First get the fault codes read. When present, repair these (or have them repaired).
Then have the throttle pot signal checked by the dealer or reputable independent.
Recalibrating is not needed EVER, unless something spiked the ecu, like electric welding, a defective alternator or a poorly performed start-help. But then you would need an new ecu is most cases.