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Update (#205)
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Expand Up @@ -8,9 +8,17 @@ Codes retrieved from: https://www.medrxiv.org/content/medrxiv/suppl/2020/05/19/2

By examining the prevalence of codes (number of patients with the code in their record) broken down by clinical system, we can attempt to validate the clinical code sets and the reporting of the conditions. Here is a log for this code set. The prevalence range `%57.02 - 60.44%` suggests that this code set is likely well defined.

_Update **2024-03-15**: Prevalence now 58% - 60%._

| Date | Practice system | Population | Patients from ID | Patient from code |
| ---------- | --------------- | ---------- | ---------------: | ----------------: |
| 2022-03-21 | EMIS | 2658131 | 1515677 (57.02%) | 1515677 (57.02%) |
| 2022-03-21 | TPP | 212662 | 128534 (60.44%) | 128534 (60.44%) |
| 2022-03-21 | Vision | 341594 | 204911 (59.99%) | 204911 (59.99%) |
| 2024-03-15 | EMIS | 2526522 | 1466028 (58%) | 1466176 (58%) |
| 2024-03-15 | TPP | 201758 | 118204 (58.6%) | 118215 (58.6%) |
| 2024-03-15 | Vision | 335186 | 200958 (60%) | 200975 (60%) |

## Audit log

- Find_missing_codes last run 2024-03-15
@@ -1,4 +1,5 @@
XE2px Serum alkaline phosphatase
XE2px Serum alkaline phosphatase level
44F3. Alkaline phosphatase level
44FZ. Serum alkaline phosphatase NOS
44FZ. Serum alkaline phosphatase NOS
44F.. Serum alkaline phosphatase
@@ -0,0 +1,2 @@
^ESCTSE552220 Serum alkaline phosphatase measurement
^ESCTSE552222 Serum alkal phosphatase level
@@ -0,0 +1,3 @@
1000621000000104 Serum alkaline phosphatase level (observable entity)
997611000000101 Total alkaline phosphatase level (observable entity)
271234008 Serum alkaline phosphatase measurement (procedure)
9 changes: 9 additions & 0 deletions shared/clinical-code-sets/tests/corrected-calcium/1/README.md
Expand Up @@ -8,8 +8,17 @@ Codes from https://getset.ga.

By examining the prevalence of codes (number of patients with the code in their record) broken down by clinical system, we can attempt to validate the clinical code sets and the reporting of the conditions. Here is a log for this code set. The prevalence range `38.8% - 45.8%` suggests that this code set is likely well defined, but perhaps missing some EMIS codes.

_Update **2024-03-15**: Prevalence now 43% - 54%._

| Date | Practice system | Population | Patients from ID | Patient from code |
| ---------- | --------------- | ---------- | ---------------: | ----------------: |
| 2022-12-20 | EMIS | 2438146 | 945836 (38.8%) | 945978 (38.8%) |
| 2022-12-20 | TPP | 198637 | 83879 (42.2%) | 89936 (45.3%) |
| 2022-12-20 | Vision | 327196 | 149992 (45.8%) | 150003 (45.8%) |
| 2024-03-15 | EMIS | 2526522 | 1092432 (43.2%) | 1092562 (43.2%) |
| 2024-03-15 | TPP | 201758 | 109306 (54.2%) | 109316 (54.2%) |
| 2024-03-15 | Vision | 335186 | 163744 (48.9%) | 163757 (48.9%) |

## Audit log

- Find_missing_codes last run 2024-03-15
Expand Up @@ -2,4 +2,5 @@
X80Cz Corrected calcium
XaIRn Plasma corrected calcium level
Xabpk Serum adjusted calcium concentration
Xabpr Plasma adjusted calcium concentration
Xabpr Plasma adjusted calcium concentration
XaZyY Calcium adjusted level
@@ -1 +1,9 @@
^ESCTPL833969 Plasma corrected calcium concentration
^ESCTPL833969 Plasma corrected calcium concentration
^ESCT1262172 Calcium substance concentration in serum adjusted for albumin
^ESCT1262173 Calcium molar concentration in serum adjusted for albumin
^ESCTAD459968 Adjusted serum calcium level
^ESCTAD728326 Adjusted calcium level
^ESCTCO459966 Corrected serum calcium measurement
^ESCTCO459967 Corrected serum calcium level
^ESCTCO728325 Corrected measurement of calcium
^ESCTPL651694 Plasma corrected calcium level
@@ -1,4 +1,5 @@
44IC.00 Corrected serum calcium level
44h9.00 Plasma corrected calcium level
44h9000 Plasma adjusted calcium concentration
44IC000 Serum adjusted calcium concentration
44IC000 Serum adjusted calcium concentration
4Q72100 Calcium adjusted level
@@ -0,0 +1,11 @@
166708003 Corrected serum calcium measurement (procedure)
390966005 Plasma corrected calcium level (procedure)
443796007 Corrected measurement of calcium (procedure)
935201000000104 Plasma adjusted calcium concentration (observable entity)
998341000000105 Calcium adjusted level (observable entity)
443796007 Corrected measurement of calcium (procedure)
935051000000108 Serum adjusted calcium concentration (observable entity)
6911000237101 Substance concentration of calcium adjusted in serum (observable entity)
261000237104 Substance concentration of calcium adjusted in plasma (observable entity)
6911000237101 Substance concentration of calcium adjusted in serum (observable entity)
1107251000000104 Substance concentration of calcium in serum adjusted for albumin (observable entity)
15 changes: 11 additions & 4 deletions shared/clinical-code-sets/tests/haemoglobin/1/README.md
Expand Up @@ -10,10 +10,17 @@ Haemoglobin codes were retrieved from https://www.medrxiv.org/content/medrxiv/su

By examining the prevalence of codes (number of patients with the code in their record) broken down by clinical system, we can attempt to validate the clinical code sets and the reporting of the conditions. Here is a log for this code set. The prevalence range `61% - 68.1%` suggests that this code set is likely well defined.

update:
_Update **2024-03-15**: Prevalence now 60% - 62%._

| Date | Practice system | Population | Patients from ID | Patient from code |
| ---------- | --------------- | ---------- | ---------------: | ----------------: |
| 2023-09-18 | EMIS | 2463856 | 1501968 (61%) | 1502094 (61%) |
| 2023-09-18 | TPP | 200590 | 136648 (68.1%) | 136654 (68.1%) |
| 2023-09-18 | Vision | 332095 | 206665 (62.2%) | 206678 (62.2%) |
| 2023-09-18 | EMIS | 2463856 | 1501968 (61%) | 1502094 (61%) |
| 2023-09-18 | TPP | 200590 | 136648 (68.1%) | 136654 (68.1%) |
| 2023-09-18 | Vision | 332095 | 206665 (62.2%) | 206678 (62.2%) |
| 2024-03-15 | EMIS | 2526522 | 1539133 (60.9%) | 1539250 (60.9%) |
| 2024-03-15 | TPP | 201758 | 120785 (59.9%) | 120796 (59.9%) |
| 2024-03-15 | Vision | 335186 | 208861 (62.3%) | 208874 (62.3%) |

## Audit log

- Find_missing_codes last run 2024-03-15
Expand Up @@ -2,4 +2,7 @@
^ESCTHA551921 Haemoglobin estimation level
^ESCTHB551922 Hb estimation
^ESCTHE551919 Hemoglobin estimation level
^ESCTHE551920 Hemoglobin level estimation
^ESCTHE551920 Hemoglobin level estimation
^ESCT1262208 Haemoglobin mass concentration in blood
^ESCT1262211 Haemoglobin substance concentration in blood
^ESCT1262212 Haemoglobin molar concentration in blood
@@ -1,2 +1,4 @@
1022431000000105 Haemoglobin estimation (observable entity)
271026005 Hemoglobin level estimation (procedure)
271026005 Hemoglobin level estimation (procedure)
1107511000000100 Mass concentration of haemoglobin in blood (observable entity)
1107531000000108 Substance concentration of haemoglobin in blood (observable entity)
17 changes: 13 additions & 4 deletions shared/clinical-code-sets/tests/platelets/1/README.md
Expand Up @@ -6,10 +6,19 @@ Codes retrieved from: https://www.medrxiv.org/content/medrxiv/suppl/2020/05/19/2

## Prevalence log

By examining the prevalence of codes (number of patients with the code in their record) broken down by clinical system, we can attempt to validate the clinical code sets and the reporting of the conditions. Here is a log for this code set. The prevalence range `%60.7 - 68%` suggests that this code set is likely well defined.
By examining the prevalence of codes (number of patients with the code in their record) broken down by clinical system, we can attempt to validate the clinical code sets and the reporting of the conditions. Here is a log for this code set. The prevalence range `60.7% - 68%` suggests that this code set is likely well defined.

_Update **2024-03-15**: Prevalence now 59.8% - 62.2%._

| Date | Practice system | Population | Patients from ID | Patient from code |
| ---------- | --------------- | ---------- | ---------------: | ----------------: |
| 2023-09-19 | EMIS | 2466262 | 1495899 (60.7%) | 1496040 (60.7%) |
| 2023-09-19 | TPP | 200680 | 136474 (68%) | 136481 (68%) |
| 2023-09-19 | Vision | 332105 | 205855 (62%) | 205868 (62%) |
| 2023-09-19 | EMIS | 2466262 | 1495899 (60.7%) | 1496040 (60.7%) |
| 2023-09-19 | TPP | 200680 | 136474 (68%) | 136481 (68%) |
| 2023-09-19 | Vision | 332105 | 205855 (62%) | 205868 (62%) |
| 2024-03-15 | EMIS | 2526522 | 1534744 (60.7%) | 1534877 (60.8%) |
| 2024-03-15 | TPP | 201758 | 120690 (59.8%) | 120700 (59.8%) |
| 2024-03-15 | Vision | 335186 | 208318 (62.1%) | 208331 (62.2%) |

## Audit log

- Find_missing_codes last run 2024-03-15
@@ -1,2 +1,2 @@
42P.. Platelet count
42PZ. Platelet count NOS
42PZ. Platelet count NOS
@@ -0,0 +1 @@
^ESCT1262279 Platelet count in blood
@@ -1 +1,2 @@
1022651000000100 Platelet count (observable entity)
1022651000000100 Platelet count (observable entity)
1108041000000107 Platelet count in blood (observable entity)
15 changes: 12 additions & 3 deletions shared/clinical-code-sets/tests/white-blood-cells/1/README.md
Expand Up @@ -8,8 +8,17 @@ Codes retrieved from: https://www.medrxiv.org/content/medrxiv/suppl/2020/05/19/2

By examining the prevalence of codes (number of patients with the code in their record) broken down by clinical system, we can attempt to validate the clinical code sets and the reporting of the conditions. Here is a log for this code set. The prevalence range `59.9% - 68.1%` suggests that this code set is likely well defined.

_Update **2024-03-15**: Prevalence now 60% - 68%._

| Date | Practice system | Population | Patients from ID | Patient from code |
| ---------- | --------------- | ---------- | ---------------: | ----------------: |
| 2023-09-18 | EMIS | 2463856 | 1476970 (59.9%) | 1475393 (59.9%) |
| 2023-09-18 | TPP | 200590 | 136584 (68.1%) | 136587 (68.1%) |
| 2023-09-18 | Vision | 332095 | 208915 (62.9%) | 208785 (62.9%) |
| 2023-09-18 | EMIS | 2463856 | 1476970 (59.9%) | 1475393 (59.9%) |
| 2023-09-18 | TPP | 200590 | 136584 (68.1%) | 136587 (68.1%) |
| 2023-09-18 | Vision | 332095 | 208915 (62.9%) | 208785 (62.9%) |
| 2024-03-15 | EMIS | 2526522 | 1507457 (59.7%) | 1507583 (59.7%) |
| 2024-03-15 | TPP | 201758 | 137046 (67.9%) | 137053 (67.9%) |
| 2024-03-15 | Vision | 335186 | 210897 (62.9%) | 210909 (62.9%) |

## Audit log

- Find_missing_codes last run 2024-03-15
@@ -1,4 +1,6 @@
XaIdY Total white blood count
42H.. White blood cell count
42H.. White blood cell count - observation
42HZ. Total white cell count NOS
42HZ. Total white cell count NOS
XaIdZ Total WBC (IMM)
XaKKg Leucocyte count
Expand Up @@ -2,4 +2,6 @@
42H..11 White blood count
42H..12 White cell count
42H7.00 Total white blood count
42HZ.00 Total white cell count NOS
42HZ.00 Total white cell count NOS
42H8.00 Total WBC (IMM)
42MG.00 Leucocyte count
@@ -1 +1,6 @@
1022541000000102 Total white cell count (observable entity)
1022541000000102 Total white cell count (observable entity)
11701000237105 Count of white blood cells in cerebrospinal fluid (observable entity)
42331000237103 Count of white blood cells in urine (observable entity)
16181000237107 Count of white blood cells in fluid (observable entity)
1027691000000105 Leucocyte count (observable entity)
767002 White blood cell count (procedure)

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