"Shallow" singer Lady ___ (4)
I believe the answer is:
gaga
(Other definitions for gaga that I've seen before include "dotty" , "Slightly mad (colloq.)" , "Somewhat demented" , "Barmy joke, third in cracker" , "Senile or crazy in repetitive way" .)