In many places, steroids. Antibiotics to prevent secondary infection, and antihistamines to help inhibit the autoimmune response/"Cytokine storm." Also, in the old days there was a pneumonia treatment called NAC, that's helpful for both covid and long covid, but not Standard of Care.
(Also note the secondary infections are supposedly one of the main triggers of the cytokine storm.)