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
79
F
f
f
f
t
f
f
f
f
f
f
f
f
f
2.8
1.5
105
1.05
100
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2
111
0.97
114
0
SVHC
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.5
126
1.26
100
0
SVHC
Negative
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.1
2.8
111
1.31
85
0
other
Hypothyroid
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.9
84
0.78
107
0
other
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
3.1
239
1
239
0
STMW
Hyperthyroid
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.8
87
0.88
99
0
STMW
Negative
22
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.4
2.2
134
1.35
99
0
SVI
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2
123
1.13
109
0
other
Negative
39
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.6
3.6
133
1.44
93
0
other
Negative
77
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.81
2
80
0
0
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.255
1.4
113
0
0
0
SVHC
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
61
0.6
23
0.87
26
0
SVI
Hypothyroid
53
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.045
2.2
115
0.93
124
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.2
1.5
159
1.17
136
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
120
1
120
0
SVI
Negative
61
F
t
f
f
f
f
f
t
f
f
f
f
f
f
0.7
2.2
118
0
0
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.04
0
115
0.83
138
0
other
Negative
14
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
89
0.74
121
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
103
0.92
112
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.8
122
1.12
109
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.7
1.8
111
1.07
104
0
other
Hypothyroid
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
1.6
123
0.81
152
0
other
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.89
1.9
151
0.97
155
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.025
0
175
1.03
169
0
other
Hyperthyroid
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
27
0
74
1.01
74
0
other
Hypothyroid
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
19
1.2
102
0
0
0
other
Hypothyroid
61
F
f
f
f
f
f
f
t
f
f
f
f
f
f
5.9
2
82
0
0
0
other
Negative
42
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
125
1.12
112
0
other
Negative
64
M
t
f
f
f
f
f
f
f
f
f
f
f
f
0.03
0
65
0.82
80
0
other
Negative
81
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.9
118
1.02
116
0
SVI
Negative
21
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.4
109
0.73
148
0
SVI
Negative
75
M
f
f
f
t
f
f
f
t
f
f
f
f
f
5.2
0
96
0.89
108
0
other
Negative
64
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0.38
0
100
0.84
119
0
other
Negative
23
M
t
f
f
f
f
f
f
f
f
f
f
f
f
2
0
136
0.67
203
0
other
Negative
39
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
1.6
133
1.02
131
0
SVHC
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.2
141
0.98
144
0
other
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
t
1
1.8
101
0.92
110
0
SVHC
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.6
148
1.29
115
0
SVI
Negative
51
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
1.9
63
0.58
107
0
other
Negative
29
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.9
2.1
96
1.02
96
0
STMW
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.6
105
0
0
0
other
Negative
70
M
f
f
f
t
f
f
f
f
f
f
f
f
f
1.4
1.4
71
0.8
89
0
SVHD
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
1.8
119
0.89
134
0
SVI
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.5
116
0.88
132
0
SVI
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2
136
1.14
119
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
33
1.9
65
0.94
70
0
other
Hypothyroid
77
F
f
f
f
f
f
f
f
f
t
f
f
f
f
12
1.7
123
1.03
120
0
other
Hypothyroid
55
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.065
0
206
0.81
254
0
other
Hyperthyroid
40
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.3
0
152
1.5
102
0
other
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.4
0
101
1.02
99
0
other
Negative
28
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
104
1.03
101
0
other
Negative
39
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.11
0
135
1.01
135
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
121
1.08
112
0
STMW
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
2.1
107
0.95
113
0
other
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.065
2.2
137
1.02
135
0
other
Negative
32
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.4
150
0.96
155
0
SVHC
Negative
61
F
f
f
f
t
f
f
f
f
f
f
f
f
f
29
1.5
61
0.96
64
0
other
Hypothyroid
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
0
56
0.76
73
0
other
Negative
27
F
f
t
f
f
t
f
f
f
f
f
f
f
f
0
0
110
1.1
100
0
other
Negative
78
F
t
f
f
f
f
f
t
t
f
f
f
f
f
1.2
1.2
82
1.01
81
0
other
Negative
69
M
f
f
f
f
f
f
t
f
f
f
f
f
f
2.1
2.5
131
1.03
126
0
other
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
2.3
116
1.08
107
0
other
Negative
63
M
f
f
f
f
f
f
f
t
f
f
f
f
f
3
1.7
93
0.64
146
0
other
Negative
62
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
0
69
0.87
79
0
other
Negative
67
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.98
1.6
147
0.89
165
0
other
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.5
102
0.93
110
0
other
Negative
57
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.57
2.7
189
1.35
140
0
other
Negative
16
F
t
f
f
f
f
f
f
f
f
f
f
t
f
29
1.9
58
1.03
56
0
other
Hypothyroid
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.85
2.3
66
1.07
62
0
other
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.49
2
123
0
0
0
other
Negative
70
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.6
2.8
122
1.09
112
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.73
0
127
1.05
121
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.72
0
120
0.97
123
0
SVI
Negative
66
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
2.3
119
0.9
132
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.51
1.2
76
0.74
102
0
SVI
Negative
85
F
f
f
f
f
f
f
f
f
f
f
f
f
f
114
0.3
24
0.61
39
0
SVI
Hypothyroid
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.18
1.5
90
0.79
115
0
SVI
Negative
38
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.8
1.6
131
0
0
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
t
f
f
0
0
96
0.95
100
0
other
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
t
f
0.01
4.7
141
0.9
156
0
other
Negative
65
F
t
f
f
f
f
f
t
f
t
f
f
f
f
2.1
1.7
164
1.09
151
0
other
Negative
42
F
f
f
f
f
f
t
f
f
f
f
f
f
f
9.099999
0
120
1.07
112
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.92
1.6
89
0.82
108
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.96
1.5
77
1.15
67
0
STMW
Negative
69
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.34
0
115
1.02
113
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
93
0.91
102
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
33
3.2
0
0
0
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
71
1.01
70
0
other
Negative
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
0
99
1.01
98
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4
2.7
132
1.39
96
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
1.3
71
0
0
0
other
Negative
76
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0
0
98
1.12
87
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
0
106
1.15
93
0
SVI
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.87
1.8
107
0.88
121
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.6
1.5
92
1.02
90
0
SVHC
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.96
1.4
105
1.01
105
0
SVI
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
1.6
139
0.93
150
0
SVHC
Negative
43
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
0
81
0.84
97
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
1.7
138
1.02
136
0
SVHC
Negative