Item talk:Q303670
From geokb
{
"USGS Publications Warehouse": { "@context": "https://schema.org", "@type": "Article", "additionalType": "Journal Article", "name": "Multiple models for outbreak decision support in the face of uncertainty", "identifier": [ { "@type": "PropertyValue", "propertyID": "USGS Publications Warehouse IndexID", "value": "70243206", "url": "https://pubs.usgs.gov/publication/70243206" }, { "@type": "PropertyValue", "propertyID": "USGS Publications Warehouse Internal ID", "value": 70243206 }, { "@type": "PropertyValue", "propertyID": "DOI", "value": "10.1073/pnas.2207537120", "url": "https://doi.org/10.1073/pnas.2207537120" } ], "journal": { "@type": "Periodical", "name": "PNAS", "volumeNumber": "120", "issueNumber": "18" }, "inLanguage": "en", "isPartOf": [ { "@type": "CreativeWorkSeries", "name": "PNAS" } ], "datePublished": "2023", "dateModified": "2023-05-04", "abstract": "Policymakers must make management decisions despite incomplete knowledge and conflicting model projections. Little guidance exists for the rapid, representative, and unbiased collection of policy-relevant scientific input from independent modeling teams. Integrating approaches from decision analysis, expert judgment, and model aggregation, we convened multiple modeling teams to evaluate COVID-19 reopening strategies for a mid-sized United States county early in the pandemic. Projections from seventeen distinct models were inconsistent in magnitude but highly consistent in ranking interventions. The 6-mo-ahead aggregate projections were well in line with observed outbreaks in mid-sized US counties. The aggregate results showed that up to half the population could be infected with full workplace reopening, while workplace restrictions reduced median cumulative infections by 82%. Rankings of interventions were consistent across public health objectives, but there was a strong trade-off between public health outcomes and duration of workplace closures, and no win-win intermediate reopening strategies were identified. Between-model variation was high; the aggregate results thus provide valuable risk quantification for decision making. This approach can be applied to the evaluation of management interventions in any setting where models are used to inform decision making. This case study demonstrated the utility of our approach and was one of several multimodel efforts that laid the groundwork for the COVID-19 Scenario Modeling Hub, which has provided multiple rounds of real-time scenario projections for situational awareness and decision making to the Centers for Disease Control and Prevention since December 2020.", "description": "e2207537120, 9 p.", "publisher": { "@type": "Organization", "name": "National Academy of Sciences" }, "author": [ { "@type": "Person", "name": "Shea, Katriona", "givenName": "Katriona", "familyName": "Shea", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-7607-8248", "url": "https://orcid.org/0000-0002-7607-8248" } }, { "@type": "Person", "name": "Borchering, Rebecca K.", "givenName": "Rebecca K.", "familyName": "Borchering", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0003-4309-2913", "url": "https://orcid.org/0000-0003-4309-2913" }, "affiliation": [ { "@type": "Organization", "name": "Pennsylvania State University" } ] }, { "@type": "Person", "name": "Probert, William J M", "givenName": "William J M", "familyName": "Probert", "affiliation": [ { "@type": "Organization", "name": "University of Oxford" } ] }, { "@type": "Person", "name": "Viboud, Cecile", "givenName": "Cecile", "familyName": "Viboud", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0003-3243-4711", "url": "https://orcid.org/0000-0003-3243-4711" }, "affiliation": [ { "@type": "Organization", "name": "National Institutes of Health Fogarty International Center" } ] }, { "@type": "Person", "name": "Howerton, Emily", "givenName": "Emily", "familyName": "Howerton", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-0639-3728", "url": "https://orcid.org/0000-0002-0639-3728" }, "affiliation": [ { "@type": "Organization", "name": "Pennsylvania State University" } ] }, { "@type": "Person", "name": "Bogich, Tiffany L.", "givenName": "Tiffany L.", "familyName": "Bogich", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-8143-5289", "url": "https://orcid.org/0000-0002-8143-5289" }, "affiliation": [ { "@type": "Organization", "name": "The Pennsylvania State University" } ] }, { "@type": "Person", "name": "Li, Shou-Li", "givenName": "Shou-Li", "familyName": "Li" }, { "@type": "Person", "name": "van Panhuis, Willem G.", "givenName": "Willem G.", "familyName": "van Panhuis" }, { "@type": "Person", "name": "Agu\u00e1s, Ricardo", "givenName": "Ricardo", "familyName": "Agu\u00e1s" }, { "@type": "Person", "name": "Belov, Artur A.", "givenName": "Artur A.", "familyName": "Belov" }, { "@type": "Person", "name": "Del Valle, Sara Y.", "givenName": "Sara Y.", "familyName": "Del Valle" }, { "@type": "Person", "name": "Childs, Lauren M.", "givenName": "Lauren M.", "familyName": "Childs" }, { "@type": "Person", "name": "Chow, Carson C.", "givenName": "Carson C.", "familyName": "Chow" }, { "@type": "Person", "name": "Crooker, Isabel", "givenName": "Isabel", "familyName": "Crooker" }, { "@type": "Person", "name": "Espa\u00f1a, Guido", "givenName": "Guido", "familyName": "Espa\u00f1a" }, { "@type": "Person", "name": "Fairchild, Geoffrey", "givenName": "Geoffrey", "familyName": "Fairchild" }, { "@type": "Person", "name": "Gerkin, Richard C.", "givenName": "Richard C.", "familyName": "Gerkin" }, { "@type": "Person", "name": "Germann, Timothy C.", "givenName": "Timothy C.", "familyName": "Germann" }, { "@type": "Person", "name": "Gu, Quanquan", "givenName": "Quanquan", "familyName": "Gu" }, { "@type": "Person", "name": "Hupert, Nathaniel", "givenName": "Nathaniel", "familyName": "Hupert" }, { "@type": "Person", "name": "Janies, Daniel", "givenName": "Daniel", "familyName": "Janies" }, { "@type": "Person", "name": "Kerr, Cliff C.", "givenName": "Cliff C.", "familyName": "Kerr" }, { "@type": "Person", "name": "Klein, Daniel J.", "givenName": "Daniel J.", "familyName": "Klein" }, { "@type": "Person", "name": "Klein, Eili Y.", "givenName": "Eili Y.", "familyName": "Klein" }, { "@type": "Person", "name": "Lin, Gary", "givenName": "Gary", "familyName": "Lin" }, { "@type": "Person", "name": "Manore, Carrie", "givenName": "Carrie", "familyName": "Manore" }, { "@type": "Person", "name": "Meyers, Lauren A.", "givenName": "Lauren A.", "familyName": "Meyers" }, { "@type": "Person", "name": "Mittler, John E.", "givenName": "John E.", "familyName": "Mittler" }, { "@type": "Person", "name": "Mu, Kunpeng", "givenName": "Kunpeng", "familyName": "Mu" }, { "@type": "Person", "name": "Nunez, Rafael C.", "givenName": "Rafael C.", "familyName": "Nunez" }, { "@type": "Person", "name": "Oidtman, Rachel J.", "givenName": "Rachel J.", "familyName": "Oidtman" }, { "@type": "Person", "name": "Pasco, Remy", "givenName": "Remy", "familyName": "Pasco" }, { "@type": "Person", "name": "Pastore y Piontti, Ana", "givenName": "Ana", "familyName": "Pastore y Piontti" }, { "@type": "Person", "name": "Bhargava, Sanjana H.", "givenName": "Sanjana H.", "familyName": "Bhargava" }, { "@type": "Person", "name": "Cavany, Sean M.", "givenName": "Sean M.", "familyName": "Cavany" }, { "@type": "Person", "name": "Chang, Joshua C.", "givenName": "Joshua C.", "familyName": "Chang" }, { "@type": "Person", "name": "Chen, Cynthia", "givenName": "Cynthia", "familyName": "Chen", "affiliation": [ { "@type": "Organization", "name": "Intact Genomics, Saint Louis, Missouri, USAe" } ] }, { "@type": "Person", "name": "Chen, Jinghui", "givenName": "Jinghui", "familyName": "Chen" }, { "@type": "Person", "name": "Chen, Shi", "givenName": "Shi", "familyName": "Chen" }, { "@type": "Person", "name": "Chen, YangQuan", "givenName": "YangQuan", "familyName": "Chen" }, { "@type": "Person", "name": "Guan, Xiangyang", "givenName": "Xiangyang", "familyName": "Guan" }, { "@type": "Person", "name": "Guo, Linhong", "givenName": "Linhong", "familyName": "Guo" }, { "@type": "Person", "name": "Rael, Rosalyn C.", "givenName": "Rosalyn C.", "familyName": "Rael" }, { "@type": "Person", "name": "Rosenfeld, Katherine", "givenName": "Katherine", "familyName": "Rosenfeld" }, { "@type": "Person", "name": "Hart, Gregory R.", "givenName": "Gregory R.", "familyName": "Hart" }, { "@type": "Person", "name": "Hladish, Thomas J.", "givenName": "Thomas J.", "familyName": "Hladish" }, { "@type": "Person", "name": "Paul, Rajib", "givenName": "Rajib", "familyName": "Paul" }, { "@type": "Person", "name": "Pearson, Carl A. B.", "givenName": "Carl A. B.", "familyName": "Pearson" }, { "@type": "Person", "name": "Perdomo, Dianela R.", "givenName": "Dianela R.", "familyName": "Perdomo" }, { "@type": "Person", "name": "Perkins, T. Alex", "givenName": "T. Alex", "familyName": "Perkins" }, { "@type": "Person", "name": "Pierce, Kelly", "givenName": "Kelly", "familyName": "Pierce" }, { "@type": "Person", "name": "Pillai, Alexander N.", "givenName": "Alexander N.", "familyName": "Pillai" }, { "@type": "Person", "name": "Ross, Chrysm W.", "givenName": "Chrysm W.", "familyName": "Ross" }, { "@type": "Person", "name": "Zou, Difan", "givenName": "Difan", "familyName": "Zou" }, { "@type": "Person", "name": "Ferrari, Matthew J.", "givenName": "Matthew J.", "familyName": "Ferrari" }, { "@type": "Person", "name": "Pannell, David", "givenName": "David", "familyName": "Pannell", "affiliation": [ { "@type": "Organization", "name": "University of Western Australia" } ] }, { "@type": "Person", "name": "Tildesley, Michael J.", "givenName": "Michael J.", "familyName": "Tildesley" }, { "@type": "Person", "name": "Seiferth, J.", "givenName": "J.", "familyName": "Seiferth" }, { "@type": "Person", "name": "Johnson, Elyse", "givenName": "Elyse", "familyName": "Johnson" }, { "@type": "Person", "name": "Biggerstaff, Matthew", "givenName": "Matthew", "familyName": "Biggerstaff", "affiliation": [ { "@type": "Organization", "name": "Centers for Disease Control and Prevention" } ] }, { "@type": "Person", "name": "Johansson, Michael A", "givenName": "Michael A", "familyName": "Johansson", "affiliation": [ { "@type": "Organization", "name": "Centers for Disease Control and Prevention" } ] }, { "@type": "Person", "name": "Slayton, Rachel B.", "givenName": "Rachel B.", "familyName": "Slayton", "affiliation": [ { "@type": "Organization", "name": "Centers for Disease Control and Prevention" } ] }, { "@type": "Person", "name": "Levander, John", "givenName": "John", "familyName": "Levander" }, { "@type": "Person", "name": "Stazer, Jeff", "givenName": "Jeff", "familyName": "Stazer" }, { "@type": "Person", "name": "Kerr, J.", "givenName": "J.", "familyName": "Kerr" }, { "@type": "Person", "name": "Runge, Michael C. mrunge@usgs.gov", "givenName": "Michael C.", "familyName": "Runge", "email": "mrunge@usgs.gov", "identifier": { "@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-8081-536X", "url": "https://orcid.org/0000-0002-8081-536X" }, "affiliation": [ { "@type": "Organization", "name": "Patuxent Wildlife Research Center", "url": "https://www.usgs.gov/centers/pwrc" } ] }, { "@type": "Person", "name": "Spencer, Julie A.", "givenName": "Julie A.", "familyName": "Spencer" }, { "@type": "Person", "name": "Stoltzfus, Arlin B.", "givenName": "Arlin B.", "familyName": "Stoltzfus" }, { "@type": "Person", "name": "Toh, Kok B.", "givenName": "Kok B.", "familyName": "Toh" }, { "@type": "Person", "name": "Vattikuti, Shashaank", "givenName": "Shashaank", "familyName": "Vattikuti" }, { "@type": "Person", "name": "Vespignani, Alessandro", "givenName": "Alessandro", "familyName": "Vespignani" }, { "@type": "Person", "name": "Wang, Lingxiao", "givenName": "Lingxiao", "familyName": "Wang" }, { "@type": "Person", "name": "White, Lisa J.", "givenName": "Lisa J.", "familyName": "White" }, { "@type": "Person", "name": "Pan, X.", "givenName": "X.", "familyName": "Pan" }, { "@type": "Person", "name": "Yang, Yupeng", "givenName": "Yupeng", "familyName": "Yang" }, { "@type": "Person", "name": "Yogurtcu, Osman N.", "givenName": "Osman N.", "familyName": "Yogurtcu" }, { "@type": "Person", "name": "Zhang, Weitong", "givenName": "Weitong", "familyName": "Zhang" }, { "@type": "Person", "name": "Zhao, Yanting", "givenName": "Yanting", "familyName": "Zhao" } ], "funder": [ { "@type": "Organization", "name": "Eastern Ecological Science Center", "url": "https://www.usgs.gov/centers/eesc" } ] }, "OpenAlex": { "_id": "https://openalex.org/W4366981273", "abstract_inverted_index": { "Policymakers": [ 0 ], "must": [ 1 ], "make": [ 2 ], "management": [ 3, 172 ], "decisions": [ 4 ], "despite": [ 5 ], "incomplete": [ 6 ], "knowledge": [ 7 ], "and": [ 8, 19, 37, 135, 140, 194, 223, 232 ], "conflicting": [ 9 ], "model": [ 10, 38 ], "projections.": [ 11 ], "Little": [ 12 ], "guidance": [ 13 ], "exists": [ 14 ], "for": [ 15, 50, 160, 205, 220, 229 ], "the": [ 16, 58, 98, 152, 169, 189, 203, 206, 227 ], "rapid,": [ 17 ], "representative,": [ 18 ], "unbiased": [ 20 ], "collection": [ 21 ], "of": [ 22, 117, 137, 171, 191, 197, 216 ], "policy-relevant": [ 23 ], "scientific": [ 24 ], "input": [ 25 ], "from": [ 26, 32, 61 ], "independent": [ 27 ], "modeling": [ 28, 43 ], "teams.": [ 29 ], "Integrating": [ 30 ], "approaches": [ 31 ], "decision": [ 33, 161, 183, 224 ], "analysis,": [ 34 ], "expert": [ 35 ], "judgment,": [ 36 ], "aggregation,": [ 39 ], "we": [ 40 ], "convened": [ 41 ], "multiple": [ 42, 214 ], "teams": [ 44 ], "to": [ 45, 96, 168, 181, 226 ], "evaluate": [ 46 ], "COVID-19": [ 47, 207 ], "reopening": [ 48, 144 ], "strategies": [ 49, 145 ], "a": [ 51, 128 ], "mid-sized": [ 52, 87 ], "United": [ 53 ], "States": [ 54 ], "county": [ 55 ], "early": [ 56 ], "in": [ 57, 67, 72, 81, 86, 174 ], "pandemic.": [ 59 ], "Projections": [ 60 ], "seventeen": [ 62 ], "distinct": [ 63 ], "models": [ 64, 178 ], "were": [ 65, 79, 119, 146 ], "inconsistent": [ 66 ], "magnitude": [ 68 ], "but": [ 69, 125 ], "highly": [ 70 ], "consistent": [ 71, 120 ], "ranking": [ 73 ], "interventions.": [ 74 ], "The": [ 75, 90 ], "6-mo-ahead": [ 76 ], "aggregate": [ 77, 91, 153 ], "projections": [ 78, 219 ], "well": [ 80 ], "line": [ 82 ], "with": [ 83, 103 ], "observed": [ 84 ], "outbreaks": [ 85 ], "US": [ 88 ], "counties.": [ 89 ], "results": [ 92, 154 ], "showed": [ 93 ], "that": [ 94, 201 ], "up": [ 95 ], "half": [ 97 ], "population": [ 99 ], "could": [ 100 ], "be": [ 101, 166 ], "infected": [ 102 ], "full": [ 104 ], "workplace": [ 105, 108, 138 ], "reopening,": [ 106 ], "while": [ 107 ], "restrictions": [ 109 ], "reduced": [ 110 ], "median": [ 111 ], "cumulative": [ 112 ], "infections": [ 113 ], "by": [ 114 ], "82%.": [ 115 ], "Rankings": [ 116 ], "interventions": [ 118, 173 ], "across": [ 121 ], "public": [ 122, 132 ], "health": [ 123, 133 ], "objectives,": [ 124 ], "there": [ 126 ], "was": [ 127, 150, 195 ], "strong": [ 129 ], "trade-off": [ 130 ], "between": [ 131 ], "outcomes": [ 134 ], "duration": [ 136 ], "closures,": [ 139 ], "no": [ 141 ], "win-win": [ 142 ], "intermediate": [ 143 ], "identified.": [ 147 ], "Between-model": [ 148 ], "variation": [ 149 ], "high;": [ 151 ], "thus": [ 155 ], "provide": [ 156 ], "valuable": [ 157 ], "risk": [ 158 ], "quantification": [ 159 ], "making.": [ 162, 184 ], "This": [ 163, 185 ], "approach": [ 164, 193 ], "can": [ 165 ], "applied": [ 167 ], "evaluation": [ 170 ], "any": [ 175 ], "setting": [ 176 ], "where": [ 177 ], "are": [ 179 ], "used": [ 180 ], "inform": [ 182 ], "case": [ 186 ], "study": [ 187 ], "demonstrated": [ 188 ], "utility": [ 190 ], "our": [ 192 ], "one": [ 196 ], "several": [ 198 ], "multimodel": [ 199 ], "efforts": [ 200 ], "laid": [ 202 ], "groundwork": [ 204 ], "Scenario": [ 208 ], "Modeling": [ 209 ], "Hub,": [ 210 ], "which": [ 211 ], "has": [ 212 ], "provided": [ 213 ], "rounds": [ 215 ], "real-time": [ 217 ], "scenario": [ 218 ], "situational": [ 221 ], "awareness": [ 222 ], "making": [ 225 ], "Centers": [ 228 ], "Disease": [ 230 ], "Control": [ 231 ], "Prevention": [ 233 ], "since": [ 234 ], "December": [ 235 ], "2020.": [ 236 ] }, "apc_list": null, "apc_paid": null, "authorships": [ { "author_position": "first", "author": { "id": "https://openalex.org/A5035082420", "display_name": "Katriona Shea", "orcid": "https://orcid.org/0000-0002-7607-8248" }, "institutions": [ { "id": "https://openalex.org/I130769515", "display_name": "Pennsylvania State University", "ror": "https://ror.org/04p491231", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I130769515" ] }, { "id": "https://openalex.org/I1338678786", "display_name": "Center for Disease Dynamics, Economics & Policy", "ror": "https://ror.org/01skhd946", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1338678786" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Katriona Shea", "raw_affiliation_strings": [ "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "Department of Biology, The Pennsylvania State University, University Park, PA 16802" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I130769515" ] }, { "raw_affiliation_string": "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I1338678786" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5081712885", "display_name": "Rebecca K. Borchering", "orcid": "https://orcid.org/0000-0003-4309-2913" }, "institutions": [ { "id": "https://openalex.org/I130769515", "display_name": "Pennsylvania State University", "ror": "https://ror.org/04p491231", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I130769515" ] }, { "id": "https://openalex.org/I1338678786", "display_name": "Center for Disease Dynamics, Economics & Policy", "ror": "https://ror.org/01skhd946", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1338678786" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Rebecca K. Borchering", "raw_affiliation_strings": [ "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "Department of Biology, The Pennsylvania State University, University Park, PA 16802" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I130769515" ] }, { "raw_affiliation_string": "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I1338678786" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5017711145", "display_name": "William J. M. Probert", "orcid": "https://orcid.org/0000-0002-3437-759X" }, "institutions": [ { "id": "https://openalex.org/I40120149", "display_name": "University of Oxford", "ror": "https://ror.org/052gg0110", "country_code": "GB", "type": "education", "lineage": [ "https://openalex.org/I40120149" ] } ], "countries": [ "GB" ], "is_corresponding": false, "raw_author_name": "William J. M. Probert", "raw_affiliation_strings": [ "Nuffield Department of Medicine, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford OX3 7LF, United Kingdom" ], "affiliations": [ { "raw_affiliation_string": "Nuffield Department of Medicine, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford OX3 7LF, United Kingdom", "institution_ids": [ "https://openalex.org/I40120149" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5053894480", "display_name": "Emily Howerton", "orcid": "https://orcid.org/0000-0002-0639-3728" }, "institutions": [ { "id": "https://openalex.org/I130769515", "display_name": "Pennsylvania State University", "ror": "https://ror.org/04p491231", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I130769515" ] }, { "id": "https://openalex.org/I1338678786", "display_name": "Center for Disease Dynamics, Economics & Policy", "ror": "https://ror.org/01skhd946", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1338678786" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Emily Howerton", "raw_affiliation_strings": [ "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "Department of Biology, The Pennsylvania State University, University Park, PA 16802" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I130769515" ] }, { "raw_affiliation_string": "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I1338678786" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5045441374", "display_name": "Tiffany L. Bogich", "orcid": "https://orcid.org/0000-0002-8143-5289" }, "institutions": [ { "id": "https://openalex.org/I130769515", "display_name": "Pennsylvania State University", "ror": "https://ror.org/04p491231", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I130769515" ] }, { "id": "https://openalex.org/I1338678786", "display_name": "Center for Disease Dynamics, Economics & Policy", "ror": "https://ror.org/01skhd946", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1338678786" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Tiffany L. Bogich", "raw_affiliation_strings": [ "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "Department of Biology, The Pennsylvania State University, University Park, PA 16802" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I130769515" ] }, { "raw_affiliation_string": "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I1338678786" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5034867993", "display_name": "Shou\u2010Li Li", "orcid": "https://orcid.org/0000-0001-8536-8194" }, "institutions": [ { "id": "https://openalex.org/I76214153", "display_name": "Lanzhou University", "ror": "https://ror.org/01mkqqe32", "country_code": "CN", "type": "education", "lineage": [ "https://openalex.org/I76214153" ] } ], "countries": [ "CN" ], "is_corresponding": false, "raw_author_name": "Shou-Li Li", "raw_affiliation_strings": [ "State Key Laboratory of Grassland Agro-ecosystems, Center for Grassland Microbiome, and College of Pastoral, Agriculture Science and Technology, Lanzhou University, Lanzhou, 73000, People\u2019s Republic of China" ], "affiliations": [ { "raw_affiliation_string": "State Key Laboratory of Grassland Agro-ecosystems, Center for Grassland Microbiome, and College of Pastoral, Agriculture Science and Technology, Lanzhou University, Lanzhou, 73000, People\u2019s Republic of China", "institution_ids": [ "https://openalex.org/I76214153" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5063821021", "display_name": "Willem G. van Panhuis", "orcid": "https://orcid.org/0000-0002-7278-9982" }, "institutions": [ { "id": "https://openalex.org/I170201317", "display_name": "University of Pittsburgh", "ror": "https://ror.org/01an3r305", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I170201317" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Willem G. van Panhuis", "raw_affiliation_strings": [ "Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15260" ], "affiliations": [ { "raw_affiliation_string": "Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA 15260", "institution_ids": [ "https://openalex.org/I170201317" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5073384203", "display_name": "C\u00e9cile Viboud", "orcid": "https://orcid.org/0000-0003-3243-4711" }, "institutions": [ { "id": "https://openalex.org/I874236823", "display_name": "Fogarty International Center", "ror": "https://ror.org/02xey9a22", "country_code": "US", "type": "healthcare", "lineage": [ "https://openalex.org/I1299022934", "https://openalex.org/I1299303238", "https://openalex.org/I874236823" ] }, { "id": "https://openalex.org/I1299303238", "display_name": "National Institutes of Health", "ror": "https://ror.org/01cwqze88", "country_code": "US", "type": "government", "lineage": [ "https://openalex.org/I1299022934", "https://openalex.org/I1299303238" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Cecile Viboud", "raw_affiliation_strings": [ "Fogarty International Center, National Institutes of Health, Bethesda, MD 20892" ], "affiliations": [ { "raw_affiliation_string": "Fogarty International Center, National Institutes of Health, Bethesda, MD 20892", "institution_ids": [ "https://openalex.org/I874236823", "https://openalex.org/I1299303238" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5016728141", "display_name": "Ricardo \u00c1guas", "orcid": "https://orcid.org/0000-0002-6507-6597" }, "institutions": [ { "id": "https://openalex.org/I40120149", "display_name": "University of Oxford", "ror": "https://ror.org/052gg0110", "country_code": "GB", "type": "education", "lineage": [ "https://openalex.org/I40120149" ] } ], "countries": [ "GB" ], "is_corresponding": false, "raw_author_name": "Ricardo Agu\u00e1s", "raw_affiliation_strings": [ "Nuffield Department of Medicine, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford OX3 7LF, United Kingdom" ], "affiliations": [ { "raw_affiliation_string": "Nuffield Department of Medicine, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford OX3 7LF, United Kingdom", "institution_ids": [ "https://openalex.org/I40120149" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5035089475", "display_name": "Artur Belov", "orcid": "https://orcid.org/0000-0001-6848-1224" }, "institutions": [ { "id": "https://openalex.org/I1318287680", "display_name": "Center for Biologics Evaluation and Research", "ror": "https://ror.org/02nr3fr97", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1299022934", "https://openalex.org/I1318287680", "https://openalex.org/I1320320070" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Artur A. Belov", "raw_affiliation_strings": [ "Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, MD 20993" ], "affiliations": [ { "raw_affiliation_string": "Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, MD 20993", "institution_ids": [ "https://openalex.org/I1318287680" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5078386356", "display_name": "Sanjana Bhargava", "orcid": "https://orcid.org/0000-0003-4655-1804" }, "institutions": [ { "id": "https://openalex.org/I33213144", "display_name": "University of Florida", "ror": "https://ror.org/02y3ad647", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I33213144" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Sanjana H. Bhargava", "raw_affiliation_strings": [ "Department of Biology, University of Florida, Gainesville, FL 32611" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, University of Florida, Gainesville, FL 32611", "institution_ids": [ "https://openalex.org/I33213144" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5039922663", "display_name": "Sean Cavany", "orcid": "https://orcid.org/0000-0002-2559-797X" }, "institutions": [ { "id": "https://openalex.org/I107639228", "display_name": "University of Notre Dame", "ror": "https://ror.org/00mkhxb43", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I107639228" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Sean M. Cavany", "raw_affiliation_strings": [ "Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556" ], "affiliations": [ { "raw_affiliation_string": "Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556", "institution_ids": [ "https://openalex.org/I107639228" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5007665209", "display_name": "Joshua C. Chang", "orcid": "https://orcid.org/0000-0001-9690-9179" }, "institutions": [ { "id": "https://openalex.org/I4210155647", "display_name": "National Institutes of Health Clinical Center", "ror": "https://ror.org/04vfsmv21", "country_code": "US", "type": "healthcare", "lineage": [ "https://openalex.org/I1299022934", "https://openalex.org/I1299303238", "https://openalex.org/I4210155647" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Joshua C. Chang", "raw_affiliation_strings": [ "Epidemiology and Biostatistics Section, Rehabilitation Medicine, Clinical Center, National Institutes of Health, Bethesda, MD 20892", "Mederrata Research Inc, Columbus, OH 43212" ], "affiliations": [ { "raw_affiliation_string": "Mederrata Research Inc, Columbus, OH 43212", "institution_ids": [] }, { "raw_affiliation_string": "Epidemiology and Biostatistics Section, Rehabilitation Medicine, Clinical Center, National Institutes of Health, Bethesda, MD 20892", "institution_ids": [ "https://openalex.org/I4210155647" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5028760032", "display_name": "Cynthia Chen", "orcid": "https://orcid.org/0000-0002-1110-8610" }, "institutions": [ { "id": "https://openalex.org/I201448701", "display_name": "University of Washington", "ror": "https://ror.org/00cvxb145", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I201448701" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Cynthia Chen", "raw_affiliation_strings": [ "Department of Civil and Environmental Engineering, University of Washington, Seattle, WA 98195" ], "affiliations": [ { "raw_affiliation_string": "Department of Civil and Environmental Engineering, University of Washington, Seattle, WA 98195", "institution_ids": [ "https://openalex.org/I201448701" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5006335513", "display_name": "Jinghui Chen", "orcid": "https://orcid.org/0000-0002-1486-4526" }, "institutions": [ { "id": "https://openalex.org/I161318765", "display_name": "University of California, Los Angeles", "ror": "https://ror.org/046rm7j60", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I161318765" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Jinghui Chen", "raw_affiliation_strings": [ "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095" ], "affiliations": [ { "raw_affiliation_string": "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095", "institution_ids": [ "https://openalex.org/I161318765" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5100362195", "display_name": "Shi Chen", "orcid": "https://orcid.org/0000-0002-2316-111X" }, "institutions": [ { "id": "https://openalex.org/I102149020", "display_name": "University of North Carolina at Charlotte", "ror": "https://ror.org/04dawnj30", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I102149020" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Shi Chen", "raw_affiliation_strings": [ "Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223", "School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223" ], "affiliations": [ { "raw_affiliation_string": "Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223", "institution_ids": [ "https://openalex.org/I102149020" ] }, { "raw_affiliation_string": "School of Data Science, University of North Carolina at Charlotte, Charlotte, NC 28223", "institution_ids": [] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5100715957", "display_name": "YangQuan Chen", "orcid": "https://orcid.org/0000-0002-7422-5988" }, "institutions": [ { "id": "https://openalex.org/I4210145666", "display_name": "Embedded Systems (United States)", "ror": "https://ror.org/04742eh45", "country_code": "US", "type": "company", "lineage": [ "https://openalex.org/I4210145666" ] }, { "id": "https://openalex.org/I156087764", "display_name": "University of California, Merced", "ror": "https://ror.org/00d9ah105", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I156087764" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "YangQuan Chen", "raw_affiliation_strings": [ "Mechatronics, Embedded Systems and Automation Laboratory, School of Engineering, University of California, Merced, CA 95343" ], "affiliations": [ { "raw_affiliation_string": "Mechatronics, Embedded Systems and Automation Laboratory, School of Engineering, University of California, Merced, CA 95343", "institution_ids": [ "https://openalex.org/I4210145666", "https://openalex.org/I156087764" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5040213025", "display_name": "Lauren M. Childs", "orcid": "https://orcid.org/0000-0003-3904-3895" }, "institutions": [ { "id": "https://openalex.org/I859038795", "display_name": "Virginia Tech", "ror": "https://ror.org/02smfhw86", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I859038795" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Lauren M. Childs", "raw_affiliation_strings": [ "Department of Mathematics, Virginia Tech, Blacksburg, VA 24061" ], "affiliations": [ { "raw_affiliation_string": "Department of Mathematics, Virginia Tech, Blacksburg, VA 24061", "institution_ids": [ "https://openalex.org/I859038795" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5034374861", "display_name": "Carson C. Chow", "orcid": "https://orcid.org/0000-0003-1463-9553" }, "institutions": [ { "id": "https://openalex.org/I1299303238", "display_name": "National Institutes of Health", "ror": "https://ror.org/01cwqze88", "country_code": "US", "type": "government", "lineage": [ "https://openalex.org/I1299022934", "https://openalex.org/I1299303238" ] }, { "id": "https://openalex.org/I4210090567", "display_name": "National Institute of Diabetes and Digestive and Kidney Diseases", "ror": "https://ror.org/00adh9b73", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1299022934", "https://openalex.org/I1299303238", "https://openalex.org/I4210090567" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Carson C. Chow", "raw_affiliation_strings": [ "Mathematical Biology Section, Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892" ], "affiliations": [ { "raw_affiliation_string": "Mathematical Biology Section, Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892", "institution_ids": [ "https://openalex.org/I1299303238", "https://openalex.org/I4210090567" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5052106872", "display_name": "Isabel Crooker", "orcid": "https://orcid.org/0000-0001-5894-7799" }, "institutions": [ { "id": "https://openalex.org/I1343871089", "display_name": "Los Alamos National Laboratory", "ror": "https://ror.org/01e41cf67", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1330989302", "https://openalex.org/I1343871089", "https://openalex.org/I198811213", "https://openalex.org/I4210120050" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Isabel Crooker", "raw_affiliation_strings": [ "Los Alamos National Laboratory, Los Alamos, NM 87545" ], "affiliations": [ { "raw_affiliation_string": "Los Alamos National Laboratory, Los Alamos, NM 87545", "institution_ids": [ "https://openalex.org/I1343871089" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5056332911", "display_name": "Sara Y. Del Valle", "orcid": "https://orcid.org/0000-0002-0159-1952" }, "institutions": [ { "id": "https://openalex.org/I1343871089", "display_name": "Los Alamos National Laboratory", "ror": "https://ror.org/01e41cf67", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1330989302", "https://openalex.org/I1343871089", "https://openalex.org/I198811213", "https://openalex.org/I4210120050" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Sara Y. Del Valle", "raw_affiliation_strings": [ "Los Alamos National Laboratory, Los Alamos, NM 87545" ], "affiliations": [ { "raw_affiliation_string": "Los Alamos National Laboratory, Los Alamos, NM 87545", "institution_ids": [ "https://openalex.org/I1343871089" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5086346235", "display_name": "Guido Espa\u00f1a", "orcid": "https://orcid.org/0000-0002-9915-8056" }, "institutions": [ { "id": "https://openalex.org/I107639228", "display_name": "University of Notre Dame", "ror": "https://ror.org/00mkhxb43", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I107639228" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Guido Espa\u00f1a", "raw_affiliation_strings": [ "Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556" ], "affiliations": [ { "raw_affiliation_string": "Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556", "institution_ids": [ "https://openalex.org/I107639228" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5040346890", "display_name": "Geoffrey Fairchild", "orcid": "https://orcid.org/0000-0001-5500-8120" }, "institutions": [ { "id": "https://openalex.org/I1343871089", "display_name": "Los Alamos National Laboratory", "ror": "https://ror.org/01e41cf67", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1330989302", "https://openalex.org/I1343871089", "https://openalex.org/I198811213", "https://openalex.org/I4210120050" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Geoffrey Fairchild", "raw_affiliation_strings": [ "Los Alamos National Laboratory, Los Alamos, NM 87545" ], "affiliations": [ { "raw_affiliation_string": "Los Alamos National Laboratory, Los Alamos, NM 87545", "institution_ids": [ "https://openalex.org/I1343871089" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5089952275", "display_name": "Richard C. Gerkin", "orcid": "https://orcid.org/0000-0002-2940-3378" }, "institutions": [ { "id": "https://openalex.org/I55732556", "display_name": "Arizona State University", "ror": "https://ror.org/03efmqc40", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I55732556" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Richard C. Gerkin", "raw_affiliation_strings": [ "School of Life Sciences, Arizona State University, Tempe, AZ 85287" ], "affiliations": [ { "raw_affiliation_string": "School of Life Sciences, Arizona State University, Tempe, AZ 85287", "institution_ids": [ "https://openalex.org/I55732556" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5003104055", "display_name": "Timothy C. Germann", "orcid": "https://orcid.org/0000-0002-6813-238X" }, "institutions": [ { "id": "https://openalex.org/I1343871089", "display_name": "Los Alamos National Laboratory", "ror": "https://ror.org/01e41cf67", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1330989302", "https://openalex.org/I1343871089", "https://openalex.org/I198811213", "https://openalex.org/I4210120050" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Timothy C. Germann", "raw_affiliation_strings": [ "Los Alamos National Laboratory, Los Alamos, NM 87545" ], "affiliations": [ { "raw_affiliation_string": "Los Alamos National Laboratory, Los Alamos, NM 87545", "institution_ids": [ "https://openalex.org/I1343871089" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5051448391", "display_name": "Quanquan Gu", "orcid": "https://orcid.org/0000-0001-9830-793X" }, "institutions": [ { "id": "https://openalex.org/I161318765", "display_name": "University of California, Los Angeles", "ror": "https://ror.org/046rm7j60", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I161318765" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Quanquan Gu", "raw_affiliation_strings": [ "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095" ], "affiliations": [ { "raw_affiliation_string": "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095", "institution_ids": [ "https://openalex.org/I161318765" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5007284803", "display_name": "Xiangyang Guan", "orcid": "https://orcid.org/0000-0002-4821-6551" }, "institutions": [ { "id": "https://openalex.org/I201448701", "display_name": "University of Washington", "ror": "https://ror.org/00cvxb145", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I201448701" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Xiangyang Guan", "raw_affiliation_strings": [ "Department of Civil and Environmental Engineering, University of Washington, Seattle, WA 98195" ], "affiliations": [ { "raw_affiliation_string": "Department of Civil and Environmental Engineering, University of Washington, Seattle, WA 98195", "institution_ids": [ "https://openalex.org/I201448701" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5061836918", "display_name": "Lihong Guo", "orcid": "https://orcid.org/0000-0003-4804-4005" }, "institutions": [ { "id": "https://openalex.org/I194450716", "display_name": "Jilin University", "ror": "https://ror.org/00js3aw79", "country_code": "CN", "type": "education", "lineage": [ "https://openalex.org/I194450716" ] } ], "countries": [ "CN" ], "is_corresponding": false, "raw_author_name": "Lihong Guo", "raw_affiliation_strings": [ "School of Mathematics, Jilin University, Changchun, Jilin 130012, People\u2019s Republic of China" ], "affiliations": [ { "raw_affiliation_string": "School of Mathematics, Jilin University, Changchun, Jilin 130012, People\u2019s Republic of China", "institution_ids": [ "https://openalex.org/I194450716" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5063042519", "display_name": "Gregory R. Hart", "orcid": "https://orcid.org/0000-0003-0576-7430" }, "institutions": [ { "id": "https://openalex.org/I1303444417", "display_name": "Bill & Melinda Gates Foundation", "ror": "https://ror.org/0456r8d26", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1303444417" ] }, { "id": "https://openalex.org/I4210161647", "display_name": "Institute for Disease Modeling", "ror": "https://ror.org/0532gcg76", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I4210161647" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Gregory R. Hart", "raw_affiliation_strings": [ "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109" ], "affiliations": [ { "raw_affiliation_string": "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109", "institution_ids": [ "https://openalex.org/I1303444417", "https://openalex.org/I4210161647" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5009850093", "display_name": "Thomas J. Hladish", "orcid": "https://orcid.org/0000-0003-1819-6235" }, "institutions": [ { "id": "https://openalex.org/I33213144", "display_name": "University of Florida", "ror": "https://ror.org/02y3ad647", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I33213144" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Thomas J. Hladish", "raw_affiliation_strings": [ "Department of Biology, University of Florida, Gainesville, FL 32611", "Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, University of Florida, Gainesville, FL 32611", "institution_ids": [ "https://openalex.org/I33213144" ] }, { "raw_affiliation_string": "Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610", "institution_ids": [] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5064650520", "display_name": "Nathaniel Hupert", "orcid": "https://orcid.org/0000-0002-7590-3680" }, "institutions": [ { "id": "https://openalex.org/I205783295", "display_name": "Cornell University", "ror": "https://ror.org/05bnh6r87", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I205783295" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Nathaniel Hupert", "raw_affiliation_strings": [ "Department of Population Health Sciences, Division of Epidemiology, Weill Cornell Medicine, Cornell University, New York, NY 10065" ], "affiliations": [ { "raw_affiliation_string": "Department of Population Health Sciences, Division of Epidemiology, Weill Cornell Medicine, Cornell University, New York, NY 10065", "institution_ids": [ "https://openalex.org/I205783295" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5022518932", "display_name": "Daniel Janies", "orcid": "https://orcid.org/0000-0002-7890-9906" }, "institutions": [ { "id": "https://openalex.org/I102149020", "display_name": "University of North Carolina at Charlotte", "ror": "https://ror.org/04dawnj30", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I102149020" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Daniel Janies", "raw_affiliation_strings": [ "Computational Intelligence to Predict Health and Environmental Risks, University of North Carolina at Charlotte, Charlotte, NC 28223" ], "affiliations": [ { "raw_affiliation_string": "Computational Intelligence to Predict Health and Environmental Risks, University of North Carolina at Charlotte, Charlotte, NC 28223", "institution_ids": [ "https://openalex.org/I102149020" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5036326609", "display_name": "Cliff C. Kerr", "orcid": "https://orcid.org/0000-0003-2517-2354" }, "institutions": [ { "id": "https://openalex.org/I1303444417", "display_name": "Bill & Melinda Gates Foundation", "ror": "https://ror.org/0456r8d26", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1303444417" ] }, { "id": "https://openalex.org/I4210161647", "display_name": "Institute for Disease Modeling", "ror": "https://ror.org/0532gcg76", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I4210161647" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Cliff C. Kerr", "raw_affiliation_strings": [ "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109" ], "affiliations": [ { "raw_affiliation_string": "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109", "institution_ids": [ "https://openalex.org/I1303444417", "https://openalex.org/I4210161647" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5030642208", "display_name": "Daniel J. Klein", "orcid": "https://orcid.org/0000-0003-0437-7916" }, "institutions": [ { "id": "https://openalex.org/I1303444417", "display_name": "Bill & Melinda Gates Foundation", "ror": "https://ror.org/0456r8d26", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1303444417" ] }, { "id": "https://openalex.org/I4210161647", "display_name": "Institute for Disease Modeling", "ror": "https://ror.org/0532gcg76", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I4210161647" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Daniel J. Klein", "raw_affiliation_strings": [ "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109" ], "affiliations": [ { "raw_affiliation_string": "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109", "institution_ids": [ "https://openalex.org/I1303444417", "https://openalex.org/I4210161647" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5011589199", "display_name": "Eili Klein", "orcid": "https://orcid.org/0000-0002-1304-5289" }, "institutions": [ { "id": "https://openalex.org/I145311948", "display_name": "Johns Hopkins University", "ror": "https://ror.org/00za53h95", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I145311948" ] }, { "id": "https://openalex.org/I4210133156", "display_name": "Education Trust", "ror": "https://ror.org/0337vmn97", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I4210133156" ] }, { "id": "https://openalex.org/I4210092338", "display_name": "Health Trust", "ror": "https://ror.org/00dq6jh04", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I4210092338" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Eili Y. Klein", "raw_affiliation_strings": [ "Department of Emergency Medicine, Johns Hopkins University, Baltimore, MD 21209", "One Health Trust, Washington, DC 20015" ], "affiliations": [ { "raw_affiliation_string": "Department of Emergency Medicine, Johns Hopkins University, Baltimore, MD 21209", "institution_ids": [ "https://openalex.org/I145311948" ] }, { "raw_affiliation_string": "One Health Trust, Washington, DC 20015", "institution_ids": [ "https://openalex.org/I4210133156", "https://openalex.org/I4210092338" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5085047691", "display_name": "Gary Lin", "orcid": "https://orcid.org/0000-0002-2269-1135" }, "institutions": [ { "id": "https://openalex.org/I145311948", "display_name": "Johns Hopkins University", "ror": "https://ror.org/00za53h95", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I145311948" ] }, { "id": "https://openalex.org/I4210133156", "display_name": "Education Trust", "ror": "https://ror.org/0337vmn97", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I4210133156" ] }, { "id": "https://openalex.org/I4210092338", "display_name": "Health Trust", "ror": "https://ror.org/00dq6jh04", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I4210092338" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Gary Lin", "raw_affiliation_strings": [ "Department of Emergency Medicine, Johns Hopkins University, Baltimore, MD 21209", "One Health Trust, Washington, DC 20015" ], "affiliations": [ { "raw_affiliation_string": "Department of Emergency Medicine, Johns Hopkins University, Baltimore, MD 21209", "institution_ids": [ "https://openalex.org/I145311948" ] }, { "raw_affiliation_string": "One Health Trust, Washington, DC 20015", "institution_ids": [ "https://openalex.org/I4210133156", "https://openalex.org/I4210092338" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5070280727", "display_name": "Carrie A. Manore", "orcid": "https://orcid.org/0000-0003-2534-9316" }, "institutions": [ { "id": "https://openalex.org/I1343871089", "display_name": "Los Alamos National Laboratory", "ror": "https://ror.org/01e41cf67", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1330989302", "https://openalex.org/I1343871089", "https://openalex.org/I198811213", "https://openalex.org/I4210120050" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Carrie Manore", "raw_affiliation_strings": [ "Los Alamos National Laboratory, Los Alamos, NM 87545" ], "affiliations": [ { "raw_affiliation_string": "Los Alamos National Laboratory, Los Alamos, NM 87545", "institution_ids": [ "https://openalex.org/I1343871089" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5088820305", "display_name": "Lauren Ancel Meyers", "orcid": "https://orcid.org/0000-0002-5828-8874" }, "institutions": [ { "id": "https://openalex.org/I86519309", "display_name": "The University of Texas at Austin", "ror": "https://ror.org/00hj54h04", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I86519309" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Lauren Ancel Meyers", "raw_affiliation_strings": [ "Department of Integrative Biology, The University of Texas at Austin, Austin, TX 78712" ], "affiliations": [ { "raw_affiliation_string": "Department of Integrative Biology, The University of Texas at Austin, Austin, TX 78712", "institution_ids": [ "https://openalex.org/I86519309" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5018660762", "display_name": "John E. Mittler", "orcid": "https://orcid.org/0000-0002-2638-2700" }, "institutions": [ { "id": "https://openalex.org/I201448701", "display_name": "University of Washington", "ror": "https://ror.org/00cvxb145", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I201448701" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "John E. Mittler", "raw_affiliation_strings": [ "Department of Microbiology, School of Medicine, University of Washington, Seattle, WA 98195" ], "affiliations": [ { "raw_affiliation_string": "Department of Microbiology, School of Medicine, University of Washington, Seattle, WA 98195", "institution_ids": [ "https://openalex.org/I201448701" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5074470720", "display_name": "Kunpeng Mu", "orcid": "https://orcid.org/0000-0002-8150-5363" }, "institutions": [ { "id": "https://openalex.org/I12912129", "display_name": "Northeastern University", "ror": "https://ror.org/04t5xt781", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I12912129" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Kunpeng Mu", "raw_affiliation_strings": [ "Laboratory for the Modeling of Biological and Socio-technical Systems, Network Science Institute, Northeastern University, Boston, MA 02115" ], "affiliations": [ { "raw_affiliation_string": "Laboratory for the Modeling of Biological and Socio-technical Systems, Network Science Institute, Northeastern University, Boston, MA 02115", "institution_ids": [ "https://openalex.org/I12912129" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5044387851", "display_name": "Rafael C. N\u00fa\u00f1ez", "orcid": null }, "institutions": [ { "id": "https://openalex.org/I1303444417", "display_name": "Bill & Melinda Gates Foundation", "ror": "https://ror.org/0456r8d26", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1303444417" ] }, { "id": "https://openalex.org/I4210161647", "display_name": "Institute for Disease Modeling", "ror": "https://ror.org/0532gcg76", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I4210161647" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Rafael C. N\u00fa\u00f1ez", "raw_affiliation_strings": [ "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109" ], "affiliations": [ { "raw_affiliation_string": "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109", "institution_ids": [ "https://openalex.org/I1303444417", "https://openalex.org/I4210161647" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5002683809", "display_name": "Rachel J. Oidtman", "orcid": "https://orcid.org/0000-0003-1773-9533" }, "institutions": [ { "id": "https://openalex.org/I107639228", "display_name": "University of Notre Dame", "ror": "https://ror.org/00mkhxb43", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I107639228" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Rachel J. Oidtman", "raw_affiliation_strings": [ "Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556" ], "affiliations": [ { "raw_affiliation_string": "Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556", "institution_ids": [ "https://openalex.org/I107639228" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5060720742", "display_name": "Remy Pasco", "orcid": "https://orcid.org/0000-0002-9321-6876" }, "institutions": [ { "id": "https://openalex.org/I86519309", "display_name": "The University of Texas at Austin", "ror": "https://ror.org/00hj54h04", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I86519309" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Remy Pasco", "raw_affiliation_strings": [ "Operations Research and Industrial Engineering, The University of Texas at Austin, Austin, TX 78712" ], "affiliations": [ { "raw_affiliation_string": "Operations Research and Industrial Engineering, The University of Texas at Austin, Austin, TX 78712", "institution_ids": [ "https://openalex.org/I86519309" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5020306286", "display_name": "Ana Pastore y Piontti", "orcid": "https://orcid.org/0000-0002-2894-0489" }, "institutions": [ { "id": "https://openalex.org/I12912129", "display_name": "Northeastern University", "ror": "https://ror.org/04t5xt781", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I12912129" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Ana Pastore y Piontti", "raw_affiliation_strings": [ "Laboratory for the Modeling of Biological and Socio-technical Systems, Network Science Institute, Northeastern University, Boston, MA 02115" ], "affiliations": [ { "raw_affiliation_string": "Laboratory for the Modeling of Biological and Socio-technical Systems, Network Science Institute, Northeastern University, Boston, MA 02115", "institution_ids": [ "https://openalex.org/I12912129" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5022836657", "display_name": "Rajib Paul", "orcid": "https://orcid.org/0000-0002-5120-7525" }, "institutions": [ { "id": "https://openalex.org/I102149020", "display_name": "University of North Carolina at Charlotte", "ror": "https://ror.org/04dawnj30", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I102149020" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Rajib Paul", "raw_affiliation_strings": [ "Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223" ], "affiliations": [ { "raw_affiliation_string": "Department of Public Health Sciences, University of North Carolina at Charlotte, Charlotte, NC 28223", "institution_ids": [ "https://openalex.org/I102149020" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5024132855", "display_name": "Carl A. B. Pearson", "orcid": "https://orcid.org/0000-0003-0701-7860" }, "institutions": [ { "id": "https://openalex.org/I4210089966", "display_name": "London School of Hygiene & Tropical Medicine", "ror": "https://ror.org/00a0jsq62", "country_code": "GB", "type": "education", "lineage": [ "https://openalex.org/I124357947", "https://openalex.org/I4210089966" ] }, { "id": "https://openalex.org/I866804994", "display_name": "National Research Foundation", "ror": "https://ror.org/05s0g1g46", "country_code": "ZA", "type": "nonprofit", "lineage": [ "https://openalex.org/I866804994" ] }, { "id": "https://openalex.org/I26092322", "display_name": "Stellenbosch University", "ror": "https://ror.org/05bk57929", "country_code": "ZA", "type": "education", "lineage": [ "https://openalex.org/I26092322" ] } ], "countries": [ "GB", "ZA" ], "is_corresponding": false, "raw_author_name": "Carl A. B. Pearson", "raw_affiliation_strings": [ "Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London WC1E 7HT, United Kingdom", "Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London WC1E 7HT, United Kingdom", "South African Department of Science and Innovation - National Research Foundation Centre of Excellence in Epidemiological Modelling and Analysis, Stellenbosch University, Stellenbosch, 7600 South Africa" ], "affiliations": [ { "raw_affiliation_string": "Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London WC1E 7HT, United Kingdom", "institution_ids": [ "https://openalex.org/I4210089966" ] }, { "raw_affiliation_string": "Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London WC1E 7HT, United Kingdom", "institution_ids": [] }, { "raw_affiliation_string": "South African Department of Science and Innovation - National Research Foundation Centre of Excellence in Epidemiological Modelling and Analysis, Stellenbosch University, Stellenbosch, 7600 South Africa", "institution_ids": [ "https://openalex.org/I866804994", "https://openalex.org/I26092322" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5053997930", "display_name": "Dianela Perdomo", "orcid": "https://orcid.org/0000-0001-5502-5238" }, "institutions": [ { "id": "https://openalex.org/I33213144", "display_name": "University of Florida", "ror": "https://ror.org/02y3ad647", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I33213144" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Dianela R. Perdomo", "raw_affiliation_strings": [ "Department of Biology, University of Florida, Gainesville, FL 32611" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, University of Florida, Gainesville, FL 32611", "institution_ids": [ "https://openalex.org/I33213144" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5071374164", "display_name": "T. Alex Perkins", "orcid": "https://orcid.org/0000-0002-7518-4014" }, "institutions": [ { "id": "https://openalex.org/I107639228", "display_name": "University of Notre Dame", "ror": "https://ror.org/00mkhxb43", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I107639228" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "T. Alex Perkins", "raw_affiliation_strings": [ "Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556" ], "affiliations": [ { "raw_affiliation_string": "Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556", "institution_ids": [ "https://openalex.org/I107639228" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5024276663", "display_name": "Kelly Pierce", "orcid": "https://orcid.org/0000-0002-6513-8305" }, "institutions": [ { "id": "https://openalex.org/I86519309", "display_name": "The University of Texas at Austin", "ror": "https://ror.org/00hj54h04", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I86519309" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Kelly Pierce", "raw_affiliation_strings": [ "Texas Advanced Computing Center, The University of Texas at Austin, Austin, TX 78712" ], "affiliations": [ { "raw_affiliation_string": "Texas Advanced Computing Center, The University of Texas at Austin, Austin, TX 78712", "institution_ids": [ "https://openalex.org/I86519309" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5065322849", "display_name": "Alexander N. Pillai", "orcid": "https://orcid.org/0000-0002-3342-9685" }, "institutions": [ { "id": "https://openalex.org/I33213144", "display_name": "University of Florida", "ror": "https://ror.org/02y3ad647", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I33213144" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Alexander N. Pillai", "raw_affiliation_strings": [ "Department of Biology, University of Florida, Gainesville, FL 32611" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, University of Florida, Gainesville, FL 32611", "institution_ids": [ "https://openalex.org/I33213144" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5038692027", "display_name": "Rosalyn Rael", "orcid": "https://orcid.org/0000-0003-0172-4716" }, "institutions": [ { "id": "https://openalex.org/I1343871089", "display_name": "Los Alamos National Laboratory", "ror": "https://ror.org/01e41cf67", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1330989302", "https://openalex.org/I1343871089", "https://openalex.org/I198811213", "https://openalex.org/I4210120050" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Rosalyn Cherie Rael", "raw_affiliation_strings": [ "Los Alamos National Laboratory, Los Alamos, NM 87545" ], "affiliations": [ { "raw_affiliation_string": "Los Alamos National Laboratory, Los Alamos, NM 87545", "institution_ids": [ "https://openalex.org/I1343871089" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5028482299", "display_name": "Katherine Rosenfeld", "orcid": "https://orcid.org/0000-0001-8902-9990" }, "institutions": [ { "id": "https://openalex.org/I1303444417", "display_name": "Bill & Melinda Gates Foundation", "ror": "https://ror.org/0456r8d26", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1303444417" ] }, { "id": "https://openalex.org/I4210161647", "display_name": "Institute for Disease Modeling", "ror": "https://ror.org/0532gcg76", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I4210161647" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Katherine Rosenfeld", "raw_affiliation_strings": [ "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109" ], "affiliations": [ { "raw_affiliation_string": "Institute for Disease Modeling, Global Health Division, Bill & Melinda Gates Foundation, Seattle, WA 98109", "institution_ids": [ "https://openalex.org/I1303444417", "https://openalex.org/I4210161647" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5026155901", "display_name": "Chrysm Watson Ross", "orcid": "https://orcid.org/0000-0002-5989-3830" }, "institutions": [ { "id": "https://openalex.org/I1343871089", "display_name": "Los Alamos National Laboratory", "ror": "https://ror.org/01e41cf67", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1330989302", "https://openalex.org/I1343871089", "https://openalex.org/I198811213", "https://openalex.org/I4210120050" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Chrysm Watson Ross", "raw_affiliation_strings": [ "Los Alamos National Laboratory, Los Alamos, NM 87545" ], "affiliations": [ { "raw_affiliation_string": "Los Alamos National Laboratory, Los Alamos, NM 87545", "institution_ids": [ "https://openalex.org/I1343871089" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5008945985", "display_name": "Julie A. Spencer", "orcid": "https://orcid.org/0000-0001-8756-6987" }, "institutions": [ { "id": "https://openalex.org/I1343871089", "display_name": "Los Alamos National Laboratory", "ror": "https://ror.org/01e41cf67", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1330989302", "https://openalex.org/I1343871089", "https://openalex.org/I198811213", "https://openalex.org/I4210120050" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Julie A. Spencer", "raw_affiliation_strings": [ "Los Alamos National Laboratory, Los Alamos, NM 87545" ], "affiliations": [ { "raw_affiliation_string": "Los Alamos National Laboratory, Los Alamos, NM 87545", "institution_ids": [ "https://openalex.org/I1343871089" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5012113866", "display_name": "Arlin Stoltzfus", "orcid": "https://orcid.org/0000-0002-0963-1357" }, "institutions": [ { "id": "https://openalex.org/I1321296531", "display_name": "National Institute of Standards and Technology", "ror": "https://ror.org/05xpvk416", "country_code": "US", "type": "government", "lineage": [ "https://openalex.org/I1321296531", "https://openalex.org/I1343035065" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Arlin B. Stoltzfus", "raw_affiliation_strings": [ "National Institute of Standards and Technology, Gaithersburg, MD 20899" ], "affiliations": [ { "raw_affiliation_string": "National Institute of Standards and Technology, Gaithersburg, MD 20899", "institution_ids": [ "https://openalex.org/I1321296531" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5069793587", "display_name": "Kok Ben Toh", "orcid": "https://orcid.org/0000-0003-1371-817X" }, "institutions": [ { "id": "https://openalex.org/I33213144", "display_name": "University of Florida", "ror": "https://ror.org/02y3ad647", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I33213144" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Kok Ben Toh", "raw_affiliation_strings": [ "School of Natural Resources and Environment, University of Florida, Gainesville, FL 32611" ], "affiliations": [ { "raw_affiliation_string": "School of Natural Resources and Environment, University of Florida, Gainesville, FL 32611", "institution_ids": [ "https://openalex.org/I33213144" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5090617972", "display_name": "Shashaank Vattikuti", "orcid": "https://orcid.org/0000-0002-2109-3512" }, "institutions": [ { "id": "https://openalex.org/I4210090567", "display_name": "National Institute of Diabetes and Digestive and Kidney Diseases", "ror": "https://ror.org/00adh9b73", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1299022934", "https://openalex.org/I1299303238", "https://openalex.org/I4210090567" ] }, { "id": "https://openalex.org/I1299303238", "display_name": "National Institutes of Health", "ror": "https://ror.org/01cwqze88", "country_code": "US", "type": "government", "lineage": [ "https://openalex.org/I1299022934", "https://openalex.org/I1299303238" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Shashaank Vattikuti", "raw_affiliation_strings": [ "Mathematical Biology Section, Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892" ], "affiliations": [ { "raw_affiliation_string": "Mathematical Biology Section, Laboratory of Biological Modeling, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD 20892", "institution_ids": [ "https://openalex.org/I4210090567", "https://openalex.org/I1299303238" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5046546654", "display_name": "Alessandro Vespignani", "orcid": "https://orcid.org/0000-0003-3419-4205" }, "institutions": [ { "id": "https://openalex.org/I12912129", "display_name": "Northeastern University", "ror": "https://ror.org/04t5xt781", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I12912129" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Alessandro Vespignani", "raw_affiliation_strings": [ "Laboratory for the Modeling of Biological and Socio-technical Systems, Network Science Institute, Northeastern University, Boston, MA 02115" ], "affiliations": [ { "raw_affiliation_string": "Laboratory for the Modeling of Biological and Socio-technical Systems, Network Science Institute, Northeastern University, Boston, MA 02115", "institution_ids": [ "https://openalex.org/I12912129" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5100779977", "display_name": "Lingxiao Wang", "orcid": "https://orcid.org/0000-0003-3757-3403" }, "institutions": [ { "id": "https://openalex.org/I161318765", "display_name": "University of California, Los Angeles", "ror": "https://ror.org/046rm7j60", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I161318765" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Lingxiao Wang", "raw_affiliation_strings": [ "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095" ], "affiliations": [ { "raw_affiliation_string": "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095", "institution_ids": [ "https://openalex.org/I161318765" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5005021967", "display_name": "Lisa J. White", "orcid": "https://orcid.org/0000-0002-6523-185X" }, "institutions": [ { "id": "https://openalex.org/I40120149", "display_name": "University of Oxford", "ror": "https://ror.org/052gg0110", "country_code": "GB", "type": "education", "lineage": [ "https://openalex.org/I40120149" ] } ], "countries": [ "GB" ], "is_corresponding": false, "raw_author_name": "Lisa J. White", "raw_affiliation_strings": [ "Nuffield Department of Medicine, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford OX3 7LF, United Kingdom" ], "affiliations": [ { "raw_affiliation_string": "Nuffield Department of Medicine, Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, University of Oxford, Oxford OX3 7LF, United Kingdom", "institution_ids": [ "https://openalex.org/I40120149" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5100396257", "display_name": "Pan Xu", "orcid": "https://orcid.org/0000-0002-2559-8622" }, "institutions": [ { "id": "https://openalex.org/I161318765", "display_name": "University of California, Los Angeles", "ror": "https://ror.org/046rm7j60", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I161318765" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Pan Xu", "raw_affiliation_strings": [ "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095" ], "affiliations": [ { "raw_affiliation_string": "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095", "institution_ids": [ "https://openalex.org/I161318765" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5102354504", "display_name": "Yupeng Yang", "orcid": null }, "institutions": [ { "id": "https://openalex.org/I4210133156", "display_name": "Education Trust", "ror": "https://ror.org/0337vmn97", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I4210133156" ] }, { "id": "https://openalex.org/I4210092338", "display_name": "Health Trust", "ror": "https://ror.org/00dq6jh04", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I4210092338" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Yupeng Yang", "raw_affiliation_strings": [ "One Health Trust, Washington, DC 20015" ], "affiliations": [ { "raw_affiliation_string": "One Health Trust, Washington, DC 20015", "institution_ids": [ "https://openalex.org/I4210133156", "https://openalex.org/I4210092338" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5054961716", "display_name": "Osman N. Yo\u011furt\u00e7u", "orcid": "https://orcid.org/0000-0003-4987-3753" }, "institutions": [ { "id": "https://openalex.org/I1318287680", "display_name": "Center for Biologics Evaluation and Research", "ror": "https://ror.org/02nr3fr97", "country_code": "US", "type": "facility", "lineage": [ "https://openalex.org/I1299022934", "https://openalex.org/I1318287680", "https://openalex.org/I1320320070" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Osman N. Yogurtcu", "raw_affiliation_strings": [ "Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, MD 20993" ], "affiliations": [ { "raw_affiliation_string": "Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, Food and Drug Administration, Silver Spring, MD 20993", "institution_ids": [ "https://openalex.org/I1318287680" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5101735892", "display_name": "Weitong Zhang", "orcid": "https://orcid.org/0000-0003-4731-9986" }, "institutions": [ { "id": "https://openalex.org/I161318765", "display_name": "University of California, Los Angeles", "ror": "https://ror.org/046rm7j60", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I161318765" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Weitong Zhang", "raw_affiliation_strings": [ "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095" ], "affiliations": [ { "raw_affiliation_string": "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095", "institution_ids": [ "https://openalex.org/I161318765" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5103782103", "display_name": "Yanting Zhao", "orcid": null }, "institutions": [ { "id": "https://openalex.org/I2800372957", "display_name": "China Electronics Technology Group Corporation", "ror": "https://ror.org/0098hst83", "country_code": "CN", "type": "company", "lineage": [ "https://openalex.org/I2800372957" ] } ], "countries": [ "CN" ], "is_corresponding": false, "raw_author_name": "Yanting Zhao", "raw_affiliation_strings": [ "The 28th Research Institute of China Technology Group Corporation, Nanjing, Jiangsu 210023, People\u2019s Republic of China" ], "affiliations": [ { "raw_affiliation_string": "The 28th Research Institute of China Technology Group Corporation, Nanjing, Jiangsu 210023, People\u2019s Republic of China", "institution_ids": [ "https://openalex.org/I2800372957" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5085848346", "display_name": "Difan Zou", "orcid": "https://orcid.org/0000-0002-6544-2593" }, "institutions": [ { "id": "https://openalex.org/I161318765", "display_name": "University of California, Los Angeles", "ror": "https://ror.org/046rm7j60", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I161318765" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Difan Zou", "raw_affiliation_strings": [ "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095" ], "affiliations": [ { "raw_affiliation_string": "Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095", "institution_ids": [ "https://openalex.org/I161318765" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5073882288", "display_name": "Matthew J. Ferrari", "orcid": "https://orcid.org/0000-0001-5251-8168" }, "institutions": [ { "id": "https://openalex.org/I130769515", "display_name": "Pennsylvania State University", "ror": "https://ror.org/04p491231", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I130769515" ] }, { "id": "https://openalex.org/I1338678786", "display_name": "Center for Disease Dynamics, Economics & Policy", "ror": "https://ror.org/01skhd946", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1338678786" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Matthew J. Ferrari", "raw_affiliation_strings": [ "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "Department of Biology, The Pennsylvania State University, University Park, PA 16802" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I130769515" ] }, { "raw_affiliation_string": "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I1338678786" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5067078906", "display_name": "David J. Pannell", "orcid": "https://orcid.org/0000-0001-5420-9908" }, "institutions": [ { "id": "https://openalex.org/I177877127", "display_name": "University of Western Australia", "ror": "https://ror.org/047272k79", "country_code": "AU", "type": "education", "lineage": [ "https://openalex.org/I177877127" ] } ], "countries": [ "AU" ], "is_corresponding": false, "raw_author_name": "David Pannell", "raw_affiliation_strings": [ "School of Agriculture and Environment, University of Western Australia, Perth, WA 6009, Australia" ], "affiliations": [ { "raw_affiliation_string": "School of Agriculture and Environment, University of Western Australia, Perth, WA 6009, Australia", "institution_ids": [ "https://openalex.org/I177877127" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5068152561", "display_name": "Michael J. Tildesley", "orcid": "https://orcid.org/0000-0002-6875-7232" }, "institutions": [ { "id": "https://openalex.org/I39555362", "display_name": "University of Warwick", "ror": "https://ror.org/01a77tt86", "country_code": "GB", "type": "education", "lineage": [ "https://openalex.org/I39555362" ] } ], "countries": [ "GB" ], "is_corresponding": false, "raw_author_name": "Michael J. Tildesley", "raw_affiliation_strings": [ "Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research, School of Life Sciences and Mathematics Institute, University of Warwick, Coventry, CV4 7AL, United Kingdom" ], "affiliations": [ { "raw_affiliation_string": "Zeeman Institute for Systems Biology and Infectious Disease Epidemiology Research, School of Life Sciences and Mathematics Institute, University of Warwick, Coventry, CV4 7AL, United Kingdom", "institution_ids": [ "https://openalex.org/I39555362" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5051041365", "display_name": "Jack Seifarth", "orcid": "https://orcid.org/0000-0002-7261-7689" }, "institutions": [ { "id": "https://openalex.org/I130769515", "display_name": "Pennsylvania State University", "ror": "https://ror.org/04p491231", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I130769515" ] }, { "id": "https://openalex.org/I1338678786", "display_name": "Center for Disease Dynamics, Economics & Policy", "ror": "https://ror.org/01skhd946", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1338678786" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Jack Seifarth", "raw_affiliation_strings": [ "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "Department of Biology, The Pennsylvania State University, University Park, PA 16802" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I130769515" ] }, { "raw_affiliation_string": "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I1338678786" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5002680068", "display_name": "Elyse Johnson", "orcid": null }, "institutions": [ { "id": "https://openalex.org/I130769515", "display_name": "Pennsylvania State University", "ror": "https://ror.org/04p491231", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I130769515" ] }, { "id": "https://openalex.org/I1338678786", "display_name": "Center for Disease Dynamics, Economics & Policy", "ror": "https://ror.org/01skhd946", "country_code": "US", "type": "nonprofit", "lineage": [ "https://openalex.org/I1338678786" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Elyse Johnson", "raw_affiliation_strings": [ "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "Department of Biology, The Pennsylvania State University, University Park, PA 16802" ], "affiliations": [ { "raw_affiliation_string": "Department of Biology, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I130769515" ] }, { "raw_affiliation_string": "Center for Infectious Disease Dynamics, The Pennsylvania State University, University Park, PA 16802", "institution_ids": [ "https://openalex.org/I1338678786" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5061518977", "display_name": "Matthew Biggerstaff", "orcid": "https://orcid.org/0000-0001-5108-8311" }, "institutions": [ { "id": "https://openalex.org/I1289490764", "display_name": "Centers for Disease Control and Prevention", "ror": "https://ror.org/042twtr12", "country_code": "US", "type": "government", "lineage": [ "https://openalex.org/I1289490764", "https://openalex.org/I1299022934" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Matthew Biggerstaff", "raw_affiliation_strings": [ "Centers for Disease Control and Prevention COVID-19 Response, Atlanta, GA 30329" ], "affiliations": [ { "raw_affiliation_string": "Centers for Disease Control and Prevention COVID-19 Response, Atlanta, GA 30329", "institution_ids": [ "https://openalex.org/I1289490764" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5073651652", "display_name": "Michael A. Johansson", "orcid": "https://orcid.org/0000-0002-5090-7722" }, "institutions": [ { "id": "https://openalex.org/I1289490764", "display_name": "Centers for Disease Control and Prevention", "ror": "https://ror.org/042twtr12", "country_code": "US", "type": "government", "lineage": [ "https://openalex.org/I1289490764", "https://openalex.org/I1299022934" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Michael A. Johansson", "raw_affiliation_strings": [ "Centers for Disease Control and Prevention COVID-19 Response, Atlanta, GA 30329" ], "affiliations": [ { "raw_affiliation_string": "Centers for Disease Control and Prevention COVID-19 Response, Atlanta, GA 30329", "institution_ids": [ "https://openalex.org/I1289490764" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5035817952", "display_name": "Rachel B. Slayton", "orcid": "https://orcid.org/0000-0003-4699-8040" }, "institutions": [ { "id": "https://openalex.org/I1289490764", "display_name": "Centers for Disease Control and Prevention", "ror": "https://ror.org/042twtr12", "country_code": "US", "type": "government", "lineage": [ "https://openalex.org/I1289490764", "https://openalex.org/I1299022934" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Rachel B. Slayton", "raw_affiliation_strings": [ "Centers for Disease Control and Prevention COVID-19 Response, Atlanta, GA 30329" ], "affiliations": [ { "raw_affiliation_string": "Centers for Disease Control and Prevention COVID-19 Response, Atlanta, GA 30329", "institution_ids": [ "https://openalex.org/I1289490764" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5017781669", "display_name": "John Levander", "orcid": "https://orcid.org/0000-0002-4475-896X" }, "institutions": [ { "id": "https://openalex.org/I170201317", "display_name": "University of Pittsburgh", "ror": "https://ror.org/01an3r305", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I170201317" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "John D. Levander", "raw_affiliation_strings": [ "Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, PA 15260" ], "affiliations": [ { "raw_affiliation_string": "Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, PA 15260", "institution_ids": [ "https://openalex.org/I170201317" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5009043951", "display_name": "Jeff Stazer", "orcid": null }, "institutions": [ { "id": "https://openalex.org/I170201317", "display_name": "University of Pittsburgh", "ror": "https://ror.org/01an3r305", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I170201317" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Jeff Stazer", "raw_affiliation_strings": [ "Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, PA 15260" ], "affiliations": [ { "raw_affiliation_string": "Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, PA 15260", "institution_ids": [ "https://openalex.org/I170201317" ] } ] }, { "author_position": "middle", "author": { "id": "https://openalex.org/A5090288134", "display_name": "Jessica Kerr", "orcid": null }, "institutions": [ { "id": "https://openalex.org/I170201317", "display_name": "University of Pittsburgh", "ror": "https://ror.org/01an3r305", "country_code": "US", "type": "education", "lineage": [ "https://openalex.org/I170201317" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Jessica Kerr", "raw_affiliation_strings": [ "Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, PA 15260" ], "affiliations": [ { "raw_affiliation_string": "Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, PA 15260", "institution_ids": [ "https://openalex.org/I170201317" ] } ] }, { "author_position": "last", "author": { "id": "https://openalex.org/A5074892841", "display_name": "Michael C. Runge", "orcid": "https://orcid.org/0000-0002-8081-536X" }, "institutions": [ { "id": "https://openalex.org/I1286329397", "display_name": "United States Geological Survey", "ror": "https://ror.org/035a68863", "country_code": "US", "type": "government", "lineage": [ "https://openalex.org/I1286329397", "https://openalex.org/I1335927249" ] } ], "countries": [ "US" ], "is_corresponding": false, "raw_author_name": "Michael C. Runge", "raw_affiliation_strings": [ "U.S. Geological Survey, Eastern Ecological Science Center, Laurel, MD 20708" ], "affiliations": [ { "raw_affiliation_string": "U.S. Geological Survey, Eastern Ecological Science Center, Laurel, MD 20708", "institution_ids": [ "https://openalex.org/I1286329397" ] } ] } ], "best_oa_location": { "is_oa": true, "landing_page_url": "https://doi.org/10.1073/pnas.2207537120", "pdf_url": null, "source": { "id": "https://openalex.org/S125754415", "display_name": "Proceedings of the National Academy of Sciences", "issn_l": "0027-8424", "issn": [ "0027-8424", "1091-6490" ], "is_oa": false, "is_in_doaj": false, "is_core": true, "host_organization": "https://openalex.org/P4310320052", "host_organization_name": "National Academy of Sciences", "host_organization_lineage": [ "https://openalex.org/P4310320052" ], "host_organization_lineage_names": [ "National Academy of Sciences" ], "type": "journal" }, "license": "cc-by", "license_id": "https://openalex.org/licenses/cc-by", "version": "publishedVersion", "is_accepted": true, "is_published": true }, "biblio": { "volume": "120", "issue": "18", "first_page": null, "last_page": null }, "cited_by_api_url": "https://api.openalex.org/works?filter=cites:W4366981273", "cited_by_count": 14, "cited_by_percentile_year": { "min": 98, "max": 99 }, "concepts": [ { "id": "https://openalex.org/c27415008", "wikidata": "https://www.wikidata.org/wiki/Q7256382", "display_name": "Psychological intervention", "level": 2, "score": 0.65583324, "qid": null }, { "id": "https://openalex.org/c189430467", "wikidata": "https://www.wikidata.org/wiki/Q7293293", "display_name": "Ranking (information retrieval)", "level": 2, "score": 0.6525595, "qid": null }, { "id": "https://openalex.org/c9114305", "wikidata": "https://www.wikidata.org/wiki/Q1428317", "display_name": "Situational ethics", "level": 2, "score": 0.5657995, "qid": null }, { "id": "https://openalex.org/c59594135", "wikidata": "https://www.wikidata.org/wiki/Q5249242", "display_name": "Decision model", "level": 2, "score": 0.49483007, "qid": null }, { "id": "https://openalex.org/c2908647359", "wikidata": "https://www.wikidata.org/wiki/Q2625603", "display_name": "Population", "level": 2, "score": 0.4721192, "qid": null }, { "id": "https://openalex.org/c138816342", "wikidata": "https://www.wikidata.org/wiki/Q189603", "display_name": "Public health", "level": 2, "score": 0.466369, "qid": "Q166135" }, { "id": "https://openalex.org/c186116695", "wikidata": "https://www.wikidata.org/wiki/Q5249226", "display_name": "Decision analysis", "level": 2, "score": 0.456587, "qid": null }, { "id": "https://openalex.org/c112758219", "wikidata": "https://www.wikidata.org/wiki/Q16038819", "display_name": "Duration (music)", "level": 2, "score": 0.446741, "qid": null }, { "id": "https://openalex.org/c42475967", "wikidata": "https://www.wikidata.org/wiki/Q194292", "display_name": "Operations research", "level": 1, "score": 0.42912307, "qid": "Q226287" }, { "id": "https://openalex.org/c4679612", "wikidata": "https://www.wikidata.org/wiki/Q866298", "display_name": "Aggregate (composite)", "level": 2, "score": 0.42124048, "qid": null }, { "id": "https://openalex.org/c162118730", "wikidata": "https://www.wikidata.org/wiki/Q1128453", "display_name": "Actuarial science", "level": 1, "score": 0.4100723, "qid": null }, { "id": "https://openalex.org/c41008148", "wikidata": "https://www.wikidata.org/wiki/Q21198", "display_name": "Computer science", "level": 0, "score": 0.35785568, "qid": "Q158969" }, { "id": "https://openalex.org/c539667460", "wikidata": "https://www.wikidata.org/wiki/Q2414942", "display_name": "Management science", "level": 1, "score": 0.35037103, "qid": "Q166152" }, { "id": "https://openalex.org/c112930515", "wikidata": "https://www.wikidata.org/wiki/Q4389547", "display_name": "Risk analysis (engineering)", "level": 1, "score": 0.34458452, "qid": null }, { "id": "https://openalex.org/c144133560", "wikidata": "https://www.wikidata.org/wiki/Q4830453", "display_name": "Business", "level": 0, "score": 0.32503414, "qid": "Q25365" }, { "id": "https://openalex.org/c71924100", "wikidata": "https://www.wikidata.org/wiki/Q11190", "display_name": "Medicine", "level": 0, "score": 0.2847805, "qid": "Q166104" }, { "id": "https://openalex.org/c15744967", "wikidata": "https://www.wikidata.org/wiki/Q9418", "display_name": "Psychology", "level": 0, "score": 0.23286828, "qid": "Q166105" }, { "id": "https://openalex.org/c127413603", "wikidata": "https://www.wikidata.org/wiki/Q11023", "display_name": "Engineering", "level": 0, "score": 0.21663868, "qid": "Q158977" }, { "id": "https://openalex.org/c162324750", "wikidata": "https://www.wikidata.org/wiki/Q8134", "display_name": "Economics", "level": 0, "score": 0.20385405, "qid": "Q166161" }, { "id": "https://openalex.org/c99454951", "wikidata": "https://www.wikidata.org/wiki/Q932068", "display_name": "Environmental health", "level": 1, "score": 0.18864137, "qid": "Q226236" }, { "id": "https://openalex.org/c159110408", "wikidata": "https://www.wikidata.org/wiki/Q121176", "display_name": "Nursing", "level": 1, "score": 0.10037723, "qid": "Q166111" }, { "id": "https://openalex.org/c77805123", "wikidata": "https://www.wikidata.org/wiki/Q161272", "display_name": "Social psychology", "level": 1, "score": 0.0, "qid": "Q166136" }, { "id": "https://openalex.org/c142362112", "wikidata": "https://www.wikidata.org/wiki/Q735", "display_name": "Art", "level": 0, "score": 0.0, "qid": "Q226184" }, { "id": "https://openalex.org/c192562407", "wikidata": "https://www.wikidata.org/wiki/Q228736", "display_name": "Materials science", "level": 0, "score": 0.0, "qid": "Q166092" }, { "id": "https://openalex.org/c144237770", "wikidata": "https://www.wikidata.org/wiki/Q747534", "display_name": "Mathematical economics", "level": 1, "score": 0.0, "qid": "Q226263" }, { "id": "https://openalex.org/c124952713", "wikidata": "https://www.wikidata.org/wiki/Q8242", "display_name": "Literature", "level": 1, "score": 0.0, "qid": "Q166194" }, { "id": "https://openalex.org/c119857082", "wikidata": "https://www.wikidata.org/wiki/Q2539", "display_name": "Machine learning", "level": 1, "score": 0.0, "qid": "Q169132" }, { "id": "https://openalex.org/c159985019", "wikidata": "https://www.wikidata.org/wiki/Q181790", "display_name": "Composite material", "level": 1, "score": 0.0, "qid": "Q226209" } ], "corresponding_author_ids": [], "corresponding_institution_ids": [], "countries_distinct_count": 5, "counts_by_year": [ { "year": 2024, "cited_by_count": 6 }, { "year": 2023, "cited_by_count": 7 }, { "year": 2021, "cited_by_count": 1 } ], "created_date": "2023-04-27", "datasets": [], "display_name": "Multiple models for outbreak decision support in the face of uncertainty", "doi": "https://doi.org/10.1073/pnas.2207537120", "fulltext_origin": "pdf", "fwci": 5.578, "grants": [ { "funder": "https://openalex.org/F4320306076", "funder_display_name": "National Science Foundation", "award_id": "DEB-2028301 2037885 and DEB-2126278" } ], "has_fulltext": true, "id": "https://openalex.org/W4366981273", "ids": { "openalex": "https://openalex.org/W4366981273", "doi": "https://doi.org/10.1073/pnas.2207537120", "pmid": "https://pubmed.ncbi.nlm.nih.gov/37098064" }, "indexed_in": [ "crossref", "pubmed" ], "institutions_distinct_count": 38, "is_paratext": false, "is_retracted": false, "keywords": [ { "id": "https://openalex.org/keywords/situational-ethics", "display_name": "Situational ethics", "score": 0.5657995 }, { "id": "https://openalex.org/keywords/modeling", "display_name": "Modeling", "score": 0.548646 }, { "id": "https://openalex.org/keywords/social-distancing", "display_name": "Social Distancing", "score": 0.50576 }, { "id": "https://openalex.org/keywords/decision-model", "display_name": "Decision model", "score": 0.49483007 } ], "language": "en", "locations": [ { "is_oa": true, "landing_page_url": "https://doi.org/10.1073/pnas.2207537120", "pdf_url": null, "source": { "id": "https://openalex.org/S125754415", "display_name": "Proceedings of the National Academy of Sciences", "issn_l": "0027-8424", "issn": [ "0027-8424", "1091-6490" ], "is_oa": false, "is_in_doaj": false, "is_core": true, "host_organization": "https://openalex.org/P4310320052", "host_organization_name": "National Academy of Sciences", "host_organization_lineage": [ "https://openalex.org/P4310320052" ], "host_organization_lineage_names": [ "National Academy of Sciences" ], "type": "journal" }, "license": "cc-by", "license_id": "https://openalex.org/licenses/cc-by", "version": "publishedVersion", "is_accepted": true, "is_published": true }, { "is_oa": true, "landing_page_url": "https://researchonline.lshtm.ac.uk/id/eprint/4670205/1/Shea-etal-2023-Multiple-models-for-outbreak-decision.pdf", "pdf_url": "https://researchonline.lshtm.ac.uk/id/eprint/4670205/1/Shea-etal-2023-Multiple-models-for-outbreak-decision.pdf", "source": { "id": "https://openalex.org/S4306402527", "display_name": "LSHTM Research Online (London School of Hygiene and Tropical Medicine)", "issn_l": null, "issn": null, "is_oa": true, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I4210089966", "host_organization_name": "London School of Hygiene & Tropical Medicine", "host_organization_lineage": [ "https://openalex.org/I4210089966" ], "host_organization_lineage_names": [ "London School of Hygiene & Tropical Medicine" ], "type": "repository" }, "license": "cc-by", "license_id": "https://openalex.org/licenses/cc-by", "version": "publishedVersion", "is_accepted": true, "is_published": true }, { "is_oa": true, "landing_page_url": "https://wrap.warwick.ac.uk/175542/1/pnas.2207537120.pdf", "pdf_url": "https://wrap.warwick.ac.uk/175542/1/pnas.2207537120.pdf", "source": { "id": "https://openalex.org/S4306400665", "display_name": "Warwick Research Archive Portal (University of Warwick)", "issn_l": null, "issn": null, "is_oa": true, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I39555362", "host_organization_name": "University of Warwick", "host_organization_lineage": [ "https://openalex.org/I39555362" ], "host_organization_lineage_names": [ "University of Warwick" ], "type": "repository" }, "license": "cc-by", "license_id": "https://openalex.org/licenses/cc-by", "version": "publishedVersion", "is_accepted": true, "is_published": true }, { "is_oa": true, "landing_page_url": "https://escholarship.org/uc/item/6ft0m4br", "pdf_url": "https://escholarship.org/content/qt6ft0m4br/qt6ft0m4br.pdf?t=rxu3wo", "source": { "id": "https://openalex.org/S4306400115", "display_name": "eScholarship (California Digital Library)", "issn_l": null, "issn": null, "is_oa": true, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I2801248553", "host_organization_name": "California Digital Library", "host_organization_lineage": [ "https://openalex.org/I2801248553" ], "host_organization_lineage_names": [ "California Digital Library" ], "type": "repository" }, "license": "cc-by", "license_id": "https://openalex.org/licenses/cc-by", "version": "publishedVersion", "is_accepted": true, "is_published": true }, { "is_oa": true, "landing_page_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10160947", "pdf_url": null, "source": { "id": "https://openalex.org/S2764455111", "display_name": "PubMed Central", "issn_l": null, "issn": null, "is_oa": true, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I1299303238", "host_organization_name": "National Institutes of Health", "host_organization_lineage": [ "https://openalex.org/I1299303238" ], "host_organization_lineage_names": [ "National Institutes of Health" ], "type": "repository" }, "license": null, "license_id": null, "version": "publishedVersion", "is_accepted": true, "is_published": true }, { "is_oa": true, "landing_page_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7654910", "pdf_url": null, "source": { "id": "https://openalex.org/S2764455111", "display_name": "PubMed Central", "issn_l": null, "issn": null, "is_oa": true, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I1299303238", "host_organization_name": "National Institutes of Health", "host_organization_lineage": [ "https://openalex.org/I1299303238" ], "host_organization_lineage_names": [ "National Institutes of Health" ], "type": "repository" }, "license": null, "license_id": null, "version": "publishedVersion", "is_accepted": true, "is_published": true }, { "is_oa": false, "landing_page_url": "https://pubmed.ncbi.nlm.nih.gov/37098064", "pdf_url": null, "source": { "id": "https://openalex.org/S4306525036", "display_name": "PubMed", "issn_l": null, "issn": null, "is_oa": false, "is_in_doaj": false, "is_core": false, "host_organization": "https://openalex.org/I1299303238", "host_organization_name": "National Institutes of Health", "host_organization_lineage": [ "https://openalex.org/I1299303238" ], "host_organization_lineage_names": [ "National Institutes of Health" ], "type": "repository" }, "license": null, "license_id": null, "version": null, "is_accepted": false, "is_published": false } ], "locations_count": 7, "mesh": [ { "descriptor_ui": "D000086382", "descriptor_name": "COVID-19", "qualifier_ui": "", "qualifier_name": null, "is_major_topic": true }, { "descriptor_ui": "D000086382", "descriptor_name": "COVID-19", "qualifier_ui": "Q000453", "qualifier_name": "epidemiology", "is_major_topic": false }, { "descriptor_ui": "D000086382", "descriptor_name": "COVID-19", "qualifier_ui": "Q000517", "qualifier_name": "prevention & control", "is_major_topic": false }, { "descriptor_ui": "D004196", "descriptor_name": "Disease Outbreaks", "qualifier_ui": "", "qualifier_name": null, "is_major_topic": false }, { "descriptor_ui": "D004196", "descriptor_name": "Disease Outbreaks", "qualifier_ui": "Q000517", "qualifier_name": "prevention & control", "is_major_topic": false }, { "descriptor_ui": "D006801", "descriptor_name": "Humans", "qualifier_ui": "", "qualifier_name": null, "is_major_topic": false }, { "descriptor_ui": "D058873", "descriptor_name": "Pandemics", "qualifier_ui": "Q000517", "qualifier_name": "prevention & control", "is_major_topic": false }, { "descriptor_ui": "D058873", "descriptor_name": "Pandemics", "qualifier_ui": "", "qualifier_name": null, "is_major_topic": false }, { "descriptor_ui": "D011634", "descriptor_name": "Public Health", "qualifier_ui": "", "qualifier_name": null, "is_major_topic": false }, { "descriptor_ui": "D035501", "descriptor_name": "Uncertainty", "qualifier_ui": "", "qualifier_name": null, "is_major_topic": false } ], "ngrams_url": "https://api.openalex.org/works/W4366981273/ngrams", "open_access": { "is_oa": true, "oa_status": "hybrid", "oa_url": "https://doi.org/10.1073/pnas.2207537120", "any_repository_has_fulltext": true }, "primary_location": { "is_oa": true, "landing_page_url": "https://doi.org/10.1073/pnas.2207537120", "pdf_url": null, "source": { "id": "https://openalex.org/S125754415", "display_name": "Proceedings of the National Academy of Sciences", "issn_l": "0027-8424", "issn": [ "0027-8424", "1091-6490" ], "is_oa": false, "is_in_doaj": false, "is_core": true, "host_organization": "https://openalex.org/P4310320052", "host_organization_name": "National Academy of Sciences", "host_organization_lineage": [ "https://openalex.org/P4310320052" ], "host_organization_lineage_names": [ "National Academy of Sciences" ], "type": "journal" }, "license": "cc-by", "license_id": "https://openalex.org/licenses/cc-by", "version": "publishedVersion", "is_accepted": true, "is_published": true }, "primary_topic": { "id": "https://openalex.org/T10410", "display_name": "Modeling the Dynamics of COVID-19 Pandemic", "score": 0.9992, "subfield": { "id": "https://openalex.org/subfields/2611", "display_name": "Modeling and Simulation" }, "field": { "id": "https://openalex.org/fields/26", "display_name": "Mathematics" }, "domain": { "id": "https://openalex.org/domains/3", "display_name": "Physical Sciences" } }, "publication_date": "2023-04-25", "publication_year": 2023, "referenced_works": [ "https://openalex.org/W1858356562", "https://openalex.org/W1974960176", "https://openalex.org/W2004389005", "https://openalex.org/W2021470958", "https://openalex.org/W2031581300", "https://openalex.org/W2123195536", "https://openalex.org/W2131295062", "https://openalex.org/W2182118126", "https://openalex.org/W2221479036", "https://openalex.org/W2529483981", "https://openalex.org/W2587254133", "https://openalex.org/W2610342981", "https://openalex.org/W2616382732", "https://openalex.org/W2747968860", "https://openalex.org/W2884196653", "https://openalex.org/W2952534036", "https://openalex.org/W2968757301", "https://openalex.org/W2978600916", "https://openalex.org/W3008443627", "https://openalex.org/W3020857784", "https://openalex.org/W3035706118", "https://openalex.org/W3080387602", "https://openalex.org/W3081301332", "https://openalex.org/W3124042186", "https://openalex.org/W3139553455", "https://openalex.org/W3157613802", "https://openalex.org/W3193279016", "https://openalex.org/W35220292", "https://openalex.org/W4223895209", "https://openalex.org/W4226062828", "https://openalex.org/W4247803849", "https://openalex.org/W4249671859", "https://openalex.org/W4283210990", "https://openalex.org/W4308668146", "https://openalex.org/W4309556647", "https://openalex.org/W4318025279", "https://openalex.org/W4380852714" ], "referenced_works_count": 37, "related_works": [ "https://openalex.org/W840856409", "https://openalex.org/W4235772614", "https://openalex.org/W254703379", "https://openalex.org/W2533923078", "https://openalex.org/W2413054161", "https://openalex.org/W2387104438", "https://openalex.org/W2144301548", "https://openalex.org/W2137919530", "https://openalex.org/W2039975840", "https://openalex.org/W1988485509" ], "sustainable_development_goals": [ { "display_name": "Good health and well-being", "id": "https://metadata.un.org/sdg/3", "score": 0.45 } ], "title": "Multiple models for outbreak decision support in the face of uncertainty", "topics": [ { "id": "https://openalex.org/T10410", "display_name": "Modeling the Dynamics of COVID-19 Pandemic", "score": 0.9992, "subfield": { "id": "https://openalex.org/subfields/2611", "display_name": "Modeling and Simulation" }, "field": { "id": "https://openalex.org/fields/26", "display_name": "Mathematics" }, "domain": { "id": "https://openalex.org/domains/3", "display_name": "Physical Sciences" } }, { "id": "https://openalex.org/T12041", "display_name": "Public Health and Health Promotion Framework", "score": 0.994, "subfield": { "id": "https://openalex.org/subfields/3600", "display_name": "General Health Professions" }, "field": { "id": "https://openalex.org/fields/36", "display_name": "Health Professions" }, "domain": { "id": "https://openalex.org/domains/4", "display_name": "Health Sciences" } }, { "id": "https://openalex.org/T11819", "display_name": "Digital Epidemiology and Disease Surveillance", "score": 0.9932, "subfield": { "id": "https://openalex.org/subfields/2713", "display_name": "Epidemiology" }, "field": { "id": "https://openalex.org/fields/27", "display_name": "Medicine" }, "domain": { "id": "https://openalex.org/domains/4", "display_name": "Health Sciences" } } ], "type": "article", "type_crossref": "journal-article", "updated_date": "2024-08-08T15:26:32.387930", "versions": [], "qid": null }
}