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digital.ahrq.gov/principal-investigator/schwarz-eleanor
January 01, 2023 - Prevent Medication-Induced Birth Defects
Women's perspectives on counseling about risks … Women's perspectives on counseling about risks for medication-induced birth defects. … Medication-Induced Birth Defects
Perspectives of primary care clinicians on teratogenic risk … Perspectives of primary care clinicians on teratogenic risk counseling.
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digital.ahrq.gov/health-care-theme/adverse-events
January 01, 2023 - records to engage individuals with multiple chronic conditions to improve understanding of individualized risk … Understanding CancelRX: Impact on Clinical Workflows, Medication Safety Risks, and Patient Outcomes … shared decision making (SDM) tool that uses interactive decision dashboards to graphically communicate risks
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digital.ahrq.gov/ahrq-funded-projects/complexity-incidence-and-costs-related-delayed-diagnosis-venous
September 01, 2024 - Despite the risks, healthcare systems lack standardized tools to measure and track VTE diagnostic errors … Identify VTE diagnostic error-associated risk factors and develop recommendations to improve timely diagnosis … Their findings could help providers better understand the risks and challenges of diagnosing VTE, especially
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs023324-cohen-final-report-2020.pdf
January 01, 2020 - information needs when screening, documenting, and then
using information regarding patients’ social risks … information, we did not try to achieve consensus among clinicians about
which social risks should … Having
consistent information on patients’ social risks was a challenge for a variety of reasons. … Prioritization
Patients’ experienced multiple, concurrent social and economic risks, and these risks … risks was an unmet information need.
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digital.ahrq.gov/ahrq-funded-projects/implementing-breast-reconstruction-decision-support-tool-diverse-practice
January 01, 2024 - ability to make informed decisions about their reconstruction surgery based on their preference and risk … Lack of adequate risk information often leaves patients and surgeons uncertain during decision-making … mastectomy reconstruction, aid patients in exploring preferences, and inform clinicians about patients' risks … tool showed enhanced knowledge about breast reconstruction, including type, timing, and complication risks … quality and alignment between patients’ surgery choice and clinical risks and preferences.
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digital.ahrq.gov/ahrq-funded-projects/implementation-ddinteract-shared-decision-making-tool-anticoagulant-drug-drug
August 15, 2023 - making tool that visually displays, to patients and providers, information on the potential interaction risks … anticoagulant medications often have additional comorbidities requiring other medications, which increases the risk … DDInteract includes a visual display of risk, a patient-specific risk profile, patient education information … only during the visit, through the patient portal, or after a visit, allowing patients to reconsider risks … be conducted to measure the effect of DDInteract on exposure to DDIs between oral anticoagulants and risk
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digital.ahrq.gov/sites/default/files/docs/publication/AppendixA_Comm_Tech_For_AA_Women.pdf
February 01, 2010 - Yes
at risk for
STI
Hep B at risk script - have
VPA hold paper with list of
risks (if more than … Don't
know
at risk for
STI
Hep B at risk script - have
VPA hold paper with list of
risks (if … Don't
know
at risk for
STI
Hep B at risk script - have
VPA hold paper with list of
risks (if … Yes
Hep B at
risk
Hep B at risk script - have
VPA hold paper with list of
risks (if more than … Yes
Hep B at
risk
Hep B at risk script - have
VPA hold paper with list of
risks (if more than
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digital.ahrq.gov/ahrq-funded-projects/multi-site-trial-test-benefits-adding-personalized-risk-calculator-online
July 31, 2025 - A Multi-Site Trial to Test Benefits of Adding a Personalized Risk Calculator to an Online Decision Aid … guides their understanding of how treatment options align with their expressed values, personalized risk … However, given the highly variable individual risks and outcomes, uncertainty remains over which patients … There is a growing need for more personalized approaches to risk prediction and shared decision making … offer patients a better understanding of how treatment options align with their values and personalized risks
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digital.ahrq.gov/principal-investigator/avidan-michael
October 14, 2020 - machine learning to develop and evaluate models using preoperative and intraoperative data to identify risks … machine learning to develop and evaluate models using preoperative and intraoperative data to identify risks
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digital.ahrq.gov/ahrq-funded-projects/evaluating-prediction-tool-and-decision-aid-patients-crohns-disease
January 01, 2023 - Research Story
Use of the Crohn’s Disease Prediction Tool, a validated individualized risk … The model was then adapted into a web-based decision aid to help patients weigh the benefits and risks … Publication , Editorial Technology: Consumer Health Informatics
Balancing and communicating the risks … Balancing and communicating the risks and benefits of biologics in pediatric inflammatory bowel disease … The decision aid can help patients understand the risks and benefits of treatments.
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs023701-ratwani-final-report-2021.pdf
January 01, 2021 - These materials may include design and implementation guidelines, test case
scenarios, and risk assessment … and to provide guidance on how to address those risks. … and to understand how these risks can be mitigated
through usability improvements. … Journal of Patient
Safety and Risk Management. https://doi.org/10.1177/2516043519847330
https://journals.sagepub.com … Electronic Health Record Usability and
Patient Safety: Risks and Mitigation Strategies.
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs026257-friedman-final-report-2020.pdf
January 01, 2020 - KOs for figuring population-level risks, 11
Patient Background Risk KOs for scoring individual patient … risks (e.g., risk of cardiovascular
disease), 17 USPSTF Recommendation Net Benefit Calculator KOs, … Taksler's model, two KOs are developed:
● A background relative risk KO: Computes the total all-cause … risk KO: Computes the total disease-specific mortality risks as a sum from individual
background risk … Taksler's model, two types of background risks are computed:
● A background relative risk KO: Computes
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digital.ahrq.gov/ahrq-funded-projects/enabling-shared-decision-making-reduce-harm-drug-interactions-end-end
January 01, 2023 - Events
Use of DDInteract resulted in patients favoring pain treatments with less risk … preventing harm due to DDIs, they are not currently engaged in shared decision making (SDM) around risks … physician-centric decision making to patient-centered SDM by creating a dashboard that graphically communicates risks … The research team designed and assessed usability of this DDI tool, DDInteract, for SDM around risk of … positively received by both patients and physicians, with patients favoring pain treatments with less risk
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digital.ahrq.gov/ahrq-funded-projects/ml-rover-machine-learning-reduce-laboratory-test-overutilization
August 01, 2024 - Patient Safety
Quality Improvement
Overutilization of laboratory testing poses significant risks … Vulnerable populations, such as children with cyanotic heart disease or sepsis, face heightened risks … trials to assess the tool's effectiveness across multiple centers, guide the creation of additional risk
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digital.ahrq.gov/principal-investigator/siegel-corey
January 01, 2023 - Decision Aid for Patients with Crohn's Disease
Balancing and communicating the risks … Balancing and communicating the risks and benefits of biologics in pediatric inflammatory bowel disease
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digital.ahrq.gov/ahrq-funded-projects/user-centered-designed-anticoagulation-shared-decision-making-tool-stroke
January 01, 2023 - of death, higher risk of stroke, and lower risk of bleeding compared to those treated with anticoagulants … Balancing the risks of stroke versus bleeding requires a personalized approach. … quality metric; however, neither provides a standardized and understandable method to demonstrate the risks … being more likely to underestimate stroke risk versus bleeding risk. … anticoagulation versus risk of stroke using visual representation.
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digital.ahrq.gov/health-it-tools-and-resources/pediatric-resources/pediatric-documentation-templates/weight-and-nutritional-counseling
January 01, 2023 - delivery of exercise/nutritional counseling, and to improve adherence to recommendations for assessing risks … current form, it is meant to be used by clinicians during a patient visit to review weight and obesity risk
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digital.ahrq.gov/ahrq-funded-projects/understanding-cancelrx-impact-clinical-workflows-medication-safety-risks-and/citation/pharmacy
January 01, 2023 - Samantha
Project Name
Understanding CancelRX: Impact on Clinical Workflows, Medication Safety Risks
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digital.ahrq.gov/principal-investigator/pak-theodore-r
January 01, 2023 - effective antibiotics for each patient, reduce unnecessary use of broad-spectrum antibiotics, lower the risks
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digital.ahrq.gov/ahrq-funded-projects/understanding-cancelrx-impact-clinical-workflows-medication-safety-risks-and/citation/impact
January 01, 2023 - Samantha
Project Name
Understanding CancelRX: Impact on Clinical Workflows, Medication Safety Risks