A US federal judge kept her job after a chamber affair with a police officer sparked outrage. The incident in the 11th judicial circuit involved misconduct, false statements, later confirmed by evidence. Despite this, she faced only minor restrictions, no suspension, drawing criticism over accountability in the justice system. An internal probe into the officer is also underway.