74372b33d571289c674c2dd1a34d280f  pmc_11456675.pdf
5afa409a52d7d042230891d86e7050efc002db03  pmc_11456675.pdf
0a5de5ba57cb38a448762c3cbf3a8c3d29b77041c5256a72170294d0de2e578f  pmc_11456675.pdf

Title:           Prediction of COVID‐19 severity using machine learning
Subject:         
Keywords:        
Author:          
Creator:         LaTeX with hyperref package
Producer:        Acrobat Distiller 24.0 (Windows)
CreationDate:    Fri Oct 11 12:09:25 2024 CEST
ModDate:         Fri Oct 11 12:09:50 2024 CEST
Custom Metadata: yes
Metadata Stream: yes
Tagged:          no
UserProperties:  no
Suspects:        no
Form:            none
JavaScript:      no
Pages:           8
Encrypted:       no
Page size:       595.276 x 782.362 pts
Page rot:        0
File size:       1998984 bytes
Optimized:       yes
PDF version:     1.6


name                                 type              encoding         emb sub uni object ID
------------------------------------ ----------------- ---------------- --- --- --- ---------
ENBNGD+STIXTwoMath                   Type 1C           Custom           yes yes yes    203  0
ENBNGE+STIX-Regular                  Type 1C           WinAnsi          yes yes no     208  0
ENBNAC+STIXTwoText                   Type 1C           Custom           yes yes yes    211  0
ENBNGC+STIXTwoText-Italic            Type 1C           Custom           yes yes yes    216  0
ENBNEB+STIXTwoText-Bold              Type 1C           Custom           yes yes yes    221  0
ENCAMA+STIXTwoText-BoldItalic        Type 1C           WinAnsi          yes yes no       7  0


Jhove (Rel. 1.28.0, 2023-05-18)
 Date: 2025-02-06 02:47:30 CET
 RepresentationInformation: pmc_11456675.pdf
  ReportingModule: PDF-hul, Rel. 1.12.4 (2023-03-16)
  LastModified: 2025-01-30 02:31:03 CET
  Size: 1998984
  Format: PDF
  Version: 1.6
  Status: Well-Formed and valid
  SignatureMatches:
   PDF-hul
  MIMEtype: application/pdf
  Profile: Linearized PDF
  PDFMetadata: 
   Objects: 257
   FreeObjects: 1
   IncrementalUpdates: 1
   DocumentCatalog: 
    PageLayout: SinglePage
    PageMode: UseOutlines
    Outlines: 
     Item: 
      Title: Prediction of COVID-19 severity using machine learning
      Destination: chapter..1
      Children: 
       Item: 
        Title: AUTHOR CONTRIBUTIONS
        Destination: section..1.1
       Item: 
        Title: ACKNOWLEDGEMENTS
        Destination: section..1.2
       Item: 
        Title: CONFLICT OF INTEREST STATEMENT
        Destination: section..1.3
       Item: 
        Title: FUNDING INFORMATION
        Destination: section..1.4
        Children: 
         Item: 
          Title: DATA AVAILABILITY STATEMENT
          Destination: subsection..1.4.1
       Item: 
        Title: ETHICS STATEMENT
        Destination: section..1.5
       Item: 
        Title: ORCID
        Destination: section*.2
       Item: 
        Title: REFERENCES
        Destination: section*.4
       Item: 
        Title: SUPPORTING INFORMATION
        Destination: section*.6
   Info: 
    Title: Prediction of COVID‐19 severity using machine learning
    Author: 
    Subject: 
    Keywords: 
    Creator: LaTeX with hyperref package
    Producer: Acrobat Distiller 24.0 (Windows)
    CreationDate: Fri Oct 11 12:39:25 CEST 2024
    ModDate: Fri Oct 11 12:39:50 CEST 2024
   ID: 0x26a9f17607abd7e381ada71e1b9e4237, 0x613eab20c2faae9201dc9f911185b32a
   Filters: 
    FilterPipeline: FlateDecode
    FilterPipeline: DCTDecode
   Images: 
    Image: 
     NisoImageMetadata: 
      FormatName: image/jpg
      CompressionScheme: JPEG
      ImageWidth: 642
      ImageHeight: 96
      ColorSpace: CMYK
      BitsPerSample: 8
      BitsPerSampleUnit: integer
    Image: 
     NisoImageMetadata: 
      FormatName: image/png
      ImageWidth: 2100
      ImageHeight: 2328
      ColorSpace: RGB
      BitsPerSample: 8
      BitsPerSampleUnit: integer
     Filter: FlateDecode
    Image: 
     NisoImageMetadata: 
      FormatName: image/jpg
      CompressionScheme: JPEG
      ImageWidth: 642
      ImageHeight: 96
      ColorSpace: CMYK
      BitsPerSample: 8
      BitsPerSampleUnit: integer
    Image: 
     NisoImageMetadata: 
      FormatName: image/jpg
      CompressionScheme: JPEG
      ImageWidth: 1439
      ImageHeight: 2127
      ColorSpace: RGB
      BitsPerSample: 8
      BitsPerSampleUnit: integer
    Image: 
     NisoImageMetadata: 
      FormatName: image/jpg
      CompressionScheme: JPEG
      ImageWidth: 642
      ImageHeight: 96
      ColorSpace: CMYK
      BitsPerSample: 8
      BitsPerSampleUnit: integer
    Image: 
     NisoImageMetadata: 
      FormatName: image/png
      ImageWidth: 1827
      ImageHeight: 720
      ColorSpace: RGB
      BitsPerSample: 8
      BitsPerSampleUnit: integer
     Filter: FlateDecode
    Image: 
     NisoImageMetadata: 
      FormatName: image/jpg
      CompressionScheme: JPEG
      ImageWidth: 642
      ImageHeight: 96
      ColorSpace: CMYK
      BitsPerSample: 8
      BitsPerSampleUnit: integer
    Image: 
     NisoImageMetadata: 
      FormatName: image/png
      ImageWidth: 1827
      ImageHeight: 1187
      ColorSpace: RGB
      BitsPerSample: 8
      BitsPerSampleUnit: integer
     Filter: FlateDecode
    Image: 
     NisoImageMetadata: 
      FormatName: image/jpg
      CompressionScheme: JPEG
      ImageWidth: 642
      ImageHeight: 96
      ColorSpace: CMYK
      BitsPerSample: 8
      BitsPerSampleUnit: integer
    Image: 
     NisoImageMetadata: 
      FormatName: image/jpg
      CompressionScheme: JPEG
      ImageWidth: 642
      ImageHeight: 96
      ColorSpace: CMYK
      BitsPerSample: 8
      BitsPerSampleUnit: integer
    Image: 
     NisoImageMetadata: 
      FormatName: image/jpg
      CompressionScheme: JPEG
      ImageWidth: 642
      ImageHeight: 96
      ColorSpace: CMYK
      BitsPerSample: 8
      BitsPerSampleUnit: integer
    Image: 
     NisoImageMetadata: 
      FormatName: image/jpg
      CompressionScheme: JPEG
      ImageWidth: 642
      ImageHeight: 96
      ColorSpace: CMYK
      BitsPerSample: 8
      BitsPerSampleUnit: integer
   Fonts: 
    Type1: 
     Font: 
      BaseFont: ENBNGE+STIX-Regular
      FontSubset: true
      FirstChar: 95
      LastChar: 95
      FontDescriptor: 
       FontName: ENBNGE+STIX-Regular
       Flags: Nonsymbolic
       FontBBox: 0, -125, 500, -74
       FontFile3: true
      Encoding: WinAnsiEncoding
     Font: 
      BaseFont: ENBNAC+STIXTwoText
      FontSubset: true
      FirstChar: 2
      LastChar: 252
      FontDescriptor: 
       FontName: ENBNAC+STIXTwoText
       Flags: Serif, Symbolic
       FontBBox: -948, -373, 1297, 1047
       FontFile3: true
      EncodingDictionary: 
       Differences: true
      ToUnicode: true
     Font: 
      BaseFont: ENCAMA+STIXTwoText-BoldItalic
      FontSubset: true
      FirstChar: 110
      LastChar: 112
      FontDescriptor: 
       FontName: ENCAMA+STIXTwoText-BoldItalic
       Flags: Nonsymbolic, Italic
       FontBBox: -893, -427, 1451, 1047
       FontFile3: true
      Encoding: WinAnsiEncoding
     Font: 
      BaseFont: ENBNGC+STIXTwoText-Italic
      FontSubset: true
      FirstChar: 2
      LastChar: 252
      FontDescriptor: 
       FontName: ENBNGC+STIXTwoText-Italic
       Flags: Serif, Symbolic, Italic
       FontBBox: -893, -367, 1298, 1047
       FontFile3: true
      EncodingDictionary: 
       Differences: true
      ToUnicode: true
     Font: 
      BaseFont: ENBNGD+STIXTwoMath
      FontSubset: true
      FirstChar: 2
      LastChar: 177
      FontDescriptor: 
       FontName: ENBNGD+STIXTwoMath
       Flags: Symbolic
       FontBBox: 48, -89, 658, 547
       FontFile3: true
      EncodingDictionary: 
       Differences: true
      ToUnicode: true
     Font: 
      BaseFont: ENBNEB+STIXTwoText-Bold
      FontSubset: true
      FirstChar: 2
      LastChar: 133
      FontDescriptor: 
       FontName: ENBNEB+STIXTwoText-Bold
       Flags: Serif, Symbolic
       FontBBox: -948, -434, 1429, 1047
       FontFile3: true
      EncodingDictionary: 
       Differences: true
      ToUnicode: true
   XMP: <x:xmpmeta xmlns:x="adobe:ns:meta/" x:xmptk="XMP Core 5.1.2">
   <rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
      <rdf:Description rdf:about=""
            xmlns:xmp="http://ns.adobe.com/xap/1.0/">
         <xmp:CreateDate>2024-10-11T15:39:25+05:30</xmp:CreateDate>
         <xmp:ModifyDate>2024-10-11T15:39:50+05:30</xmp:ModifyDate>
         <xmp:MetadataDate>2024-10-11T15:39:50+05:30</xmp:MetadataDate>
         <xmp:CreatorTool>LaTeX with hyperref package</xmp:CreatorTool>
      </rdf:Description>
      <rdf:Description rdf:about=""
            xmlns:pdf="http://ns.adobe.com/pdf/1.3/">
         <pdf:Producer>Acrobat Distiller 24.0 (Windows)</pdf:Producer>
         <pdf:Keywords/>
      </rdf:Description>
      <rdf:Description rdf:about=""
            xmlns:pdfx="http://ns.adobe.com/pdfx/1.3/">
         <pdfx:WPS-ARTICLEDOI>10.1002/ctm2.70042</pdfx:WPS-ARTICLEDOI>
         <pdfx:WPS-JOURNALDOI>10.1002/(ISSN)2001-1326</pdfx:WPS-JOURNALDOI>
         <pdfx:WPS-PROCLEVEL>3</pdfx:WPS-PROCLEVEL>
      </rdf:Description>
      <rdf:Description rdf:about=""
            xmlns:jav="http://www.niso.org/schemas/jav/1.0/">
         <jav:journal_article_version>VoR</jav:journal_article_version>
      </rdf:Description>
      <rdf:Description rdf:about=""
            xmlns:prism="http://prismstandard.org/namespaces/basic/3.0/">
         <prism:doi>10.1002/ctm2.70042</prism:doi>
      </rdf:Description>
      <rdf:Description rdf:about=""
            xmlns:dc="http://purl.org/dc/elements/1.1/">
         <dc:format>application/pdf</dc:format>
         <dc:description>
            <rdf:Alt>
               <rdf:li xml:lang="x-default"/>
            </rdf:Alt>
         </dc:description>
         <dc:title>
            <rdf:Alt>
               <rdf:li xml:lang="x-default">Prediction of COVID&amp;#x02010;19 severity using machine learning</rdf:li>
            </rdf:Alt>
         </dc:title>
         <dc:creator>
            <rdf:Seq>
               <rdf:li/>
            </rdf:Seq>
         </dc:creator>
      </rdf:Description>
      <rdf:Description rdf:about=""
            xmlns:xmpMM="http://ns.adobe.com/xap/1.0/mm/">
         <xmpMM:DocumentID>uuid:3382a072-b0db-3cc5-8223-e5b4d3bec8c9</xmpMM:DocumentID>
         <xmpMM:InstanceID>uuid:d867326b-fa17-4faf-9df2-26f7431249d3</xmpMM:InstanceID>
      </rdf:Description>
   </rdf:RDF>
</x:xmpmeta>
   Pages: 
    Page: 
     Label: 1
     Annotations: 
      Annotation: 
       Subtype: Link
       Rect: 235, 388, 240, 395
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 283, 336, 288, 343
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 267, 284, 273, 291
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 214, 258, 227, 265
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 283, 219, 288, 226
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 112, 167, 118, 174
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 197, 71, 291, 78
      Annotation: 
       Subtype: Link
       Rect: 469, 608, 475, 615
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 336, 578, 349, 587
       Destination: 1
      Annotation: 
       Subtype: Link
       Rect: 332, 449, 337, 457
       Destination: 5
      Annotation: 
       Subtype: Link
       Rect: 477, 358, 489, 367
       Destination: 1
      Annotation: 
       Subtype: Link
       Rect: 515, 306, 529, 315
       Destination: 5
      Annotation: 
       Subtype: Link
       Rect: 389, 293, 402, 302
       Destination: 5
      Annotation: 
       Subtype: Link
       Rect: 459, 164, 473, 172
       Destination: 12
      Annotation: 
       Subtype: Link
       Rect: 336, 125, 349, 134
       Destination: 12
      Annotation: 
       Subtype: Link
       Rect: 405, 31, 516, 39
      Annotation: 
       Subtype: Link
       Rect: 44, 21, 149, 29
     Thumb: true
    Page: 
     Label: 2
     Thumb: true
    Page: 
     Label: 3
     Thumb: true
    Page: 
     Label: 4
     Thumb: true
    Page: 
     Label: 5
     Annotations: 
      Annotation: 
       Subtype: Link
       Rect: 129, 492, 154, 501
       Destination: 12
      Annotation: 
       Subtype: Link
       Rect: 80, 454, 87, 462
       Destination: 18
      Annotation: 
       Subtype: Link
       Rect: 145, 363, 156, 372
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 112, 350, 123, 359
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 69, 298, 76, 307
       Destination: 18
      Annotation: 
       Subtype: Link
       Rect: 124, 298, 135, 307
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 279, 224, 288, 231
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 162, 56, 167, 62
       Destination: 77
     Thumb: true
    Page: 
     Label: 6
     Annotations: 
      Annotation: 
       Subtype: Link
       Rect: 191, 440, 288, 447
      Annotation: 
       Subtype: Link
       Rect: 44, 427, 222, 434
      Annotation: 
       Subtype: Link
       Rect: 437, 113, 522, 125
      Annotation: 
       Subtype: Link
       Rect: 462, 101, 550, 112
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 339, 76, 550, 83
     Thumb: true
    Page: 
     Label: 7
     Annotations: 
      Annotation: 
       Subtype: Link
       Rect: 283, 315, 288, 322
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 302, 288, 309
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 289, 288, 296
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 276, 288, 283
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 263, 288, 270
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 250, 288, 257
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 237, 288, 244
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 224, 288, 231
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 211, 288, 218
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 198, 288, 205
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 185, 288, 192
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 172, 288, 179
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 159, 288, 166
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 146, 288, 153
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 279, 133, 288, 140
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 279, 121, 288, 128
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 283, 108, 288, 115
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 263, 95, 271, 102
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 271, 95, 280, 102
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 280, 95, 288, 102
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 263, 82, 271, 89
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 271, 82, 280, 89
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 280, 82, 288, 89
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 263, 69, 271, 76
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 271, 69, 280, 76
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 280, 69, 288, 76
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 533, 728, 541, 735
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 541, 728, 550, 735
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 541, 715, 550, 722
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 542, 702, 550, 709
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 541, 689, 550, 696
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 541, 676, 550, 683
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 541, 663, 550, 670
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 541, 650, 550, 657
       Destination: 77
      Annotation: 
       Subtype: Link
       Rect: 533, 637, 539, 644
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 539, 633, 550, 644
      Annotation: 
       Subtype: Link
       Rect: 533, 624, 539, 631
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 539, 620, 550, 631
      Annotation: 
       Subtype: Link
       Rect: 533, 611, 539, 618
       Destination: 35
      Annotation: 
       Subtype: Link
       Rect: 539, 608, 550, 619
     Thumb: true
    Page: 
     Label: 8
     Annotations: 
      Annotation: 
       Subtype: Link
       Rect: 203, 579, 289, 591
      Annotation: 
       Subtype: Link
       Rect: 103, 504, 114, 506
      Annotation: 
       Subtype: Link
       Rect: 114, 503, 278, 510
      Annotation: 
       Subtype: Link
       Rect: 104, 491, 115, 493
      Annotation: 
       Subtype: Link
       Rect: 115, 490, 279, 498
      Annotation: 
       Subtype: Link
       Rect: 99, 478, 110, 480
      Annotation: 
       Subtype: Link
       Rect: 109, 477, 272, 485
      Annotation: 
       Subtype: Link
       Rect: 110, 422, 276, 429
      Annotation: 
       Subtype: Link
       Rect: 414, 702, 513, 709
     Thumb: true
  Checksum: 66bd5342
   Type: CRC32
  Checksum: 74372b33d571289c674c2dd1a34d280f
   Type: MD5
  Checksum: 5afa409a52d7d042230891d86e7050efc002db03
   Type: SHA-1
  Checksum: 0a5de5ba57cb38a448762c3cbf3a8c3d29b77041c5256a72170294d0de2e578f
   Type: SHA-256