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This file is intended to summarize the data within your recent i2b2 data pull.
The data in this file was prepared for and solely intended for user ‘insert username’. Data current as of ‘insert date and time of file generation’ |
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CTSI-clopedia Data Dictionary |
Visits
Observations: 153086
Unique Patients: 762
Unique Visits: 153086
Unique Visits per PAT_NUM:
Mean Median Min Max SD
200.9 105 1 2269 265.4
Date Variable Summary:
START_DATE END_DATE
Min. :1983 Min. :1900
1st Qu.:2008 1st Qu.:2011
Median :2014 Median :2014
Mean :2012 Mean :2012
3rd Qu.:2016 3rd Qu.:2016
Max. :2019 Max. :2019
NA's :4745 NA's :73759
General Summary Table: excludes missing (NA) data for each variable
Overall
n 153086
START_DATE (mean (sd)) 2011.67 (6.00)
END_DATE (mean (sd)) 2012.08 (6.28)
LENGTH_OF_STAY (mean (sd)) 5.61 (38.18)
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)
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)
Procedures
Observations: 107904
Unique Patients: 485
Unique Visits: 31046
Unique Visits per PAT_NUM:
Mean Median Min Max SD
64 38 1 407 72.1
Date Variable Summary:
DATE
Min. :2013
1st Qu.:2014
Median :2015
Mean :2015
3rd Qu.:2017
Max. :2019
General Summary Table: excludes missing (NA) data for each variable
Overall
n 107904
DATE (mean (sd)) 2015.40 (1.67)
MODIFIER (%)
@ 105855 (98.1)
Admission 11 ( 0.0)
Primary 490 ( 0.5)
PROBLEM:ACTIVE 55 ( 0.1)
Secondary 1493 ( 1.4)
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)
Top 10 Frequent Procedure Codes
99213 |
4754 |
385 |
99213 |
99214 |
3905 |
366 |
99214 |
99212 |
3850 |
348 |
99212 |
85610 |
3243 |
362 |
CHG PROTHROMBIN TIME |
85025 |
2718 |
404 |
CHG COMPLETE CBC and AUTO DIFF WBC |
93010 |
2691 |
433 |
PR ELECTROCARDIOGRAM REPORT |
80048 |
2687 |
428 |
CHG BASIC METABOLIC PANEL CALCIUM TOTAL |
93005 |
2663 |
434 |
PR ELECTROCARDIOGRAM, TRACING |
36415 |
2441 |
379 |
36415 |
80053 |
2260 |
386 |
CHG METABOLIC PANEL,COMPREHENSIVE |
Diagnoses
ICD10 went live on Oct 1, 2015. Epic uses a dx id so that ICD9 and ICD10 codes will be reported for most codes. For this summary report, ICD10 is reported post Oct 1, 2015 and ICD9 is reported prior to that date.
Observations: 251398
Unique Patients: 483
Unique Visits: 43628
Unique Visits per PAT_NUM:
Mean Median Min Max SD
90.3 48 1 692 108.7
Date Variable Summary:
DATE
Min. :2013
1st Qu.:2014
Median :2016
Mean :2016
3rd Qu.:2017
Max. :2019
General Summary Table: excludes missing (NA) data for each variable
Overall
n 251398
DATE (mean (sd)) 2015.65 (1.78)
MODIFIER (%)
@ 128 ( 0.1)
Admission 26237 (10.4)
Complication 3211 ( 1.3)
E 5407 ( 2.2)
EXTCAUSE 10155 ( 4.0)
Primary 78622 (31.3)
PROBLEM:ACTIVE 29219 (11.6)
Secondary 98419 (39.1)
CODE_TYPE = ICD9 (%) 139385 (55.4)
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)
Top 10 Frequent ICD10 codes post Oct 1, 2015 if full date
Top 10 Frequent ICD10 codes post 2015 if year only
Z94.1 |
3548 |
26 |
Heart transplant status |
I50.22 |
3222 |
150 |
Chronic systolic (congestive) heart failure |
I10 |
1863 |
201 |
Essential (primary) hypertension |
Y83.1 |
1334 |
90 |
Surgical operation with implant of artificial internal device as the cause of abnormal reaction of the patient, or of later complication, without mention of misadventure at the time of the procedure |
Y83.8 |
1306 |
94 |
Other surgical procedures as the cause of abnormal reaction of the patient, or of later complication, without mention of misadventure at the time of the procedure |
Z79.899 |
1235 |
92 |
Other long term (current) drug therapy |
Z95.811 |
1045 |
10 |
Presence of heart assist device |
Z95.810 |
902 |
153 |
Presence of automatic (implantable) cardiac defibrillator |
Z95.0 |
865 |
144 |
Presence of cardiac pacemaker |
I25.10 |
727 |
104 |
Atherosclerotic heart disease of native coronary artery without angina pectoris |
Top 10 Frequent ICD9 codes prior to Oct 1, 2015 if full date
Top 10 Frequent ICD9 codes prior to 2016 if year only
Z94.1 |
3548 |
26 |
Heart transplant status |
I50.22 |
3222 |
150 |
Chronic systolic (congestive) heart failure |
I10 |
1863 |
201 |
Essential (primary) hypertension |
Y83.1 |
1334 |
90 |
Surgical operation with implant of artificial internal device as the cause of abnormal reaction of the patient, or of later complication, without mention of misadventure at the time of the procedure |
Y83.8 |
1306 |
94 |
Other surgical procedures as the cause of abnormal reaction of the patient, or of later complication, without mention of misadventure at the time of the procedure |
Z79.899 |
1235 |
92 |
Other long term (current) drug therapy |
Z95.811 |
1045 |
10 |
Presence of heart assist device |
Z95.810 |
902 |
153 |
Presence of automatic (implantable) cardiac defibrillator |
Z95.0 |
865 |
144 |
Presence of cardiac pacemaker |
I25.10 |
727 |
104 |
Atherosclerotic heart disease of native coronary artery without angina pectoris |
Labs
Observations: 597666
Unique Patients: 477
Unique Visits: 14463
Unique Visits per PAT_NUM:
Mean Median Min Max SD
30.3 11 1 410 50.8
Date Variable Summary:
DATE_TIME
Min. :2013
1st Qu.:2014
Median :2016
Mean :2016
3rd Qu.:2017
Max. :2019
General Summary Table: excludes missing (NA) data for each variable
Overall
n 597666
DATE_TIME (mean (sd)) 2015.61 (1.75)
NUMERIC_VALUE (mean (sd)) 45164737.32 (3016393611.71)
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)
Top 10 Frequent Lab Codes - Numeric
LGLUB:POCGLU |
11226 |
266 |
168.31 |
154.00 |
500.00 |
0.0 |
70.73 |
NA |
mg/dL,mg/dl |
BMEP:GLU |
8193 |
420 |
127.54 |
110.00 |
983.00 |
16.0 |
57.04 |
NA |
MG/DL,mg/dL,mg/dl |
BMEP:CREATININE |
8085 |
420 |
1.55 |
1.20 |
14.25 |
0.2 |
1.15 |
NA |
MG/DL,mg/dL,mg/dl |
BMEP:BUN |
6969 |
420 |
28.57 |
23.00 |
150.00 |
2.0 |
18.93 |
NA |
MG/DL,mg/dL,mg/dl |
BMEP:K |
6613 |
420 |
4.24 |
4.20 |
10.00 |
1.8 |
0.67 |
NA |
MMOL/L,mmol/L,mEq/L |
BMEP:CALCIUM |
6380 |
420 |
8.83 |
8.90 |
12.70 |
0.0 |
0.92 |
NA |
MG/DL,mg/dL,mg/dl |
CBC:RBC |
6224 |
396 |
3.71 |
3.68 |
6.48 |
0.0 |
0.78 |
NA |
X 10^6/uL,X 106/uL,x 106/uL,X1,000,000,10*12/L,NA,M/uL,x10E6/uL,M/UL,10^6/uL |
CBC:HCT |
6172 |
396 |
33.51 |
33.20 |
55.10 |
0.0 |
6.89 |
NA |
%,NA |
CBC:PLT |
6159 |
395 |
198.42 |
184.00 |
897.00 |
0.0 |
90.99 |
NA |
X 10^3/uL,X 103/uL,X1000,109/L,NA,K/UL,10^3/uL |
BMEP:CL |
6055 |
420 |
101.96 |
102.00 |
125.00 |
77.0 |
5.13 |
NA |
MMOL/L,mmol/L,mEq/L |
Meds
Observations: 272190
Unique Patients: 475
Unique Visits: 16165
Unique Visits per PAT_NUM:
Mean Median Min Max SD
34 16 1 276 42.9
Date Variable Summary:
DATE_TIME
Min. :2013
1st Qu.:2014
Median :2016
Mean :2016
3rd Qu.:2017
Max. :2019
General Summary Table: excludes missing (NA) data for each variable
Overall
n 272190
DATE_TIME (mean (sd)) 2015.56 (1.76)
NUMERIC_VALUE (mean (sd)) 370.13 (9358.70)
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)
Top 10 Frequent Med Codes in Data Set
3037 |
4485 |
419 |
Fentanyl (Pf) 50 Mcg/Ml Injection Solution |
mcg,NA,mcg/kg,mL |
E,Every 30 min PRN,NA |
34505 |
4023 |
337 |
Hydrocodone 5 Mg-Acetaminophen 325 Mg Tablet |
tablet,NA,partial tablet |
E,Every 6 hours PRN,NA,Every 4 hours PRN,4 times daily PRN,Every 8 hours PRN,2 times daily,Every 4 hours,Nightly PRN,As needed,2 times daily PRN,Daily after dinner,Every 6 hours,Once |
27838 |
3557 |
342 |
Sodium Chloride 0.9 % Intravenous Solution |
NA,mL,mL/hr |
E |
105614 |
3380 |
420 |
Ondansetron Hcl (Pf) 4 Mg/2 Ml Injection Solution |
mg,NA,mL |
E,Every 6 hours PRN,NA |
26225 |
3305 |
250 |
Pantoprazole 40 Mg Tablet,Delayed Release |
mg,NA,tablet |
E,2 times daily,NA,Daily,2 times daily before meals,Daily as needed,Daily before breakfast,BID Three Days a week,Once,2 times daily with meals |
17405 |
3130 |
150 |
Insulin Lispro 100 Unit/Ml Subcutaneous Solution |
Units,NA,mL |
E,3 times daily before meals,NA,Daily with breakfast,Daily with dinner,Daily with lunch,3 times daily with meals,4 times daily before meals and nightly,3 times daily after meals,4 times daily with meals and nightly,4 times daily after meals and nightly |
430194 |
2951 |
176 |
Phenylephrine Infusion (Standard) 0.12 Mg/Ml Premix |
mcg/min,NA,mg,mcg |
E |
3295 |
2903 |
168 |
Furosemide 40 Mg Tablet |
mg,NA,tablet |
E,Daily,NA,2 times daily,Daily after breakfast,Daily as needed,See admin instructions,3 times daily,Every morning,As needed,Once as needed |
101 |
2811 |
377 |
Acetaminophen 325 Mg Tablet |
mg,NA,tablet |
E,Every 8 hours,NA,Every 6 hours PRN,Every 6 hours,Every 4 hours PRN |
688 |
2778 |
256 |
Aspirin 81 Mg Tablet,Delayed Release |
mg,NA,tablet |
E,Daily,NA,2 times daily |
Vitals
Observations: 618579
Unique Patients: 482
Unique Visits: 16048
Unique Visits per PAT_NUM:
Mean Median Min Max SD
33.3 19 1 210 37.1
Date Variable Summary:
DATE_TIME
Min. :2013
1st Qu.:2014
Median :2016
Mean :2016
3rd Qu.:2017
Max. :2019
General Summary Table: excludes missing (NA) data for each variable
Overall
n 618579
DATE_TIME (mean (sd)) 2015.68 (1.76)
TEXT_VALUE = E (%) 618579 (100.0)
NUMERIC_VALUE (mean (sd)) 86.89 (42.23)
UNITS (%)
BPM 256044 ( 41.4)
F 48798 ( 7.9)
in 13092 ( 2.1)
kg/m^2 12954 ( 2.1)
m^2 13308 ( 2.2)
mmHg 248155 ( 40.1)
pounds 26228 ( 4.2)
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)
Top 15 Frequent Vitals - Numeric
PULSE |
141440 |
481 |
80.59 |
78.00 |
232.00 |
20.00 |
18.78 |
Heart Rate,Pulse |
E |
BPM |
BP_SYSTOLIC |
98248 |
481 |
124.96 |
123.00 |
265.00 |
0.00 |
24.32 |
Systolic |
E |
mmHg |
BP_DIASTOLIC |
84296 |
481 |
71.58 |
71.00 |
245.00 |
0.00 |
17.24 |
Diastolic |
E |
mmHg |
MAP |
65611 |
449 |
86.30 |
85.00 |
227.00 |
0.00 |
17.89 |
Mean Arterial Pressure |
E |
mmHg |
TMP |
48798 |
476 |
98.13 |
98.10 |
107.50 |
56.40 |
1.77 |
Temperature |
E |
F |
SPO2_PULSE |
45259 |
438 |
80.24 |
77.00 |
6868.00 |
0.00 |
39.32 |
Heart Rate by pulse oximetry |
E |
BPM |
RR |
39954 |
474 |
18.58 |
18.00 |
75.00 |
0.00 |
6.30 |
Respiration Rate |
E |
BPM |
SPO2 |
29391 |
443 |
95.47 |
96.00 |
101.00 |
0.00 |
5.10 |
SPO2 |
E |
BPM |
WT |
26228 |
482 |
195.10 |
189.20 |
1471.80 |
0.10 |
48.12 |
Weight |
E |
pounds |
BSA |
13308 |
478 |
2.02 |
2.02 |
3.14 |
0.04 |
0.27 |
Body Surface Area |
E |
m^2 |
HT |
13092 |
479 |
67.34 |
67.01 |
83.50 |
2.05 |
4.35 |
Height |
E |
in |
ORIGINAL_BMI |
12954 |
472 |
29.67 |
28.64 |
241.60 |
0.01 |
7.54 |
BMI |
E |
kg/m^2 |
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)
Smoking
Smoking sheet not included in the data extraction
Processing Time
Processing Time: 1.38 mins