As nouns,
psychiatric hospital is a hyponym of
infirmary; that is, psychiatric hospital is a
word with a more specific, narrower meaning than
infirmary:
infirmary: a health facility where patients receive treatment
psychiatric hospital: a hospital for mentally incompetent or unbalanced person