Severe depression/anxiety can't be treated with CBT
Yes, that is the consensus view among psychiatrists and clinical psychologists (e.g., Parker et al., 2012). A commonly referenced authoritative guideline for treatment of major depressive disorder is the NICE guide.  

Reference
Parker et al., Acta Psychiatr Scand (2013); 128(4): 271-81