Attribute | Levels | Class 1 Estimate | SE | CI (2.50–97.50) | Class 2 Estimate | SE | CI (2.50–97.50) | Class 3 Estimate | SE | CI (2.50–97.50) |
---|---|---|---|---|---|---|---|---|---|---|
Type of treatment | ||||||||||
Drug (ref) | ||||||||||
hESCs | -0.52** | 0.17 | -0.86–-0.18 | 1.28*** | 0.19 | 0.92–1.65 | 1.13*** | 0.11 | 0.91–1.36 | |
iPS cells | -0.64*** | 0.18 | -0.98–-0.29 | 0.91*** | 0.18 | 0.57–1.26 | 1.09*** | 0.11 | 0.88–1.31 | |
Electric stimulation | -1.41*** | 0.26 | -1.93–-0.89 | 0.61** | 0.22 | 0.18–1.04 | 0.95*** | 0.17 | 0.60–1.31 | |
Aim of treatment | ||||||||||
Symptom relief (ref) | ||||||||||
Slow down disease progression | 0.31 | 0.20 | -0.07–0.70 | 1.16*** | 0.25 | 0.67–1.65 | 1.08*** | 0.14 | 0.62–1.29 | |
Repair damage caused by disease | 0.35 | 0.24 | -0.13-0.82 | 1.66*** | 0.27 | 1.13–2.19 | 1.08*** | 0.15 | 0.81–1.34 | |
Number of patients who have received the treatment | ||||||||||
50 (ref) | ||||||||||
500 | 0.39* | 0.17 | 0.07–0.72 | 0.22** | 0.12 | -0.01–0.45 | 0.16 | 0.08 | 0.79–1.38 | |
5000 | 0.77*** | 0.17 | 0.44–1.09 | 0.37*** | 0.14 | 0.09–0.65 | -0.16 | 0.09 | -0.00–0.33 | |
Effect on symptoms | ||||||||||
2 in 10 (ref) | ||||||||||
5 in 10 | 0.81*** | 0.22 | 0.37–1.24 | 1.87*** | 0.24 | 1.40–2.34 | 0.14 | 0.13 | -0.33–0.02 | |
8 in 10 | 1.55*** | 0.27 | 1.01–2.09 | 3.14*** | 0.32 | 2.52–3.76 | 0.15 | 0.19 | -0.12–0.40 | |
Risk of severe side effects | ||||||||||
1 in 1000 | 0.90*** | 0.20 | 0.50–1.29 | 2.13*** | 0.27 | 1.60–2.66 | -0.04 | 0.14 | -0.21–0.52 | |
10 in 1000 | 0.53** | 0.18 | 0.18–0.89 | 0.92*** | 0.19 | 0.59–1.28 | -0.15 | 0.10 | -0.31–0.22 | |
20 in 1000 (ref) | ||||||||||
Class probability model | ||||||||||
Treatment experience (summary of pharmacological treatments tested) | 0.26*** | 0.04 | -0.18–0.34 | 0.13*** | 0.04 | 0.05–0.20 | ||||
Experience with side effects (summary of all experienced side effects) | 0.09*** | 0.02 | 0.04–0.14 | 0.13*** | 0.02 | 0.09–0.18 | ||||
Experience with advanced treatment | 1.21*** | 0.26 | 0.71–1.72 | 1.62*** | 0.24 | 1.16–2.09 | ||||
Religion (yes or no) | -0.92*** | 0.17 | -1.26–-0.59 | -0.68*** | 0.14 | -0.94–-0.40 | ||||
Average class probability | 0.38 | 0.23 | 0.37 | |||||||
*,**,*** indicate significance at 10%, 5%, and 1%, respectively. |