Table 5.

Feature value distribution significance in positive and negative contributing groups.

Features	T	P	Percentage of 1 in Whole Population	Percentage of 1 with Positive Contribution	Percentage of 1 with Negative Contribution	FDR Adjusted q Value	Direction of Effect
Disease category 2 in last year	2065.444	<0.001	0.064	0.919	0.017	<0.001	SREs
Disease category 11 in last year	2239.822	<0.001	0.098	0.996	0.027	<0.001	SREs
Disease category 6 in last year	1750.073	<0.001	0.066	0.846	0.021	<0.001	SREs
Disease category 1 in last year	2193.804	<0.001	0.232	1	0.068	<0.001	SREs
Trazodone	1248.659	<0.001	0.17	0.996	0.101	<0.001	SREs
Sertraline	1205.388	<0.001	0.116	0	0.459	<0.001	No SREs
GENDER	681.776	<0.001	0.237	0.062	0.463	<0.001	No SREs
Haloperidol	489.011	<0.001	0.046	0.32	0.021	<0.001	SREs
Fentanyl	486.882	<0.001	0.188	0.002	0.317	<0.001	No SREs
Aripiprazole	428.686	<0.001	0.089	0.003	0.219	<0.001	No SREs
Lamotrigine	424.696	<0.001	0.146	0.001	0.264	<0.001	No SREs
Disease category 4 in last year	422.183	<0.001	0.034	0.261	0.014	<0.001	SREs
Ziprasidone	348.145	<0.001	0.037	0.202	0.013	<0.001	SREs
Risperidone	326.949	<0.001	0.063	0.378	0.043	<0.001	SREs
Mirtazapine	166.917	<0.001	0.063	0.186	0.037	<0.001	SREs
Quetiapine	127.63	<0.001	0.135	0.32	0.109	<0.001	SREs
Venlafaxine	119.404	<0.001	0.082	0.214	0.06	<0.001	SREs
Buspirone	111.025	<0.001	0.079	0.024	0.126	<0.001	No SREs
Disease category 5 in last year	108.425	<0.001	0.46	0.989	0.443	<0.001	SREs
Duloxetine	104.213	<0.001	0.069	0.175	0.048	<0.001	SREs
Tramadol	76.116	<0.001	0.131	0.038	0.162	<0.001	No SREs
Citalopram	63.62	<0.001	0.124	0.233	0.103	<0.001	SREs
Bupropion	18.005	<0.001	0.109	0.066	0.122	<0.001	No SREs
Fluoxetine	14.305	<0.001	0.092	0.065	0.107	<0.001	No SREs
Disease category 3 in last year	14.02	<0.001	0.749	0.907	0.744	<0.001	SREs
Promethazine	7.757	0.005	0.052	0.038	0.061	0.006	No SREs
Lithium	5.165	0.023	0.076	0.058	0.083	0.024	No SREs
Olanzapine	1.026	0.311	0.054	0.048	0.057	0.311	N/A