In more detailed terms, when scientific findings -- such as those conclusions drawn from clinical trials -- are used to develop medical protocols for medical diagnosis or treatment, then those protocols are considered to be evidence-based. Studies are conducted, evidence is collected, then those protocols are developed to yield the best statistical outcomes for patients.
A more thorough explanation of evidence-based medicine is available from the British Medical Journal.

