{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,26]],"date-time":"2026-06-26T07:51:18Z","timestamp":1782460278577,"version":"3.54.5"},"reference-count":50,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"2","funder":[{"DOI":"10.13039\/501100010785","name":"Canada First Research Excellence Fund","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100010785","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"crossref","award":["2019-05183"],"award-info":[{"award-number":["2019-05183"]}],"id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000865","name":"Bill and Melinda Gates Foundation","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100000865","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Northeastern University"},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1838251"],"award-info":[{"award-number":["IIS-1838251"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM Rev."],"published-print":{"date-parts":[[2023,5]]},"DOI":"10.1137\/20m1383811","type":"journal-article","created":{"date-parts":[[2023,5,8]],"date-time":"2023-05-08T14:05:24Z","timestamp":1683554724000},"page":"471-492","source":"Crossref","is-referenced-by-count":21,"title":["The Role of Directionality, Heterogeneity, and Correlations in Epidemic Risk and Spread"],"prefix":"10.1137","volume":"65","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8208-9920","authenticated-orcid":true,"given":"Antoine","family":"Allard","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cristopher","family":"Moore","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Samuel V.","family":"Scarpino","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5464-654X","authenticated-orcid":true,"given":"Benjamin M.","family":"Althouse","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Laurent","family":"H\u00e9bert-Dufresne","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"351","published-online":{"date-parts":[[2023,5,9]]},"reference":[{"key":"atypb1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1703073114"},{"key":"atypb2","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.92.062807"},{"key":"atypb3","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.79.036113"},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pbio.3000897"},{"key":"atypb5","volume-title":"Infectious Diseases of Humans: Dynamics and Control","author":"Anderson R. M.","year":"1992"},{"key":"atypb6","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-22721-z"},{"key":"atypb7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.0030387"},{"key":"atypb8","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.72.016106"},{"key":"atypb9","doi-asserted-by":"publisher","DOI":"10.1088\/0305-4470\/18\/6\/001"},{"key":"atypb10","doi-asserted-by":"publisher","DOI":"10.1017\/S096354830400611X"},{"key":"atypb11","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2020.6437"},{"key":"atypb12","doi-asserted-by":"publisher","DOI":"10.2307\/2982521"},{"key":"atypb13","first-page":"1","author":"Dimitrov N. B.","year":"2010","journal-title":"INFORMS TutORials in Operations Research"},{"key":"atypb14","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.64.025101"},{"key":"atypb15","doi-asserted-by":"publisher","DOI":"10.1098\/rspb.2003.2554"},{"key":"atypb16","doi-asserted-by":"publisher","DOI":"10.1126\/science.abb6936"},{"key":"atypb17","doi-asserted-by":"publisher","DOI":"10.1137\/0111066"},{"key":"atypb18","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1002673"},{"key":"atypb19","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.81.036118"},{"key":"atypb20","doi-asserted-by":"publisher","DOI":"10.1016\/0025-5564(82)90036-0"},{"key":"atypb21","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.m1435"},{"key":"atypb22","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevResearch.1.013009"},{"key":"atypb23","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2020.0393"},{"key":"atypb24","doi-asserted-by":"publisher","DOI":"10.1016\/S2214-109X(20)30074-7"},{"key":"atypb25","doi-asserted-by":"publisher","DOI":"10.1155\/2011\/543520"},{"key":"atypb26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2007.09.011"},{"key":"atypb27","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.76.036113"},{"key":"atypb28","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1927.0118"},{"key":"atypb29","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1932.0171"},{"key":"atypb30","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1933.0106"},{"key":"atypb31","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2005.0079"},{"key":"atypb32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-50806-1"},{"key":"atypb33","doi-asserted-by":"publisher","DOI":"10.1038\/s41567-021-01187-2"},{"key":"atypb34","doi-asserted-by":"publisher","DOI":"10.2307\/3213827"},{"key":"atypb35","doi-asserted-by":"publisher","DOI":"10.1038\/nature04153"},{"key":"atypb36","doi-asserted-by":"publisher","DOI":"10.1090\/S0273-0979-06-01148-7"},{"key":"atypb37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2005.10.004"},{"key":"atypb38","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2004.07.026"},{"key":"atypb39","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.76.010101"},{"key":"atypb40","doi-asserted-by":"publisher","DOI":"10.1239\/jap\/1214950363"},{"key":"atypb41","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-20544-y"},{"key":"atypb42","doi-asserted-by":"crossref","first-page":"283","DOI":"10.1111\/j.2517-6161.1977.tb01627.x","volume":"39","author":"Mollison D.","year":"1977","journal-title":"J. R. Stat. Soc. B"},{"key":"atypb43","doi-asserted-by":"publisher","DOI":"10.1016\/S0025-5564(99)00061-9"},{"key":"atypb44","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.66.016128"},{"key":"atypb45","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198805090.001.0001"},{"key":"atypb46","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.64.026118"},{"key":"atypb47","doi-asserted-by":"publisher","DOI":"10.1016\/S0025-5564(02)00117-7"},{"key":"atypb48","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.118.078301"},{"key":"atypb49","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-020-0895-3"},{"key":"atypb50","doi-asserted-by":"publisher","DOI":"10.1126\/science.abb8001"}],"container-title":["SIAM Review"],"original-title":[],"language":"en","deposited":{"date-parts":[[2024,10,20]],"date-time":"2024-10-20T00:01:32Z","timestamp":1729382492000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/20M1383811"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5]]},"references-count":50,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2023,5]]}},"alternative-id":["10.1137\/20M1383811"],"URL":"https:\/\/doi.org\/10.1137\/20m1383811","relation":{},"ISSN":["0036-1445","1095-7200"],"issn-type":[{"value":"0036-1445","type":"print"},{"value":"1095-7200","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,5]]}}}