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1. Implementation, Adoption, and Scaling Workgroup: Exploring Challenges and Opportunities for Patient Engagement, Implementation, Adoption, and Scaling Through PC CDS Case Studies (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
   January 01, 2024 - Scalable Decision Support and Shared Decision Making for Lung Cancer Screening (Decision Precision … cancer screening. … Cancer Screening Objective: Adapt an existing standalone shared decision making tool for lung cancer … Health Issue: Lung cancer, a leading cause of death in the United States, necessitates screening to … Lung Cancer Screening Before and After a Multifaceted Electronic Health Record Intervention.

2. Making Patient Apps Interoperable With the Health IT Ecosystem (pdf file)
   cdsic.ahrq.gov/sites/default/files/2025-06/SRF%20Topic%20Highlight%20Patient%20App%20Interoperability.pdf
   January 01, 2025 - cancer screening education. … It is automatically prescribed to patients meeting specified eligibility criteria to improve lung cancer … screening rates. … cancer in the app. … cancer screening in primary care.

3. Outcomes and Objectives Workgroup: Integration of Patient-Centered Clinical Decision Support Into Shared Decision Making (pdf file)
   cdsic.ahrq.gov/sites/default/files/2023-09/FINAL%20OO%20PC%20CDS%20SDM%20Report.pdf
   January 01, 2023 - doi:10.1177/23814683221131317 Lung Cancer Screening: Is it right for me? … Lung cancer Screening Adults who currently smoke or have smoked in the past and meet eligibility … criteria for lung cancer screening in the U.S. … Website Assess eligibility for lung cancer screening and assesses lung cancer risk based on patient-provided … Is lung cancer screening right for me? Accessed July 17, 2023.

4. Incorporating Patient Preferences in Patient-Centered Clinical Decision Support (pdf file)
   cdsic.ahrq.gov/sites/default/files/2025-06/TPC%20Topic%20Highlight%20Patient%20Preferences.pdf
   January 01, 2025 - or preventive care preferences guide routine checkups and preventive care when appropriate, such as screening … such as wellness visits or annual check-ups, when patients need specific preventive care such as screenings … Regular Mammograms Before regular mammograms (x-ray examination of the breast) for breast cancer screening … After reading these materials, they provide their preferences about breast cancer screening using the … Rockville, MD: Agency for Healthcare Research and Quality; August 2024. 7 Screening for Lung Cancer

5. 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/2024-08/TPC%20Patient%20Preferences%20Workflow%20Lifeflow_8.15.2.pdf
   January 01, 2024 - Records were deemed eligible after the title and abstract screening if they were: 1) published in the … preferences related to more routine healthcare, such as vaccinations, family planning, or diagnostic screenings … These may include preferences related to preventive care, such as receiving a lung cancer screening. … care visit to discuss routine health maintenance or preventive care activities, such as receiving a lung … cancer screening.

6. 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 - tasks: prescription of rescue therapy, prescription of maintenance therapy, pulmonary rehabilitation, lung … cancer screening, pneumonia vaccination, smoking cessation counseling, and sleep apnea screening. … measured at the clinician level Change in the number of relevant tests ordered, number of relevant screenings … cancer. … cancer.

7. PC CDS Planning, Implementation, and Reporting User Guide (pdf file)
   cdsic.ahrq.gov/sites/default/files/2024-09/Final_MO%20PC%20CDS%20User%20Guide%20(1)_0_0.pdf
   January 01, 2024 - We included three recommended articles after screening. … caregiver daily activities. • Patient and caregiver involvement in the goal identification process The lung … cancer screening (LCS) PC CDS project aimed to improve early lung cancer detection rates, facilitate … We conducted focus groups with 23 individuals with high risk for lung cancer to explore patient perspectives … cancer screening, addressing the high prevalence of data inaccuracies seen in over 80 percent of evaluated

8. 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 - Moreover, the added work required to conduct comprehensive social risk factor screenings and adjust … data actionable for clinicians and optimize workflows to efficiently integrate social risk factor screenings … scalable, pragmatic implementation support to help five community health centers adopt social risk screenings … communities screening tool. … Assessing the documentation of social determinants of health for lung cancer patients in clinical narratives

9. 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 - AI-based tool can best explain its output—one study collecting feedback on an AI model that predicted lung … cancer recurrence risk found that clinicians were confused or misled by AI-generated results, even … We conducted two levels of screening—a title/abstract review and a full-text review.