Table 1.

The neural features containing the most information for each of the models that performed above chance estimates.

Dual vs. Control		Dual vs. MIA		Dual vs. AE
Male	Female	Male	Female	Male	Female
ILL – CA1R α	ILR lγ	----	ILR β	CA1R β	CA1L β
CA1R lγ	ILR δ	----	ILR lγ	PLL δ	NAcL β
PLR α	ILR θ	----	ILR hγ	PLR δ	ILR β
NAcL δ	ILL δ	----	PLL β	PLL θ	PLL β
ILL – CA1L α	ILL lγ	----	ILL β	CA1L β	ILR lγ

The 5 LFP features with the highest individual predictive accuracies of Dual vs. Control, Dual vs. MIA in females, and Dual vs. AE. Frequency bands [delta (δ), theta (θ), alpha (α), beta (β), low gamma (lγ), and high gamma (hγ)] are described for power features within, and coherence between, neural sites (NAc nucleus accumbens shell, CA1 dorsal hippocampus, PL prelimbic mPFC, IL infralimbic mPFC). Left or right hemisphere is depicted as a subscript.