Metric vs PSD matrix

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What is the relation between a positive semidefinite matrix (a symmetric matrix whose eigenvalues are nonnegative) and a metric matrix (a matrix with triangle inequality, symmetry, and zero on the main diagonal)?

My intuition says there is some relation between these two....