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The semiclassical propagation of Gaussian wave packets by complex classical trajectories involves multiple contributing and noncontributing solutions interspersed by phase space caustics. Although the phase space caustics do not generally lie exactly on the relevant trajectories, they might strongly affect the semiclassical evolution depending on their proximity to them. In this paper we derive a third order regular semiclassical approximation which correctly accounts for the caustics and which is finite everywhere. We test the regular formula for the potential $V(x)=1/x^2$, where the complex classical trajectories and phase space caustics can be computed analytically. We make a detailed analysis of the structure of the complex functions involved in the saddle point approximations and show how the changes in the steepest descent integration contour control both the contributing and non-contributing trajectories and the type of Airy function that appears in the regular approximation.