Quality of Evidence
The overall confidence in the NMA effect estimate for the primary outcomes of treatment failure and requirement of mechanical ventilation was moderate for HFNC vs CPAP ; CPAP vs NIPPV comparisons and low to very low for other comparisons. The quality of evidence was low to very low for all other secondary outcomes for the different comparisons. The GRADE table is given in Table 4 .