If my kids are sick I stay open and either 1) my husband stays home to watch them or 2) they stay upstairs (my eldest is fine to do this) and watch movies and I keep an eye on them via video monitor. My daycare is separate from my home (in the basement) so this works well.
I don't get sick days and if I do close because I am sick it is unpaid.