Indeed, I did not conduct a "clean" experiment.
I measured the voltage with different devices. This is most likely a mistake.
Now I measured the consumption current, it is about 29 μA.
With such consumption, the CR123a battery should lose only 8.5% of its capacity in six months.
So, after all...