{"id":"https://openalex.org/W4393079664","doi":"https://doi.org/10.1371/journal.pcbi.1011967","title":"Detecting changes in generation and serial intervals under varying pathogen biology, contact patterns and outbreak response","display_name":"Detecting changes in generation and serial intervals under varying pathogen biology, contact patterns and outbreak response","publication_year":2024,"publication_date":"2024-03-22","ids":{"openalex":"https://openalex.org/W4393079664","doi":"https://doi.org/10.1371/journal.pcbi.1011967","pmid":"https://pubmed.ncbi.nlm.nih.gov/38517931"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1011967","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011967","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011967&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011967&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033999278","display_name":"Rachael Pung","orcid":"https://orcid.org/0000-0002-1188-8231"},"institutions":[{"id":"https://openalex.org/I1291357265","display_name":"Ministry of Health","ror":"https://ror.org/00mrhvv69","country_code":"SG","type":"government","lineage":["https://openalex.org/I1291357265"]},{"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"]}],"countries":["GB","SG"],"is_corresponding":true,"raw_author_name":"Rachael Pung","raw_affiliation_strings":["Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom","Ministry of Health, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-1188-8231","affiliations":[{"raw_affiliation_string":"Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom","institution_ids":["https://openalex.org/I4210089966"]},{"raw_affiliation_string":"Ministry of Health, Singapore, Singapore","institution_ids":["https://openalex.org/I1291357265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007152164","display_name":"Timothy Russell","orcid":"https://orcid.org/0000-0001-5610-6080"},"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"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Timothy W. Russell","raw_affiliation_strings":["Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom","institution_ids":["https://openalex.org/I4210089966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063834923","display_name":"Adam J. Kucharski","orcid":"https://orcid.org/0000-0001-8814-9421"},"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"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Adam J. Kucharski","raw_affiliation_strings":["Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for the Mathematical Modelling of Infectious Diseases, London School of Hygiene and Tropical Medicine, London, United Kingdom","institution_ids":["https://openalex.org/I4210089966"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5007152164","https://openalex.org/A5033999278","https://openalex.org/A5063834923"],"corresponding_institution_ids":["https://openalex.org/I1291357265","https://openalex.org/I4210089966"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":0.983,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70214492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"20","issue":"3","first_page":"e1011967","last_page":"e1011967"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9998999834060669,"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/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11581","display_name":"Viral Infections and Outbreaks Research","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/outbreak","display_name":"Outbreak","score":0.8967273235321045},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.6189194321632385},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5375726819038391},{"id":"https://openalex.org/keywords/generation-time","display_name":"Generation time","score":0.4823736250400543},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4562673270702362},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4535655677318573},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.40923070907592773},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.32822972536087036},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.28303223848342896},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2537512183189392},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2186959683895111},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.21763503551483154},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.19672822952270508},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12465062737464905},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11989292502403259},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.11371716856956482},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.09823209047317505}],"concepts":[{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.8967273235321045},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.6189194321632385},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5375726819038391},{"id":"https://openalex.org/C30555475","wikidata":"https://www.wikidata.org/wiki/Q5532608","display_name":"Generation time","level":3,"score":0.4823736250400543},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4562673270702362},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4535655677318573},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.40923070907592773},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.32822972536087036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28303223848342896},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2537512183189392},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2186959683895111},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.21763503551483154},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.19672822952270508},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12465062737464905},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11989292502403259},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.11371716856956482},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.09823209047317505},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D001695","descriptor_name":"Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001695","descriptor_name":"Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001695","descriptor_name":"Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001695","descriptor_name":"Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001695","descriptor_name":"Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004196","descriptor_name":"Disease Outbreaks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004196","descriptor_name":"Disease Outbreaks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004196","descriptor_name":"Disease Outbreaks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004196","descriptor_name":"Disease Outbreaks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004196","descriptor_name":"Disease Outbreaks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","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":"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":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058873","descriptor_name":"Pandemics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1011967","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011967","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011967&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:38517931","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38517931","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:researchonline.lshtm.ac.uk:4679816","is_oa":false,"landing_page_url":"https://orcid.org/0000-0002-1188-8231>;","pdf_url":null,"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":false,"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":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10990235","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10990235","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10990235/pdf/pcbi.1011967.pdf","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":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:dbf0a6cb0b2948f5af418bbd236e7928","is_oa":false,"landing_page_url":"https://doaj.org/article/dbf0a6cb0b2948f5af418bbd236e7928","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 20, Iss 3, p e1011967 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1011967","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011967","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011967&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8600000143051147,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G2206407770","display_name":"Immunity dynamics and epidemiology of cross-reactive pathogens","funder_award_id":"206250","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G2975202718","display_name":null,"funder_award_id":"206250/Z/17/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G339059223","display_name":null,"funder_award_id":"Z/17/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320320697","display_name":"Ministry of Health -Singapore","ror":"https://ror.org/00mrhvv69"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4393079664.pdf","grobid_xml":"https://content.openalex.org/works/W4393079664.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W125983633","https://openalex.org/W1974628378","https://openalex.org/W1983050342","https://openalex.org/W2117002055","https://openalex.org/W2119950877","https://openalex.org/W2261722432","https://openalex.org/W2312463092","https://openalex.org/W2902522629","https://openalex.org/W3013215798","https://openalex.org/W3015571324","https://openalex.org/W3016587465","https://openalex.org/W3020184843","https://openalex.org/W3021923959","https://openalex.org/W3033137250","https://openalex.org/W3036626989","https://openalex.org/W3045248985","https://openalex.org/W3049647325","https://openalex.org/W3083050273","https://openalex.org/W3087558732","https://openalex.org/W3097122381","https://openalex.org/W3114200361","https://openalex.org/W3118365433","https://openalex.org/W3190270442","https://openalex.org/W3190614509","https://openalex.org/W3190631178","https://openalex.org/W3194564634","https://openalex.org/W3194695130","https://openalex.org/W3200679256","https://openalex.org/W3208401529","https://openalex.org/W3208644130","https://openalex.org/W3210049956","https://openalex.org/W3215580824","https://openalex.org/W3216580572","https://openalex.org/W3217549965","https://openalex.org/W4200044193","https://openalex.org/W4210823650","https://openalex.org/W4212799904","https://openalex.org/W4212821474","https://openalex.org/W4214484419","https://openalex.org/W4220676644","https://openalex.org/W4220789324","https://openalex.org/W4220824273","https://openalex.org/W4225295888","https://openalex.org/W4225834134","https://openalex.org/W4226076101","https://openalex.org/W4226106072","https://openalex.org/W4226145347","https://openalex.org/W4226354361","https://openalex.org/W4229028530","https://openalex.org/W4284708951","https://openalex.org/W4289238890","https://openalex.org/W4292676638","https://openalex.org/W4377232480","https://openalex.org/W6778533197"],"related_works":["https://openalex.org/W2373635223","https://openalex.org/W2412355096","https://openalex.org/W1990012352","https://openalex.org/W2431766951","https://openalex.org/W4385969441","https://openalex.org/W127458931","https://openalex.org/W2362266265","https://openalex.org/W3028429280","https://openalex.org/W2557977292","https://openalex.org/W2127290136"],"abstract_inverted_index":{"The":[0],"epidemiological":[1,53],"characteristics":[2],"of":[3,14,70,75,92,135,162],"SARS-CoV-2":[4,137],"transmission":[5,29],"have":[6],"changed":[7],"over":[8],"the":[9,20,67,100,105,113,123,130,149],"pandemic":[10],"due":[11],"to":[12,38,77,108,122,142,157],"emergence":[13],"new":[15],"variants.":[16,138],"A":[17],"decrease":[18,125],"in":[19,48,59,99,112,129],"generation":[21,84,114,131,163],"or":[22,85,126],"serial":[23,86,116,133,165],"intervals":[24,134,166],"would":[25,36],"imply":[26],"a":[27,41,110],"shortened":[28],"timescale":[30],"and,":[31],"hence,":[32],"outbreak":[33,60,145,155],"response":[34],"measures":[35],"need":[37],"expand":[39],"at":[40],"faster":[42],"rate.":[43],"However,":[44],"there":[45],"are":[46,167],"challenges":[47],"measuring":[49],"these":[50],"intervals.":[51,87],"Alongside":[52],"changes,":[54],"factors":[55,102],"like":[56],"varying":[57],"delays":[58],"response,":[61],"social":[62],"contact":[63],"patterns,":[64],"dependence":[65],"on":[66],"growth":[68],"phase":[69],"an":[71],"outbreak,":[72],"and":[73,103,115,132,147,164],"effects":[74],"exposure":[76],"multiple":[78],"infectors":[79],"can":[80],"also":[81],"influence":[82],"measured":[83],"To":[88],"guide":[89],"real-time":[90],"interpretation":[91],"variant":[93],"data,":[94],"we":[95],"simulated":[96],"concurrent":[97],"changes":[98],"aforementioned":[101],"estimated":[104],"statistical":[106],"power":[107],"detect":[109],"change":[111],"interval.":[117],"We":[118],"compared":[119],"our":[120],"findings":[121],"reported":[124],"lack":[127],"thereof":[128],"different":[136],"Our":[139],"study":[140],"helps":[141],"clarify":[143],"contradictory":[144],"observations":[146],"informs":[148],"required":[150],"sample":[151],"sizes":[152],"under":[153],"certain":[154],"conditions":[156],"ensure":[158],"that":[159],"future":[160],"studies":[161],"adequately":[168],"powered.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
