Back in the day I worked in a dairy company as an IT guy. When the RFID antennas would need a reboot I had to go to the deep freeze storage (-40 Celsius), walk in with a ladder, climb the ladder, switch off and then on (IT crowd style), wait to see the green light bleeping, and then climb down and leave as fast as I could.
The whole thing would take 40-50 seconds (I was counting EVERY time). I couldn't wear gloves, because ladder/switch. I was wearing all other gear though. Touching anything (aluminum ladders get cold very fast at -40)(so are walls, switches, everything).
I did this process a couple of times wearing just jeans and tshirt. In that "less than a minute" my clothes would freeze solid, the wool was hardning and it felt like wearing a plank. Same with jeans.
In other cold related story, I was in a "cold country", out in the open, -25 Celsius, my phone rang, my gloves didn't have the electro-thingie so I couldn't "slide to answer" so I too my glove off, answered, talked for 60 seconds. Then I went to a warm pub, and after 10mins I could bend my fingers again.
Yes cold can .... you up badly in seconds.