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43750

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

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  1. 10/5/16 10/5/16 -
  2. 10/6/16 10/6/16 -
  3. 9/20/21 9/20/21 -
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September 20, 2021

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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]
    C3873910
    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
    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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