Goose Creek is a river in the Hudson Bay drainage basin in Northern Manitoba, Canada. It runs from an unnamed lake to the Nelson River, which it enters as a left tributary. The river flows under the Hudson Bay Railway (passed by the Via Rail Winnipeg â Churchill train), between the flag stops of Weir River to the north and Charlebois to the south, close to its source; and under Manitoba Provincial Road 290 just before its mouth.