Truace
Subscribe
55/100

Moderate evidence

ProblemPublished recordHealthProblem Space

Full story
More
Export record JSONEmailLinkedInX

High Use, Low Preparation: A Needs Assessment to Inform Curriculum Development for AI in Residency and Fellowship Training

Truvace record
TRV-2026-2434raw data (JSON)
Version
v1Published
First published
Sources
1 sourcePeer-reviewed
sha256
a81241f073d8…check it

Generative artificial intelligence (Gen-AI) has rapidly entered clinical environments, posing a risk of "cognitive offloading" that may impede the development of independent clinical judgment. This study conducted a cross-sectional survey of residents, fellows, and faculty at a large academic medical center in January 2026 to quantify Gen-AI utilization and perceptions in physical medicine and rehabilitation (PM&R) to inform curriculum development. Thirty-six trainees (95% response rate) and 11 faculty members (…

The problem

Generative artificial intelligence (Gen-AI) has rapidly entered clinical environments, posing a risk of "cognitive offloading" that may impede the development of independent clinical judgment.

Sources

1 on file
  1. American Journal of Physical Medicine & Rehabilitationdoi:10.1097/phm.0000000000003198
    Peer-reviewed2026-11-02

Cite this record

v1

Truvace Impact Record TRV-2026-2434, v1: “High Use, Low Preparation: A Needs Assessment to Inform Curriculum Development for AI in Residency and Fellowship Training.” Truvace, 2026-11-09. /record/TRV-2026-2434 (accessed on the day you copy it). sha256 a81241f073d8be2b…

Change history

1 version

Every change made to this record since it was first published, and why. Nothing has changed since it went up.

  1. Publishedv1a81241f073d8…

    Certified into the record

Check this record hasn’t been altered

Check this record hasn’t been altered
How to check it yourself, without trusting this page

Download any version from /api/record/TRV-2026-2434 and hash its canonical field yourself, for example with shasum -a 256. You should get its content_hash. Each version’s text also ends with prev:and the hash of the version before it (version 1 points to 64 zeros). If anyone had changed a single character of any version after it was saved, those hashes wouldn’t line up.