Sentence:  Although medical history is always "relevant" to diagnosis, it is sometimes <WSD>noncontributory</WSD>, shedding no light on possible causes of symptoms. 
Meaning of the word marked with <WSD> tags:  Not being a contributing factor (to a decision, analysis, or situation), such as not contributing to a medical diagnosis.