The variables included in the multivariate model represented components of the pathophysiological triad characterizing the acute phase of severe COVID-19: hemodynamic compromise (systolic blood pressure), respiratory failure (oxygen saturation), and systemic inflammation (CRP). The gene discussed is CRP; the disease is respiratory failure.