Ann Fam Med November 2022 PMID 36443071

Competencies for the Use of Artificial Intelligence in Primary Care.

Winston Liaw, Jacqueline K Kueper, Steven Lin, Andrew Bazemore, Ioannis Kakadiaris

Mentions

41
Peak: 7 in Dec 2022
across 5 sources since Nov 2022

Extended reach

59,522
potential audience

Total likes

38

Video views

141

Mentions per month

Nov 2022 – Nov 2025

Where it's discussed

  • X / Twitter21 posts
  • TikTok9 posts
  • News8 articles
  • YouTube2 videos
  • Blogs1 articles

AI synopsis

What people are saying

Discussions highlight the article’s emphasis on essential AI skills for clinicians and its potential to improve healthcare, with tone ranging from supportive to urgent. Phrases like 'revolution' and 'must adapt' underscore strong enthusiasm, while references to systematic approaches and training imply deep engagement and recognition of high impact.

AgreementModerate agreement

Most discussions emphasize the importance and necessity of integrating AI competencies in primary care, showing overall support for the publication's focus.

InterestHigh interest

The conversations demonstrate high interest, with mentions of AI's revolutionary potential and calls for action, reflecting enthusiasm for the topic.

EngagementHigh engagement

Posts actively analyze the article's key points and advocate for adopting AI training, indicating deep engagement in understanding and applying concepts.

ImpactHigh impact

The discussion reflects recognition of AI's transformative effect on healthcare, with mentions of systematic approaches and future training needs indicating high perceived impact.

Abstract in brief

  • The integration of AI into primary care has great potential to improve patient outcomes, health equity, and reduce costs, but improper use or lack of training could cause harm and worsen inequalities.
  • To ensure effective and safe use of AI tools, six key competency areas are proposed for primary care clinicians: understanding the tools, critically assessing their usefulness, knowing when to use them, technical usage, communicating with patients about AI, and being aware of potential unintended side effects.
  • Despite challenges due to existing medical training and rapidly evolving technology, even small steps to enhance AI-related education in primary care can lead to significant benefits for clinicians and patients over time.]

Top posts

Most liked on X and Bluesky
AIM AHEAD CONSORTIUM
@AIM_AHEAD · X

The artificial intelligence (#AI) revolution is here, and primary care clinicians must adapt. Take a look on what needs to be done what is needed to train primary care clinicians to competently work with AI to advance overall healthcare. https://t.co/IYkYfeBfyn

Dec 1, 2022 · 12 likes · 4 shares · 486 followers View post →
Annals of Family Medicine
@AnnFamMed · X

Researchers from @UHouston advocate for a patient-centric approach to the implementation of tools that leverage AI for health. They present a systematic approach to help clinicians better assess the risks/benefits of new tools prior to implementation. https://t.co/A5VeXEdREN https://t.co/FuzlPYUryo

Jan 2, 2023 · 8 likes · 4 shares · 8,839 followers View post →
Annals of Family Medicine
@AnnFamMed · X

As the demand for AI grows in the healthcare field, researchers from @UHouston propose six domains primary care providers should consider when deploying AI-based tools & technologies. https://t.co/A5VeXEdREN https://t.co/Kzt8wm7H7O

Dec 16, 2022 · 6 likes · 1 share · 8,839 followers View post →
Shibata Masashi@GP×EBM
@EbmShibanyan · X

@ph_minimal モスバーガーのJKも鋭いぼやきしてますね!

Feb 5, 2025 · 3 likes · 2 shares · 1,726 followers View post →
山里海医学共育プロジェクト
@yamasatoumi_pj · X

今回の山里海ジャーナルクラブでは、Yahooニュースで取り上げられた『ChatGPTは「医師よりも正確に病気を診断」する (https://t.co/eEjCAZG5Ab… ) 』の元論文を取り上げ、内容について解説していきます。 #Yahooニュース https://t.co/F26afCI4Aa

Nov 27, 2024 · 3 likes · 1 share · 68 followers View post →
山里海医学共育プロジェクト
@yamasatoumi_pj · X

Additionally, we reference the article on competencies for AI use in primary care, highlighting essential skills and knowledge for proper AI integration. Join us to deepen your understanding of AI's role in healthcare and consider its future implications. https://t.co/qiSNjUJ9Cr

Nov 27, 2024 · 1 like · 68 followers View post →

All mentions

DoppelpaSS
@svb_sur_1904 · X

RT @EbmShibanyan: @ph_minimal モスバーガーのJKも鋭いぼやきしてますね!

Feb 5, 2025 · 2 shares · 437 followers View post →
Shibata Masashi@GP×EBM
@EbmShibanyan · X

@ph_minimal モスバーガーのJKも鋭いぼやきしてますね!

Feb 5, 2025 · 3 likes · 2 shares · 1,726 followers View post →
山里海医学共育プロジェクト
@yamasatoumi_pj · X

Additionally, we reference the article on competencies for AI use in primary care, highlighting essential skills and knowledge for proper AI integration. Join us to deepen your understanding of AI's role in healthcare and consider its future implications. https://t.co/qiSNjUJ9Cr

Nov 27, 2024 · 1 like · 68 followers View post →
Shoei
@shoei05 · X

RT @yamasatoumi_pj: 今回の山里海ジャーナルクラブでは、Yahooニュースで取り上げられた『ChatGPTは「医師よりも正確に病気を診断」する (https://t.co/eEjCAZG5Ab… ) 』の元論文を取り上げ、内容について解説していきます。 #Ya…

Nov 27, 2024 · 1 share · 4,375 followers View post →
山里海医学共育プロジェクト
@yamasatoumi_pj · X

今回の山里海ジャーナルクラブでは、Yahooニュースで取り上げられた『ChatGPTは「医師よりも正確に病気を診断」する (https://t.co/eEjCAZG5Ab… ) 』の元論文を取り上げ、内容について解説していきます。 #Yahooニュース https://t.co/F26afCI4Aa

Nov 27, 2024 · 3 likes · 1 share · 68 followers View post →
山里海医学共育プロジェクト
@yamasatoumi_pj · X

関連論文: Liaw, Winston, et al. "Competencies for the use of artificial intelligence in primary care." The Annals of Family Medicine 20.6 (2022): 559-563. https://t.co/HNxdpGp951

Nov 7, 2024 · 68 followers View post →
山里海医学共育プロジェクト
@yamasatoumi_pj · X

医療現場でAIツールの活用が進む中、臨床医はどのようなスキルを身につける必要があるのでしょうか?AIを安全かつ効果的に活用し、患者のケアを向上させるために必要な6つのコンピテンシーについて解説します。#生成AI #医学教育 https://t.co/CnfDzQmCSM

Nov 7, 2024 · 68 followers View post →
Shoei
@shoei05 · X

Liawらの総説によると、プライマリ・ケア領域で AI について必要な内容は、①基盤となる知識、②批判的吟味、③医療上の意思決定、④利用の技法、⑤患者とのコミュニケーション、⑥有害事象、の6つである(https://t.co/AXEQquq4F6 ) https://t.co/YsRVMeZB6P

Dec 13, 2023 · 4,375 followers View post →
Kikochan
@Kikobking · X

RT @AnnFamMed: Researchers from @UHouston advocate for a patient-centric approach to the implementation of tools that leverage AI for healt…

Jan 2, 2023 · 4 shares · 6 followers View post →
Caroline Richardson, MD
@CRichardsonmd · X

RT @AnnFamMed: Researchers from @UHouston advocate for a patient-centric approach to the implementation of tools that leverage AI for healt…

Jan 2, 2023 · 4 shares · 900 followers View post →
Peter Bower
@Bowercpcman · X

RT @AnnFamMed: Researchers from @UHouston advocate for a patient-centric approach to the implementation of tools that leverage AI for healt…

Jan 2, 2023 · 4 shares · 953 followers View post →
Annals of Family Medicine
@AnnFamMed · X

Researchers from @UHouston advocate for a patient-centric approach to the implementation of tools that leverage AI for health. They present a systematic approach to help clinicians better assess the risks/benefits of new tools prior to implementation. https://t.co/A5VeXEdREN https://t.co/FuzlPYUryo

Jan 2, 2023 · 8 likes · 4 shares · 8,839 followers View post →
IMA Family Medicine
@_familymedicine · X

Competencies for the Use of Artificial Intelligence in Primary Care https://t.co/6Dbehm2o2i

Dec 27, 2022 · 5,509 followers View post →
Annals of Family Medicine
@AnnFamMed · X

As the demand for AI grows in the healthcare field, researchers from @UHouston propose six domains primary care providers should consider when deploying AI-based tools & technologies. https://t.co/A5VeXEdREN https://t.co/Kzt8wm7H7O

Dec 16, 2022 · 6 likes · 1 share · 8,839 followers View post →
Mary M Lucas
@mary_m_lucas · X

RT @AIM_AHEAD: The artificial intelligence (#AI) revolution is here, and primary care clinicians must adapt. Take a look on what needs to b…

Dec 6, 2022 · 4 shares · 962 followers View post →
Frank Kato
@Sekuwanda · X

RT @AIM_AHEAD: The artificial intelligence (#AI) revolution is here, and primary care clinicians must adapt. Take a look on what needs to b…

Dec 5, 2022 · 4 shares · 2,209 followers View post →
Rohan @ Ai2SaaS
@Ai2SaaS · X

RT @AIM_AHEAD: The artificial intelligence (#AI) revolution is here, and primary care clinicians must adapt. Take a look on what needs to b…

Dec 2, 2022 · 4 shares · 126 followers View post →
NIH Office of Data Science Strategy
@NIHDataScience · X

RT @AIM_AHEAD: The artificial intelligence (#AI) revolution is here, and primary care clinicians must adapt. Take a look on what needs to b…

Dec 1, 2022 · 4 shares · 12,761 followers View post →
AIM AHEAD CONSORTIUM
@AIM_AHEAD · X

The artificial intelligence (#AI) revolution is here, and primary care clinicians must adapt. Take a look on what needs to be done what is needed to train primary care clinicians to competently work with AI to advance overall healthcare. https://t.co/IYkYfeBfyn

Dec 1, 2022 · 12 likes · 4 shares · 486 followers View post →
IMA Family Medicine
@_familymedicine · X

Competencies for the Use of Artificial Intelligence in Primary Care https://t.co/9eWOdBMhLT

Nov 29, 2022 · 5,509 followers View post →
INDoximity
@indoximity · X

Competencies for the Use of Artificial Intelligence in Primary Care [Special Reports] https://t.co/xZJnOTX2ML #Physicians

Nov 28, 2022 · 831 followers View post →
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