ID

43750

Beskrivning

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

Nyckelord

  1. 2016-10-05 2016-10-05 -
  2. 2016-10-06 2016-10-06 -
  3. 2021-09-20 2021-09-20 -
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20 september 2021

DOI

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Creative Commons BY-NC 3.0

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Input Data Elements CDSS Antibiotic Stewardship Leibovici 2007

Input Data Elements CDSS Antibiotic Stewardship Leibovici 2007

Demographics
Beskrivning

Demographics

Age
Beskrivning

Age

Datatyp

text

Alias
UMLS CUI [1]
C0001779
Sex
Beskrivning

Gender

Datatyp

text

Alias
UMLS CUI [1]
C0079399
Domicile
Beskrivning

Domicile

Datatyp

text

Alias
UMLS CUI [1]
C0242486
Acquisition of infection
Beskrivning

Acquisition of infection

Start of infection
Beskrivning

Start of infection

Datatyp

date

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

Place of acquisition

Datatyp

text

Alias
UMLS CUI [1]
C0449423
Relevant background conditions
Beskrivning

Relevant background conditions

Cirrhosis
Beskrivning

Cirrhosis

Datatyp

boolean

Alias
UMLS CUI [1]
C1623038
Alcoholism
Beskrivning

Alcoholism

Datatyp

boolean

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

Substance use disorder

Datatyp

boolean

Alias
UMLS CUI [1]
C0038586
Artificial valve
Beskrivning

Artificial valve

Datatyp

boolean

Alias
UMLS CUI [1]
C3873910
Central venous catheter
Beskrivning

Central venous catheter

Datatyp

boolean

Alias
UMLS CUI [1]
C1145640
Surgery
Beskrivning

Surgery

Datatyp

boolean

Alias
UMLS CUI [1]
C0543467
Transfused blood products
Beskrivning

Blood products

Datatyp

boolean

Alias
UMLS CUI [1]
C0456388
Sepsis presentation
Beskrivning

Sepsis presentation

Vital signs
Beskrivning

Vital signs

Datatyp

text

Alias
UMLS CUI [1]
C0518766
Complications
Beskrivning

Complications

Datatyp

text

Alias
UMLS CUI [1]
C0009566
Laboratory data
Beskrivning

Laboratory data

Datatyp

text

Alias
UMLS CUI [1]
C1705214
Antibiotic exposure
Beskrivning

Antibiotic exposure

Antibiotic treatment in the last month
Beskrivning

Antibiotic treatment

Datatyp

boolean

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

Antibiotic treatment

Datatyp

boolean

Alias
UMLS CUI [1]
C0003232
Allergies
Beskrivning

Allergies

Datatyp

text

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

Evidence for the site of infection

Signs and Symptoms
Beskrivning

Signs and Symptoms

Datatyp

text

Alias
UMLS CUI [1]
C0037088
Diagnostic Imaging
Beskrivning

Imaging

Datatyp

text

Alias
UMLS CUI [1]
C0011923
Laboratory data
Beskrivning

Laboratory data

Datatyp

text

Alias
UMLS CUI [1]
C1705214
Microbiology
Beskrivning

Microbiology

Gram stain
Beskrivning

Gram stain

Datatyp

boolean

Alias
UMLS CUI [1]
C0061856
Direct antigen test
Beskrivning

Direct antigen test

Datatyp

boolean

Alias
UMLS CUI [1]
C0729856
Culture
Beskrivning

Culture

Datatyp

boolean

Alias
UMLS CUI [1]
C0200949
Susceptibility results
Beskrivning

Susceptibility results

Datatyp

text

Alias
UMLS CUI [1]
C0854160

Similar models

Input Data Elements CDSS Antibiotic Stewardship Leibovici 2007

Name
Typ
Description | Question | Decode (Coded Value)
Datatyp
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
C3873910 (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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