Observed and predicted frequency of each algorithm combination of community-acquired pneumonia (CAP) in Model-3 in the primary analysis.

<p>The columns indicate specific combinations, with filled circles denote an algorithm being positive in each combination. 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-reac...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Jia Wei (120974) (author)
مؤلفون آخرون:	Kevin Yuan (2287234) (author), Augustine Luk (21755524) (author), A. Sarah Walker (7841282) (author), David W. Eyre (10042129) (author)
منشور في:	2025
الموضوعات:	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 ).
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Observed and predicted frequency of each algorithm combination of community-acquired pneumonia (CAP) in Model-3 in the primary analysis.

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