR R4:
- FHIR data … - Codes: added Discharge to home for hospice care (procedure)
- Codes: added Hospice care [Minimum Data … Added hospice and palliative care encounters
- Exclusions: Added observations for Hospice care [Minimum Data
-
cds.ahrq.gov/sites/default/files/workgroups/184656/CDS_Connect_WG_June_2022_Presentation.pdf
January 01, 2022 - 2019 – 2022 (Present): Repository and Website
Enhanced the Repository and website
• Updated artifact data … • Systematic Reviews
(like Systematic Review Data Repository Plus
(SRDR+)
16
The Holy Grail:
-
cds.ahrq.gov/sites/default/files/cds/artifact/logic/2021-09/Million_Hearts_Baseline_10_Year_ASCVD_Risk_Change_Log.txt
January 01, 2021 - - FHIR data model is now version 4.0.1
- FHIRHelpers is now version 4.0.1
- CDS_Connect_Commons_for_FHIRv102 … CDS_Connect_Commons_for_FHIRv401 version 1.0.0
- MedicationOrder is replaced by MedicationRequest
In addition to porting the data
-
cds.ahrq.gov/sites/default/files/cds/artifact/1146/Warfarin-Antidepressants%20MDIA%20Implementation%20Guide.docx
August 29, 2020 - Implementation Checklist 3
Potential Reuse Scenarios 4
General Information About CQL 4
Appendix A: Test Data … Structured code that is interpretable by a computer and includes data elements, value sets, and coded … CQL is a data standard governed by Health Level 7 (HL7) that is currently a Standard for Trial Use (STU … The rules written use this data to identify patients that satisfy criteria specified for each decision … Appendix A: Test Data
In conjunction with a custom Node.js testing framework, the following data tables