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The PAIR Center’s inclusive, impactful, and innovative research improves clinical practice and heath care policy.

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The PAIR Center brings together mission-driven faculty, staff, trainees and advisors who are committed to high-quality science and improving how we care for seriously ill patients.

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The PAIR Center is committed to forging multidisciplinary partnerships within Penn and the surrounding West Philadelphia community, and across the nation.

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Discover the latest in PAIR Center news, events, awards, and announcements.

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About
We generate high-quality evidence to advance healthcare policies and practices with the goal of improving the lives of all people affected by serious illness and removing the barriers to health equity that seriously ill patients commonly face.

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Publications

Explore selected publications to gain a deeper understanding of our work.

Close-up of Dr. Rachel Kohn at podium during the 2022 Roybal Retreat

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Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians’ encounter notes

Journal of the American Medical Informatics Association

January 1, 2022

PAIR Center Research Team

Jasmine Silvestri

Lyle Ungar

Blanca Himes

Scott Halpern

Gary Weissman

Word embeddings trained on published case reports are lightweight, effective for clinical tasks, and free of protected health information

Journal of Biomedical Informatics

January 1, 2022

PAIR Center Research Team

Lyle Ungar

Gary Weissman