Palo Alto Institute

Perspectives on Gender Equity: A National Survey of Pediatric Hospital Medicine Division Leaders

OBJECTIVE: To assess pediatric hospital medicine (PHM) division leaders' perspectives on gender equity in their divisions and organizations. METHODS: In 2025, we conducted a cross-sectional Research Electronic Data Capture survey distributed via email to 236 PHM division leaders....

Aligning protein-generative models to experimental fitness with ProteinDPO

Abstract Biological generative models can predict biological functions without task-specific training data but often under-perform specialized models. This is due to a fundamental ‘alignment gap’, where the rules learned during unsupervised training are not related to the functio...