There may be bacteria in or around the urethra but they normally cannot enter the bladder. A catheter can pick up bacteria from the urethra and allow them into the bladder, causing an infection to start
Most bladder infections in women are so-called ascending infections, which means that they are caused by microbes traveling upward through the urethra to the bladder.