Hi, what task are you assuming?
If you use sigmoid output as label confidence score (or sort of this),

using top-k outputs as estimated labels
or
setting threshold t for discrimination ( as you set t = 0.5 )

are common usage, I guess. ( So, I mean your example is one of them. )