{"id":"https://openalex.org/W3123156213","doi":"https://doi.org/10.1038/s41746-020-00374-4","title":"Simulating SARS-CoV-2 epidemics by region-specific variables and modeling contact tracing app containment","display_name":"Simulating SARS-CoV-2 epidemics by region-specific variables and modeling contact tracing app containment","publication_year":2021,"publication_date":"2021-01-14","ids":{"openalex":"https://openalex.org/W3123156213","doi":"https://doi.org/10.1038/s41746-020-00374-4","mag":"3123156213","pmid":"https://pubmed.ncbi.nlm.nih.gov/33446891"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-020-00374-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-020-00374-4","pdf_url":"https://www.nature.com/articles/s41746-020-00374-4.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-020-00374-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002977848","display_name":"Alberto Ferrari","orcid":"https://orcid.org/0000-0002-5939-8637"},"institutions":[{"id":"https://openalex.org/I4210106645","display_name":"Ospedale Papa Giovanni XXIII","ror":"https://ror.org/01savtv33","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210106645"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alberto Ferrari","raw_affiliation_strings":["FROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy. aferrari34@yahoo.com","FROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5939-8637","affiliations":[{"raw_affiliation_string":"FROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy. aferrari34@yahoo.com","institution_ids":["https://openalex.org/I4210106645"]},{"raw_affiliation_string":"FROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy","institution_ids":["https://openalex.org/I4210106645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059288410","display_name":"Enrico Santus","orcid":"https://orcid.org/0000-0002-7327-2731"},"institutions":[{"id":"https://openalex.org/I67348948","display_name":"Bayer (Germany)","ror":"https://ror.org/04hmn8g73","country_code":"DE","type":"company","lineage":["https://openalex.org/I67348948"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Enrico Santus","raw_affiliation_strings":["Bayer, Decision Science & Advanced Analytics for MA, PV & RA Division, Leverkusen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7327-2731","affiliations":[{"raw_affiliation_string":"Bayer, Decision Science & Advanced Analytics for MA, PV & RA Division, Leverkusen, Germany","institution_ids":["https://openalex.org/I67348948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044037386","display_name":"Davide Cirillo","orcid":"https://orcid.org/0000-0003-4982-4716"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I4210130830","display_name":"Women's Brain Project","ror":"https://ror.org/043afjr64","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I4210130830"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["CH","ES"],"is_corresponding":false,"raw_author_name":"Davide Cirillo","raw_affiliation_strings":["Barcelona Supercomputing Center (BSC), C/Jordi Girona 29, 08034, Barcelona, Spain","Women's Brain Project (WBP), Gunterhausen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center (BSC), C/Jordi Girona 29, 08034, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"Women's Brain Project (WBP), Gunterhausen, Switzerland","institution_ids":["https://openalex.org/I4210130830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007632406","display_name":"Miguel Ponce-de-Le\u00f3n","orcid":"https://orcid.org/0000-0002-7496-844X"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Ponce-de-Leon","raw_affiliation_strings":["Barcelona Supercomputing Center (BSC), C/Jordi Girona 29, 08034, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7496-844X","affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center (BSC), C/Jordi Girona 29, 08034, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003079510","display_name":"Nicola Marino","orcid":"https://orcid.org/0000-0001-7510-1939"},"institutions":[{"id":"https://openalex.org/I106296451","display_name":"University of Foggia","ror":"https://ror.org/01xtv3204","country_code":"IT","type":"education","lineage":["https://openalex.org/I106296451"]},{"id":"https://openalex.org/I4210130830","display_name":"Women's Brain Project","ror":"https://ror.org/043afjr64","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I4210130830"]}],"countries":["CH","IT"],"is_corresponding":false,"raw_author_name":"Nicola Marino","raw_affiliation_strings":["Dipartimento di Scienze Madiche e, Universit\u00e1 di Foggia Chirurgiche, Foggia, Italy","Women's Brain Project (WBP), Gunterhausen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Madiche e, Universit\u00e1 di Foggia Chirurgiche, Foggia, Italy","institution_ids":["https://openalex.org/I106296451"]},{"raw_affiliation_string":"Women's Brain Project (WBP), Gunterhausen, Switzerland","institution_ids":["https://openalex.org/I4210130830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002638875","display_name":"Maria Teresa Ferretti","orcid":"https://orcid.org/0000-0003-0459-9615"},"institutions":[{"id":"https://openalex.org/I4210130830","display_name":"Women's Brain Project","ror":"https://ror.org/043afjr64","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I4210130830"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Maria Teresa Ferretti","raw_affiliation_strings":["Women's Brain Project (WBP), Gunterhausen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Women's Brain Project (WBP), Gunterhausen, Switzerland","institution_ids":["https://openalex.org/I4210130830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030966278","display_name":"Antonella Santuccione Chadha","orcid":"https://orcid.org/0000-0002-4021-3129"},"institutions":[{"id":"https://openalex.org/I4210130830","display_name":"Women's Brain Project","ror":"https://ror.org/043afjr64","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I4210130830"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Antonella Santuccione Chadha","raw_affiliation_strings":["Women's Brain Project (WBP), Gunterhausen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Women's Brain Project (WBP), Gunterhausen, Switzerland","institution_ids":["https://openalex.org/I4210130830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000536361","display_name":"Nikolaos Mavridis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130830","display_name":"Women's Brain Project","ror":"https://ror.org/043afjr64","country_code":"CH","type":"nonprofit","lineage":["https://openalex.org/I4210130830"]},{"id":"https://openalex.org/I4210155811","display_name":"Interactive Research and Development","ror":"https://ror.org/04mccvy52","country_code":"PK","type":"nonprofit","lineage":["https://openalex.org/I4210155811"]}],"countries":["CH","PK"],"is_corresponding":false,"raw_author_name":"Nikolaos Mavridis","raw_affiliation_strings":["Interactive Robots and Media Laboratory (IRLM), Abu Dhabi, United Arab Emirates","Women's Brain Project (WBP), Gunterhausen, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interactive Robots and Media Laboratory (IRLM), Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210155811"]},{"raw_affiliation_string":"Women's Brain Project (WBP), Gunterhausen, Switzerland","institution_ids":["https://openalex.org/I4210130830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015217651","display_name":"Alfonso Valencia","orcid":"https://orcid.org/0000-0002-8937-6789"},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alfonso Valencia","raw_affiliation_strings":["Barcelona Supercomputing Center (BSC), C/Jordi Girona 29, 08034, Barcelona, Spain","ICREA, Pg. Llu\u00eds Companys 23, 08010, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center (BSC), C/Jordi Girona 29, 08034, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]},{"raw_affiliation_string":"ICREA, Pg. Llu\u00eds Companys 23, 08010, Barcelona, Spain","institution_ids":["https://openalex.org/I11932220"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5002977848"],"corresponding_institution_ids":["https://openalex.org/I4210106645"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":10.4484,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.98122934,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"4","issue":"1","first_page":"9","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12943","display_name":"COVID-19 Digital Contact Tracing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12943","display_name":"COVID-19 Digital Contact Tracing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9939000010490417,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9605000019073486,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/contact-tracing","display_name":"Contact tracing","score":0.9224081039428711},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5837714076042175},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5231553316116333},{"id":"https://openalex.org/keywords/fraction","display_name":"Fraction (chemistry)","score":0.504440426826477},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5033544898033142},{"id":"https://openalex.org/keywords/demographics","display_name":"Demographics","score":0.49377521872520447},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.4712686240673065},{"id":"https://openalex.org/keywords/containment","display_name":"Containment (computer programming)","score":0.4519276022911072},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.442813903093338},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42058634757995605},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.2901430130004883},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09338134527206421},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.07447898387908936},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07150396704673767}],"concepts":[{"id":"https://openalex.org/C113162765","wikidata":"https://www.wikidata.org/wiki/Q1128437","display_name":"Contact tracing","level":5,"score":0.9224081039428711},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5837714076042175},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5231553316116333},{"id":"https://openalex.org/C149629883","wikidata":"https://www.wikidata.org/wiki/Q660926","display_name":"Fraction (chemistry)","level":2,"score":0.504440426826477},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5033544898033142},{"id":"https://openalex.org/C2780084366","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demographics","level":2,"score":0.49377521872520447},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.4712686240673065},{"id":"https://openalex.org/C2777019822","wikidata":"https://www.wikidata.org/wiki/Q390066","display_name":"Containment (computer programming)","level":2,"score":0.4519276022911072},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.442813903093338},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42058634757995605},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.2901430130004883},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09338134527206421},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.07447898387908936},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07150396704673767},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1038/s41746-020-00374-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-020-00374-4","pdf_url":"https://www.nature.com/articles/s41746-020-00374-4.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:33446891","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33446891","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:upcommons.upc.edu:2117/337131","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/337131","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:1dd0165ab9d2495b8cccf21a610df530","is_oa":true,"landing_page_url":"https://doaj.org/article/1dd0165ab9d2495b8cccf21a610df530","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 4, Iss 1, Pp 1-8 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:6724378","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC7809354","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7809354","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7809354","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":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-020-00374-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-020-00374-4","pdf_url":"https://www.nature.com/articles/s41746-020-00374-4.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G1535130713","display_name":null,"funder_award_id":"H2020-ICT","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G198051697","display_name":"Interactive Extreme-Scale Analytics and Forecasting","funder_award_id":"825070","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3593447409","display_name":null,"funder_award_id":"825070","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3123156213.pdf","grobid_xml":"https://content.openalex.org/works/W3123156213.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1995225929","https://openalex.org/W2147166346","https://openalex.org/W2148301044","https://openalex.org/W2257632633","https://openalex.org/W2346042384","https://openalex.org/W2601351842","https://openalex.org/W2982916062","https://openalex.org/W3008294222","https://openalex.org/W3008842543","https://openalex.org/W3009265184","https://openalex.org/W3010233963","https://openalex.org/W3010585456","https://openalex.org/W3012584946","https://openalex.org/W3013215798","https://openalex.org/W3015571324","https://openalex.org/W3017279216","https://openalex.org/W3017303782","https://openalex.org/W3018782651","https://openalex.org/W3019599198","https://openalex.org/W3020184843","https://openalex.org/W3023233294","https://openalex.org/W3028396960","https://openalex.org/W3031053929","https://openalex.org/W3036422000","https://openalex.org/W3038505425","https://openalex.org/W3047669948","https://openalex.org/W3092593049","https://openalex.org/W3126003079"],"related_works":["https://openalex.org/W4213139346","https://openalex.org/W3204036590","https://openalex.org/W3036030877","https://openalex.org/W1989717680","https://openalex.org/W4225962435","https://openalex.org/W3158100496","https://openalex.org/W3130225502","https://openalex.org/W2170160357","https://openalex.org/W2012140923","https://openalex.org/W4287554683"],"abstract_inverted_index":{"Targeted":[0],"contact-tracing":[1,74,126,191],"through":[2],"mobile":[3],"phone":[4],"apps":[5],"has":[6],"been":[7],"proposed":[8],"as":[9,192],"an":[10,36,51],"instrument":[11],"to":[12,68,94,167,209],"help":[13],"contain":[14,168],"the":[15,21,70,92,111,130,161,201],"spread":[16],"of":[17,23,46,55,72,79,107,119,122,138,148,176,189,203],"COVID-19":[18,56],"and":[19,31,64,83,88,105,140,197,206],"manage":[20],"lifting":[22],"nation-wide":[24],"lock-downs":[25],"currently":[26],"in":[27,29,44,76,99,110,117,154,169,179,187,213],"place":[28],"USA":[30],"Europe.":[32],"However,":[33,150],"there":[34],"is":[35],"ongoing":[37],"debate":[38],"on":[39,200],"its":[40],"potential":[41,174],"efficacy,":[42],"especially":[43],"light":[45],"region-specific":[47,61,204],"demographics.":[48],"We":[49],"built":[50],"expanded":[52],"SIR":[53],"model":[54,93],"epidemics":[57],"that":[58,97],"accounts":[59],"for":[60,195],"population":[62,103,155],"densities,":[63,104],"we":[65,90],"used":[66,91],"it":[67],"test":[69],"impact":[71],"a":[73,77,134,145],"app":[75,108],"number":[78],"scenarios.":[80],"Using":[81],"demographic":[82,205],"mobility":[84,207],"data":[85],"from":[86],"Italy":[87],"Spain,":[89],"simulate":[95],"scenarios":[96],"vary":[98],"baseline":[100],"contact":[101],"rates,":[102],"fraction":[106,137,147],"users":[109],"population.":[112],"Our":[113],"results":[114,186],"show":[115],"that,":[116],"support":[118],"efficient":[120],"isolation":[121],"symptomatic":[123],"cases,":[124],"app-mediated":[125,190],"can":[127,163],"successfully":[128],"mitigate":[129],"epidemic":[131,162],"even":[132,141],"with":[133,144],"relatively":[135],"small":[136],"users,":[139],"suppress":[142],"altogether":[143],"larger":[146],"users.":[149],"when":[151],"regional":[152],"differences":[153],"density":[156,171],"are":[157],"taken":[158],"into":[159],"consideration,":[160],"be":[164],"significantly":[165],"harder":[166],"higher":[170],"areas,":[172],"highlighting":[173],"limitations":[175],"this":[177],"intervention":[178],"specific":[180],"contexts.":[181],"This":[182],"work":[183],"corroborates":[184],"previous":[185],"favor":[188],"mitigation":[193],"measure":[194],"COVID-19,":[196],"draws":[198],"attention":[199],"importance":[202],"factors":[208],"achieve":[210],"maximum":[211],"efficacy":[212],"containment":[214],"policies.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2025-10-10T00:00:00"}
