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cdsic.ahrq.gov/sites/default/files/2024-07/Final%20IAS_AI%20Landscape%20Assessment%206.24.24%20(003).pdf
January 01, 2024 - Examples of how AI can be used in this scaling dimension include treatment recommendations based
on … determinants of health (SDOH)
information in visit notes for cancer
patients receiving radiation therapy … AI is currently being used to manage patients’ treatment and allocate resources
more effectively to … for remote monitoring into the app, which generates
diet recommendations for patients and insulin
therapy … Results
from a clinical evaluation of Sinedie indicated the
system detected all cases requiring a therapy
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cdsic.ahrq.gov/sites/default/files/2023-08/Final%20TPC%20P3_Source%20Credibility%20to%20AHRQ%208.2.23_508c%20Version.pdf
January 01, 2023 - support clinicians and patients
as partners in a care team, equally committed to creating effective treatment … Relevance
In the context of PC CDS, the relevance of PC CDS alerts, recommendations, and treatment … and can enable patients to
select the most personally appealing or relevant treatment—both of which … Relevance
In the context of PC CDS, the relevance of PC CDS alerts, recommendations, and
treatment … Integrated precision medicine: the role of electronic health records in
delivering personalized treatment
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - support clinicians and patients as partners in a care team, equally
committed to creating effective treatment … complication risks in patients using clinician
notes and patient data found in their EHR
• Personalizing treatment … could allow a patient to quickly exchange information with their
provider and expedite any necessary treatment … patient–clinician encounter, which would allow for more
meaningful discussions about clinical concerns and treatment … example, one participant
described an experience with discovering that the evidence used to inform a treatment
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cdsic.ahrq.gov/cdsic/patient-preferences-topic-highlight
June 25, 2025 - There is often a large amount of information to consider, such as test results, treatment options, risks
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cdsic.ahrq.gov/cdsic/patient-engagement-measurements-inventory
August 15, 2025 - essential to high-quality healthcare and can empower patients and caregivers to actively participate in treatment
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cdsic.ahrq.gov/sites/default/files/2025-09/For%20508%20Approval_MO%20Level%203%20Respondent%20Burden%20Report%208.21.25.pdf
January 01, 2025 - ................22
1
Executive Summary
Personalized healthcare can ensure that medical treatments … Personalized healthcare can ensure that medical treatments and care are tailored to an
individual patient … lack of communication from a clinician
about the purpose of data collection as it relates to their treatment … Digital health tools can support
disease monitoring, treatment, and management, but most are designed … Web-Based Symptom
Monitoring With Patient-Reported Outcomes During Definitive Radiation Therapy With
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cdsic.ahrq.gov/cdsic/patient-preferences-workflow-lifeflow
August 01, 2024 - visit Collecting preferences related to health maintenance and preventive care Discussing medication therapy … choices Discussing treatment options for breast cancer Findings from our literature review and key informant
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cdsic.ahrq.gov/cdsic/patient-preferences-standardization
August 01, 2024 - Preferences pertaining to engagement, access to information, communication, caregiving, and treatment
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cdsic.ahrq.gov/sites/default/files/2025-09/508_SRF%20Level%202%20Override%20Taxonomy%20Implementation%208.28.25.pdf
January 01, 2025 - eligibility for
recommended action
Not indicated
Not indicated: ____ (reason, e.g.,
procedure, treatment … ’s beliefs
Religious beliefs
Cultural reasons
5.4 Patient prefers an alternative approach or
treatment … caregiver/social support No ___ (missing support, e.g.,
caregiver support, transportation)
6.2 Treatment … Patient does not meet eligibility for recommended
action
Not indicated: ____ (e.g., procedure, treatment … 1.5 Intended action was performed previously without
adverse effect
Side effect not seen in prior treatment
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cdsic.ahrq.gov/cdsic/srf-patientprefstandards
August 01, 2023 - awareness for inclusion of additional patient preference codes that capture patient preferences related to treatment
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cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
January 01, 2024 - support clinicians and patients as partners in a care team, equally
committed to creating effective treatment … social risks.9 The Substance Abuse and Mental Health Services Administration’s
guidelines for the treatment … difficult for clinicians to apply considerations for these factors in clinical
decision making and treatment … Treatment of stimulant use disorders.
June 2020. … Accessed June 12, 2024. https://store.samhsa.gov/product/treatment-stimulant-use-
disorders/pep20-06-
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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 - example, some patients have religious or cultural reasons for not wanting to accept
certain services or treatments … Factors affecting therapeutic compliance: A review from the patient’s
perspective. … Therapeutics and Clinical Risk Management. 2008 Feb;4(1):269-86.
doi:10.2147/tcrm.s1458. … Factors affecting therapeutic compliance: A review from the patient’s
perspective. … Therapeutics and Clinical Risk Management. 2008 Feb;4(1):269-86.
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cdsic.ahrq.gov/sites/default/files/2023-09/SMD%20PC%20CDS%20Performance%20Measurement%20Inventory%20User%20Guide_FINAL_9.19.23.pdf
January 01, 2023 - CDS has been shown to improve healthcare processes such as recommended preventive care
services and treatments … prescriptions with the recommended drug dose,
frequency, route, timing, and duration;56 percentage of test/treatments … Questionnaire
(SDM-Q-9),80 CollaboRATE,81,82 the Combined Outcome Measure for Risk
Communication and Treatment … Development and validation of the
functional assessment of chronic illness therapy treatment satisfaction … of COMRADE--a patient-based outcome
measure to evaluate the effectiveness of risk communication and treatment
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cdsic.ahrq.gov/sites/default/files/2023-08/SMD%20Workflow%20Measurement%20Approaches%20Report_to%20AHRQ%208.9.23_508.pdf
January 01, 2023 - The care
team member then discusses or applies that decision to the patients’/caregivers’ treatment … Use
Knowledge Changes in knowledge about a disease/condition, risks and benefits, treatment
options … team, exchange health-related information with clinicians and their support network, and adhere to
treatment … Life-skills development scale – adolescent form: The
theoretical and therapeutic relevance of life-skills … Quality and effectiveness of osteoporosis
treatment decision aids: A systematic review and environmental
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cdsic.ahrq.gov/sites/default/files/2025-09/Quartz%20Assessment%20Report_To%20DTP_09.05.25.pdf
January 01, 2025 - many patients do not achieve target blood pressure (BP) levels even after initiating antihypertensive
therapy … avoid privacy concerns by showing EHR data in the patient roster view to users who did not
have a treatment … mortality1,
yet many patients do not achieve target BP levels even after initiating antihypertensive therapy … Were there any changes to the patient’s hypertension treatment regime as a
result of the data collected … idea is to explore
reimbursement models such as the Centers for Medicare &
Medicaid (CMS) remote therapeutic
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cdsic.ahrq.gov/sites/default/files/2023-01/Final%20Workgroup%20Charter_Trust%20and%20Patient-Centeredness_Personnel%20Update_Jan26.pdf
January 01, 2023 - support
clinicians and patients as partners in a care team equally committed to creating effective
treatment
-
cdsic.ahrq.gov/sites/default/files/2024-02/Final%20TPC%20Workgroup%20Charter%20to%20AHRQ%2012.5.23.pdf
January 01, 2024 - support
clinicians and patients as partners in a care team equally committed to creating effective
treatment
-
cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - support
clinicians and patients as partners in a care team, equally committed to creating effective
treatment … delivered through reminders, alerts, order sets,
or guidelines that are used for diagnostic and/or treatments … Usability evaluation of a clinical decision support system for geriatric ED pain
treatment. … Improving uptake of fracture prevention drug treatments: a
protocol for development of a consultation … Using co-design to develop a tool for shared goal-setting
with parents in speech and language therapy
-
cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20TPC%20Workgroup%20Charter.pdf
January 01, 2024 - support
clinicians and patients as partners in a care team equally committed to creating effective
treatment
-
cdsic.ahrq.gov/sites/default/files/2023-10/TPC%20Pat%20Engage%20Handbook%20Final.pdf
January 01, 2023 - support clinicians and patients as partners in a care
team, equally committed to creating effective treatment … The development of a decision tool for the
empiric treatment of suspected urinary tract infection in … Improving uptake of Fracture Prevention
drug treatments: a protocol for Development of a consultation … Patient-important outcomes to inform shared decision making and goal setting for diabetes
treatment.