Table 1.

Clinical Ground Truth for Health Events. Documentation recorded on a consolidated sortable form including all health events.

Participant Code	Date	Health State	Anomaly Detection Category	Diagnosis	Start Time Stamp	End Time Stamp	Notes
P1*	5/29/2017	Fall	Fall	Parkinson’s	2101	2119	Gaps in data during fall; while P1 on floor
P2	11/15–16/2017	Leg cramps	Sleep	Parkinson’s	2354	0537	Interrupted sleep
P3	1/29–31/2018	Med change; IM injection antibiotics	GI/GU	UTI	1/29 @ 1039	1/31 @ 1247	Home health nurse
P4	2/28/2018	Fall	Fall	Parkinson’s	2235	2254	Normal routine described

^*This fall is represented in Figure 1.