On my iOS 7 device, this happens when the Twitter username / password stored on the phone (accessible from the Settings app) is outdated / incorrect.
I was confused because I worked for some accounts, and not for others. You will find out if the account information is incorrect, because it reports this immediately after accessing the account in the Settings application.
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