Introduction
Materials and methods
Predictors contained in the vectors of the dataset | |||||
---|---|---|---|---|---|
Code | Data type | No. of items | No. of subtotal scores | No. of total scores | |
ABILHAND | ABILH | PRO | 23 | - | 1 |
Edinburgh Handedness Inventory | EHI | PRO | 10 | - | 1 |
Hospital Anxiety and Depression Scale | HADS | PRO | 14 | 2 | 1 |
Life Satisfaction Index | LSI | PRO | 11 | - | 1 |
Modified Fatigue Impact Scale | MFIS | PRO | 21 | 3 | 1 |
Overactive Bladder Questionnaire | OAB-q | PRO | 8 | - | 1 |
Functional Independence Measure | FIM | CAO | 19 | 6 | 1 |
Montreal Cognitive Assessment | MoCA | CAO | 11 | - | 2 |
Paced Auditory Serial Addition Task | PASAT | CAO | - | - | 1 |
Symbol Digit Modalities Test | SDMT | CAO | - | - | 1 |
Education (years) | EDU | Personal | - | - | 1 |
Relapses in the last 4 months (no.) | RELAPS | Clinical | - | - | 1 |
Height (cm) | H | Biometric | - | - | 1 |
Weight (kg) | W | Biometric | - | - | 1 |
Predictors selected in disease course classification and prediction | |||||
ABILH (item 12) | Hammering a nail | ||||
ABILH (TOT) | ABILH total score | ||||
HADS (item 7) | I can sit at ease and feel relaxed. | ||||
HADS (SUB1) | HADS subtotal measuring anxiety | ||||
HADS (SUB2) | HADS subtotal measuring depression | ||||
HADS (TOT) | HADS total score | ||||
LSI (TOT) | LSI total score | ||||
MFIS (item 2) | I have had difficulty paying attention for long periods of time. | ||||
MFIS (SUB1) | MFIS subtotal measuring cognitive status | ||||
MFIS (SUB2) | MFIS subtotal measuring physical status | ||||
MFIS (SUB3) | MFIS subtotal measuring psychosocial status | ||||
MFIS (TOT) | MFIS total score | ||||
OAB-q (item 1) | Frequent urination during the daytime hours | ||||
OAB-q (item 4) | Accidental loss of small amounts of urine | ||||
OAB-q (TOT) | OAB-q total score | ||||
FIM (item 10) | How much assistance is required for toilet transfer? | ||||
FIM (item 11) | How much assistance is required for shower transfer? | ||||
FIM (item 12) | How much assistance is required for locomotion (ambulatory)? | ||||
FIM (item 14) | How much assistance is required for locomotion (wheelchair)? | ||||
FIM (SUB3) | FIM subtotal measuring sphincter control | ||||
FIM (SUB4) | FIM subtotal measuring personal care | ||||
FIM (SUB5) | FIM subtotal measuring locomotion | ||||
FIM (SUB6) | FIM subtotal measuring mobility | ||||
FIM (TOT) | FIM total score | ||||
MoCA (item 1) | Visuoconstructional test | ||||
MoCA (item 9) | Memory test | ||||
MoCA (TOT1) | MOCA total score | ||||
MoCA (TOT2) | MOCA total score corrected for year of education | ||||
PASAT | Score | ||||
SDMT | Score | ||||
EDU | Years of formal education | ||||
H | Height (cm) | ||||
W | Weight (kg) |