Model	Predictors	All Users January Cohort	All Users May Cohort	≤30 Days Supply January Cohort	≤30 Days Supply May Cohort	> 30 Days Supply January Cohort	> 30 Days Supply May Cohort
1	Investigator-specified pharmacy and demographic	0.60	0.60	0.60	0.61	0.56	0.58
2	Pre-index adherence	0.70	0.69	0.71	0.70	0.59	0.58
3	Pharmacy claims hd-PS	0.60	0.59	0.58	0.62	0.52	0.52
4	All pharmacy and demographic	0.71	0.71	0.73	0.73	0.60	0.59
5	Investigator-specified medical	0.57	0.55	0.57	0.55	0.56	0.55
6	Medical claims hd-PS	0.57	0.55	0.57	0.54	0.55	0.52
7	All pharmacy, demographic, and medical	0.72	0.71	0.73	0.72	0.60	0.57
8	Observation of post-index filling	0.74	0.77	0.76	0.80	0.49	0.49
9	Pre-index adherence + observations of post-index filling	0.78	0.80	0.80	0.83	0.60	0.58
10	All pre-index pharmacy, demographic, and medical + observation of post-index filling	0.79	0.81	0.80	0.83	0.60	0.57

hd-PS = high-dimensional propensity score.