Can I go to Canada for my bachelors after a gap of three years? Will I get the study visa?

Gap in your studies would not come in your way to get the visa to Canada. But yes, admission to Colleges there can become difficult Utsav. But you must surely try. It is worth it.

Yes, you can get visa for Canada. The gap will not matter.