It's most likely caused by abnormal response of the immune system with environmental and genetic factors playing a role, but the exact etiology remains unclear.
And to make a diagnosis of crohn's your doctor has to do a colonoscopy and get a biopsy, so it's highly unlikely to be a misdiagnosis