Assessing Risk Factors for Cognitive Decline Using Electronic Health Record Data: A Scoping Review.

Background: The data and information contained within electronic health records (EHR) provide a rich, diverse, longitudinal view of real-world patient histories, offering valuable opportunities to study antecedent risk factors for cognitive decline. However, the extent to which such records' data have been utilized to elucidate the risk factors of cognitive decline remains unclear.

Methods: A scoping review was conducted following the PRISMA guideline, examining articles published between January 2010 and April 2023, from PubMed, Web of Science, and CINAHL.

Orthopaedic Surgery Residency Program Websites: Assessing Information Gaps and Opportunities for Attracting Applicants.

Introduction: The quality and volume of information on orthopaedic surgery residency program websites are helpful for informed decision making of prospective applicants. The purpose of this study was to evaluate the content on orthopaedic surgery residency program websites and identify areas for improvement.

Methods: In November 2023, 203 orthopaedic surgery residency programs were reviewed using the Association of American Medical Colleges Residency Explorer tool.

Phase response theory explains cluster formation in sparsely but strongly connected inhibitory neural networks and effects of jitter due to sparse connectivity.

We show how to predict whether a neural network will exhibit global synchrony (a one-cluster state) or a two-cluster state based on the assumption of pulsatile coupling and critically dependent upon the phase response curve (PRC) generated by the appropriate perturbation from a partner cluster. Our results hold for a monotonically increasing (meaning longer delays as the phase increases) PRC, which likely characterizes inhibitory fast-spiking basket and cortical low-threshold-spiking interneurons in response to strong inhibition. Conduction delays stabilize synchrony for this PRC shape, whereas they destroy two-cluster states, the former by avoiding a destabilizing discontinuity and the latter by approaching it.