Table 1.
Items contained within the subsets that rank highest, by explained variance score on the training dataset, while adhering (“remote”) or not adhering (“any-item”) to the remote assessment constraints defined in Section 2.3. These subsets share four of the same items, and both correspond to the same core aspects of Parkinson's disease; movement of upper limbs (3.4 or 3.5) and lower limbs (3.9 or 3.7), tremor (2.10), axial (2.12 or 3.13), speech/facial muscles (3.2 or 2.1), activities of daily living (2.5), fatigue (1.13), and time in Off (4.3).
Remote subset | Any-item subset |
---|---|
(1.13) fatigue | (1.13) fatigue |
(2.5) dressing | (2.1) speech |
(2.10) tremor | (2.5) dressing |
(2.12) walking and balance | (2.10) tremor |
(3.2) facial movement | (3.5) hand movement |
(3.4) finger tapping | (3.7) toe tapping |
(3.9) arising from chair | (3.13) posture |
(4.3) time spent in the off state | (4.3) time spent in the off state |