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
23
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
100
0.72
139
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
f
f
f
f
f
4.7
0
70
0.95
74
0
SVHC
Negative
84
M
f
f
f
f
f
f
f
f
t
f
f
t
f
0.54
0
72
0.7
103
0
SVI
Negative
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
90
1.11
81
0
other
Negative
36
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.93
0
78
0.79
99
0
SVI
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
0
101
0.66
153
0
SVI
Negative
79
M
f
f
f
t
f
f
f
f
f
f
f
f
f
2
1.8
103
1
103
0
SVI
Negative
44
M
t
f
f
f
f
f
f
f
f
t
f
f
t
1.4
0
70
0.7
100
0
SVHC
Negative
44
F
f
f
f
f
f
f
t
t
f
f
f
f
f
0.12
0
106
0.93
114
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
0
76
0
0
0
other
Negative
75
F
f
f
f
f
f
f
f
t
f
f
f
f
f
1.2
1.2
77
0.65
118
0
SVI
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
92
0.85
108
0
other
Negative
30
F
f
f
f
f
f
f
f
f
f
f
f
f
t
3.5
0
69
0.86
80
0
SVHC
Negative
60
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.45
2.5
153
1.05
146
0
SVHC
Negative
24
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
116
0.8
145
0
SVHC
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.1
0
64
0.78
82
0
other
Negative
64
M
t
f
f
f
f
f
f
t
f
f
f
f
f
3.3
0
89
0.65
137
0
other
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.96
0
128
0.8
160
0
SVI
Negative
56
F
f
f
f
f
f
f
f
f
t
f
f
f
f
4.4
1.9
88
0.83
106
0
SVI
Negative
40
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0.05
0
146
1.04
140
0
other
Negative
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
62
0.9
69
0
SVI
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.78
0
134
0.94
143
0
SVHC
Negative
56
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.53
0
107
0.97
109
0
SVI
Negative
71
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.8
0
83
0.77
108
0
SVI
Negative
63
F
t
f
f
f
f
f
f
f
f
f
f
f
f
11
0
57
1
57
0
other
Hypothyroid
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.2
1.9
94
0.9
104
0
other
Negative
10
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
0
109
1
109
0
other
Negative
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0
other
Negative
52
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
97
0.87
112
0
SVI
Negative
67
M
f
f
f
f
f
f
f
f
t
f
f
f
f
1.7
0
86
0.82
105
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.1
0
134
1.17
115
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
3.2
174
0
0
0
SVI
Hyperthyroid
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
0
101
0.58
174
0
other
Negative
80
F
f
f
f
f
f
f
f
f
f
f
f
f
f
3.9
2.1
101
0.92
110
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
0
57
0.66
86
0
SVI
Negative
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
0
71
0.82
87
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
17
1.4
104
1.15
90
0
SVI
Hypothyroid
43
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
82
0.88
93
0
SVI
Negative
62
F
t
f
f
f
f
f
f
f
t
f
f
f
f
3.9
0
84
1.02
82
0
other
Negative
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
78
0.7
111
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.12
0
115
0.91
126
0
other
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.89
2.1
114
1.04
110
0
other
Negative
65
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.73
1.8
85
0.9
94
0
other
Negative
65
F
t
f
f
f
f
f
t
t
f
f
f
f
f
4.1
2.1
135
1.19
113
0
other
Negative
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
1.5
71
0.73
97
0
other
Negative
31
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0
other
Negative
57
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
79
0.85
92
0
other
Negative
74
F
f
f
f
t
f
f
f
f
f
f
f
f
f
53
1
49
1.25
39
0
SVI
Hypothyroid
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
5.8
0
71
0.71
100
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.06
0
118
0.65
182
0
other
Negative
42
F
t
f
f
f
f
f
f
t
f
f
f
f
f
2.3
1.3
59
0.73
81
0
other
Negative
76
M
f
f
f
f
f
f
f
f
f
f
f
f
f
7.4
0
122
0.94
130
0
SVI
Hypothyroid
69
F
f
f
f
f
f
f
f
f
f
f
f
t
f
3.6
0
68
0.8
85
0
SVI
Negative
63
F
t
f
f
f
f
f
f
t
f
f
f
f
f
3.4
0
111
0.88
126
0
other
Negative
42
F
f
f
t
f
f
f
f
f
f
f
f
f
f
2.4
1.8
102
0.95
107
0
other
Negative
15
F
f
f
f
f
f
f
f
f
t
f
f
f
f
12
0
92
0.96
96
0
other
Hypothyroid
48
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
0
104
1.09
95
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
0
62
0.77
81
0
other
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.74
0
94
0.84
112
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
113
1.1
103
0
STMW
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
124
0.82
151
0
SVHC
Negative
35
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
0
other
Negative
75
F
t
f
f
f
f
f
f
t
f
f
f
f
f
18
0
54
1.03
53
0
SVI
Hypothyroid
62
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
81
0.78
104
0
SVI
Negative
84
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.34
0
105
0.93
113
0
SVI
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.3
0
111
0.92
121
0
SVI
Negative
16
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.6
0
122
0.86
142
0
SVHC
Negative
54
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
0
105
0.82
128
0
SVHC
Negative
78
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.97
0
97
0.73
133
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
125
1.05
119
0
SVI
Negative
72
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
93
1
93
0
other
Negative
46
F
f
f
f
f
f
f
f
f
f
t
f
f
t
0
0
70
0.75
93
0
SVHC
Negative
69
F
t
f
f
f
f
f
f
f
f
f
f
t
f
0
0
94
0.94
100
0
SVI
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
67
0.79
85
0
other
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
76
0.66
115
0
other
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
88
0.74
119
0
SVI
Negative
56
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0
0
64
0.83
77
0
SVI
Negative
22
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
91
0.92
99
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
75
0.85
88
0
other
Negative
31
M
f
f
f
f
f
f
f
t
f
f
f
f
f
0
0
66
1.02
65
0
other
Negative