Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis.
<p>Algorithm combinations used an ‘OR’ rule for three or four positive outcomes. PPV: positive predictive value; NPV: negative predictive value. Codes: CAP primary diagnostic codes; Indication: CAP antibiotic indication; Radiology: chest X-ray report or CT scan report; Tests: shortness of brea...
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| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , |
| منشور في: |
2025
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| _version_ | 1852018330459701248 |
|---|---|
| author | Jia Wei (120974) |
| author2 | Kevin Yuan (2287234) Augustine Luk (21755524) A. Sarah Walker (7841282) David W. Eyre (10042129) |
| author2_role | author author author author |
| author_facet | Jia Wei (120974) Kevin Yuan (2287234) Augustine Luk (21755524) A. Sarah Walker (7841282) David W. Eyre (10042129) |
| author_role | author |
| dc.creator.none.fl_str_mv | Jia Wei (120974) Kevin Yuan (2287234) Augustine Luk (21755524) A. Sarah Walker (7841282) David W. Eyre (10042129) |
| dc.date.none.fl_str_mv | 2025-07-21T17:22:27Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pdig.0000936.g002 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/figure/Predicted_sensitivity_specificity_PPV_and_NPV_of_the_four_algorithms_a_b_and_algorithms_combinations_c_d_under_Model-3_in_the_primary_analysis_/29611432 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Medicine Biotechnology Sociology Infectious Diseases Computational Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified investigated four ehr emergency hospital admission electronic health records best fitting model 681 hospital admissions improving cap identification cap surveillance leads primary diagnostic codes algorithm produced sensitivity xlink "> community radiology reports intermediate credible interval 13 antibiotic indication text acquired pneumonia identification 997 respectively ), cap diagnostic codes cap detection based diagnostic codes text reports acquired pneumonia radiology free defining cap based algorithms antibiotic prescriptions 905 respectively ehrs ), 982 ), sensitivity analyses low sensitivity higher sensitivity vital signs using 491 significant cause relying solely multiple imputation gold standard even without estimated prevalence epidemiological estimates documented indications blood tests 963 ). 960 ). |
| dc.title.none.fl_str_mv | Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis. |
| dc.type.none.fl_str_mv | Image Figure info:eu-repo/semantics/publishedVersion image |
| description | <p>Algorithm combinations used an ‘OR’ rule for three or four positive outcomes. PPV: positive predictive value; NPV: negative predictive value. Codes: CAP primary diagnostic codes; Indication: CAP antibiotic indication; Radiology: chest X-ray report or CT scan report; Tests: shortness of breath and elevated C-reactive protein levels.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_ec2a55e26b4a33afd281b24ea239f5eb |
| identifier_str_mv | 10.1371/journal.pdig.0000936.g002 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/29611432 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis.Jia Wei (120974)Kevin Yuan (2287234)Augustine Luk (21755524)A. Sarah Walker (7841282)David W. Eyre (10042129)MedicineBiotechnologySociologyInfectious DiseasesComputational BiologyBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedinvestigated four ehremergency hospital admissionelectronic health recordsbest fitting model681 hospital admissionsimproving cap identificationcap surveillance leadsprimary diagnostic codesalgorithm produced sensitivityxlink "> communityradiology reports intermediatecredible interval 13antibiotic indication textacquired pneumonia identification997 respectively ),cap diagnostic codescap detection baseddiagnostic codestext reportsacquired pneumoniaradiology freedefining capbased algorithmsantibiotic prescriptions905 respectivelyehrs ),982 ),sensitivity analyseslow sensitivityhigher sensitivityvital signsusing 491significant causerelying solelymultiple imputationgold standardeven withoutestimated prevalenceepidemiological estimatesdocumented indicationsblood tests963 ).960 ).<p>Algorithm combinations used an ‘OR’ rule for three or four positive outcomes. PPV: positive predictive value; NPV: negative predictive value. Codes: CAP primary diagnostic codes; Indication: CAP antibiotic indication; Radiology: chest X-ray report or CT scan report; Tests: shortness of breath and elevated C-reactive protein levels.</p>2025-07-21T17:22:27ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pdig.0000936.g002https://figshare.com/articles/figure/Predicted_sensitivity_specificity_PPV_and_NPV_of_the_four_algorithms_a_b_and_algorithms_combinations_c_d_under_Model-3_in_the_primary_analysis_/29611432CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/296114322025-07-21T17:22:27Z |
| spellingShingle | Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis. Jia Wei (120974) Medicine Biotechnology Sociology Infectious Diseases Computational Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified investigated four ehr emergency hospital admission electronic health records best fitting model 681 hospital admissions improving cap identification cap surveillance leads primary diagnostic codes algorithm produced sensitivity xlink "> community radiology reports intermediate credible interval 13 antibiotic indication text acquired pneumonia identification 997 respectively ), cap diagnostic codes cap detection based diagnostic codes text reports acquired pneumonia radiology free defining cap based algorithms antibiotic prescriptions 905 respectively ehrs ), 982 ), sensitivity analyses low sensitivity higher sensitivity vital signs using 491 significant cause relying solely multiple imputation gold standard even without estimated prevalence epidemiological estimates documented indications blood tests 963 ). 960 ). |
| status_str | publishedVersion |
| title | Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis. |
| title_full | Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis. |
| title_fullStr | Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis. |
| title_full_unstemmed | Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis. |
| title_short | Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis. |
| title_sort | Predicted sensitivity, specificity, PPV, and NPV of the four algorithms (a, b) and algorithms combinations (c, d) under Model-3 in the primary analysis. |
| topic | Medicine Biotechnology Sociology Infectious Diseases Computational Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified investigated four ehr emergency hospital admission electronic health records best fitting model 681 hospital admissions improving cap identification cap surveillance leads primary diagnostic codes algorithm produced sensitivity xlink "> community radiology reports intermediate credible interval 13 antibiotic indication text acquired pneumonia identification 997 respectively ), cap diagnostic codes cap detection based diagnostic codes text reports acquired pneumonia radiology free defining cap based algorithms antibiotic prescriptions 905 respectively ehrs ), 982 ), sensitivity analyses low sensitivity higher sensitivity vital signs using 491 significant cause relying solely multiple imputation gold standard even without estimated prevalence epidemiological estimates documented indications blood tests 963 ). 960 ). |