Table 3.

Coefficients of connections between the wide features and the output layer for each of the three output units in the CNN-Ord-Wide-LIWC model.

Rank	Activation unit-1	Coef. wt.	Activation unit-2	Coef. wt.	Activation unit-3	Coef. wt.
1	303.9	0.219	300.3	0.251	300.21	−0.268
2	300.02	0.215	296.8	0.233	hx_drug_stimulants=Yes	0.240
3	hx_drug_use=Yes	0.201	304	0.218	207	0.227
4	hx_drug_stimulants=Yes	0.179	303.9	0.216	hx_drug_use=No	−0.225
5	315.9	0.168	hx_drug_opiates=Yes	0.206	295.7	0.167
6	296.32	0.162	hx_drug_stimulants=Yes	0.167	296.22	−0.149
7	hx_drug_sedative=Yes	0.159	alcohol_six_use_occasion	0.163	hx_drug_sedative=Yes	0.149
8	alcohol_six_use_occasion	0.145	305	0.159	hx_drug_smoker_status=Current	0.146
9	hx_drug_cocaine=Yes	0.145	207	0.155	304	0.142
10	hx_drug_use=No	−0.134	304.8	0.155	293.84	0.139