A new study, published in the journal JAMA Network Open, looked at the risk factors for severe cases of COVID-19 analyzing the progression of the disease over time. Everything was achieved thanks to the support of machine learning models to predict which hospitalized patients would develop a severe course based on information gathered during the first day of hospitalization.