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  1. cds.ahrq.gov/sites/default/files/cds/artifact/18/Pilot%20Report_Final_0.docx
    March 01, 2018 - ’s formal process utilizing a unique Alliance Data Request Form (DRF). … MITRE documented data elements specific to the pilot CDS, as well as upstream and downstream data elements … ’s EHR and how the data concepts were expressed in the Statin Use artifact. … operate on instances of FHIR data. … Data Sharing When asked for thoughts as to what conditions and data elements needed to be better shared
  2. cds.ahrq.gov/sites/default/files/cds/artifact/106/Poster_AMIA_mid_atlantic_HWI_jm.pptx
    February 09, 2018 - Background Methods Preparing for a Childhood Obesity Clinical Decision Support Intervention Using EHR Data … Coordinator, Patricia DeRusso, MD, MS Director, Healthy Weight Program Using our EHR data … used to improve recognition CDS may be beneficial for other aspects of management, however: Baseline data … and EHR data Obtain wide-based user input into the development of a CDS module for obesity management … had a diagnosis Clinicians reported several different workflows, including where they access BMI data
  3. cds.ahrq.gov/sites/default/files/cds/artifact/71/Implementation_Guide_CMS_Million_Hearts_ASCVD_Risk_Assessment.pdf
    September 01, 2021 - The artifacts are suitable for producing an intelligent data display. … Using data from Ms. … Display the ASCVD risk calculation as a calculator view or data view. 4. … Test Data In conjunction with a custom Node.js testing framework, the following data tables were used … Test Data Appendix C. Reference List
  4. cds.ahrq.gov/sites/default/files/workgroups/241/jun-2017-cholesterol-wg-notes.docx
    January 01, 2017 - mentioned in recommendation notifications as an exclusion, if implementers do not feel strongly that this data … They feel that this data element will likely be revised during the annual update based on provider feedback … Would not include ‘according to available data either’. · Include the rationale in the message (i.e., … NOTICE This technical data was produced for the U. S. … HHSM-500-2012-00008I, and is subject to Federal Acquisition Regulation Clause 52.227-14, Rights in Data-General
  5. cds.ahrq.gov/sites/default/files/workgroups/33746/CDS_Connect_WG_Summary_September_2021.pdf
    January 01, 2021 - Connect Repository The Repository’s artifact metadata fields will better align with the artifact data … The Repository data elements represent a better field-level alignment with the fields in the CPG-on-FHIR … The CQL representation was also updated to use the HL7 FHIR Release 4 data model. … easily create CDS logic and to export artifacts into a standard format (i.e., CQL that uses a FHIR dataData that authors enter in these fields will be exported as part of the CPG library definition when
  6. cds.ahrq.gov/sites/default/files/cds/artifact/476/EnhancementofCDSArtifact%20BasedonPilotImplementation10012018.pdf
    December 01, 2018 - requirement was thoroughly examined in comparison to how the data is captured in OCHIN’s system and … This ensured that all relevant data was populated in the Summary. … Future enhancements in this area may be beneficial once the data are routinely available. … is captured in OCHIN’s system versus how the data is used in the CDS. … “real” patient data.
  7. cds.ahrq.gov/sites/default/files/cds/artifact/71/Implementation%20Guide_CMS%20Million%20Hearts_ASCVD%20Risk%20Assessment_Level3_Final.pdf
    February 01, 2018 - The artifact is suitable for producing an intelligent data display. … Using data from Ms. … Display the ASCVD risk calculation as a calculator view or data view. 4. … A selection of the test data used for this artifact is included in Appendix B. … If patient data is outside the defined range, a score will not calculate.
  8. cds.ahrq.gov/sites/default/files/workgroups/28166/CDS_Connect_WG_Slides_August%202021.pdf
    August 01, 2021 - Operations 9 Technical Overview • CEDAR provides a machine-accessible interface to repository data … Description Scoring F1.1.1 Artifacts have a persistent identifier as a metadata element To ensure that data … 21 Notice This technical data was produced for the U.S. … Order 75Q80120F80008 and is subject to Federal Acquisition Regulation Clause 52.227-17, Rights in Data-Special
  9. cds.ahrq.gov/sites/default/files/cds/artifact/1061/2024_CDS_Connect_IG_Diabetes_Part_One_Screening_0.pdf
    January 01, 2024 - Updated links in data requirements table. … For example, missing data may be supplemented by enabling data collection directly from the patient … inputs required by the artifact (see Data Requirements file attached to the artifact). … A list of the data requirements for the artifact is found in the Data Requirements file attached to … /data-research/adult-obesity-facts.html https://www.cdc.gov/obesity/php/data-research/adult-obesity-facts.html
  10. cds.ahrq.gov/sites/default/files/AHRQ_Final_Report_2020.pdf
    January 01, 2020 - Downloading a CDS Artifact Using the FHIR R4 Data Model .................................... 13 Figure … CQL libraries that use the FHIR R4 data model. … version of FHIR the synthetic data conforms. … of the data based on recommended fields (as shown in Figure 8). … , including data from prescription drug monitoring programs.
  11. cds.ahrq.gov/sites/default/files/cds/artifact/1066/2024_CDS_Connect_IG_Diabetes_Part_Two_Counseling_1.pdf
    January 01, 2024 - Updated links in data requirements table. … methods to obtain critical patient-specific data may be necessary. … For example, missing data may be supplemented by enabling data collection directly from the patient … inputs required by the artifact (see Data Requirements file attached to the artifact). … A list of the data requirements for the artifact is found in the Data Requirements file attached to
  12. cds.ahrq.gov/sites/default/files/cds/artifact/476/CDSConnectPilotFinalReport508gel10012018.pdf
    September 01, 2018 - Required structured data captured in the site’s EHR system 4. … information on the data pulled to populate the summary and references, including URLs. … Some of the mapping was required to work around data requirements that Epic did not support. … codify each data element, mapping of the local code to a standard terminology was required. … for a patient, and the data stored for future reporting.
  13. cds.ahrq.gov/sites/default/files/workgroups/236/may-2017-cholesterol-wg-notes.docx
    January 01, 2017 - The work group members did not have enough experience of how data is captured on the back end of their … Consider evaluation of the availability of data with this status during testing. · For clinical status … · Adherence data is helpful to inform decisions. … NOTICE This technical data was produced for the U. S. … HHSM-500-2012-00008I, and is subject to Federal Acquisition Regulation Clause 52.227-14, Rights in Data-General
  14. cds.ahrq.gov/sites/default/files/cds/artifact/1071/2024_CDS_Connect_IG_Healthy_Diet_Physical_Activity.pdf
    January 01, 2024 - methods to obtain needed patient-specific data may be necessary. … For example, missing data may be supplemented by enabling data collection directly from the patient … their system (such as claims data). … A data model based on FHIR Draft Standard for Trial Use 2 (DSTU2). 2. … in their system (e.g., as claims data).
  15. cds.ahrq.gov/sites/default/files/cds/artifact/106/AMIA_presentation.pptx
    January 01, 2012 - , adaptable Stage 2 Layout, spacing, internal workflow (white box testing) Stage 3 Interactivity, data … Before and After Implementation Testing before implementation Everything functions as expected Patient data … increase in comorbidity screening lab evaluation 8 Clinical Use: Unanticipated issues Large patient data … effect Patient data strained and slowed the system Patient data is often incomplete and contained partial … management Improve clinician comfort using the Healthy Weight Care Assistant Evaluate: Monitor usage and data
  16. cds.ahrq.gov/sites/default/files/cds/artifact/106/Guide%20to%20the%20Healthy%20Weight%20Care%20Assistant.docx
    February 15, 2018 - The server backend is typically responsible for data manipulation, object formatting, connections with … These include Compilation, CSS, Data, HTML, Images, JS, Node_modules, Release, Resources, and test b. … Data i. … This folder contains the xml and xsd information for the source data for the CDS intervention. … Supplemental data files were also included here including a ‘dorun.txt’ file, which could be used to
  17. cds.ahrq.gov/sites/default/files/cds/artifact/81/Implementation%20Guide_Longitudinal%20ASCVD%20Risk%20Assessment%20Tool%20for%20Updated%20Risk_Final_0.docx
    October 01, 2017 - The artifact is suitable for producing an intelligent data display. … Using data from Ms. … 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. … cannot be discerned from EHR structured data.
  18. cds.ahrq.gov/sites/default/files/workgroups/231/apr-2017-cholesterol-wg-notes.docx
    January 01, 2017 - “consider” or “discuss” versus “start” based on the risk score/threshold) · Provide transparency of data … elements used to generate the recommendation so providers can evaluate the accuracy of the input data … Implementation of both USPSTF artifacts · Trigger can be either encounter driven or data driven (usually … systems that have implemented cholesterol CDS to inform the CDS Connect pilot NOTICE This technical data … HHSM-500-2012-00008I, and is subject to Federal Acquisition Regulation Clause 52.227-14, Rights in Data-General
  19. cds.ahrq.gov/sites/default/files/workgroups/216/jan-2017-cholesterol-wg-notes.docx
    January 01, 2017 - should be computable: Artifacts should be defined at a level of specificity that enables execution (e.g. data … Potential caveats associated with a risk score calculated based on missing, edge or out of range data … NOTICE This technical data was produced for the U. S. … HHSM-500-2012-00008I, and is subject to Federal Acquisition Regulation Clause 52.227-14, Rights in Data-General
  20. cds.ahrq.gov/sites/default/files/cds/artifact/476/2024_CDS_Connect_IG_Pain_Management_Summary.pdf
    January 01, 2024 - Relevant data can be fragmented 10 and difficult to find, share, and interpret. … Thus, it includes knowledge (evidence-based research); data (patient- generated health data, patient-reported … The entire set of test data resides in ZIP files attached to the CDS artifact in the Repository. … Data populated in the summary may reveal contraindications to opioid therapy. … Common CQL functions used to convert CQL data elements to FHIR and back again.

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