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Viscera
Medical Term
Used often in medical or anatomical contexts to talk about body organs. 
Not for Casual Use
It's formal and technical; not used in everyday conversation about the body. 
Metaphorically Speaking
Sometimes used metaphorically to mean the innermost or essential part. 