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
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
29
2.2
103
0.9
114
30
other
Hypothyroid
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
105
0.87
121
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.96
1.4
106
0.9
118
0
SVHC
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
2.8
124
1.08
115
0
SVHC
Negative
34
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
141
0.98
145
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
0
81
0.86
94
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.6
71
0.99
72
0
SVI
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.98
1.9
150
1.03
146
0
SVI
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
0
0
0
37
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
1.8
130
0.87
149
0
SVI
Negative
20
F
f
f
f
f
f
f
f
f
f
f
f
t
f
1.2
0
105
0.98
107
0
other
Negative
60
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.2
1.6
104
0.99
105
0
SVI
Negative
36
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.085
4.5
198
1.15
172
0
other
Hyperthyroid
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
0
91
0.77
118
0
other
Negative
62
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.9
2
146
0.95
154
0
other
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0.3
61
1.18
52
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.5
108
1.07
101
0
other
Negative
46
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1.7
1
105
1
105
0
other
Hyperthyroid
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.6
0
180
1.46
123
0
other
Negative
64
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.085
1.5
131
1.08
121
0
other
Negative
38
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.47
1.4
127
0
0
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.5
1.7
127
0.97
131
0
other
Hypothyroid
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
112
1.06
106
0
SVI
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.3
0.4
106
0.68
156
0
SVI
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
1.5
111
0.73
152
0
other
Negative
45
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.085
0
171
0.88
194
0
other
Hyperthyroid
33
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.7
0
69
0.53
130
0
other
Negative
48
F
f
f
f
f
f
t
f
f
t
f
f
f
f
0.72
1.7
144
1.08
133
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.085
2.1
173
0.93
186
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.91
3.1
102
0.75
136
0
SVHC
Negative
46
F
f
f
t
f
f
f
f
f
f
f
f
f
f
0.035
4
131
1
131
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.42
2.1
145
1.02
142
0
other
Negative
64
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.98
1.5
106
0.87
122
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.07
2.3
124
0.82
151
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
1.9
120
0.96
125
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
104
1.21
87
0
other
Negative
20
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
3
109
1.06
103
0
SVHC
Negative
62
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2
132
1.1
120
0
other
Negative
39
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.9
79
1.07
74
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
1.9
0
0
0
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
13
1.6
128
1.01
127
0
other
Hypothyroid
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
5.8
1.4
96
0.99
97
0
other
Negative
25
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
151
1.14
133
0
other
Negative
46
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.06
2.4
103
1.06
97
0
other
Negative
29
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.46
2.3
96
0.65
148
0
other
Negative
19
F
f
f
f
f
f
f
f
f
f
f
f
t
f
2.1
1.9
142
1.61
88
0
STMW
Negative
19
F
f
f
f
f
f
f
f
t
t
f
f
f
t
4.1
2.6
124
1.3
95
0
SVHC
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
141
0.75
188
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0
114
0.95
120
0
other
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
1.4
85
0.93
91
0
SVHC
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
19
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.2
116
1.14
102
0
other
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.6
99
0.94
105
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
0.8
48
0.7
69
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
13
1.2
108
0.9
120
0
SVI
Hypothyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.86
1.7
95
0.96
99
0
other
Negative
59
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.58
0
120
0.93
129
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
2.3
110
1.16
95
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
155
1.33
117
0
other
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.8
96
0.91
106
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.3
118
0.97
120
0
SVI
Negative
45
F
t
f
f
f
f
f
f
f
f
t
f
f
f
3
0
102
0.88
116
0
SVHC
Negative
33
M
t
f
f
f
f
f
f
f
f
t
f
f
f
1.6
0
85
1.02
83
0
SVHC
Negative
54
F
f
f
f
f
f
f
f
t
f
f
f
f
f
10
2.2
81
1.09
74
0
other
Hypothyroid
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.1
95
0.97
98
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2
92
0.86
107
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2
104
0.94
111
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
107
1.11
96
0
other
Negative
73
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.83
1.4
76
0.74
103
0
SVHC
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.21
0
104
0.95
110
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
114
other
Hyperthyroid
42
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.075
2
99
0.86
115
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
2.7
132
1.7
78
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.7
2.8
92
1.22
75
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
1.4
116
0.81
143
22
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.4
102
0.71
144
0
SVI
Negative
73
F
f
f
f
f
f
f
f
t
f
f
f
f
f
6.4
0
97
0.87
112
0
SVI
Hypothyroid
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.2
3
95
1.34
71
0
other
Negative
69
F
f
f
f
f
f
f
f
t
f
f
f
f
f
0.08
2.4
132
0.95
139
0
other
Negative
42
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.07
2.2
138
0.85
162
0
other
Negative
90
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.6
91
0.96
95
0
other
Negative
53
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.65
2.1
87
0.83
105
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.7
2.6
57
0.94
61
0
other
Hypothyroid
52
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.74
3.9
148
1.53
97
0
STMW
Hyperthyroid
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.22
0.8
73
0.75
97
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
2.1
88
0.96
92
0
other
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
3.2
148
1.14
130
0
SVHC
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.6
114
0.95
120
0
SVHC
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
20
0
60
0.95
63
0
SVI
Hypothyroid
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.21
2
142
1.03
138
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.83
0
123
1.15
107
0
other
Negative
46
F
t
f
f
f
f
f
t
t
t
f
f
f
f
5.3
1.6
93
0.91
102
0
other
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
34
0
123
1.07
115
0
other
Hypothyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
125
1.16
108
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.9
110
0.93
118
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.78
2.9
137
1.41
97
0
STMW
Hyperthyroid
78
F
f
f
f
f
f
f
f
t
f
f
f
f
f
4.4
0
120
0.76
158
0
other
Negative
60
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.5
0
137
0.82
167
0
other
Negative
63
M
f
f
f
f
f
f
f
t
f
f
f
f
f
6.7
1.5
101
0.65
155
0
other
Hypothyroid
68
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
103
0.97
106
0
other
Negative