While there isn't exactly a science of causation, there is a principle of causation, which is called causality.
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Science with no immediate application is called pure science.
physical science
According to Hippocrates the theories of disease causation are the 4 humors, blood, phlegm, yellow and black bile.
Yes is called the rebirth of the science of medicine
The process of discovery in science is called the scientific method.