For multivariable analyses, the proportions of imputed baseline values were: TB treatment status‐5.6%; pregnancy status‐5.3%; CD4 count‐17.1%; initial regimen‐15.6%; WHO stage‐34.0%. Here, CD4 is linked to tuberculosis.