New answers tagged priority-inbox
It doesn't look like you can. When configuring a custom section for Priority Inbox, your option for messages is either: Inbox and one of (Important and Unread, Important, Unread, Starred) OR All from one particular label. You can't define a search (label:my-label is:unread for instance) for a priority inbox section.
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