Background: Emergency Department (ED) overcrowding and lack of hospital bed capacity are pervasive problems made worse by the Covid-19 pandemic. Bed capacity is a significant concern at Academic Medical Centers (AMCs), as patients depend upon AMCs for specialized in-hospital care not available at other regional hospitals. Bed capacity shortage is acutely felt at rural AMCs, [...]

Background: The management of patients with COVID-19 is challenging for front-line healthcare providers given limited validated, evidence-based clinical decision support. Determining patient mortality risk is critical for effective triage, management, and discharge decision making. Numerous COVID-19 risk prediction models have been created, though the robustness of these models varies. The 4C Mortality Score, created by [...]

Background: Non-beneficial treatment can be defined as medical interventions that are ineffective in achieving a patient’s desired goals or subject patients to discomfort without significant clinical benefit. At times, critically-ill patients are declined Intensive Care Unit (ICU) admission due to perceived lack of benefit but continue to be medically managed on the general medical floor. [...]

Background: Non-beneficial treatment can be defined as medical interventions that are ineffective in achieving the desired goals or are “a disservice to patients who are subjected to ongoing and likely uncomfortable conditions with no benefit”. At times, critically ill patients are declined Intensive Care Unit (ICU) admission due to perceived lack of benefit from medical [...]

Background: In Hospital Medicine, triaging a patient is the process of evaluating an admitted patient and assigning the patient to an appropriate service. Triaging patients is a manual and challenging process which burdens Hospitalists. As with any manual process, there is an inherent risk of missed steps, and in the case of patient triage, the [...]