There are different types of proof, legal, scientific/medical (experimental?), mathematical, etc.
The first two proof are judgements based on probability and not absolute statements.
i.e. for a murder case its the most likely case that the accused did the murder
In comparison a proof of Pythaogras' Theorem isn't having just a single right triangle applying or a thousand right triangles applying, as a single case that exists that disproves the theory would mean all these answer do not apply.
In math, it is a reasoned argument that shows such a theory is true that makes a proof! :)
TLDR A mathematical proof is a
reasoned argument, not an accumulation of evidence. Consequently, the truth of mathematical statements can be known with 100% certainty. A mathematical statement which has been proved to be true is called a theorem. A mathematical statement that is yet to be proved is called a conjecture.
Mathematics has a higher standard of proof than most disciplines
Theorems build upon other theorems; proof of new theorems rarely refer directly to axioms. It's like a brick tower where the foundation is the axioms and the walls are the theorems. You can trace a theorem from the top to the axioms that help prove it.