I can smell when a diabetic is getting hyperglycemic. It's just a specific scent.

I am sure it's the same for a dog.

I read about an older lady that could smell when a person was getting Parkinson's disease.

Once you recognize a scent you just know when you smell it again. And scent is chemical identification.

You can read about Joy Milne the Parkinson's sniffer here.