mrjackson's advice is correct. The wikipedia article you cited says: "Deep discharge may short-circuit the cell, in which case recharging would be unsafe." Phones and laptops shut off before the cells get that low. If you drain it fully (e.g. by connecting a resistive load) then you run a risk when you charge it.