Factors Affecting Length of Stay for Children Hospitalized After Pediatric Surgical Procedures.

Background: Understanding the postoperative length of stay (LOS) by surgical procedure is important for hospital medicine clinicians involved in surgical co-management. We assessed variation in postoperative LOS for children after elective surgical procedures and risk factors for prolonged LOS.

Methods: This study is a retrospective analysis of pediatric patients undergoing elective surgical procedures between January 1, 2018 and October 1, 2021 with postoperative hospitalization for recovery at a freestanding children's hospital.

Room-temperature spin injection across a chiral perovskite/III-V interface.

Spin accumulation in semiconductor structures at room temperature and without magnetic fields is key to enable a broader range of optoelectronic functionality. Current efforts are limited owing to inherent inefficiencies associated with spin injection across semiconductor interfaces. Here we demonstrate spin injection across chiral halide perovskite/III-V interfaces achieving spin accumulation in a standard semiconductor III-V (AlGa)InP multiple quantum well light-emitting diode.

Assessing the Utility of a Machine-Learning Model to Assist With the Assignment of the American Society of Anesthesiology Physical Status Classification in Pediatric Patients.

Background: The American Society of Anesthesiologists Physical Status Classification System (ASA-PS) is used to classify patients' health before delivering an anesthetic. Assigning an ASA-PS Classification score to pediatric patients can be challenging due to the vast array of chronic conditions present in the pediatric population. The specific aims of this study were to (1) suggest an ASA-PS score for pediatric patients undergoing elective surgical procedures using machine-learning (ML) methods; and (2) assess the impact of presenting the suggested ASA-PS score to clinicians when making their final ASA-PS assignment.