age
int64
1
97
sex
stringclasses
2 values
on_thyroxine
stringclasses
2 values
query_on_thyroxine
stringclasses
2 values
on_antithyroid_meds
stringclasses
2 values
sick
stringclasses
2 values
pregnant
stringclasses
2 values
thyroid_surgery
stringclasses
2 values
I131_treatment
stringclasses
2 values
query_hypothyroid
stringclasses
2 values
query_hyperthyroid
stringclasses
2 values
lithium
stringclasses
2 values
goitre
stringclasses
2 values
tumor
stringclasses
2 values
psych
stringclasses
2 values
TSH
float64
0
530
T3
float64
0
18
TT4
float64
0
430
T4U
float64
0
2.12
FTI
float64
0
839
TBG
float64
0
200
referral_source
stringclasses
6 values
target
stringclasses
3 values
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
43
other
Hyperthyroid
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
105
1.01
104
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
0
69
0.96
72
0
other
Hypothyroid
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
0
106
1.11
96
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
0
130
1.07
122
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
93
0.88
106
0
other
Negative
36
F
t
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
106
other
Hyperthyroid
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
100
0.91
110
0
other
Negative
62
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0
0.6
0
0
0
0
other
Negative
48
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.06
1.4
129
0.9
143
0
other
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.85
2
140
1.36
103
0
other
Negative
64
F
f
t
f
f
f
f
f
f
f
f
f
f
f
1.4
0
99
0.92
108
0
other
Negative
22
F
f
f
f
f
f
f
f
f
t
f
f
t
f
1.5
2
0
0
107
0
other
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.4
131
1.08
121
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.7
115
1.11
104
0
SVHC
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
96
0.89
108
0
other
Negative
24
F
f
f
f
f
f
f
f
t
f
f
f
f
f
11
1.9
92
0.84
110
0
other
Hypothyroid
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.04
4.9
249
0.86
290
0
other
Hyperthyroid
30
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.79
1.8
81
0.86
94
0
SVHC
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.1
0
116
0.94
123
0
SVI
Hypothyroid
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
102
0.94
109
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.04
1
61
0.77
79
0
other
Negative
48
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1
60
0.74
81
0
other
Negative
37
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.94
1.9
99
0.86
115
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.91
0
134
0.91
147
0
other
Negative
93
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
0
88
0.66
133
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.6
123
0.96
128
0
SVI
Negative
44
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.9
74
0.79
94
0
SVHC
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.4
107
0.83
129
0
SVHC
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
28
other
Negative
71
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
0
0
0
28
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.28
1.3
91
1.02
89
0
SVI
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
97
0.79
123
0
SVI
Negative
66
F
f
f
f
f
f
t
f
t
f
f
f
f
f
2
1.8
115
0.97
119
0
other
Negative
56
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
111
0.93
119
0
other
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
33
other
Hyperthyroid
10
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
98
0.99
99
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
95
0.87
109
0
other
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
108
0.94
115
0
other
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
113
0.76
149
0
other
Negative
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
104
0.98
106
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
85
0.7
121
0
SVI
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.3
114
0.84
136
0
SVI
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
11
1.3
81
0.91
89
0
other
Hypothyroid
43
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.005
3
130
0.84
155
0
other
Hyperthyroid
30
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
143
0.97
147
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
15
5.6
278
0.78
356
25
other
Hyperthyroid
62
F
t
f
f
f
f
f
t
f
f
f
f
f
f
0.66
2.1
150
1.19
126
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1
3.2
117
1.11
105
0
other
Hyperthyroid
47
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
25
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.3
114
1.04
110
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.29
0
131
0.99
132
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.7
116
1.13
103
0
SVHC
Negative
24
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
77
0.95
81
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
122
1.03
119
0
other
Negative
45
M
f
f
f
f
f
f
f
t
f
f
f
f
t
3.5
0
107
0.98
109
0
other
Negative
53
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2
1.5
89
1.03
86
0
other
Negative
49
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.025
3.7
178
0
0
0
other
Hyperthyroid
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
103
1.15
90
0
SVI
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.5
0
62
0.78
80
0
SVI
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.34
0.9
150
0.9
167
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
47
0
19
0.94
20
0
SVI
Hypothyroid
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
75
0.57
132
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.5
115
0.84
137
0
SVI
Negative
83
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.83
0
125
0.94
133
0
other
Negative
49
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.27
1.8
98
1.08
91
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
t
f
2.5
2.5
100
1.03
97
0
other
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
86
0.8
108
0
SVI
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
117
1.1
106
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.46
0
126
0.82
154
0
other
Negative
24
F
f
f
f
f
t
f
f
f
f
f
f
f
f
1.2
0
114
1.11
103
0
STMW
Negative
54
F
f
f
f
f
f
f
f
t
f
f
f
f
f
40
1.9
48
0.79
61
0
other
Hypothyroid
81
F
t
f
f
f
f
f
f
f
t
f
f
f
f
3.9
1.4
102
1.02
100
0
other
Negative
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
127
1.08
118
0
SVHC
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.8
0
80
0.66
121
0
SVHC
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.035
0
148
1.03
144
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
0
86
0.86
100
0
SVHC
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.9
0
114
0.9
127
0
SVHC
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.7
83
0.79
105
0
other
Negative
42
F
f
f
f
f
f
f
f
t
t
f
f
f
f
0
1.9
0
0
0
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.83
2.3
119
1.11
107
0
SVI
Negative
50
F
f
f
f
f
f
t
f
f
f
f
f
f
f
0.05
0
129
1.04
124
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
2.5
109
1.07
102
0
SVI
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
102
1.1
93
0
SVI
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.7
120
0.91
132
0
other
Negative
78
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
68
1
68
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.83
2.1
134
1.07
125
0
SVI
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.83
0
80
0.88
91
0
SVHC
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.6
112
1.14
98
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.6
80
0.91
88
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
118
0.91
130
0
SVHC
Negative
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.5
1.2
144
0.88
164
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.099999
0
110
0.91
121
0
SVI
Hypothyroid
79
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
137
1.05
131
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
226
0.93
243
0
other
Hyperthyroid
60
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.81
1.6
99
0
0
0
SVHD
Negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
102
0.77
133
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
97
1.02
95
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
108
1.09
99
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
0
143
1
143
0
SVI
Negative