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Weber, Griffin M, Chuan Hong, Nathan P Palmer, Paul Avillach, Shawn N Murphy, Alba Guti\ errez-Sacrist\ an, Zongqi Xia, et al. 2021. “International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe Covid-19: Leveraging the 4ce Collaborative across 342 Hospitals and 6 Countries: A Retrospective Cohort Study”. MedRxiv.

Huflman, Lynne C, and Gabriel A Brat. 2010. “Impact of Managed Care on Publicly Insured Children With Special Health Care Needs.”

Beaulieu-Jones, Brett K, William Yuan, Gabriel A Brat, Andrew L Beam, Griffin Weber, Marshall Ruffin, and Isaac S Kohane. 2021. “Machine Learning for Patient Risk Stratification: Standing On, or Looking Over, the Shoulders of Clinicians?”. NPJ Digital Medicine 4 (1): 62.

Kennedy, Chris J, Jayson S Marwaha, Pamela Scalise, Kortney Robinson, Brandon Booth, Aaron Fleishman, and Gabriel Brat. 2021. “A Nonresponse-Adjusted Text Message-to-Web Survey Provides Sustainable Post-Discharge Opioid Consumption Data From Surgical Patients”. Journal of the American College of Surgeons 233 (5): e95.

Klann, Jeffrey G, Griffin M Weber, Hossein Estiri, Bertrand Moal, Paul Avillach, Chuan Hong, Victor M Castro, et al. 2020. “Validation of a Derived International Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data.”

Marwaha, Jayson S, Brendin R Beaulieu-Jones, Chris J Kennedy, Larry A Nathanson, Kortney Robinson, Manu Tandon, and Gabriel A Brat. 2022. “Design, Implementation, and Clinical Impact of a Machine Learning—assisted Intervention Bundle to Improve Opioid Prescribing”. NEJM Catalyst Innovations in Care Delivery 3 (4): CAT—21.

Zhang, Harrison G, Arianna Dagliati, Zahra Shakeri Hossein Abad, Xin Xiong, Clara-Lea Bonzel, Zongqi Xia, Bryce WQ Tan, et al. 2022. “International Electronic Health Record-Derived Post-Acute Sequelae Profiles of COVID-19 Patients”. NPJ Digital Medicine 5 (1): 81.

Marwaha, Jayson S, Hao Wei Chen, Karl Habashy, Jeff Choi, David A Spain, and Gabriel A Brat. 2023. “Appraising the Quality of Development and Reporting in Surgical Prediction Models”. JAMA Surgery 158 (2): 214-16.

an, Alba Guti\ errez-Sacrist\, Arnaud Serret-Larmande, Meghan R Hutch, Carlos S\ aez, Bruce J Aronow, Surbhi Bhatnagar, Clara-Lea Bonzel, et al. 2022. “Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic”. JAMA Network Open 5 (12): e2246548—e2246548.

Arndt, Kevin R, Kortney A Robinson, Brian Yorkgitis, and Gabriel Brat. 2023. “Retention of Knowledge After Opioid Education in Surgical Interns”. The American Surgeon™ 89 (12): 5619-25.