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MIMIC-IV-Ext-DeVisE. Counterfactual ICU Admission Notes for Behavioral Evaluation of Medical Language Models

Camila Zurdo Tagliabue, Iacer Calixto, Erkut Erdem, et al.

MIMIC-IV-Ext-DeVisE contains counterfactual ICU admission notes designed to enable controlled behavioral evaluation of medical large language models (LLMs) to clinically meaningful perturbations in patient data. It was created as part of the DeVisE …
Published: Oct. 30, 2026. Version: 1.0.0