Epidemiological data from the COVID-19 outbreak, real-time case information
Identifieur interne : 000046 ( France/Analysis ); précédent : 000045; suivant : 000047Epidemiological data from the COVID-19 outbreak, real-time case information
Auteurs : Bo Xu [République populaire de Chine, Royaume-Uni] ; Bernardo Gutierrez [Royaume-Uni, Équateur] ; Sumiko Mekaru [États-Unis] ; Kara Sewalk [États-Unis] ; Lauren Goodwin [États-Unis] ; Alyssa Loskill [États-Unis] ; Emily L. Cohn [États-Unis] ; Yulin Hswen [États-Unis] ; Sarah C. Hill [Royaume-Uni] ; Maria M. Cobo [Équateur, Royaume-Uni] ; Alexander E. Zarebski [Royaume-Uni] ; Sabrina Li [Royaume-Uni] ; Chieh-Hsi Wu [Royaume-Uni] ; Erin Hulland [États-Unis] ; Julia D. Morgan [États-Unis] ; Lin Wang [France, Royaume-Uni] ; Katelynn O Rien [États-Unis] ; Samuel V. Scarpino [États-Unis] ; John S. Brownstein [États-Unis] ; Oliver G. Pybus [Royaume-Uni] ; David M. Pigott [États-Unis] ; Moritz U. G. Kraemer [Royaume-Uni, États-Unis]Source :
- Scientific Data [ 2052-4463 ] ; 2020.
Abstract
Cases of a novel coronavirus were first reported in Wuhan, Hubei province, China, in December 2019 and have since spread across the world. Epidemiological studies have indicated human-to-human transmission in China and elsewhere. To aid the analysis and tracking of the COVID-19 epidemic we collected and curated individual-level data from national, provincial, and municipal health reports, as well as additional information from online reports. All data are geo-coded and, where available, include symptoms, key dates (date of onset, admission, and confirmation), and travel history. The generation of detailed, real-time, and robust data for emerging disease outbreaks is important and can help to generate robust evidence that will support and inform public health decision making.
Url:
DOI: 10.1038/s41597-020-0448-0
PubMed: 32210236
PubMed Central: 7093412
Affiliations:
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PMC:7093412Le document en format XML
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institution-id-type="GRID">grid.12527.33</institution-id><institution>Ministry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University,</institution></institution-wrap>Beijing, China</nlm:aff><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Beijing</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff2"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 8948</institution-id><institution-id institution-id-type="GRID">grid.4991.5</institution-id><institution>Department of Zoology,</institution><institution>University of Oxford,</institution></institution-wrap>Oxford, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford</wicri:regionArea></affiliation></author><author><name sortKey="Gutierrez, Bernardo" sort="Gutierrez, Bernardo" uniqKey="Gutierrez B" first="Bernardo" last="Gutierrez">Bernardo Gutierrez</name><affiliation wicri:level="1"><nlm:aff id="Aff2"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 8948</institution-id><institution-id institution-id-type="GRID">grid.4991.5</institution-id><institution>Department of Zoology,</institution><institution>University of Oxford,</institution></institution-wrap>Oxford, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff10"><institution-wrap><institution-id institution-id-type="ISNI">0000 0000 9008 4711</institution-id><institution-id institution-id-type="GRID">grid.412251.1</institution-id><institution>School of Biological and Environmental Sciences,</institution><institution>Universidad San Francisco de Quito USFQ,</institution></institution-wrap>Quito, Ecuador</nlm:aff><country xml:lang="fr">Équateur</country><wicri:regionArea>Quito</wicri:regionArea></affiliation></author><author><name sortKey="Mekaru, Sumiko" sort="Mekaru, Sumiko" uniqKey="Mekaru S" first="Sumiko" last="Mekaru">Sumiko Mekaru</name><affiliation wicri:level="1"><nlm:aff id="Aff3"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 0378 8438</institution-id><institution-id institution-id-type="GRID">grid.2515.3</institution-id><institution>Computational Epidemiology Lab, Boston Children’s Hospital,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff4"><institution-wrap><institution-id institution-id-type="ISNI">0000 0001 2300 1071</institution-id><institution-id institution-id-type="GRID">grid.432410.0</institution-id><institution>Booz Allen Hamilton,</institution></institution-wrap>Westborough Massachusetts, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Westborough Massachusetts</wicri:regionArea></affiliation></author><author><name sortKey="Sewalk, Kara" sort="Sewalk, Kara" uniqKey="Sewalk K" first="Kara" last="Sewalk">Kara Sewalk</name><affiliation wicri:level="1"><nlm:aff id="Aff3"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 0378 8438</institution-id><institution-id institution-id-type="GRID">grid.2515.3</institution-id><institution>Computational Epidemiology Lab, Boston Children’s Hospital,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation></author><author><name sortKey="Goodwin, Lauren" sort="Goodwin, Lauren" uniqKey="Goodwin L" first="Lauren" last="Goodwin">Lauren Goodwin</name><affiliation wicri:level="1"><nlm:aff id="Aff3"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 0378 8438</institution-id><institution-id institution-id-type="GRID">grid.2515.3</institution-id><institution>Computational Epidemiology Lab, Boston Children’s Hospital,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation></author><author><name sortKey="Loskill, Alyssa" sort="Loskill, Alyssa" uniqKey="Loskill A" first="Alyssa" last="Loskill">Alyssa Loskill</name><affiliation wicri:level="1"><nlm:aff id="Aff3"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 0378 8438</institution-id><institution-id institution-id-type="GRID">grid.2515.3</institution-id><institution>Computational Epidemiology Lab, Boston Children’s Hospital,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff11"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 7558</institution-id><institution-id institution-id-type="GRID">grid.189504.1</institution-id><institution>School of Public Health,</institution><institution>Boston University,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation></author><author><name sortKey="Cohn, Emily L" sort="Cohn, Emily L" uniqKey="Cohn E" first="Emily L." last="Cohn">Emily L. Cohn</name><affiliation wicri:level="1"><nlm:aff id="Aff3"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 0378 8438</institution-id><institution-id institution-id-type="GRID">grid.2515.3</institution-id><institution>Computational Epidemiology Lab, Boston Children’s Hospital,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation></author><author><name sortKey="Hswen, Yulin" sort="Hswen, Yulin" uniqKey="Hswen Y" first="Yulin" last="Hswen">Yulin Hswen</name><affiliation wicri:level="1"><nlm:aff id="Aff3"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 0378 8438</institution-id><institution-id institution-id-type="GRID">grid.2515.3</institution-id><institution>Computational Epidemiology Lab, Boston Children’s Hospital,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation></author><author><name sortKey="Hill, Sarah C" sort="Hill, Sarah C" uniqKey="Hill S" first="Sarah C." last="Hill">Sarah C. Hill</name><affiliation wicri:level="1"><nlm:aff id="Aff2"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 8948</institution-id><institution-id institution-id-type="GRID">grid.4991.5</institution-id><institution>Department of Zoology,</institution><institution>University of Oxford,</institution></institution-wrap>Oxford, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford</wicri:regionArea></affiliation></author><author><name sortKey="Cobo, Maria M" sort="Cobo, Maria M" uniqKey="Cobo M" first="Maria M." last="Cobo">Maria M. Cobo</name><affiliation wicri:level="1"><nlm:aff id="Aff10"><institution-wrap><institution-id institution-id-type="ISNI">0000 0000 9008 4711</institution-id><institution-id institution-id-type="GRID">grid.412251.1</institution-id><institution>School of Biological and Environmental Sciences,</institution><institution>Universidad San Francisco de Quito USFQ,</institution></institution-wrap>Quito, Ecuador</nlm:aff><country xml:lang="fr">Équateur</country><wicri:regionArea>Quito</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff12"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 8948</institution-id><institution-id institution-id-type="GRID">grid.4991.5</institution-id><institution>Department of Paediatrics,</institution><institution>University of Oxford,</institution></institution-wrap>Oxford, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford</wicri:regionArea></affiliation></author><author><name sortKey="Zarebski, Alexander E" sort="Zarebski, Alexander E" uniqKey="Zarebski A" first="Alexander E." last="Zarebski">Alexander E. Zarebski</name><affiliation wicri:level="1"><nlm:aff id="Aff2"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 8948</institution-id><institution-id institution-id-type="GRID">grid.4991.5</institution-id><institution>Department of Zoology,</institution><institution>University of Oxford,</institution></institution-wrap>Oxford, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford</wicri:regionArea></affiliation></author><author><name sortKey="Li, Sabrina" sort="Li, Sabrina" uniqKey="Li S" first="Sabrina" last="Li">Sabrina Li</name><affiliation wicri:level="1"><nlm:aff id="Aff2"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 8948</institution-id><institution-id institution-id-type="GRID">grid.4991.5</institution-id><institution>Department of Zoology,</institution><institution>University of Oxford,</institution></institution-wrap>Oxford, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff13"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 8948</institution-id><institution-id institution-id-type="GRID">grid.4991.5</institution-id><institution>School of Geography and the Environment,</institution><institution>University of Oxford,</institution></institution-wrap>Oxford, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford</wicri:regionArea></affiliation></author><author><name sortKey="Wu, Chieh Hsi" sort="Wu, Chieh Hsi" uniqKey="Wu C" first="Chieh-Hsi" last="Wu">Chieh-Hsi Wu</name><affiliation wicri:level="1"><nlm:aff id="Aff5"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 9297</institution-id><institution-id institution-id-type="GRID">grid.5491.9</institution-id><institution>Mathematical Sciences,</institution><institution>University of Southampton,</institution></institution-wrap>Southampton, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Southampton</wicri:regionArea></affiliation></author><author><name sortKey="Hulland, Erin" sort="Hulland, Erin" uniqKey="Hulland E" first="Erin" last="Hulland">Erin Hulland</name><affiliation wicri:level="1"><nlm:aff id="Aff6"><institution-wrap><institution-id institution-id-type="ISNI">0000000122986657</institution-id><institution-id institution-id-type="GRID">grid.34477.33</institution-id><institution>Department of Health Metrics Sciences,</institution><institution>University of Washington,</institution></institution-wrap>Seattle, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Seattle</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff14"><institution-wrap><institution-id institution-id-type="ISNI">0000000122986657</institution-id><institution-id institution-id-type="GRID">grid.34477.33</institution-id><institution>Institute for Health Metrics and Evaluation,</institution><institution>University of Washington,</institution></institution-wrap>Seattle, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Seattle</wicri:regionArea></affiliation></author><author><name sortKey="Morgan, Julia D" sort="Morgan, Julia D" uniqKey="Morgan J" first="Julia D." last="Morgan">Julia D. Morgan</name><affiliation wicri:level="1"><nlm:aff id="Aff6"><institution-wrap><institution-id institution-id-type="ISNI">0000000122986657</institution-id><institution-id institution-id-type="GRID">grid.34477.33</institution-id><institution>Department of Health Metrics Sciences,</institution><institution>University of Washington,</institution></institution-wrap>Seattle, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Seattle</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff14"><institution-wrap><institution-id institution-id-type="ISNI">0000000122986657</institution-id><institution-id institution-id-type="GRID">grid.34477.33</institution-id><institution>Institute for Health Metrics and Evaluation,</institution><institution>University of Washington,</institution></institution-wrap>Seattle, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Seattle</wicri:regionArea></affiliation></author><author><name sortKey="Wang, Lin" sort="Wang, Lin" uniqKey="Wang L" first="Lin" last="Wang">Lin Wang</name><affiliation wicri:level="3"><nlm:aff id="Aff7">Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, UMR2000, CNRS, Paris, France</nlm:aff><country xml:lang="fr">France</country><wicri:regionArea>Mathematical Modelling of Infectious Diseases Unit, Institut Pasteur, UMR2000, CNRS, Paris</wicri:regionArea><placeName><region type="region">Île-de-France</region><region type="old region">Île-de-France</region><settlement type="city">Paris</settlement></placeName></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff15"><institution-wrap><institution-id institution-id-type="ISNI">0000000121885934</institution-id><institution-id institution-id-type="GRID">grid.5335.0</institution-id><institution>Department of Genetics,</institution><institution>University of Cambridge,</institution></institution-wrap>Cambridge, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Cambridge</wicri:regionArea></affiliation></author><author><name sortKey="O Rien, Katelynn" sort="O Rien, Katelynn" uniqKey="O Rien K" first="Katelynn" last="O Rien">Katelynn O Rien</name><affiliation wicri:level="1"><nlm:aff id="Aff3"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 0378 8438</institution-id><institution-id institution-id-type="GRID">grid.2515.3</institution-id><institution>Computational Epidemiology Lab, Boston Children’s Hospital,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation></author><author><name sortKey="Scarpino, Samuel V" sort="Scarpino, Samuel V" uniqKey="Scarpino S" first="Samuel V." last="Scarpino">Samuel V. Scarpino</name><affiliation wicri:level="1"><nlm:aff id="Aff8"><institution-wrap><institution-id institution-id-type="ISNI">0000 0001 2173 3359</institution-id><institution-id institution-id-type="GRID">grid.261112.7</institution-id><institution>Network Science Institute,</institution><institution>Northeastern University,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation></author><author><name sortKey="Brownstein, John S" sort="Brownstein, John S" uniqKey="Brownstein J" first="John S." last="Brownstein">John S. Brownstein</name><affiliation wicri:level="1"><nlm:aff id="Aff3"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 0378 8438</institution-id><institution-id institution-id-type="GRID">grid.2515.3</institution-id><institution>Computational Epidemiology Lab, Boston Children’s Hospital,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff9"><institution-wrap><institution-id institution-id-type="ISNI">000000041936754X</institution-id><institution-id institution-id-type="GRID">grid.38142.3c</institution-id><institution>Department of Pediatrics,</institution><institution>Harvard Medical School,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation></author><author><name sortKey="Pybus, Oliver G" sort="Pybus, Oliver G" uniqKey="Pybus O" first="Oliver G." last="Pybus">Oliver G. Pybus</name><affiliation wicri:level="1"><nlm:aff id="Aff2"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 8948</institution-id><institution-id institution-id-type="GRID">grid.4991.5</institution-id><institution>Department of Zoology,</institution><institution>University of Oxford,</institution></institution-wrap>Oxford, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford</wicri:regionArea></affiliation></author><author><name sortKey="Pigott, David M" sort="Pigott, David M" uniqKey="Pigott D" first="David M." last="Pigott">David M. Pigott</name><affiliation wicri:level="1"><nlm:aff id="Aff6"><institution-wrap><institution-id institution-id-type="ISNI">0000000122986657</institution-id><institution-id institution-id-type="GRID">grid.34477.33</institution-id><institution>Department of Health Metrics Sciences,</institution><institution>University of Washington,</institution></institution-wrap>Seattle, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Seattle</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff14"><institution-wrap><institution-id institution-id-type="ISNI">0000000122986657</institution-id><institution-id institution-id-type="GRID">grid.34477.33</institution-id><institution>Institute for Health Metrics and Evaluation,</institution><institution>University of Washington,</institution></institution-wrap>Seattle, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Seattle</wicri:regionArea></affiliation></author><author><name sortKey="Kraemer, Moritz U G" sort="Kraemer, Moritz U G" uniqKey="Kraemer M" first="Moritz U. G." last="Kraemer">Moritz U. G. Kraemer</name><affiliation wicri:level="1"><nlm:aff id="Aff2"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 1936 8948</institution-id><institution-id institution-id-type="GRID">grid.4991.5</institution-id><institution>Department of Zoology,</institution><institution>University of Oxford,</institution></institution-wrap>Oxford, United Kingdom</nlm:aff><country xml:lang="fr">Royaume-Uni</country><wicri:regionArea>Oxford</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff3"><institution-wrap><institution-id institution-id-type="ISNI">0000 0004 0378 8438</institution-id><institution-id institution-id-type="GRID">grid.2515.3</institution-id><institution>Computational Epidemiology Lab, Boston Children’s Hospital,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation><affiliation wicri:level="1"><nlm:aff id="Aff9"><institution-wrap><institution-id institution-id-type="ISNI">000000041936754X</institution-id><institution-id institution-id-type="GRID">grid.38142.3c</institution-id><institution>Department of Pediatrics,</institution><institution>Harvard Medical School,</institution></institution-wrap>Boston, United States</nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>Boston</wicri:regionArea></affiliation></author></analytic><series><title level="j">Scientific Data</title><idno type="eISSN">2052-4463</idno><imprint><date when="2020">2020</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p id="Par1">Cases of a novel coronavirus were first reported in Wuhan, Hubei province, China, in December 2019 and have since spread across the world. Epidemiological studies have indicated human-to-human transmission in China and elsewhere. To aid the analysis and tracking of the COVID-19 epidemic we collected and curated individual-level data from national, provincial, and municipal health reports, as well as additional information from online reports. All data are geo-coded and, where available, include symptoms, key dates (date of onset, admission, and confirmation), and travel history. The generation of detailed, real-time, and robust data for emerging disease outbreaks is important and can help to generate robust evidence that will support and inform public health decision making.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct></biblStruct><biblStruct></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Xu, B" uniqKey="Xu B">B Xu</name></author><author><name sortKey="Kraemer, Mug" uniqKey="Kraemer M">MUG Kraemer</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Brownstein, Js" uniqKey="Brownstein J">JS Brownstein</name></author><author><name sortKey="Freifeld, C" uniqKey="Freifeld C">C Freifeld</name></author><author><name sortKey="Madoff, Lc" uniqKey="Madoff L">LC Madoff</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Xu, B" uniqKey="Xu B">B Xu</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Dong, E" uniqKey="Dong E">E Dong</name></author><author><name sortKey="Du, H" uniqKey="Du H">H Du</name></author><author><name sortKey="Gardner, L" uniqKey="Gardner L">L Gardner</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Chen, N" uniqKey="Chen N">N Chen</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Fraser, C" uniqKey="Fraser C">C Fraser</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Kraemer, Mug" uniqKey="Kraemer M">MUG Kraemer</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Moss, R" uniqKey="Moss R">R Moss</name></author><author><name sortKey="Zarebski, A" uniqKey="Zarebski A">A Zarebski</name></author><author><name sortKey="Dawson, P" uniqKey="Dawson P">P Dawson</name></author><author><name sortKey="Mccaw, Jm" uniqKey="Mccaw J">JM McCaw</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mcgowan, Cj" uniqKey="Mcgowan C">CJ McGowan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Brooks, Lc" uniqKey="Brooks L">LC Brooks</name></author><author><name sortKey="Farrow, Dc" uniqKey="Farrow D">DC Farrow</name></author><author><name sortKey="Hyun, S" uniqKey="Hyun S">S Hyun</name></author><author><name sortKey="Tibshirani, Rj" uniqKey="Tibshirani R">RJ Tibshirani</name></author><author><name sortKey="Rosenfeld, R" uniqKey="Rosenfeld R">R Rosenfeld</name></author></analytic></biblStruct></listBibl></div1></back></TEI><affiliations><list><country><li>France</li><li>Royaume-Uni</li><li>République populaire de Chine</li><li>Équateur</li><li>États-Unis</li></country><region><li>Île-de-France</li></region><settlement><li>Paris</li></settlement></list><tree><country name="République populaire de Chine"><noRegion><name sortKey="Xu, Bo" sort="Xu, Bo" uniqKey="Xu B" first="Bo" last="Xu">Bo Xu</name></noRegion></country><country name="Royaume-Uni"><noRegion><name sortKey="Xu, Bo" sort="Xu, Bo" uniqKey="Xu B" first="Bo" last="Xu">Bo Xu</name></noRegion><name sortKey="Cobo, Maria M" sort="Cobo, Maria M" uniqKey="Cobo M" first="Maria M." last="Cobo">Maria M. Cobo</name><name sortKey="Gutierrez, Bernardo" sort="Gutierrez, Bernardo" uniqKey="Gutierrez B" first="Bernardo" last="Gutierrez">Bernardo Gutierrez</name><name sortKey="Hill, Sarah C" sort="Hill, Sarah C" uniqKey="Hill S" first="Sarah C." last="Hill">Sarah C. Hill</name><name sortKey="Kraemer, Moritz U G" sort="Kraemer, Moritz U G" uniqKey="Kraemer M" first="Moritz U. G." last="Kraemer">Moritz U. G. Kraemer</name><name sortKey="Li, Sabrina" sort="Li, Sabrina" uniqKey="Li S" first="Sabrina" last="Li">Sabrina Li</name><name sortKey="Li, Sabrina" sort="Li, Sabrina" uniqKey="Li S" first="Sabrina" last="Li">Sabrina Li</name><name sortKey="Pybus, Oliver G" sort="Pybus, Oliver G" uniqKey="Pybus O" first="Oliver G." last="Pybus">Oliver G. Pybus</name><name sortKey="Wang, Lin" sort="Wang, Lin" uniqKey="Wang L" first="Lin" last="Wang">Lin Wang</name><name sortKey="Wu, Chieh Hsi" sort="Wu, Chieh Hsi" uniqKey="Wu C" first="Chieh-Hsi" last="Wu">Chieh-Hsi Wu</name><name sortKey="Zarebski, Alexander E" sort="Zarebski, Alexander E" uniqKey="Zarebski A" first="Alexander E." last="Zarebski">Alexander E. Zarebski</name></country><country name="Équateur"><noRegion><name sortKey="Gutierrez, Bernardo" sort="Gutierrez, Bernardo" uniqKey="Gutierrez B" first="Bernardo" last="Gutierrez">Bernardo Gutierrez</name></noRegion><name sortKey="Cobo, Maria M" sort="Cobo, Maria M" uniqKey="Cobo M" first="Maria M." last="Cobo">Maria M. Cobo</name></country><country name="États-Unis"><noRegion><name sortKey="Mekaru, Sumiko" sort="Mekaru, Sumiko" uniqKey="Mekaru S" first="Sumiko" last="Mekaru">Sumiko Mekaru</name></noRegion><name sortKey="Brownstein, John S" sort="Brownstein, John S" uniqKey="Brownstein J" first="John S." last="Brownstein">John S. Brownstein</name><name sortKey="Brownstein, John S" sort="Brownstein, John S" uniqKey="Brownstein J" first="John S." last="Brownstein">John S. Brownstein</name><name sortKey="Cohn, Emily L" sort="Cohn, Emily L" uniqKey="Cohn E" first="Emily L." last="Cohn">Emily L. Cohn</name><name sortKey="Goodwin, Lauren" sort="Goodwin, Lauren" uniqKey="Goodwin L" first="Lauren" last="Goodwin">Lauren Goodwin</name><name sortKey="Hswen, Yulin" sort="Hswen, Yulin" uniqKey="Hswen Y" first="Yulin" last="Hswen">Yulin Hswen</name><name sortKey="Hulland, Erin" sort="Hulland, Erin" uniqKey="Hulland E" first="Erin" last="Hulland">Erin Hulland</name><name sortKey="Hulland, Erin" sort="Hulland, Erin" uniqKey="Hulland E" first="Erin" last="Hulland">Erin Hulland</name><name sortKey="Kraemer, Moritz U G" sort="Kraemer, Moritz U G" uniqKey="Kraemer M" first="Moritz U. G." last="Kraemer">Moritz U. G. Kraemer</name><name sortKey="Kraemer, Moritz U G" sort="Kraemer, Moritz U G" uniqKey="Kraemer M" first="Moritz U. G." last="Kraemer">Moritz U. G. Kraemer</name><name sortKey="Loskill, Alyssa" sort="Loskill, Alyssa" uniqKey="Loskill A" first="Alyssa" last="Loskill">Alyssa Loskill</name><name sortKey="Loskill, Alyssa" sort="Loskill, Alyssa" uniqKey="Loskill A" first="Alyssa" last="Loskill">Alyssa Loskill</name><name sortKey="Mekaru, Sumiko" sort="Mekaru, Sumiko" uniqKey="Mekaru S" first="Sumiko" last="Mekaru">Sumiko Mekaru</name><name sortKey="Morgan, Julia D" sort="Morgan, Julia D" uniqKey="Morgan J" first="Julia D." last="Morgan">Julia D. Morgan</name><name sortKey="Morgan, Julia D" sort="Morgan, Julia D" uniqKey="Morgan J" first="Julia D." last="Morgan">Julia D. Morgan</name><name sortKey="O Rien, Katelynn" sort="O Rien, Katelynn" uniqKey="O Rien K" first="Katelynn" last="O Rien">Katelynn O Rien</name><name sortKey="Pigott, David M" sort="Pigott, David M" uniqKey="Pigott D" first="David M." last="Pigott">David M. Pigott</name><name sortKey="Pigott, David M" sort="Pigott, David M" uniqKey="Pigott D" first="David M." last="Pigott">David M. Pigott</name><name sortKey="Scarpino, Samuel V" sort="Scarpino, Samuel V" uniqKey="Scarpino S" first="Samuel V." last="Scarpino">Samuel V. Scarpino</name><name sortKey="Sewalk, Kara" sort="Sewalk, Kara" uniqKey="Sewalk K" first="Kara" last="Sewalk">Kara Sewalk</name></country><country name="France"><region name="Île-de-France"><name sortKey="Wang, Lin" sort="Wang, Lin" uniqKey="Wang L" first="Lin" last="Wang">Lin Wang</name></region></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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