table3.xlsx

	A	B	C	D	E	F	G	H
1	Predictors	Predictor category	Selection frequency	Averaged selection rank	Case exposed / Case non-exposed	Control exposed / Control non-exposed	Log odds ratio	Contribution +/-(count)a
2	ICD9-296, Episodic mood disorders	Mental health	1	1	334 / 151	8114 / 30692	2.12	10/0
3	ICD9-311, Depressive disorder, not elsewhere classified	Mental health	1	2	128 / 357	3560 / 35246	1.27	10/0
4	ICD9-V27, Outcome of delivery	Medical condition	1	4	11 / 474	8113 / 30693	-2.43	0/10
5	ICD9-V62, Other psychosocial circumstances	Mental health	1	5.2	214 / 271	3954 / 34852	1.94	10/0
6	ICD9-305, Nondependent abuse of drug	Substance use	1	6	158 / 327	5984 / 32822	0.97	10/0
7	ICD9-300, Anxiety, dissociative and somatoform disorders	Mental health	1	6.9	203 / 282	5713 / 33093	1.43	10/0
8	ICD9-540, Acute appendicitis	Medical condition	1	8.4	(1,6) / 484	2003 / 36803	(-3.27, -1.48)	0/10
9	Age 15-19	Demographics	1	10	253 / 232	12798 / 26008	0.8	10/0
10	ICD9-304, Drug dependence	Substance use	1	10	55 / 430	1457 / 37349	1.19	10/0
11	ICD9-965, Poisoning by analgesics antipyretics and antirheumatics	Substance use	1	10.7	15 / 470	205 / 38601	1.79	10/0
12	ICD9-473, Chronic sinusitis	Medical condition	1	14.3	7 / 478	179 / 38627	1.15	10/0
13	100-order fused risk score	Fusion	0.9	12.2	-	-	-	0/9
14	ICD9-298, Other nonorganic psychoses	Mental health	0.8	13.2	34 / 451	1061 / 37745	0.99	10/0
15	ICD9-307, Special symptoms or syndromes not elsewhere classified	Mental health	0.8	14.2	44 / 441	869 / 37937	1.47	10/0
16	ICD9-308, Acute reaction to stress	Mental health	0.8	17.3	(1,6) / 480	65 / 38741	(0.22, 2.01)	10/0
17	50-order fused risk score	Fusion	0.7	3	-	-	-	0/7
18	ICD9-295, Schizophrenic disorders	Mental health	0.6	14.1	19 / 466	672 / 38134	0.84	6/0
19	ICD9-780, General symptoms	Medical condition	0.6	19.3	52 / 433	2902 / 35904	0.4	0/6
20	ICD9-V69, Problems related to lifestyle	Social conditions	0.5	16.8	9 / 476	282 / 38524	0.95	0/5
21	ICD9-312, Disturbance of conduct not elsewhere classified	Mental health	0.5	17.8	20 / 465	675 / 38131	0.89	5/0
22	ICD9-303, Alcohol dependence syndrome	Substance use	0.5	18.6	18 / 467	411 / 38395	1.28	5/0
23	ICD9-V60, Housing household and economic circumstances	Social conditions	0.5	20.6	14 / 471	294 / 38512	1.36	5/0
24	ICD9-682, Other cellulitis and abscess	Medical condition	0.4	12.7	5 / 480	1146 / 37660	-1.07	0 / 4
25	ICD9-V17, Family history of certain chronic disabling diseases	Other	0.4	19.2	47 / 438	1587 / 37219	0.92	0 / 4
26	ICD9-648, Other current conditions in the mother classifiable elsewhere but complicating pregnancy childbirth or the puerperium	Medical condition	0.4	19.7	10 / 475	4103 / 34703	-1.73	4/0
27	ICD9-659, Other indications for care or intervention related to labor and delivery not elsewhere classified	Medical condition	0.3	17.3	(1,6) / 484	1986 / 36820	(-3.27, -1.48)	1/2
28	ICD9-309, Adjustment reaction	Mental health	0.3	17.3	95 / 390	2035 / 36771	1.48	3/0
29	ICD9-V61, Other family circumstances	Social conditions	0.3	20	67 / 418	1196 / 37610	1.62	3/0
30	ICD9-724, Other and unspecified disorders of back	Medical condition	0.3	20	14 / 471	480 / 38326	0.86	3/0
31	ICD9-969, Poisoning by psychotropic agents	Substance use	0.2	19	10 / 475	159 / 38647	1.63	2/0
32	a. The sign of coefficients of the predictors in each repeat in the predictive modeling.
33	SDoH = Social determinants of health
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