It all depends on the amount of bedding…
For a possible solution for ice accumulation created by snow being stuck and compressed in the shoe please have a look at Hoof: Winterizing.
After the farrier
Any suggestions why the pads are used in Summer?
No ice in the shoes shod with pads.