How can I parse JSON with double quotes?

I’m having an issue when trying to parse an JSON returned by a service

the JSON returned looks something like this:

"{\"Description\":\"\\\"Hello world\\\"\"}"

And when I execute the JSON.parse I get the following error:

Uncaught SyntaxError: Expected property name or '}' in JSON at position 1

Am I missing anything?

Thanks in advance