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
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.1
1.6
94
0.92
102
0
other
Negative
42
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
151
0.98
154
0
SVHC
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
22
1.2
71
1.11
64
0
SVI
Hypothyroid
24
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
0
142
1.2
118
0
other
Negative
68
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
2
87
0.95
91
0
other
Negative
65
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.035
0
113
0.85
133
0
other
Negative
25
M
f
f
f
f
f
f
f
f
f
f
f
f
f
236
0.2
16
0.94
17
0
other
Hypothyroid
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
2.2
0
0
95
0
other
Negative
63
M
f
f
f
f
f
f
f
f
f
f
f
f
f
33
1.5
128
0
0
0
other
Hypothyroid
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
101
1.09
93
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.8
1.8
94
1
94
0
other
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
63
0.88
72
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0.6
79
0.91
87
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
34
1.7
78
0.9
87
0
other
Hypothyroid
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
99
0.99
100
0
other
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.2
0
0
0
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.26
2.7
120
1.27
95
0
other
Negative
55
F
f
f
f
t
f
f
f
f
f
f
f
f
f
0.99
1.3
93
0.86
108
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
0
101
0.9
113
0
other
Negative
68
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.47
0
117
1.02
115
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.1
2.2
136
1.24
110
0
other
Hypothyroid
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.035
2.3
160
1.05
151
0
other
Negative
34
F
f
f
t
f
f
f
f
f
t
f
f
f
f
27
4.4
273
1.22
222
0
STMW
Hyperthyroid
77
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.5
117
0.86
136
0
SVI
Negative
74
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
175
1.15
153
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.8
1.7
97
0.91
107
0
SVI
Negative
59
F
f
f
f
t
f
f
f
f
f
f
f
f
f
1.7
1.2
101
0.9
112
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
1
154
1.03
149
0
other
Negative
23
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.4
76
0.83
91
0
SVI
Negative
79
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0.02
2.4
99
0.73
135
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.8
0
144
1.29
111
0
other
Hypothyroid
25
F
f
f
f
f
t
f
f
f
f
f
f
t
f
0
2.2
113
1.08
105
0
STMW
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.75
2.3
119
0.94
126
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.4
2.7
155
1.43
109
0
SVHC
Negative
23
F
f
f
f
f
f
f
f
f
t
t
f
f
f
7.9
2.2
104
1.07
97
0
SVHC
Hypothyroid
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
1.8
122
1.1
111
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
131
0.95
137
0
other
Negative
47
F
f
f
f
f
f
f
f
f
f
t
f
f
f
2.2
2
108
1.08
100
0
SVHC
Negative
44
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2
1.3
136
0.94
145
0
SVHD
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3
2.1
86
0.99
86
0
STMW
Negative
31
M
t
f
f
f
f
t
f
f
f
f
f
f
f
1.6
0
111
1
111
0
other
Negative
75
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.02
0
150
0.88
171
0
SVHD
Hyperthyroid
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.005
2.1
98
0.9
109
0
SVHC
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.63
2.3
139
1.11
125
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
5.3
272
0.97
281
0
other
Hyperthyroid
77
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.3
1.8
104
1.04
100
0
other
Negative
47
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
98
1.14
86
0
SVI
Negative
46
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.02
4.5
156
0.76
205
0
other
Hyperthyroid
42
M
f
f
t
f
f
f
f
f
t
f
f
f
f
0.67
1.9
74
0.79
93
0
other
Negative
50
M
f
f
f
f
f
f
f
f
t
f
f
f
f
13
1.3
86
0.87
99
0
other
Hypothyroid
19
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
1.6
94
1.06
89
0
other
Negative
49
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
32
other
Hyperthyroid
53
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.32
0
145
0.96
152
0
other
Negative
28
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.2
1.5
83
0
0
0
other
Negative
28
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
1.9
86
0
0
0
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.81
0
192
1.44
134
0
other
Negative
32
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.005
2.9
138
1.15
120
0
other
Negative
64
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.2
2.3
177
1.51
117
0
other
Negative
19
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.3
82
0.88
92
0
other
Negative
21
F
t
f
f
f
f
f
f
f
f
f
f
f
t
1.2
1.6
99
0.87
114
0
SVHC
Negative
35
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
139
1.13
123
0
other
Negative
69
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
2.1
113
0.88
128
0
SVI
Negative
76
M
t
f
f
f
f
f
f
t
f
f
f
f
f
1.2
2.1
81
0.94
86
0
other
Negative
18
F
t
f
f
f
f
f
f
f
f
f
f
f
f
478
0
45
1.3
34
0
other
Hypothyroid
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.02
3.3
200
1
200
0
SVI
Hyperthyroid
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
98
1.04
95
0
other
Negative
36
F
f
f
f
f
f
f
f
t
f
f
f
f
f
2.3
0
125
0.93
135
0
other
Negative
61
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
0
129
1.14
114
0
STMW
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5
2.4
99
1.07
93
0
other
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.299999
1.9
85
1.07
80
0
SVHC
Hypothyroid
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.1
121
1.12
108
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
t
f
f
t
1.6
1.8
89
0.8
112
0
SVHC
Negative
89
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
1.8
86
1.04
83
0
other
Negative
54
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.52
0
96
0.69
140
0
SVI
Negative
26
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.9
2.9
94
1.15
82
0
SVHC
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
2.8
96
0.82
118
0
other
Negative
75
M
f
f
f
f
f
f
f
t
f
f
f
f
f
1.8
2
102
0.83
124
0
other
Negative
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.6
87
1.13
78
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
1.9
114
0
0
0
SVI
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.7
1.7
101
0
0
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.6
2.3
114
0
0
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
147
1.07
138
0
other
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.94
2.4
80
1.06
76
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
t
2
2.5
109
1.03
105
0
SVHC
Negative
41
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.8
0
149
1
148
0
other
Negative
53
F
f
f
f
f
f
f
f
f
f
f
f
t
f
0.005
0
103
1.08
95
0
SVI
Negative
52
M
t
t
f
f
f
f
f
f
f
f
f
f
f
0
0
99
0.92
107
0
other
Negative
63
F
f
f
f
f
f
f
t
f
f
f
f
f
f
42
1.6
60
0.93
64
0
other
Hypothyroid
88
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
0
78
0.78
100
0
other
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.61
1.7
107
0.81
132
0
SVI
Negative
38
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.5
95
0.91
104
0
SVI
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
6.9
0
85
0.89
95
0
other
Hypothyroid
68
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
1.8
120
1.09
110
0
SVHC
Negative
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.78
2
102
0.97
106
0
SVHC
Negative
60
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
1.7
103
0.89
116
0
SVI
Negative
46
M
f
f
f
f
f
f
f
f
f
f
f
f
t
0.98
2.5
120
1.06
113
0
SVHC
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.4
1.6
110
0.85
129
0
SVHC
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.9
1.6
90
0.79
114
0
other
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
4.8
2.5
66
0.89
75
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
134
0.98
137
0
SVI
Negative