{"id":"https://openalex.org/W2908416996","doi":"https://doi.org/10.1073/pnas.1801429116","title":"Modeling stochastic processes in disease spread across a heterogeneous social system","display_name":"Modeling stochastic processes in disease spread across a heterogeneous social system","publication_year":2018,"publication_date":"2018-12-26","ids":{"openalex":"https://openalex.org/W2908416996","doi":"https://doi.org/10.1073/pnas.1801429116","mag":"2908416996","pmid":"https://pubmed.ncbi.nlm.nih.gov/30587583"},"language":"en","primary_location":{"id":"doi:10.1073/pnas.1801429116","is_oa":true,"landing_page_url":"https://doi.org/10.1073/pnas.1801429116","pdf_url":"https://www.pnas.org/content/pnas/116/2/401.full.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.pnas.org/content/pnas/116/2/401.full.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100699913","display_name":"Minkyoung Kim","orcid":"https://orcid.org/0000-0001-8292-7851"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Minkyoung Kim","raw_affiliation_strings":["Data61, Commonwealth Scientific and Industrial Research Organisation, Pullenvale, QLD 4069, Australia;"],"affiliations":[{"raw_affiliation_string":"Data61, Commonwealth Scientific and Industrial Research Organisation, Pullenvale, QLD 4069, Australia;","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082912510","display_name":"Dean Paini","orcid":"https://orcid.org/0000-0001-5217-1280"},"institutions":[{"id":"https://openalex.org/I4210142128","display_name":"CSIRO Health and Biosecurity","ror":"https://ror.org/03jh4jw93","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210142128","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dean Paini","raw_affiliation_strings":["Health &amp; Biosecurity, Commonwealth Scientific and Industrial Research Organisation, Canberra, ACT 2601, Australia;"],"affiliations":[{"raw_affiliation_string":"Health &amp; Biosecurity, Commonwealth Scientific and Industrial Research Organisation, Canberra, ACT 2601, Australia;","institution_ids":["https://openalex.org/I4210142128","https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088135082","display_name":"Raja Jurdak","orcid":"https://orcid.org/0000-0001-7517-0782"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I165143802","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Raja Jurdak","raw_affiliation_strings":["Data61, Commonwealth Scientific and Industrial Research Organisation, Pullenvale, QLD 4069, Australia;","School of Computer Science and Engineering, University of New South Wales, Kensington, NSW 2052, Australia","School of Information Technology and Electrical Engineering, University of Queensland, St Lucia, QLD 4072, Australia;"],"affiliations":[{"raw_affiliation_string":"Data61, Commonwealth Scientific and Industrial Research Organisation, Pullenvale, QLD 4069, Australia;","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Kensington, NSW 2052, Australia","institution_ids":["https://openalex.org/I31746571"]},{"raw_affiliation_string":"School of Information Technology and Electrical Engineering, University of Queensland, St Lucia, QLD 4072, Australia;","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100699913"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"],"apc_list":null,"apc_paid":null,"fwci":4.3845,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.94733629,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"116","issue":"2","first_page":"401","last_page":"406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13377","display_name":"Ecosystem dynamics and resilience","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13377","display_name":"Ecosystem dynamics and resilience","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9890000224113464,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9415000081062317,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metapopulation","display_name":"Metapopulation","score":0.773673415184021},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6928266882896423},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.648525059223175},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.58673095703125},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.49341002106666565},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.44452428817749023},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.43175965547561646},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41818729043006897},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33975595235824585},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3348122239112854},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.32168740034103394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.271223247051239},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2322739064693451},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1933687925338745},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11975455284118652},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.1135561466217041}],"concepts":[{"id":"https://openalex.org/C189569837","wikidata":"https://www.wikidata.org/wiki/Q954495","display_name":"Metapopulation","level":4,"score":0.773673415184021},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6928266882896423},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.648525059223175},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.58673095703125},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.49341002106666565},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.44452428817749023},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.43175965547561646},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41818729043006897},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33975595235824585},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3348122239112854},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32168740034103394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.271223247051239},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2322739064693451},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1933687925338745},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11975455284118652},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.1135561466217041},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C47559259","wikidata":"https://www.wikidata.org/wiki/Q778143","display_name":"Biological dispersal","level":3,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012919","descriptor_name":"Social Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012919","descriptor_name":"Social Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012919","descriptor_name":"Social Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1073/pnas.1801429116","is_oa":true,"landing_page_url":"https://doi.org/10.1073/pnas.1801429116","pdf_url":"https://www.pnas.org/content/pnas/116/2/401.full.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences","raw_type":"journal-article"},{"id":"pmid:30587583","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30587583","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":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences of the United States of America","raw_type":null},{"id":"pmh:oai:eprints.qut.edu.au:131742","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the National Academy of Sciences of the United States of America","raw_type":"Contribution to Journal"},{"id":"pmh:oai:europepmc.org:5306307","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6329989","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1073/pnas.1801429116","is_oa":true,"landing_page_url":"https://doi.org/10.1073/pnas.1801429116","pdf_url":"https://www.pnas.org/content/pnas/116/2/401.full.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2908416996.pdf","grobid_xml":"https://content.openalex.org/works/W2908416996.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1516877212","https://openalex.org/W1586180564","https://openalex.org/W1678049551","https://openalex.org/W1878853999","https://openalex.org/W1972309850","https://openalex.org/W1980757098","https://openalex.org/W1995945562","https://openalex.org/W1998588462","https://openalex.org/W2042034885","https://openalex.org/W2050274271","https://openalex.org/W2052197092","https://openalex.org/W2053009912","https://openalex.org/W2068219671","https://openalex.org/W2069849731","https://openalex.org/W2069977841","https://openalex.org/W2121204026","https://openalex.org/W2123906784","https://openalex.org/W2127214298","https://openalex.org/W2131222241","https://openalex.org/W2160158327","https://openalex.org/W2162301084","https://openalex.org/W2164227199","https://openalex.org/W2178225550","https://openalex.org/W2403458786","https://openalex.org/W2767798906","https://openalex.org/W2891058702","https://openalex.org/W2891373492","https://openalex.org/W2949377321","https://openalex.org/W2951851909","https://openalex.org/W2963918231","https://openalex.org/W3026026050","https://openalex.org/W3106362205","https://openalex.org/W3121526755","https://openalex.org/W3122471732","https://openalex.org/W3123267698","https://openalex.org/W3125685581","https://openalex.org/W4297692851","https://openalex.org/W6696212614"],"related_works":["https://openalex.org/W3030042607","https://openalex.org/W2018503327","https://openalex.org/W2075736091","https://openalex.org/W2393573535","https://openalex.org/W3031864658","https://openalex.org/W1606426756","https://openalex.org/W4256617386","https://openalex.org/W4254692452","https://openalex.org/W2329321154","https://openalex.org/W2368237856"],"abstract_inverted_index":{"Diffusion":[0],"processes":[1],"are":[2],"governed":[3],"by":[4,58,107,128],"external":[5],"triggers":[6],"and":[7,14,36,88,90,127],"internal":[8],"dynamics":[9,83],"in":[10,65,84,124,139],"complex":[11],"systems.":[12],"Timely":[13],"cost-effective":[15],"control":[16],"of":[17,39,86,101],"infectious":[18],"disease":[19,54],"spread":[20,55],"critically":[21],"relies":[22],"on":[23,96],"uncovering":[24],"underlying":[25,81],"diffusion":[26,47,82],"mechanisms,":[27],"which":[28,52],"is":[29,105],"challenging":[30],"due":[31],"to":[32,79,132],"invisible":[33],"infection":[34,40,93],"pathways":[35,64],"time-evolving":[37],"intensity":[38],"cases.":[41],"Here,":[42],"we":[43],"propose":[44],"a":[45,66],"new":[46],"framework":[48],"for":[49],"stochastic":[50,76],"processes,":[51],"models":[53],"across":[56],"metapopulations":[57],"incorporating":[59],"human":[60,121],"mobility":[61],"as":[62],"topological":[63],"heterogeneous":[67],"social":[68],"system.":[69],"We":[70],"apply":[71],"Bayesian":[72],"inference":[73],"with":[74,114],"the":[75,130],"Expectation-Maximization":[77],"algorithm":[78],"quantify":[80],"terms":[85],"exogeneity":[87],"endogeneity":[89],"estimate":[91],"cross-regional":[92],"flow":[94],"based":[95],"Granger":[97],"causality.":[98],"The":[99],"effectiveness":[100],"our":[102],"proposed":[103],"model":[104,131],"shown":[106],"using":[108],"comprehensive":[109],"simulation":[110],"procedures":[111],"(robustness":[112],"tests":[113],"noisy":[115],"data":[116,134],"considering":[117],"missing":[118],"or":[119],"delayed":[120],"case":[122],"reporting":[123],"real":[125,133],"situations)":[126],"applying":[129],"from":[135],"15-y":[136],"dengue":[137],"outbreaks":[138],"Australia.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
