In-context: January 5, 2026

Written By Alyssa Pradhan
 

In-context: January 5, 2026

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points.

  • 00:30 - LLMs Can Do Medical Harm: Stress-Testing Clinical Decisions Under Social Pressure

  • 09:30 - Measuring provider-level differences in perioperative workflow using computer vision-based artificial intelligence

  • 12:55 - Heterogenous effect of automated alerts on mortality

Some resources and papers we discuss:

Omar M et al 2025. LLMs Can Do Medical Harm: Stress-Testing Clinical Decisions Under Social Pressure medRxiv 2025.11.25.25340972; doi: https://doi.org/10.1101/2025.11.25.25340972 [preprint]

Loo T, Mcglennen B, Incavo S, Hilger N. Measuring provider-level differences in perioperative workflow using computer vision-based artificial intelligence. BMJ Health Care Inform. 2025 Dec 21;32(1):e101591. doi: 10.1136/bmjhci-2025-101591. PMID: 41423316; PMCID: PMC12718557.

Wissel BD, Percy Z, Zachem TJ, Beaulieu-Jones B, Kohane IS, Goldstein SL, Gecili E, Dexheimer JW. Heterogenous effect of automated alerts on mortality. J Am Med Inform Assoc. 2025 Dec 25:ocaf222. doi: 10.1093/jamia/ocaf222. Epub ahead of print. PMID: 41445428.

 
 
Alyssa Pradhan
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In-context: December 2, 2025