As Reaper stated it very possible you could be doing compressions on a neonate/infant with a pulse, many are non perfusing rates and compressions should be initiated.
my service had a call for a 24 yo f not breathing, not sure of the specifics, but reminded me of this thread. if I had been up earlier I would have gone to assist.
