Datasets:
electricsheepafrica
/
africa-synth-clinical-chemistry-biochemistry-all

Dataset card Data Studio Files
xet
 Community
id
int64
age
int64
sex
string
facility_level
string
indication
string
automated_analyzer
int64
method
string
glucose_ordered
int64
glucose_available
int64
glucose_result
float64
glucose_elevated
int64
hba1c_ordered
int64
hba1c_available
int64
hba1c_result
float64
creatinine_ordered
int64
creatinine_available
int64
creatinine_umol
float64
creatinine_elevated
int64
urea_available
int64
electrolytes_available
int64
liver_panel_ordered
int64
liver_panel_available
int64
alt_result
float64
alt_elevated
int64
bilirubin_available
int64
lipid_ordered
int64
lipid_available
int64
total_cholesterol
float64
cardiac_enzymes_ordered
int64
cardiac_enzymes_available
int64
thyroid_ordered
int64
thyroid_available
int64
tat_hours
float64
tat_within_target
int64
reagent_stockout
int64
test_not_done_stockout
int64
specimen_rejected
int64
hemolyzed_sample
int64
eqa_participating
int64
critical_value_flagged
int64
critical_value_communicated
int64
referred_to_higher_lab
int64
year
int64
101
27
male
health_centre
hiv_monitoring
0
poc_glucometer
1
0
null
0
0
0
null
0
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
30.3
0
0
0
0
0
1
0
0
0
2,023
102
70
female
tertiary
liver_disease
0
semi_automated
1
1
6.7
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
16.7
0
0
0
0
0
0
0
0
0
2,021
103
26
male
health_centre
diabetes_monitoring
0
poc_glucometer
0
0
null
0
0
0
null
1
0
null
0
0
1
0
0
null
0
0
0
0
null
0
0
0
0
9.8
0
1
0
0
1
0
0
0
0
2,019
104
37
male
district
diabetes_screen
0
poc_glucometer
1
1
4
0
0
0
null
1
1
56
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
17.3
0
1
1
0
0
0
0
0
0
2,021
105
30
male
health_centre
diabetes_monitoring
0
semi_automated
1
1
12.8
1
0
0
null
1
0
null
0
0
0
0
0
null
0
0
1
0
null
0
0
0
0
16.7
0
1
1
0
0
0
0
0
0
2,020
106
35
male
regional
cardiac_workup
0
manual_colorimetric
1
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
1
0
0
0
21.6
0
0
0
0
0
1
0
0
0
2,022
107
25
female
district
ncd_screening
0
poc_glucometer
0
0
null
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
6.3
0
1
0
0
0
0
0
0
0
2,020
108
30
female
health_centre
ncd_screening
0
semi_automated
1
0
null
0
0
0
null
1
1
161
1
0
0
0
0
null
0
0
0
0
null
0
0
0
0
5.9
1
0
0
0
0
0
0
0
0
2,019
109
37
male
district
liver_disease
0
poc_glucometer
1
0
null
0
0
0
null
1
1
123
1
1
0
0
0
null
0
0
0
0
null
0
0
0
0
37.2
0
0
0
0
0
0
0
0
0
2,020
110
44
female
health_centre
liver_disease
0
semi_automated
1
1
8.9
1
0
0
null
1
0
null
0
0
1
0
0
null
0
0
0
0
null
0
0
0
0
8.9
0
1
1
0
0
0
0
0
0
2,023
111
90
female
health_centre
diabetes_monitoring
0
semi_automated
1
0
null
0
0
0
null
0
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
15.4
0
1
1
0
0
1
0
0
0
2,022
112
38
female
health_centre
diabetes_monitoring
0
semi_automated
1
0
null
0
0
0
null
1
0
null
0
0
1
0
0
null
0
0
0
0
null
0
0
0
0
10.7
0
0
0
0
0
1
0
0
1
2,022
113
48
female
health_centre
fever_workup
0
semi_automated
1
1
8.9
1
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
9.7
0
0
0
0
0
1
0
0
0
2,019
114
51
male
regional
hiv_monitoring
1
automated
0
0
null
0
0
0
null
0
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
11.4
0
0
0
0
0
0
0
0
0
2,022
115
25
female
district
kidney_disease
0
poc_glucometer
1
1
6.2
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
1
0
8.2
0
0
0
0
0
0
0
0
0
2,022
116
46
female
tertiary
liver_disease
0
poc_glucometer
0
0
null
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
27.1
0
0
0
0
0
0
0
0
0
2,022
117
75
male
tertiary
diabetes_monitoring
0
poc_glucometer
1
1
3
0
1
0
null
1
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
21.8
0
0
0
0
0
0
0
0
0
2,023
118
90
male
district
other
0
semi_automated
1
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
21.8
0
0
0
0
0
1
0
0
0
2,020
119
19
female
regional
diabetes_monitoring
0
manual_colorimetric
0
0
null
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
13.6
0
0
0
1
0
0
0
0
0
2,021
120
33
female
district
kidney_disease
0
semi_automated
1
1
7.6
1
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
11.2
0
0
0
0
0
1
0
0
0
2,021
121
44
female
district
hiv_monitoring
0
poc_glucometer
1
1
10.9
1
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
1
0
12.1
0
0
0
0
0
0
0
0
0
2,020
122
45
male
health_centre
diabetes_screen
0
semi_automated
1
1
4.4
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
7.1
0
0
0
0
0
0
0
0
0
2,021
123
29
female
health_centre
diabetes_screen
1
automated
0
0
null
0
1
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
9.6
0
0
0
0
0
0
0
0
0
2,023
124
35
female
regional
other
0
manual_colorimetric
1
1
6.6
0
0
0
null
1
1
188
1
0
0
0
0
null
0
0
0
0
null
0
0
0
0
6.7
0
1
0
0
0
0
0
0
0
2,023
125
57
female
health_centre
preoperative
0
poc_glucometer
0
0
null
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
14.3
0
0
0
0
0
0
0
0
0
2,021
126
63
female
health_centre
fever_workup
1
automated
1
1
7.6
1
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
21
0
0
0
0
0
0
0
0
0
2,023
127
38
female
regional
hiv_monitoring
1
automated
0
0
null
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
23.8
0
0
0
0
0
1
0
0
0
2,021
128
48
female
district
liver_disease
0
poc_glucometer
1
0
null
0
0
0
null
1
1
104
0
0
0
1
1
62
1
1
0
0
null
0
0
0
0
8.4
0
1
0
0
0
0
0
0
0
2,020
129
17
female
tertiary
kidney_disease
0
semi_automated
1
1
9.8
1
0
0
null
1
0
null
0
0
1
0
0
null
0
0
0
0
null
0
0
0
0
16.3
0
1
0
0
0
0
0
0
0
2,020
130
37
female
tertiary
diabetes_monitoring
0
poc_glucometer
1
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
15.2
0
0
0
0
0
1
0
0
0
2,021
131
32
female
health_centre
diabetes_monitoring
0
poc_glucometer
1
0
null
0
1
0
null
0
0
null
0
0
0
1
1
52
1
1
0
0
null
0
0
0
0
4.2
1
0
0
0
0
0
0
0
0
2,023
132
18
female
health_centre
preoperative
0
poc_glucometer
1
1
5
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
1
0
7.3
0
1
1
0
0
1
0
0
1
2,023
133
20
male
tertiary
cardiac_workup
1
automated
1
1
7.1
1
0
0
null
1
0
null
0
0
1
0
0
null
0
0
0
0
null
0
0
0
0
8.7
0
0
0
0
0
0
0
0
0
2,021
134
56
female
district
ncd_screening
0
manual_colorimetric
1
0
null
0
0
0
null
1
0
null
0
0
0
1
0
null
0
0
1
1
5.1
0
0
0
0
11.6
0
0
0
0
0
0
0
0
0
2,022
135
60
female
district
kidney_disease
0
manual_colorimetric
1
1
8.1
1
0
0
null
1
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
14.2
0
1
1
0
0
0
0
0
0
2,019
136
26
male
district
liver_disease
0
semi_automated
1
0
null
0
0
0
null
1
1
85
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
6.9
0
0
0
0
0
0
0
0
0
2,023
137
39
female
district
ncd_screening
0
semi_automated
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
1
0
null
0
0
0
0
21.6
0
1
1
0
1
0
0
0
0
2,019
138
37
female
tertiary
ncd_screening
0
poc_glucometer
1
1
3.3
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
6.3
0
1
1
0
0
0
0
0
0
2,020
139
40
male
health_centre
other
0
semi_automated
0
0
null
0
0
0
null
1
0
null
0
0
0
1
1
23
0
1
0
0
null
0
0
0
0
8.1
0
0
0
0
0
0
0
0
0
2,021
140
26
female
regional
kidney_disease
0
semi_automated
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
9
0
0
0
0
0
0
0
0
1
2,022
141
87
male
tertiary
cardiac_workup
1
automated
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
5.3
1
0
0
0
0
1
0
0
0
2,023
142
23
male
health_centre
diabetes_screen
0
poc_glucometer
1
1
5.6
0
1
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
18.6
0
0
0
0
0
1
0
0
0
2,022
143
12
female
regional
diabetes_screen
1
automated
0
0
null
0
0
0
null
1
0
null
0
0
1
1
1
67
1
1
0
0
null
0
0
0
0
11.8
0
1
0
0
0
0
0
0
0
2,021
144
23
female
health_centre
diabetes_monitoring
0
semi_automated
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
31.1
0
1
0
0
0
0
0
0
0
2,021
145
23
male
health_centre
kidney_disease
1
automated
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
10.2
0
1
0
0
0
1
0
0
0
2,019
146
29
female
health_centre
liver_disease
0
manual_colorimetric
1
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
5.8
1
0
0
0
0
0
0
0
0
2,020
147
50
male
health_centre
hiv_monitoring
0
poc_glucometer
1
1
8.5
1
0
0
null
0
0
null
0
0
0
1
1
14
0
1
0
0
null
0
0
0
0
11.2
0
1
0
0
0
1
0
0
0
2,021
148
71
male
regional
cardiac_workup
1
automated
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
1
1
0
0
13.5
0
0
0
0
0
0
0
0
0
2,021
149
43
female
tertiary
preoperative
0
poc_glucometer
0
0
null
0
0
0
null
0
0
null
0
0
0
1
1
7
0
1
0
0
null
0
0
0
0
9.1
0
1
1
0
0
0
0
0
0
2,023
150
37
female
district
hiv_monitoring
1
automated
1
1
3.5
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
17.1
0
0
0
0
0
0
0
0
0
2,019
151
35
female
regional
cardiac_workup
1
automated
1
1
10.5
1
0
0
null
0
0
null
0
0
0
1
1
16
0
1
0
0
null
0
0
0
0
13.4
0
0
0
0
0
0
0
0
0
2,023
152
43
female
district
fever_workup
0
semi_automated
1
1
3.5
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
74
0
1
1
0
0
0
0
0
0
2,022
153
39
female
district
diabetes_monitoring
0
manual_colorimetric
1
1
4.9
0
1
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
7.1
0
0
0
0
0
0
0
0
0
2,023
154
35
female
health_centre
cardiac_workup
0
manual_colorimetric
1
0
null
0
0
0
null
1
0
null
0
0
0
1
1
13
0
1
0
0
null
1
0
0
0
12.6
0
0
0
0
0
0
0
0
0
2,022
155
28
female
district
cardiac_workup
0
semi_automated
0
0
null
0
0
0
null
1
1
150
1
1
0
0
0
null
0
0
0
0
null
1
0
0
0
5.4
1
0
0
0
0
0
0
0
0
2,021
156
13
male
health_centre
liver_disease
0
poc_glucometer
0
0
null
0
0
0
null
1
1
72
0
1
1
0
0
null
0
0
0
0
null
0
0
0
0
16.6
0
0
0
0
1
0
0
0
1
2,019
157
39
male
district
hiv_monitoring
0
poc_glucometer
0
0
null
0
0
0
null
1
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
14.7
0
1
1
0
0
0
0
0
0
2,022
158
78
female
regional
diabetes_screen
0
poc_glucometer
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
1
0
6.1
0
1
1
0
0
0
0
0
0
2,022
159
67
male
district
ncd_screening
0
manual_colorimetric
0
0
null
0
0
0
null
0
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
1
0
15.6
0
0
0
0
1
0
0
0
0
2,023
160
57
female
health_centre
cardiac_workup
0
poc_glucometer
1
0
null
0
0
0
null
1
1
96
0
1
0
1
0
null
0
0
0
0
null
1
0
0
0
13.3
0
1
0
0
0
0
0
0
0
2,022
161
35
female
tertiary
ncd_screening
1
automated
1
1
6.7
0
0
0
null
1
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
10.4
0
0
0
0
0
1
0
0
0
2,023
162
43
female
district
cardiac_workup
0
semi_automated
1
1
3.7
0
0
0
null
1
1
30
0
1
1
1
0
null
0
0
0
0
null
1
0
0
0
10.3
0
0
0
0
0
1
0
0
1
2,023
163
30
female
health_centre
diabetes_screen
0
manual_colorimetric
0
0
null
0
1
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
8.8
0
1
0
0
0
0
0
0
0
2,022
164
30
female
health_centre
other
0
manual_colorimetric
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
32.7
0
1
1
0
1
0
0
0
0
2,020
165
29
female
health_centre
kidney_disease
0
manual_colorimetric
1
1
5.3
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
15
0
0
0
0
0
0
0
0
0
2,023
166
29
female
district
diabetes_monitoring
0
poc_glucometer
1
0
null
0
1
0
null
0
0
null
0
0
0
0
0
null
0
0
1
0
null
0
0
0
0
21.6
0
1
1
0
0
0
0
0
0
2,020
167
22
male
regional
fever_workup
0
poc_glucometer
1
1
3.2
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
3.8
1
0
0
0
0
0
0
0
0
2,023
168
18
female
district
cardiac_workup
0
manual_colorimetric
0
0
null
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
12.7
0
1
1
0
0
0
0
0
0
2,020
169
57
male
health_centre
preoperative
0
poc_glucometer
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
10.8
0
1
0
0
0
1
0
0
1
2,023
170
41
male
regional
diabetes_screen
0
semi_automated
0
0
null
0
1
0
null
1
1
197
1
1
0
0
0
null
0
0
0
0
null
0
0
0
0
30.6
0
0
0
0
0
0
0
0
0
2,022
171
29
female
health_centre
ncd_screening
0
poc_glucometer
0
0
null
0
0
0
null
0
0
null
0
0
0
1
1
52
1
1
0
0
null
0
0
0
0
5.9
1
0
0
0
0
0
0
0
0
2,019
172
46
male
tertiary
hiv_monitoring
0
manual_colorimetric
1
0
null
0
0
0
null
1
1
115
0
1
0
1
1
24
0
1
0
0
null
0
0
0
0
14.7
0
0
0
0
0
0
0
0
0
2,020
173
33
female
district
ncd_screening
0
manual_colorimetric
0
0
null
0
0
0
null
0
0
null
0
0
0
1
0
null
0
0
1
1
8
0
0
0
0
8.5
0
0
0
0
0
0
0
0
0
2,022
174
36
male
district
diabetes_screen
0
poc_glucometer
1
1
4.4
0
1
0
null
0
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
7.9
0
1
1
0
0
0
0
0
0
2,023
175
90
female
health_centre
preoperative
0
poc_glucometer
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
5.5
1
0
0
0
0
0
0
0
0
2,022
176
33
female
health_centre
ncd_screening
0
semi_automated
0
0
null
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
1
0
null
0
0
0
0
10.4
0
1
0
0
0
0
0
0
0
2,019
177
32
female
health_centre
kidney_disease
0
semi_automated
1
0
null
0
0
0
null
1
0
null
0
0
0
1
1
38
0
1
0
0
null
0
0
0
0
8.2
0
0
0
0
0
0
0
0
0
2,023
178
43
female
health_centre
diabetes_screen
0
poc_glucometer
1
0
null
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
7
0
0
0
0
0
1
0
0
0
2,022
179
32
female
health_centre
kidney_disease
0
semi_automated
1
1
7.5
1
0
0
null
1
1
104
0
1
0
0
0
null
0
0
0
0
null
0
0
0
0
11.3
0
0
0
0
0
0
0
0
0
2,020
180
49
female
health_centre
ncd_screening
0
semi_automated
0
0
null
0
0
0
null
0
0
null
0
0
0
1
1
15
0
1
0
0
null
0
0
0
0
9.6
0
0
0
0
0
0
0
0
1
2,023
181
32
female
district
ncd_screening
0
poc_glucometer
1
0
null
0
0
0
null
0
0
null
0
0
0
1
1
43
1
1
0
0
null
0
0
0
0
24.2
0
1
0
0
0
1
0
0
0
2,019
182
45
male
health_centre
liver_disease
0
semi_automated
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
27
0
1
0
0
1
0
0
0
1
2,021
183
75
female
health_centre
kidney_disease
0
semi_automated
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
9.9
0
0
0
0
0
0
0
0
0
2,021
184
37
male
regional
diabetes_screen
0
poc_glucometer
1
1
4.6
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
10
0
0
0
0
0
0
0
0
0
2,022
185
53
female
district
diabetes_monitoring
0
manual_colorimetric
0
0
null
0
1
0
null
0
0
null
0
0
0
0
0
null
0
0
1
0
null
0
0
0
0
5.2
1
0
0
1
0
0
0
0
0
2,022
186
90
male
tertiary
diabetes_monitoring
1
automated
0
0
null
0
1
0
null
1
1
90
0
1
0
0
0
null
0
0
0
0
null
0
0
0
0
32.2
0
0
0
0
0
1
0
0
0
2,021
187
46
male
district
liver_disease
0
semi_automated
1
1
3.5
0
0
0
null
1
0
null
0
0
1
0
0
null
0
0
0
0
null
0
0
0
0
14.6
0
1
1
0
0
0
0
0
1
2,021
188
19
male
district
diabetes_screen
0
manual_colorimetric
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
17.9
0
1
1
0
0
0
0
0
0
2,022
189
16
female
regional
cardiac_workup
1
automated
1
1
4.8
0
0
0
null
0
0
null
0
0
0
1
1
31
0
1
0
0
null
0
0
0
0
20.4
0
1
0
0
0
0
0
0
0
2,023
190
41
female
district
ncd_screening
0
poc_glucometer
1
1
5.8
0
0
0
null
0
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
11.6
0
0
0
0
0
1
0
0
0
2,021
191
33
male
regional
liver_disease
0
poc_glucometer
0
0
null
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
26.8
0
1
0
0
0
0
0
0
0
2,020
192
20
male
health_centre
liver_disease
0
poc_glucometer
1
1
5
0
0
0
null
1
1
106
0
1
0
0
0
null
0
0
0
0
null
0
0
0
0
8.3
0
0
0
0
0
0
0
0
0
2,023
193
30
female
tertiary
diabetes_monitoring
1
automated
0
0
null
0
0
0
null
1
1
141
1
1
0
0
0
null
0
0
0
0
null
0
0
0
0
15.9
0
0
0
0
0
1
0
0
0
2,022
194
82
female
district
liver_disease
0
poc_glucometer
1
0
null
0
0
0
null
1
0
null
0
0
0
1
0
null
0
0
0
0
null
0
0
0
0
17.6
0
0
0
0
0
1
0
0
0
2,021
195
24
female
health_centre
ncd_screening
0
manual_colorimetric
1
1
5.4
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
8.5
0
1
1
0
0
1
0
0
0
2,021
196
42
male
district
kidney_disease
0
poc_glucometer
1
0
null
0
0
0
null
1
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
7.3
0
0
0
0
0
1
0
0
0
2,022
197
71
female
health_centre
other
0
poc_glucometer
1
1
7.8
1
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
11.9
0
0
0
0
0
0
0
0
1
2,020
198
23
female
tertiary
hiv_monitoring
0
poc_glucometer
1
1
6.9
0
0
0
null
0
0
null
0
0
0
1
1
20
0
1
0
0
null
0
0
0
0
25.8
0
0
0
0
0
1
0
0
0
2,020
199
23
male
district
diabetes_screen
0
semi_automated
0
0
null
0
1
0
null
0
0
null
0
0
0
1
1
51
1
1
0
0
null
0
0
0
0
6.7
0
0
0
0
0
0
0
0
0
2,019
200
69
female
tertiary
diabetes_monitoring
0
poc_glucometer
1
1
4.7
0
0
0
null
0
0
null
0
0
0
0
0
null
0
0
0
0
null
0
0
0
0
4.2
1
1
1
0
0
1
0
0
0
2,022