Table 1 Baseline demographic parameters and indicators included in the training and testing datasets
From: Unlocking treatment success: predicting atypical antipsychotic continuation in youth with mania
Variables | Training (3,621) | Testing (911) |
|---|---|---|
Age (year) | 15.2 ± 4.7a | 14.8 ± 4.5 |
Male | 2,021 (55.5%)b | 520 (57.1%) |
Anxiety disorder | 899 (24.7%) | 227 (24.9%) |
Depression | 1,058 (29.8%) | 285 (31.3%) |
Intellectual disability | 353 (9.7%) | 81 (8.9%) |
Personality disorders | 262 (7.2%) | 70 (7.7%) |
Somatic Symptom disorder | 171 (4.7%) | 31 (3.4%) |
Substance use disorder | 455 (12.5%) | 110 (12.1%) |
Other mental health disorders | 870 (23.9%) | 204 (22.5%) |
SSRI/SNRIs | 13,187 (21.2%) | 3,325 (22.3%) |
Anticholinergic drugs | 16,333 (1.2%) | 4,147 (0.9%) |
MAO inhibitors | 10,646 (5.5%) | 2,669 (4.9%) |
Neurological and neuromuscular diseases | 138 [3.8%] | 40 [4.4%] |
Cardiovascular diseases | 62 (1.7%) | 17 (1.9%) |
Renal and urological disorders | 51 [1.4%] | 11 [1.2%] |
Gastrointestinal diseases | 36 [1.0%] | 12 [1.3%] |
Metabolic disorders | 145 [3.0%] | 30 [3.3%] |
Asthma | 477 [13.1%] | 120 [13.2%] |
Diabetes mellitus | 98 [2.7%] | 26 [2.9%] |
Number of any route visits for mental health disorders | 2.32 ± 2.41 | 2.70 ± 2.45 |
Number of inpatient visits for mental health disorders | 0.50 ± 2.43 | 0.73 ± 3.19 |
Number of outpatient visits for mental health disorders | 3.44 ± 3.62 | 3.70 ± 3.49 |
Number of emergency room visits for mental health disorders | 1.21 ± 2.81 | 1.40 ± 2.33 |
Number of any route visits for nonmental health disorders | 17.52 ± 15.26 | 17.71 ± 13.93 |
Number of inpatient visits for nonmental health disorders | 1.34 ± 2.41 | 1.30 ± 3.02 |
Number of outpatient visits for nonmental health disorders | 18.70 ± 16.73 | 16.97 ± 17.60 |
Number of emergency room visits for nonmental health disorders | 1.91 ± 1.76 | 1.87 ± 1.49 |
Continuous treatment | 543 (14.9%) | 129 (14.2%) |