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
59
M
f
f
f
t
f
f
f
f
f
f
f
f
f
0.3
2.4
86
0.9
96
0
SVI
Negative
24
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.5
0
166
1.59
104
0
other
Negative
27
F
f
f
f
f
f
f
f
f
t
f
f
f
f
2
2.5
90
1.06
85
0
STMW
Negative
32
M
f
f
f
f
f
f
f
f
f
f
f
f
f
109
0.2
3
1.02
3
0
other
Hypothyroid
49
F
t
f
f
f
f
f
f
f
f
f
f
f
f
1.2
0
87
0.91
95
0
other
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
3.7
152
0.93
164
0
SVI
Hyperthyroid
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
1.3
101
0
0
0
SVI
Negative
68
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2.2
117
0.86
136
0
SVI
Negative
47
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2
142
1
142
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.4
103
0.97
107
0
SVI
Negative
40
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.5
131
0.91
144
0
SVI
Negative
73
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
2.9
116
1.18
99
0
SVI
Negative
33
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.3
2.5
101
0.9
112
0
SVHC
Negative
66
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.05
1.8
133
1.02
130
0
SVI
Negative
76
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.9
100
1.02
98
0
SVHC
Negative
41
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
3
90
0.96
94
0
SVHC
Negative
75
M
f
f
f
f
f
f
f
f
f
f
f
f
f
2.3
2.6
90
0.99
91
0
other
Negative
54
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
156
1.23
126
0
other
Negative
61
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
87
0.79
109
0
other
Negative
27
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
86
0.93
92
0
other
Negative
34
F
f
f
f
f
t
f
f
f
t
f
f
t
f
0.25
3.9
139
1.27
110
0
other
Hyperthyroid
29
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.6
89
0.98
91
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.05
2.6
132
1.03
128
0
SVI
Negative
37
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.25
2
83
1.14
72
0
other
Negative
59
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.5
2.1
103
0.91
113
0
SVHC
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2
0
102
1.03
93
0
other
Negative
60
M
f
f
t
f
f
f
f
f
f
f
f
f
f
0.2
4
68
1
67
0
other
Hyperthyroid
86
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.8
89
0.89
100
0
SVI
Negative
74
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.6
2.1
120
0.98
122
0
SVI
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
t
0.25
2
114
0.9
128
0
SVI
Negative
78
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.4
118
0.88
135
0
SVI
Negative
57
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.1
93
0.9
104
0
SVI
Negative
38
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.4
2
91
0.78
117
0
SVHC
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.3
103
1.05
98
0
other
Negative
34
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
1.6
107
1.05
102
0
SVHC
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
27
other
Negative
51
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.9
91
1.03
89
0
other
Negative
66
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.9
80
0.85
94
0
SVHC
Negative
44
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
0
106
1.02
105
0
other
Negative
19
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.6
2.3
100
0.94
106
0
other
Negative
35
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2
121
0.81
148
0
other
Negative
59
F
f
f
f
f
f
f
t
f
f
f
f
f
f
0.25
2.4
109
0.97
113
0
other
Negative
83
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.25
2.3
147
1.09
135
0
SVI
Negative
45
F
f
f
f
f
f
f
f
f
f
f
f
f
f
7.4
1.4
108
1.08
100
0
SVI
Hypothyroid
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
6.1
1.3
83
0.88
95
0
SVI
Hypothyroid
79
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.8
2.2
103
0.95
109
0
SVI
Negative
84
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.1
110
1.04
106
0
SVI
Negative
82
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
0.6
139
0.86
161
0
SVI
Negative
34
F
f
f
f
f
f
f
f
f
t
f
f
f
f
0.15
2.3
139
1.06
131
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
25
other
Negative
42
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.9
0
135
0.66
206
0
other
Negative
28
F
f
f
t
f
f
f
f
f
t
f
f
f
f
0.15
1.9
75
1.12
67
0
other
Negative
21
F
f
t
f
f
f
f
f
f
f
f
f
f
f
0
2.8
143
1.25
114
0
other
Negative
64
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
159
1.04
153
0
other
Negative
36
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.5
0
101
0.86
117
0
other
Negative
52
F
f
f
f
f
f
f
f
f
f
f
f
f
f
8.799999
2.3
106
1.25
85
0
other
Hypothyroid
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.5
1.9
87
0.87
100
0
SVI
Negative
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
2.5
2.3
84
0.92
92
0
other
Negative
37
F
f
f
f
f
f
f
f
f
f
f
f
f
t
1.1
2
97
0.99
98
0
SVI
Negative
42
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.5
125
1.22
102
0
other
Negative
40
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
1.7
132
0.93
141
0
other
Negative
41
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1
1.5
100
0.86
116
0
other
Negative
80
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.2
124
0.81
152
0
SVI
Negative
67
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.15
2.9
99
1.14
88
0
SVI
Negative
50
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.5
146
1.18
124
0
SVI
Negative
74
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.4
137
1.18
116
0
SVI
Negative
55
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.7
95
0.79
121
0
other
Negative
79
F
f
f
f
f
f
f
f
f
f
f
f
f
f
17
1.6
66
1
65
0
other
Hypothyroid
43
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
134
1.03
131
0
other
Negative
37
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.3
77
0.8
96
0
other
Negative
55
M
f
t
f
f
f
f
f
f
f
f
f
f
f
0.2
1.8
52
0.95
55
0
other
Negative
72
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
31
other
Hyperthyroid
15
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
4.5
97
0
0
0
other
Negative
69
F
t
f
f
f
f
f
f
f
f
f
f
f
f
4.9
0
116
1.1
105
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
t
f
6.2
0
86
0.9
95
0
other
Hypothyroid
22
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.7
2.2
93
1.08
87
0
other
Negative
26
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
22
other
Negative
15
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
1.8
84
0.98
86
0
other
Negative
87
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.3
1.5
100
1.2
83
0
SVI
Negative
58
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2
107
0.95
113
0
SVI
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0
0
0
0
0
14
other
Negative
60
F
t
f
f
f
f
f
f
f
f
f
f
f
f
0.2
0
159
1.07
149
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.9
2.6
92
0.89
103
0
other
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
2
119
0.86
138
0
SVHC
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1.4
2.1
91
0.99
92
0
SVHC
Negative
55
M
f
f
f
f
f
f
f
f
f
f
f
f
f
3.4
2.3
86
1.08
80
0
SVI
Negative
51
F
f
f
f
f
f
t
f
f
f
f
f
f
f
1
2.2
69
1.04
66
0
other
Negative
75
F
f
f
f
f
f
f
f
f
f
f
f
f
f
9.599999
1.9
79
1
80
0
SVI
Hypothyroid
70
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.6
2.5
98
1.06
92
0
other
Negative
49
M
f
f
f
f
f
f
f
f
f
f
f
f
f
1
2.8
141
1.11
127
0
other
Negative
36
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
3
125
0.74
169
0
SVI
Negative
70
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.7
0.9
73
0
0
0
other
Negative
63
F
f
f
f
f
f
f
f
f
f
f
f
f
f
126
1.3
39
1.08
37
0
other
Hypothyroid
58
F
f
f
f
f
f
f
f
f
t
f
f
f
f
1.7
2.4
133
1.15
116
0
other
Negative
58
F
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.9
93
0.84
111
0
other
Negative
80
M
f
f
f
f
f
f
f
f
t
f
f
f
f
0.2
1.8
111
0.97
114
0
SVI
Negative
56
F
t
f
f
f
f
f
f
t
f
f
f
f
f
0.2
2.1
136
0
0
0
other
Negative
71
F
f
f
f
f
f
f
f
f
t
f
f
t
f
0.2
4.5
125
0.82
152
0
other
Hyperthyroid
31
F
f
f
f
f
f
f
f
f
f
f
f
f
f
1.1
2.2
103
1.05
98
0
SVHC
Negative
45
M
f
f
f
f
f
f
f
f
f
f
f
f
f
0.2
1.8
94
0.84
111
0
SVHC
Negative