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Musculature
Technical Term
Used in discussions related to bodybuilding, fitness or anatomy, where muscle details matter. 
Not Muscular
'Musculature' refers to the muscle system, not describing someone as 'muscular'. 
Neutral Tone
The word carries no positive or negative connotation by itself, it's a neutral term. 