Evidence map›Paper›PMID 42317803›Full record

ArticleAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science2026

Development of a Pilot Artificial Intelligence Education Curriculum for Hospital Staff.

Brian Lefchak, Uzoma Abakporo, Gagandeep Anand, Justin Gaines, Christopher Adams, Ryan Jelinek

Abstract read
In one paragraph

Article in AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Brian LefchakUniversity of Minnesota, Minneapolis, MN.
Uzoma AbakporoHennepin Healthcare, Minneapolis, MN.
Gagandeep AnandUniversity of Minnesota, Minneapolis, MN.
Justin GainesHennepin Healthcare, Minneapolis, MN.
Christopher AdamsUniversity of Minnesota, Minneapolis, MN.
Ryan JelinekHennepin Healthcare, Minneapolis, MN.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Artificial intelligence (AI) is rapidly advancing, yet many healthcare staff lack foundational knowledge, risking inefficient or unsafe use. To address this, we developed an internal voluntary AI Primer pilot curriculum for all staff, including non-clinicians, within a safety-net health system. The micro-learning program included six modules featuring creative AI-generated content to enhance engagement. In its first three months, 80 staff voluntarily enrolled, generating over 500 views. Participants completing an optional post-course survey (n = 7) scored highly on post-course assessments (86-100%), found the content relevant, and felt it addressed AI safety (85%). Most appreciated the design, and nearly one-third enrolled out of curiosity about AI in healthcare. Our pilot's findings contribute to a nascent body of literature and demonstrate that a multimodal education/entertainment approach can promote AI literacy across a diverse range of hospital roles in a scalable manner. Future efforts may incorporate clinical examples and strategies to expand participation.

Identifiers

PMID42317803
PMCPMC13274320

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.