Post-TMS correlations between model features and task performance.

(a-c) Task performance post-TMS versus the model transition value for three tasks: (a) verb generation (VG), (b) sentence completion (SC), and (c) number reading (NR). (d)-(f) Task performance post-TMS versus the functional effect within task-specific circuits for three tasks: (a) verb generation (VG), (b) sentence completion (SC), and (c) number reading (NR). The red lines represent a linear fit to the data for visual guidance. The corresponding Pearson correlation coefficients are given in Table 2. There is a significant correlation between the global transition value and task performance for the SC task (r = 0.68, 90% CI [0.32 0.87], p = 0.03) and between the functional effect and task performance of the NR task (r = 0.63, 90% CI [-0.07 0.88], p = 0.05) that are preserved across the different scales of brain parcellation (S2 Fig and S2 Table) but do not survive multiple comparison corrections.