Model 9 (GM HAI, IgG, IgM, and an acute GM HAI univariate mixture model, Fig 3) consistently performed well across both RT-PCR and combined serological definitions of infection (Table 2), where it had high sensitivity (96.1% and 85.2%) and specificity (86.2% and 97.7%). The gene discussed is CD40LG; the disease is infection.