If it has a word like 'standard' in it, you would assume there is a measure or definition for that standard, not just 'not the worst.'

Best doctor in the country can quite easily still be "bronze standard."

There's an expectation of quality in saying something is Gold Standard, it's not an entirely arbitrary label.