[10:49:55] loading CTD chem-gene interactions (human) [10:50:08] 20 TCM compounds -> union of 9129 human target genes [10:50:08] null pools: >=20 targets n=1972, >=50 targets n=1036 [10:50:08] loading CTD curated gene-disease (ischemic stroke MeSH set) [10:50:08] stroke genes (union of 5 MeSH ids): 131 [10:50:08] building STRING physical-interaction adjacency at score>=400 [10:50:10] threshold=400: 15809 genes, 421334 directed edge-records in adjacency [10:50:10] threshold=400: using null_reps=1000, time_remaining=986s [10:50:42] threshold=400 seed=0: baseline_auroc=0.6945 null_auroc_mean=0.6813 p=0.1029 n_cand=1944 (32.0s, 1000 null reps) [10:51:11] threshold=400 seed=1: baseline_auroc=0.7197 null_auroc_mean=0.7148 p=0.4116 n_cand=1644 (29.3s, 1000 null reps) [10:51:39] threshold=400 seed=2: baseline_auroc=0.6990 null_auroc_mean=0.6773 p=0.2318 n_cand=1513 (27.6s, 1000 null reps) [10:51:39] building STRING physical-interaction adjacency at score>=700 [10:51:40] threshold=700: 10746 genes, 173038 directed edge-records in adjacency [10:51:40] threshold=700: using null_reps=1000, time_remaining=895s [10:51:51] threshold=700 seed=0: baseline_auroc=0.5543 null_auroc_mean=0.5191 p=0.1728 n_cand=913 (11.2s, 1000 null reps) [10:52:02] threshold=700 seed=1: baseline_auroc=0.6742 null_auroc_mean=0.6835 p=0.6194 n_cand=870 (11.1s, 1000 null reps) [10:52:12] threshold=700 seed=2: baseline_auroc=0.6585 null_auroc_mean=0.6142 p=0.1828 n_cand=852 (9.1s, 1000 null reps) [10:52:12] building STRING physical-interaction adjacency at score>=900 [10:52:13] threshold=900: 8706 genes, 89862 directed edge-records in adjacency [10:52:13] threshold=900: using null_reps=1000, time_remaining=862s [10:52:20] threshold=900 seed=0: baseline_auroc=0.6589 null_auroc_mean=0.6352 p=0.1449 n_cand=443 (7.3s, 1000 null reps) [10:52:27] threshold=900 seed=1: baseline_auroc=0.6281 null_auroc_mean=0.6032 p=0.4336 n_cand=424 (6.5s, 1000 null reps) [10:52:32] threshold=900 seed=2: baseline_auroc=0.6055 null_auroc_mean=0.5898 p=0.2797 n_cand=449 (5.3s, 1000 null reps) [10:52:32] total runtime 156.6s [10:52:32] wrote raw results to raw_results.json wrote results.json prediction_outcome=confirmed n_sig=0/3 p_values=[0.17282717282717283, 0.6193806193806194, 0.18281718281718282] wrote figs/auroc_vs_null.png wrote figs/topk_jaccard.png