Okay I managed to jump it earlier leaving the fuse in and fans were really noisy again. I let it run for a good while and*took it for a quick loop around the block and seemed to drive fine, but I noticed this temperature gauge on the left in the picture below didn't move at all from the bottom the entire time. To be honest I am not the most mechanically minded, so not sure if this is normal as it is my wifes car usually.

Anyway after turning the engine off the fans continued to run and I have removed the fuse for now not to kill the battery again.