Kulverstukas:
It seems because of the state border there was no option for using another course for takeoff.
The Jepp charts have takeoff minimums for both Runway 07 and 24. I suspect Runway 07 requires Bogota ATC to coordinate with Maioquetia ATC, which probably results in some delay.