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cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20MO%20Workgroup%20Charter.pdf
January 01, 2024 - • Risk-benefit analysis: comparison between the risks of a situation and its benefits to determine … whether a course of action is worth taking or if risks are too high
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20SRF%20Workgroup%20Charter.pdf
January 01, 2024 - • Risk-benefit analysis: comparison between the risks of a situation and its benefits to
determine … whether a course of action is worth taking or if risks are too high
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cdsic.ahrq.gov/sites/default/files/2024-02/MO%20Workgroup%20Charter_Final.pdf
January 01, 2024 - • Risk-benefit analysis: comparison between the risks of a situation and its benefits to determine … whether a course of action is worth taking or if risks are too high
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cdsic.ahrq.gov/sites/default/files/2025-06/TPC%20Topic%20Highlight%20Patient%20Preferences.pdf
January 01, 2025 - There is often a large amount of information to consider,
such as test results, treatment options, risks … examination of the breast) for breast cancer screening are
initiated, a patient may prefer to discuss the risks … During the visit, the patient and their doctor
discuss the patient’s preferences and risk factors like … are several anticoagulation therapy options—also known as blood thinners—which help
to reduce the risk
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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 - Task: Assess the Anticipated Costs, Risks, and Benefits of the PC CDS. … order set that lists
orders that are appropriate for patients falling into different
risk categories … Users can conduct ethics risk-benefit assessments at the individual,
organizational, and regulatory … , and risks should not affect patient populations disproportionately. … During the study, USPSTF guidelines were updated to include more at
risk patients.
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cdsic.ahrq.gov/sites/default/files/2024-09/AHRQ%20Final%20TPC%20SDOH%20Action%20Plan.pdf
January 01, 2024 - worship, and age that affect a wide range of health, functioning, and quality-of-life outcomes and
risks … criteria for discharging newborn infants include an assessment for family,
environmental, and social risks … Tool (ACHS),31 Health Leads Screener,32 Protocol for
Responding to and Assessing Patients' Assets, Risks … PRAPARE: protocol for responding to and
assessing patient assets, risks, and experiences. 2016. … Do patients want help addressing social risks?
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cdsic.ahrq.gov/sites/default/files/2023-10/Final%20OO%20Patient%20Outcomes%20of%20PC%20CDS%20to%20AHRQ%2010.6.23.pdf
January 01, 2023 - For example, Cancer Risk Perception measures the patient’s risk
perception around the likelihood of … Patients could use the tool to learn about their risk of
breast cancer and understand the risks associated … ; 3) Risk-
benefit ratio ("Are you clear about which
benefits and risks matter most to you?") … cancer risk perception. … For one analysis, responses of 1-4 were
classified as 'population risk' and 5-7 as 'increased
risk'
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cdsic.ahrq.gov/sites/default/files/2024-09/Final%20IAS%20PC%20CDS%20Case%20Studies%20Report_2.pdf
January 01, 2024 - to
promote shared decision making by describing benefits and risks of lung cancer
screening personalized … to enable exchange between a cloud-based application and the EHR while balancing the benefits and
risks … role in
preventing DDIs, but patients are not typically engaged in
shared decision making around the risks … App integrated in the EHR
• Use: Tool promotes shared decision
making by describing benefits and
risks … Clinicians stand to benefit from tools that
assist with making prescribing choices that balance risks
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - for the use of AI in PC CDS include:
• Helping a doctor diagnose or predict disease or complication risks … As one participant explained,
“It’s a massive risk if we assume that because these systems are so smart … Given the prevalence of
misinformation online, participants noted that generative AI can pose risks … it is crucial to incorporate appropriate oversight procedures and
safeguards to mitigate potential risks … As these tools are deployed, our participants
raised concerns about the potential risk to exacerbate
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cdsic.ahrq.gov/cdsic/action-plan-SDOH
September 20, 2024 - 20, 2024
Contextualizing clinical recommendations based on individual social risk … should incorporate Routinely capturing SDOH factors and establishing PC CDS workflows to support social risk-informed
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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 - Subdomain: Benefits outweigh risks. … ,” 6 41 42 “Low risk,” 43
and “No reasonable alternatives.” 27
2. … Subdomain: Action taken to mitigate risk of negative outcome. … Therapeutics and Clinical Risk Management. 2008 Feb;4(1):269-86.
doi:10.2147/tcrm.s1458. … Therapeutics and Clinical Risk Management. 2008 Feb;4(1):269-86.
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cdsic.ahrq.gov/sites/default/files/2023-08/User%20Guide_SMD%20Planning_%20Implementation_%20Reporting_508.pdf
January 01, 2023 - The anticipated costs, risks, and benefits of the PC CDS.
4. … Assess the Anticipated Costs, Risks, and Benefits of the PC CDS. … Implementers can consider
assessing the anticipated monetary costs, risks, and benefits of developing … requirements, or perceived end-user satisfaction.12
Implementers can consider the anticipated costs, risks … order set that lists orders that are appropriate for patients falling into different risk categories
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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 - in this scaling dimension include treatment recommendations based
on patient-provided health data, risk … Given that AI in healthcare is a
developing area with potential risks to patient safety, a balance needs … type of AI technique, scaling use case, implementation challenges and/or unintended
consequences, risks … We captured relevant
challenges/risks, promising practices/opportunities, and example use cases for … A call to address AI “hallucinations” and how healthcare professionals can
mitigate their risks.
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cdsic.ahrq.gov/sites/default/files/2024-02/Innovation%20Center%20Q4%202023%20Progress%20Report_508_01052024.pdf
January 01, 2024 - depression, HIV, intimate partner violence, multiple chronic
conditions, osteoarthritis, preconception risks
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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 - giving consent for an invasive procedure, prescription drugs, or medical devices that could pose a risk … medication vs. surgery) Myeloma UK benefits and tradeoffs survey 10 Assesses preferences for benefits and risks … Individual Trade-Offs Between Possible Benefits and Risks of Cancer Treatments: Results from a Stated
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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 - risk ratings.18
3.2 What PC CDS Did You Use? … member; front-
line clinician informatician; health system informatics leadership; procurement team; risk … The assessment of clinical outcomes, population health management, quality improvement and
safety, risk … that the majority of the evidence
related to CDS performance was rated as “low quality” or at “high risk … A prospective mixed-methods study of decision-making on
surgery or active surveillance for low-risk
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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 - predictions of patients were rated agains risk ratings generated by a senior physician. … Combined Outcome Measure for Risk Communication and Treatment Decision making Effectiveness (COMRADE) … : assesses risk communication, confidence in decision Gao JP, Jin YH, Yu SF, Wu WF, Han SF. … Combined Outcome Measure for Risk Communication and Treatment Decision (COMRADE)
4. CollaboRATE
5. … outcomes (e.g., 10-year coronary risk), which was then compared with the actual calculated risk provided
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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 - Use
Knowledge Changes in knowledge about a disease/condition, risks and benefits, treatment
options … that a patient experiences when presented with competing actionable
choices, and they must weigh the “risk … “the percent of patients and family
members who reported knowing their personal condition-specific risk … evidence
related to PC CDS workflow and lifeflow impacts
found was rated as “low quality” or at “high risk … An overview of clinical
decision support systems: benefits, risks, and strategies for success.
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cdsic.ahrq.gov/sites/default/files/2023-08/Exec%20Sum_SMD%20Workflow%20Measurement%20Approaches%20Report%20to%20AHRQ%208.9.23_508.pdf
January 01, 2023 - Use
Knowledge Changes in knowledge about a disease/condition, risks and benefits, treatment
options … evidence
related to PC CDS workflow and lifeflow impacts
found was rated as “low quality” or at “high risk
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cdsic.ahrq.gov/sites/default/files/2024-10/IAS_Key%20Factors%20and%20Considerations%20for%20Assessing%20the%20Value%20of%20PC%20CDS.pdf
January 01, 2024 - The expected net present value is a standard risk-adjusted financial
modeling technique that has been … This model uses key business drivers of cost, time, revenue, and risk to inform investment decisions … Federal efforts to promote further study of PC CDS implementation in
value-based care programs and for risk … Post market surveillance and risk assessment programs could serve
as models and be adapted to monitor … An overview of clinical
decision support systems: benefits, risks, and strategies for success.