Table 11 Variables in order of magnitude of area under the curve for prediction of discharge
Variable | AUC |
|---|---|
GAF | 0.930 |
D3 PC5 Self care and activities of daily living | 0.881 |
START-strength S17 9(s) Insight | 0.873 |
D4 R2 Insight | 0.868 |
D3 PC4 Problem behaviours | 0.865 |
D3 PC1 Physical health | 0.856 |
D3 PC2 Mental health | 0.855 |
D4 R1 Stability | 0.851 |
D3 PC6 Education, occupation and creativity | 0.850 |
D1 TS5 Specialist forensic need | 0.845 |
START S17 (v) Insight | 0.835 |
START S19 (s) Coping | 0.830 |
START S6 (s) Mental state | 0.828 |
START S2 (s) Relationships | 0.818 |
D4 R5 Dynamic risk items | 0.805 |
START ST18 (v). Plans | 0.795 |
START S19 (v) Coping | 0.788 |
SAPROF S11 Life goals | 0.786 |
HCR-20 C1 Lack of insight | 0.779 |
START ST18 Plans (s) | 0.773 |
START ST20 Treatability (v) | 0.763 |
SAPROF SO13. Social Network | 0.761 |
HCR-20 C5 Unresponsiveness to treatment | 0.760 |
HCR-20 H3 Relationship instability | 0.749 |
D4 R6 Victim sensitivity | 0.748 |
HCR-20 H4 Employment problems | 0.745 |
D3 PC3 Drugs and alcohol | 0.742 |
START ST6 (v) Mental state | 0.739 |
START ST2 (v) Relationships | 0.736 |
PANSS N1 Blunted affect | 0.735 |
SRAMM F4 future response to psychological intervention | 0.729 |
PANSS N5 Difficulty in abstract thinking | 0.729 |
START ST11 (v) Social support | 0.727 |
START ST3 (v) Occupational | 0.727 |
D1 TS7 Preventing access | 0.726 |
PANSS N4 Passive/apathetic/social withdrawal | 0.725 |
START ST1 (v) Social skills | 0.723 |
HCR-20 C3 Active symptoms of major mental illness | 0.722 |
SAPROF SO4 Coping | 0.721 |
PANSS P6 Suspiciousness/ persecution | 0.721 |
D4 R3 Therapeutic rapport | 0.720 |
HCR-20 R1 Plans lack feasibility | 0.719 |
START ST10 (s) External triggers | 0.714 |
D4 R4 Leave | 0.711 |
SRAMM SC7 Psychosocial stress | 0.709 |
SAPROF SO8 Financial management | 0.705 |
D3 PC7 Family and social networks | 0.697 |
START ST3 (s) Occupational | 0.696 |
PANSS P1 Delusions | 0.690 |
SAPROF SO5 Self control | 0.686 |
SRAMM SC4 Treatment adherence | 0.686 |
SRAMM F2 Future service contact | 0.686 |
SRAMM F3 Future response to drug treatment | 0.686 |
PANSS G9 Unusual thought content | 0.683 |
SRAMM SC8 Problem solving deficits | 0.682 |
PANSS N6 Lack of spontaneity and flow of conversation | 0.680 |
SAPROF SO6 Work | 0.678 |
START ST1 (s) Social skills | 0.678 |
START ST7 (s) Emotional state | 0.678 |
PANSS N2 Emotional withdrawal | 0.675 |
START ST7 (v) Emotional state | 0.675 |