You are wrong.
Partly wrong, sure. If you are in custody, or under police control, they have a duty. But 100% of the case law where people (not under the control of the police) have been injured, and the injury might have been prevented if the police had acted, those cases are dismissed as a matter of law. Call 911 and the police never show up? No suit will stand.