Table. Regression Models of Factors Associated With Subsequent Relapse at 3 Months Among Patients With a Stimulant Use Disorder.

Factor	Standardized Regression Coefficient (SE) [Z Score]
	Demographic or Clinical	Self-report	Neural	Combined
Intercept	−0.63 (0.39) [−1.61]	−0.54 (0.38) [−1.43]	−0.75 (0.45) [−1.67]	−0.73 (0.45) [−1.62]
Age	0.80 (0.41) [1.96]a	NA	NA	0.87 (0.50) [1.74]b
Drug wanting	NA	−0.49 (0.47) [−1.06]	NA	NA
Craving	NA	0.41 (0.41) [1.00]	NA	NA
Negative moodc	NA	0.45 (0.44) [1.03]	NA	NA
MPFC drug	NA	NA	−0.64 (0.46); [−1.37]	NA
NAcc drug	NA	NA	1.45 (0.57) [2.55]a	1.34 (0.56) [2.38]a
VTA drug	NA	NA	0.44 (0.46) [0.97]	NA
Pseudo R2	0.130	0.064	0.300	0.332
AIC	42.95	48.23	39.82	36.95
Classification accuracy (leave-one-individual-out), %	66.7	48.5	69.7	75.8

Abbreviations: AIC, Akaike information criterion; MPFC, medial prefrontal cortex; NA, not applicable; NAcc, nucleus accumbens; VTA, ventral tegmental area.

^aP < .05.

^bP < .10.

^cBased on responses to question 3 of the Brief Addiction Monitor questionnaire.²⁵