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Title:           A machine learning model exploring the relationship between chronic medication and COVID-19 clinical outcomes
Subject:         International Journal of Clinical Pharmacy, https://doi.org/10.1007/s11096-025-01955-7
Keywords:        ACE inhibitors; ARBs; COVID-19; HMG-CoA reductase; Machine learning; Metformin; Mortality; Polypharmacy; Prediction models
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      Title: A machine learning model exploring the relationship between chronic medication and COVID-19 clinical outcomes
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          Title: Background 
         Item: 
          Title: Aim 
         Item: 
          Title: Method 
         Item: 
          Title: Results 
         Item: 
          Title: Conclusion 
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        Title: Introduction
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          Title: Aim
         Item: 
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          Title: Future research
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       Item: 
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                           <pdfaProperty:description>The Digital Object Identifier for the article. The DOI may also be used as the dc:identifier. If used as a dc:identifier, the URI form should be captured, and the bare identifier should also be captured using prism:doi. If an alternate unique identifier is used as the required dc:identifier, then the DOI should be specified as a bare identifier within prism:doi only. If the URL associated with a DOI is to be specified, then prism:url may be used in conjunction with prism:doi in order to provide the service endpoint (i.e. the URL). </pdfaProperty:description>
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                           <pdfaProperty:description>ISSN for an electronic version of the issue in which the resource occurs. Permits publishers to include a second ISSN, identifying an electronic version of the issue in which the resource occurs (therefore e(lectronic)Issn. If used, prism:eIssn MUST contain the ISSN of the electronic version.</pdfaProperty:description>
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                           <pdfaProperty:description>Issue number</pdfaProperty:description>
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                           <pdfaProperty:valueType>Text</pdfaProperty:valueType>
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                           <pdfaProperty:description>Starting page</pdfaProperty:description>
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                           <pdfaProperty:description>Ending page</pdfaProperty:description>
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                           <pdfaProperty:category>external</pdfaProperty:category>
                           <pdfaProperty:description>The aggregation type specifies the unit of aggregation for a content collection. Comment PRISM recommends that the PRISM Aggregation Type Controlled Vocabulary be used to provide values for this element. Note: PRISM recommends against the use of the #other value currently allowed in this controlled vocabulary. In lieu of using #other please reach out to the PRISM group at info@prismstandard.org to request addition of your term to the Aggregation Type Controlled Vocabulary. </pdfaProperty:description>
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                           <pdfaProperty:description>Title of the magazine, or other publication, in which a resource was/will be published. Typically this will be used to provide the name of the magazine an article appeared in as metadata for the article, along with information such as the article title, the publisher, volume, number, and cover date. Note: Publication name can be used to differentiate between a print magazine and the online version if the names are different such as “magazine” and “magazine.com.”</pdfaProperty:description>
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                           <pdfaProperty:description>Copyright</pdfaProperty:description>
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                           <pdfaProperty:description>Part of PDF/A standard</pdfaProperty:description>
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