Take another look at the original sentence:
You wanted to fix it this way:
A comma with a coordinating conjunction like so is a perfectly legal way to correct a comma splice. However, you must choose a logical coordinating conjunction. So indicates result; it means the same thing as the transitional phrase as a result. Such a transition in the example above makes no sense.
You might want to consult the rules for fixing comma splices and fused sentences.