Two novel calculators for predicting which patients admitted to the hospital with COVID-19 are at greatest risk of requiring mechanical ventilation or of in-hospital death have been developed and validated by Massachusetts General Hospital (MGH). In a study published in The Lancet’s EClinicalMedicine, researchers describe how these models could enable clinicians to better stratify risk in COVID-infected patients to optimize care and resource utilization in hospitals faced with ICU capacity constraints.