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
30
F
f
f
f
f
t
f
f
f
f
f
f
f
f
0.5
2.2
124
1.31
95
0
STMW
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.3
133
1.1
121
0
SVI
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
2.3
150
1.25
120
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.1
84
0.87
96
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
1.8
142
1.05
135
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
106
0.91
117
0
SVI
Negative
72
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.82
1.5
83
0.76
117
0
SVI
Negative
82
F
f
f
f
t
f
f
f
f
f
f
f
f
f
3.2
1.4
76
0.86
88
0
SVI
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.5
2.1
89
1.14
78
0
SVI
Hypothyroid
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
3
158
0.87
183
0
other
Hyperthyroid
73
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.39
0
104
0.97
107
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
55
0.6
15
0.89
17
0
SVI
Hypothyroid
68
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0.96
0
104
1
104
0
other
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.8
147
1.11
132
0
SVI
Negative
61
F
f
f
f
f
f
f
f
f
t
f
f
f
f
6.4
2.4
141
1.26
112
0
SVI
Hypothyroid
14
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.2
103
0.88
118
0
SVI
Negative
59
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2
95
0.85
111
0
SVHC
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.9
111
0.92
121
0
SVI
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
120
1.02
118
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
98
0.84
117
0
other
Negative
63
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.4
1.4
90
0.91
100
0
SVI
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.8
94
0.76
124
0
SVI
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
1.4
88
0.86
102
0
SVI
Negative
33
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.3
2.2
120
0.96
126
0
SVHC
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.7
144
0.94
153
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
1.4
91
0.97
94
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.6
100
0.88
113
0
SVHC
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.9
93
0.97
96
0
SVHC
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.5
114
1.11
103
0
SVHC
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.57
1.8
128
1.14
112
0
SVHC
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.2
78
0.77
102
0
SVHC
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.8
103
0.89
115
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.5
3.2
84
0.84
100
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
2.5
97
0.91
107
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.1
132
1.13
116
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.82
2.2
100
0.98
102
0
other
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.53
2.5
105
1.01
104
0
other
Negative
28
F
f
f
t
f
f
f
f
f
t
f
f
f
f
2.4
2.1
125
0
0
0
other
Negative
72
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
0
0
0
24
other
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
100
0.81
123
0
other
Negative
56
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.3
1.8
104
0
0
0
other
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.7
2.3
135
0.97
140
0
SVHC
Negative
27
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
2.3
132
0.94
140
0
SVHC
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.25
2.9
136
1.44
94
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
151
1.4
42
1.06
39
0
other
Hypothyroid
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
0
0
0
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.2
87
0.72
121
0
other
Negative
58
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.59
1.5
83
0.86
97
0
SVI
Negative
54
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.46
3
116
1.05
110
0
SVHD
Negative
72
M
f
f
f
t
f
f
f
f
f
f
f
f
f
5.4
1.8
87
0.91
95
0
other
Negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.1
1.3
77
0
0
0
SVI
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
t
8.099999
2.5
90
0.95
95
0
SVHC
Hypothyroid
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.9
96
0.78
124
0
SVHC
Negative
23
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.4
3
174
1.35
129
0
other
Negative
23
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.015
4
204
0.84
242
0
other
Hyperthyroid
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.7
113
1.1
102
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
12
2.4
84
1.24
68
0
STMW
Hypothyroid
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
2
125
1.01
124
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
3
117
0.97
120
0
other
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
12
0
101
1.08
94
0
other
Hypothyroid
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.2
178
1.26
142
0
other
Negative
58
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2
151
1.05
144
0
other
Negative
24
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.78
2.5
148
1.23
120
0
other
Negative
83
F
f
f
f
f
f
f
f
f
t
f
f
f
f
8.299999
2.1
104
1.06
97
0
other
Hypothyroid
2
F
f
f
f
f
f
f
f
f
f
f
f
f
f
472
1.7
34
1.17
29
0
STMW
Hypothyroid
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.5
88
0.94
94
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
95
1
95
0
other
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.04
0.8
93
0.58
160
0
other
Negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.74
0
74
0.77
97
0
other
Negative
50
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.4
1.8
126
1.07
117
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.83
2.4
123
1.14
108
0
SVI
Negative
63
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.3
2.3
111
1.06
105
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.5
1.4
89
0.99
89
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.51
0
90
0.81
111
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
119
0.99
120
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
15
1.6
82
0.82
100
0
SVI
Hypothyroid
71
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2.4
122
1.12
109
0
other
Negative
60
F
f
f
f
f
f
f
f
t
f
f
f
f
f
8.9
0
75
0.97
77
0
other
Hypothyroid
53
F
t
f
f
f
f
f
f
t
f
f
f
f
f
3.9
0
114
1.17
97
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.4
2.6
125
0
0
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
1.6
103
0.73
142
0
SVI
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.6
83
0.7
118
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.6
94
0.8
119
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
t
f
f
f
2.9
2.5
74
0.99
75
0
SVHC
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.7
71
0.72
99
0
SVHC
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.2
86
1.09
79
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
3.9
2.7
84
1.03
81
0
other
Negative
60
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.7
1.7
109
0.84
130
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.5
2.1
129
1.08
120
0
SVHC
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.58
1.9
140
0.96
145
0
SVI
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
1.8
105
0.92
114
0
SVI
Negative
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.2
1.2
89
0.74
121
0
SVI
Hypothyroid
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
2.7
136
1.27
107
0
other
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
7.1
223
1
222
0
other
Hyperthyroid
47
M
f
f
f
f
f
f
f
f
f
f
f
f
t
2.3
1.6
75
0.93
80
0
SVHC
Negative
67
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
2.2
121
1.02
118
0
other
Negative
59
F
t
f
f
f
f
f
f
t
f
f
f
f
f
4
1.3
120
0.94
128
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
1.9
92
0.93
98
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.8
95
0.9
106
0
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
0
111
1
112
0
other
Negative