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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 - AI-based PC CDS should be viewed as a partner to clinicians rather than a
substitute for human judgment … Additionally, AI should be viewed as
a partner, rather than a competitor, to human input when developing … AI should be viewed as a partner rather than a substitute for clinician
expertise. … Viewing AI as a partner rather than competitor to human input is another
promising practice for scaling … AI should be viewed as a partner rather than a substitute for clinician
expertise.
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cdsic.ahrq.gov/cdsic/AI-topic-highlight
June 18, 2025 - This resource offers strategies for improving AI-supported PC CDS to ensure these tools support, rather … than compromise, shared decision making and care quality.
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cdsic.ahrq.gov/sites/default/files/2024-09/PAIGE%20Assessment%20Report_Public%20Version.pdf
January 01, 2024 - than an extra step in the communication process. … Rather than
generating automated answers to patient questions directly—a topic already widely researched … than answering them. … than giving
advice for or against it. … than an extra step in the communication process.
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cdsic.ahrq.gov/sites/default/files/2023-09/TPC_Codesign%20Report%20to%20AHRQ%20FINAL.pdf
January 01, 2023 - than solely
sharing their personal opinions or advocating on their own behalf … than as part of a group in which clinicians are also
present. … Since focus group participants provide information solely during a discussion (rather than being
involved … than saving feedback for an interview. … For example,
rather than provide information to indirectly inform developers’ design choices, end-users
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cdsic.ahrq.gov/cdsic/AI-viewpoint
February 25, 2025 - They noted that users should 1) be explicitly informed when they are interacting with AI rather than … Promising practices center on viewing AI as a complement—rather than a substitute—to human interaction
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cdsic.ahrq.gov/sites/default/files/2024-07/OY1_FINAL%20TPC%20Patient%20Perspectives%20Generative%20AI.pdf
January 01, 2024 - They agreed that users should explicitly be informed when they are interacting with AI
rather than a … Rather, their views would be
influenced by how their clinician used AI tools in clinical care. … than wait 3–6 months to address this
during an appointment. … than relying on AI-powered technology. … Participants agreed that they would want
to know when AI is communicating with them, rather than a human
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cdsic.ahrq.gov/sites/default/files/2024-07/Final%20MO%20Patient%20Prioritization%20of%20Measurement%20Areas%207.18.24.pdf
January 01, 2024 - These areas were noted not necessarily as patient
health journey outcomes, but rather as inputs into … Adherence, decisional conflict, and discharge
preparedness were the only measurement areas where less than … newly diagnosed, their needs may be related more to knowledge and understanding of
their disease, rather … than making decisions or advocating for their healthcare choices. … These different expectations
can impact communication quality, which, when lower than expected, can
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cdsic.ahrq.gov/sites/default/files/2022-04/Final%20Innovation%20Center%20Charter_508.pdf
January 01, 2022 - underscores that the greatest challenges to widespread “plug-and-play” CDS use are integration
issues, rather … than availability of CDS artifacts or evidenced-based clinical guidelines.i,ii,iii These
challenges
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2%20Innovation%20Center%20Charter_508.pdf
January 01, 2024 - underscores that the greatest challenges to widespread “plug-and-play” CDS use are integration issues,
rather … than availability of CDS artifacts or evidenced-based clinical guidelines. 1, 2, 3 These
challenges
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cdsic.ahrq.gov/sites/default/files/2023-08/CDSiC%20App%20Interoperability%20Report_508.pdf
January 01, 2023 - of the report applies to apps that are prescribed by clinicians or recommended by
health systems, rather … of the report applies to apps
that are prescribed by clinicians or recommended by health systems, rather … would prefer to
receive raw data from apps (e.g., using LOINC codes) and
apply their own CDS logic, rather … Rather, apps may need to provide guidance to patients
to address the urgent scenario (e.g., call their … Clinical Decision Support: More than Just
“Alerts” Tipsheet.
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cdsic.ahrq.gov/sites/default/files/2025-03/Final_MO_Patient%20Preference%20Report_6.7.24.pdf
January 01, 2025 - Instruments may apply to more than one domain/subdomain. … The majority of tools included in the Inventory captured preferences as reported by the patient,
rather … than a clinician’s assessment of what the patient prefers based on a conversation. … CDS developers, implementers, and evaluators should be aware that some
preferences are more relevant than … For example, rather than integrating
patient preferences into existing sections of the EHR, it may be
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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 - This may be because these are measured by the indicator of
adherence (e.g., smoking status) rather than … than a true gap in measurement … measurement domains and subdomains were identified as
relevant a priori in consultation with SMEs, rather … less than desired. … than
desired.
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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 encompasses two scenarios: 1) a recipient may find it more beneficial to override the PC CDS than … This taxonomy is not limited to a
specific set of use cases such as medications but, rather, applies … subdomain encompasses two scenarios: 1) a recipient may find it more beneficial to override the PC CDS than … recommendation for an action
by the recipient in which it may be more beneficial to the patient to override than … This taxonomy is not limited to a specific set
of use cases such as medications but, rather, applies
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cdsic.ahrq.gov/sites/default/files/2024-12/OY2_Final%20Stakeholder%20Center%20Operational%20Framework.pdf
January 01, 2024 - 2 and 3 products, Workgroups will develop a Level 2 or 3 product that
focuses on a distinct scope rather … than building directly on a previous product.
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cdsic.ahrq.gov/sites/default/files/2025-03/SRF%20Standards%20for%20Patient%20Preferences.pdf
January 01, 2025 - Cognitive style”62 of the
patient; however, this code seems to specify observation of the provider rather … than a patient’s
preference. … Information
systems should have the ability to capture patient preferences over time rather than at … than at a
single point. … "self-management" - yields ability to self-
manage or healthcare activity rather than
preferences
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cdsic.ahrq.gov/sites/default/files/2023-06/InnovationCenterQ12023ProgressReportDraft.pdf
January 01, 2023 - world; 3) User control and freedom; 4) Consistency and
standards; 5) Error prevention; 6) Recognition rather … than recall; 7) Flexibility and efficiency of use; 8)
Aesthetic and minimalist design; 9) Help users
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cdsic.ahrq.gov/sites/default/files/2023-05/InnovationCenterQ4ProgressReportFinalForDTPFINAL.pdf
January 01, 2023 - world; 3) User control and freedom; 4) Consistency and standards; 5) Error prevention; 6) Recognition
rather … than recall; 7) Flexibility and efficiency of use; 8) Aesthetic and minimalist design; 9) Help users
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cdsic.ahrq.gov/sites/default/files/2024-09/Quartz%20Assessment%20Report_Public%20Version_0.pdf
January 01, 2024 - prior
efforts:
1) Natural language: A chatbot can allow more natural interaction with the patient, rather … than
automated text and prescribing numeric or simple text responses from the patient. … took 15-20 seconds for the app to load data when launched, when they would like to it to take less than … One patient suggested writing the scale as a
column rather than a list to improve readability. … [If end users were involved above] Other than the patient co-design process that we’re familiar
with
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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 - Rather
than communicated in a linear fashion or through a single source, information from the original … than guidance from less expert sources—or those with expertise in different areas. … peers express negative sentiments toward vaccination, that patient may seek
social reinforcement rather … than adhere to PC CDS recommendations regarding
immunization. … moderating effect on source
credibility,121 the extent of their respective impact is not fixed but rather
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cdsic.ahrq.gov/sites/default/files/2024-05/Innovation%20Center%20Q1%202024%20Progress%20Report.pdf
January 01, 2024 - discussed that gaps in measurement may be due
to projects focusing on early-stage PC CDS technologies rather … than more advanced
technologies.