Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures.
<p>Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures.</p>
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , |
| منشور في: |
2025
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| الموضوعات: | |
| الوسوم: |
إضافة وسم
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| _version_ | 1852018330451312640 |
|---|---|
| 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 | 2025-07-21T17:22:30Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pdig.0000936.t001 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Posterior_predicted_sensitivity_specificity_PPV_NPV_covariance_and_model_comparison_among_four_models_with_different_covariance_structures_/29611441 |
| 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 | Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_efae62cb769bf7ed36658ea1ca3dcbab |
| identifier_str_mv | 10.1371/journal.pdig.0000936.t001 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/29611441 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures.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>Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures.</p>2025-07-21T17:22:30ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pdig.0000936.t001https://figshare.com/articles/dataset/Posterior_predicted_sensitivity_specificity_PPV_NPV_covariance_and_model_comparison_among_four_models_with_different_covariance_structures_/29611441CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/296114412025-07-21T17:22:30Z |
| spellingShingle | Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures. 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 | Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures. |
| title_full | Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures. |
| title_fullStr | Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures. |
| title_full_unstemmed | Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures. |
| title_short | Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures. |
| title_sort | Posterior predicted sensitivity, specificity, PPV, NPV, covariance, and model comparison among four models with different covariance structures. |
| 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 ). |