ID

17867

Description

Input Data Elements from CDSS for Antibiotic Stewardship to show that decision support and prediction using causal probabilistic networks improves the patients' outcomes, because it leads to high procentage of appropriate empirical antibiotic treatment resulting in reduction of complications, mortality and hospital stay, published by Leibovici et al. 2007

Keywords

Versions (3)
  1. 10/5/16 10/5/16 -
  2. 10/6/16 10/6/16 -
  3. 9/20/21 9/20/21 -
Uploaded on

October 6, 2016

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Creative Commons BY-NC 3.0
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Input Data Elements CDSS Antibiotic Stewardship Leibovici 2007

English

Input Data Elements CDSS Antibiotic Stewardship Leibovici 2007

1 forms  
Demographics
Description

Demographics

Age
Description

Age

Data type

text

Alias
UMLS CUI [1]
C0001779
Sex
Description

Gender

Data type

text

Alias
UMLS CUI [1]
C0079399
Domicile
Description

Domicile

Data type

text

Alias
UMLS CUI [1]
C0242486
Acquisition of infection
Description

Acquisition of infection

Start of infection
Description

Start of infection

Data type

date

Alias
UMLS CUI [1,1]
C0009450
UMLS CUI [1,2]
C0808070
Place of acquisition
Description

Place of acquisition

Data type

text

Alias
UMLS CUI [1]
C0449423
Relevant background conditions
Description

Relevant background conditions

Cirrhosis
Description

Cirrhosis

Data type

boolean

Alias
UMLS CUI [1]
C1623038
Alcoholism
Description

Alcoholism

Data type

boolean

Alias
UMLS CUI [1]
C0038586
Iv. drug abuse
Description

Substance use disorder

Data type

boolean

Alias
UMLS CUI [1]
C0038586
Artificial valve
Description

Artificial valve

Data type

boolean

Alias
UMLS CUI [1]
C0182440
Central venous catheter
Description

Central venous catheter

Data type

boolean

Alias
UMLS CUI [1]
C1145640
Surgery
Description

Surgery

Data type

boolean

Alias
UMLS CUI [1]
C0543467
Transfused blood products
Description

Blood products

Data type

boolean

Alias
UMLS CUI [1]
C0456388
Sepsis presentation
Description

Sepsis presentation

Vital signs
Description

Vital signs

Data type

text

Alias
UMLS CUI [1]
C0518766
Complications
Description

Complications

Data type

text

Alias
UMLS CUI [1]
C0009566
Laboratory data
Description

Laboratory data

Data type

text

Alias
UMLS CUI [1]
C1705214
Antibiotic exposure
Description

Antibiotic exposure

Antibiotic treatment in the last month
Description

Antibiotic treatment

Data type

boolean

Alias
UMLS CUI [1]
C0003232
Antibiotic treatment for the current episode
Description

Antibiotic treatment

Data type

boolean

Alias
UMLS CUI [1]
C0003232
Allergies
Description

Allergies

Data type

text

Alias
UMLS CUI [1]
C0020517
Evidence for the site of infection
Description

Evidence for the site of infection

Signs and Symptoms
Description

Signs and Symptoms

Data type

text

Alias
UMLS CUI [1]
C0037088
Diagnostic Imaging
Description

Imaging

Data type

text

Alias
UMLS CUI [1]
C0011923
Laboratory data
Description

Laboratory data

Data type

text

Alias
UMLS CUI [1]
C1705214
Microbiology
Description

Microbiology

Gram stain
Description

Gram stain

Data type

boolean

Alias
UMLS CUI [1]
C0061856
Direct antigen test
Description

Direct antigen test

Data type

boolean

Alias
UMLS CUI [1]
C0729856
Culture
Description

Culture

Data type

boolean

Alias
UMLS CUI [1]
C0200949
Susceptibility results
Description

Susceptibility results

Data type

text

Alias
UMLS CUI [1]
C0854160
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Similar models

Input Data Elements CDSS Antibiotic Stewardship Leibovici 2007

1 forms
Name
Type
Description | Question | Decode (Coded Value)
Data type
Alias
Item Group
Demographics
Age
Item
Age
text
C0001779 (UMLS CUI [1])
Gender
Item
Sex
text
C0079399 (UMLS CUI [1])
Domicile
Item
Domicile
text
C0242486 (UMLS CUI [1])
Item Group
Acquisition of infection
Start of infection
Item
Start of infection
date
C0009450 (UMLS CUI [1,1])
C0808070 (UMLS CUI [1,2])
Place of acquisition
Item
Place of acquisition
text
C0449423 (UMLS CUI [1])
Item Group
Relevant background conditions
Cirrhosis
Item
Cirrhosis
boolean
C1623038 (UMLS CUI [1])
Alcoholism
Item
Alcoholism
boolean
C0038586 (UMLS CUI [1])
Substance use disorder
Item
Iv. drug abuse
boolean
C0038586 (UMLS CUI [1])
Artificial valve
Item
Artificial valve
boolean
C0182440 (UMLS CUI [1])
Central venous catheter
Item
Central venous catheter
boolean
C1145640 (UMLS CUI [1])
Surgery
Item
Surgery
boolean
C0543467 (UMLS CUI [1])
Blood products
Item
Transfused blood products
boolean
C0456388 (UMLS CUI [1])
Item Group
Sepsis presentation
Vital signs
Item
Vital signs
text
C0518766 (UMLS CUI [1])
Complications
Item
Complications
text
C0009566 (UMLS CUI [1])
Laboratory data
Item
Laboratory data
text
C1705214 (UMLS CUI [1])
Item Group
Antibiotic exposure
Antibiotic treatment
Item
Antibiotic treatment in the last month
boolean
C0003232 (UMLS CUI [1])
Antibiotic treatment
Item
Antibiotic treatment for the current episode
boolean
C0003232 (UMLS CUI [1])
Allergies
Item
Allergies
text
C0020517 (UMLS CUI [1])
Item Group
Evidence for the site of infection
Signs and Symptoms
Item
Signs and Symptoms
text
C0037088 (UMLS CUI [1])
Imaging
Item
Diagnostic Imaging
text
C0011923 (UMLS CUI [1])
Laboratory data
Item
Laboratory data
text
C1705214 (UMLS CUI [1])
Item Group
Microbiology
Gram stain
Item
Gram stain
boolean
C0061856 (UMLS CUI [1])
Direct antigen test
Item
Direct antigen test
boolean
C0729856 (UMLS CUI [1])
Culture
Item
Culture
boolean
C0200949 (UMLS CUI [1])
Susceptibility results
Item
Susceptibility results
text
C0854160 (UMLS CUI [1])
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