The government doesn't give a shit when this same doctrine results in unarmed people being shot a year because cops "felt threatened".

Extremely rare, also unarmed does not mean harmless. Qualified immunity should not exist as a defense though, since everyone should be accountable for their mistakes. The courts should take a look the circumstances on a case by case basis.