First, you may be misunderstanding the difference between a scientific theory and how people use the word colloquially.

A scientific theory is a well-substantiated explanation of some aspect of the natural world, based on a body of facts that have been repeatedly confirmed through observation and experiment. Such fact-supported theories are not "guesses" but reliable accounts of the real world. Definition

This is why we still have things like the theory of gravity or germ theory.