| (Intercept) | Est. | SD | Chisq | P value |
---|---|---|---|---|---|
80.6 | 30.3 | ||||
Age | Age | −0.5 | 0.4 | 1.8 | 0.18 |
Sex | Male | 19.5 | 7.3 | 7.2 | 0.01* |
Marital Status | Married | −5.5 | 9.9 | 2.3 | 0.52 |
Single | −7.4 | 11.4 |  |  | |
Widowed | 2.2 | 9.0 | Â | Â | |
Religion | Catholic | 11.3 | 20.7 | 8.9 | 0.06 |
Christian | −23.6 | 13.2 |  |  | |
None | −12.7 | 11.1 |  |  | |
Taoism | 18.0 | 31.1 | Â | Â | |
Education | Junior High | 41.8 | 27.3 | 40.9 | < 0.001* |
None | 4.6 | 26.3 | Â | Â | |
Primary | 9.8 | 24.6 | Â | Â | |
Secondary | −59.4 | 30.3 |  |  | |
Senior High | 10.8 | 24.4 | Â | Â | |
Living Arrangement | Living with others | 10.3 | 9.9 | 11.5 | 0.02* |
Living with children | 14.4 | 10.8 | Â | Â | |
Living with spouse | 49.2 | 18.0 | Â | Â | |
Living alone | 18.4 | 9.2 | Â | Â | |
Hobby | Travel | 2.4 | 9.9 | 0.1 | 0.81 |
Reading | 2.9 | 7.5 | 0.1 | 0.70 | |
Partying | 17.3 | 8.0 | 4.7 | 0.03* | |
Outside | −4.3 | 6.0 | 0.5 | 0.48 | |
Mahjong | 1.3 | 7.5 | 0.0 | 0.87 | |
TV | −16.5 | 5.4 | 9.4 | < 0.001* | |
Teamwork | −12.0 | 13.0 | 0.9 | 0.36 | |
Gambling | 2.9 | 14.9 | 0.0 | 0.84 | |
Sports | −8.7 | 15.5 | 0.3 | 0.58 | |
Smoking | −4.9 | 8.4 | 0.3 | 0.57 | |
Weaving | −6.8 | 10.9 | 0.4 | 0.54 | |
Disease Condition | Cataract | 2.3 | 6.4 | 0.1 | 0.72 |
Dementia | −22.4 | 6.7 | 11.2 | < 0.001* | |
Diabetes Mellitus | 16.8 | 6.9 | 6.0 | 0.01* | |
Anaemia | −5.9 | 6.7 | 0.8 | 0.37 | |
Pneumonia | 5.3 | 5.5 | 0.9 | 0.34 | |
Urinary Tract Infection | 0.3 | 8.7 | 0.0 | 0.97 | |
Parkinson | −6.8 | 11.8 | 0.3 | 0.56 | |
Alzheimer | 1.5 | 10.9 | 0.0 | 0.89 | |
Sclerosis | −12.9 | 18.0 | 0.5 | 0.47 | |
Extracted Features in EHRs | Allergy Counts | −26.8 | 6.3 | 17.9 | < 0.001* |
Diagnosis Counts | −3.2 | 0.5 | 39.3 | < 0.001* | |
Accident Counts | −2.8 | 1.3 | 4.8 | 0.03* | |
Hospital Time Durations | −36.5 | 31.4 | 1.3 | 0.25 | |
Hospital Counts | 1.5 | 0.6 | 5.4 | 0.02* | |
Medicine Time Durations | 1.4 | 1.0 | 1.9 | 0.17 | |
Medicine Counts | 0.0 | 0.1 | 0.6 | 0.45 | |
Off-home Counts | 0.2 | 0.2 | 1.6 | 0.21 | |
Wound Counts | −9.2 | 2.4 | 14.8 | < 0.001* | |
Special Nursing Counts | −13.9 | 8.7 | 2.6 | 0.11 | |
Injection Counts | −0.2 | 0.8 | 0.0 | 0.83 | |
Injection Fluvax Counts | −1.9 | 3.6 | 0.3 | 0.60 | |
Injection Vaxigrip Counts | −1.3 | 1.4 | 1.0 | 0.33 | |
Injection Pneumo Counts | −9.4 | 3.7 | 6.3 | 0.01* | |
Injection Swine Flu Counts | −8.1 | 4.3 | 3.6 | 0.06 | |
Injection Fluarix Counts | 1.0 | 2.0 | 0.2 | 0.63 | |
Injection ATT Counts | −0.7 | 1.7 | 0.2 | 0.68 | |
Injection VIT.B12 Counts | 0.2 | 0.9 | 0.1 | 0.81 | |
Injection Prevenar 13 Counts | −4.3 | 14.7 | 0.1 | 0.77 | |
Injection Panenza Counts | 33.6 | 14.1 | 5.6 | 0.02* |