Publications
Questions become
a body of work.
Explore our publications and presentations on clinical work, artificial intelligence, and medical education.
Publications
Rose C, Molins E, Schoeffler A, Kabeer R, Frank MR, Preiksaitis C. Will Artificial Intelligence Replace Me? Automation Susceptibility of Emergency Physician Tasks. Annals of Emergency Medicine. 2026.
Preiksaitis C, Alvarez A, Winkel M, Karamatsu M, Brown I, Sama N, Morris L, Lee J, Gubbels A, Wahl E, Frye A, Rose C. Ambient Artificial Intelligence Scribe Adoption and Documentation Time in the Emergency Department. Annals of Emergency Medicine. 2026.
Preiksaitis C, Alvarez A, Winkel M, Karamatsu M, Brown I, Sama N, Morris L, Lee JY, Gubbels A, Wahl E, Frye A, Schoeffler A, Gharahbaghian L, Rose C. Ambient AI Scribes and Emergency Department Documentation Burden: Retrospective Cohort Study. JMIR AI. 2026;5:e92193.
Preiksaitis C, Nord G, Davis J, Sangal R, Mackey C, Oh L, Rose C. SCALES-AI: A Supervision- and Context-Aligned Entrustment Framework for Integrating Artificial Intelligence Into Emergency Medicine Education. AEM Education and Training. 2026;10(3):e70195.
Rose C, Preiksaitis C. What Do We Mean When We Say “AI”? Why Context—not Volume—Should Guide Emergency Medicine. JACEP Open. 2026;7(1):100309. Published online December 26, 2025.
Preiksaitis C, Rose C. Opinion: The Greatest Fantasy in “The Pitt” Isn’t the Miracles, It’s Eye Contact. ACEP Now. Published online April 7, 2026.
Schoeffler A, Rose C, Preiksaitis C. Can Ambient AI Handle Emergency Medicine? Emergency Medicine News. Published online May 1, 2026.
Preiksaitis C, Hughes J, Kabeer R, Dixon W, Rose C. Quantifying Emergency Medicine Residency Learning Curves Using Natural Language Processing: Retrospective Cohort Study. JMIR Medical Education. 2025;11:e82326.
Rose C, Kabeer R, Bunney G, Preiksaitis C. Cultivating Health Care Innovation: Beyond the Disruption Paradigm. NEJM Catalyst Innovations in Care Delivery. 2025;6(10).
Preiksaitis C, Ashenburg N, Bunney G, Chu A, Kabeer R, Riley F, Ribeira R, Rose C. The Role of Large Language Models in Transforming Emergency Medicine: Scoping Review. JMIR Medical Informatics. 2024;12:e53787.
Preiksaitis C, Rose C. Diagnostic Dilemma: ChatGPT Can’t Tell You What You Don’t Already Know. Annals of Emergency Medicine. 2024;83(3):286–287.
Rose C, Preiksaitis C. AI Passed the Test, but Can It Make the Rounds? AEM Education and Training. 2024;8(6):e11044.
Preiksaitis C, Rose C. Opportunities, Challenges, and Future Directions of Generative Artificial Intelligence in Medical Education: Scoping Review. JMIR Medical Education. 2023;9:e48785.
Rose C, Barber R, Preiksaitis C, Kim I, Mishra N, Kayser K, Brown I, Gisondi M. A Conference (Missingness in Action) to Address Missingness in Data and AI in Health Care: Qualitative Thematic Analysis. Journal of Medical Internet Research. 2023;25:e49314.
Preiksaitis C, Sinsky CA, Rose C. ChatGPT is not the solution to physicians’ documentation burden. Nature Medicine. 2023;29(6):1296–1297.
Rose C, Preiksaitis C. Ghost in the inbox: AI may help alleviate the burden of patient messages. Evidence-Based Nursing. Published online 2023. doi:10.1136/ebnurs-2023-103770.
Preiksaitis C, Hughes J, Iscoe M, Makutonin M, Rider A, Melnick ER, Rose C. Running to Stand Still: EHR Efficiency and Workload Across Emergency Medicine Residency. AEM Education and Training. Accepted.
Preprints
Preprints have not completed peer review.
Peng D, Wang Y, Preiksaitis C, Rose C. SycoEval-EM: Sycophancy Evaluation of Large Language Models in Simulated Clinical Encounters for Emergency Care. arXiv [preprint]. January 23, 2026. arXiv:2601.16529.
Kim DA, Preiksaitis C, Rose C. Feasibility of Real-Time Cognitive Load Assessment Using Electronic Health Record Data and Wearable Sensors in Emergency Medicine: A Pilot Study. medRxiv [preprint]. June 3, 2025.
Published abstracts
Hughes J, Preiksaitis C, Kabeer R, Rose C. A Natural Experiment Comparing Three-Year and Four-Year Training Models. Annals of Emergency Medicine. 2025;86(3):S55–56.
Molins E, Rose C, Preiksaitis C. The Future of Work in Emergency Medicine: Susceptibility of Physician Tasks to AI Automation. Annals of Emergency Medicine. 2025;86(3):S90.
Ashenburg N, Preiksaitis C, Dayton J, Ribera R, Bunney G, Kabeer R, Riley F, Chu A, Rose C. 312 When AI Meets the Emergency Department: Realizing the Benefits of Large Language Models in Emergency Medicine. Annals of Emergency Medicine. 2023;82(4):S136.
Presentations
Schoeffler A, Preiksaitis C, Rose C, Brown IP. When AI meets the emergency department: rethinking how we evaluate clinical AI. Oral abstract, Redefining Healthcare in the Age of AI, a Nature Conference; September 2026; Paris, France.
Winkel M, Preiksaitis C, Alvarez A, Karamatsu M, Brown I, Sama N, Morris L, Lee JY, Gubbels A, Wahl E, Frye A, Gharahbagian L, Rose C. All Charts and No Play Makes Us a Dull Bunch. Oral abstract, SAEM Annual Meeting; May 2026; Atlanta, GA.
Hughes J, Preiksaitis C. Increasing Efficiency, Persistent Burden: Longitudinal Analysis of EHR Use and After-Hours Work in Emergency Medicine Residency. Oral abstract, SAEM Annual Meeting; May 2026; Atlanta, GA.
Hughes J, Preiksaitis C, Kabeer R, Rose C. Residency Learning Curves: Quantifying Clinical Case Exposure Patterns in Emergency Medicine Training. Oral abstract, SAEM Annual Meeting; May 2025; Philadelphia, PA.
Hughes J, Preiksaitis C, Kabeer R, Rose C. A Natural Experiment Comparing Three-Year and Four-Year Training Models. Plenary presentation, ACEP Scientific Assembly; October 2025; Salt Lake City, UT.
Molins E, Rose C, Preiksaitis C. The Future of Work in Emergency Medicine: Susceptibility of Physician Tasks to AI Automation. Oral abstract, ACEP Scientific Assembly; October 2025; Salt Lake City, UT.
Wang Y, Peng D, Preiksaitis C, Rose C. Large Language Model Sycophancy in Simulated Clinical Encounters. Poster, AMIA Annual Symposium; November 2025; Atlanta, GA.
Nakhasi A, Garcia A, Preiksaitis C, Rodriguez-Ormaza N, Rose C. Decoding STEMI Team Performance: EHR Audit Log Insights. Oral abstract, AMIA Annual Symposium; November 2025; Atlanta, GA.
Preiksaitis C, Ashenburg N, Bunney G, Chu AL, Kabeer R, Ribeira R, Rose C. From Triage to Treatment: Scoping the Role of Large Language Models in Transforming Emergency Medicine. Oral abstract, SAEM Annual Meeting; May 2024; Phoenix, AZ.