In most conditions, Chinese Mandarin doesn't divide "rat" and "mouse", but 鼠 and 老鼠 can mean different creatures. 鼠 means various of mouse-like creatures, like voles, hamsters, guinea pigs and so on, while 老鼠 only means rat, that grey little creature.
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