Background: Hospitalized COIVD-19 patients are complex and heterogenous with regards to socio-demographics and comorbidities and many patients are at heightened risk for adverse clinical outcome. Early risk stratification enables clinical decision making for appropriateness and timeliness of interventions. Since the pandemic began, more than 100 models to forecast prognosis for hospitalized patients with COVID 19 [...]