I have been checking my Paypal invoices section via my browser on my mobile... Here it is still showing if an invoice has been "Viewed"... It is text based but works just fine. I to want my view icon back on the desktop browser, WTF? Anyways, try going on your mobile via chrome browser. Should work.
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