{"id":"https://openalex.org/W4380788747","doi":"https://doi.org/10.2196/39754","title":"Using Bandit Algorithms to Maximize SARS-CoV-2 Case-Finding: Evaluation and Feasibility Study","display_name":"Using Bandit Algorithms to Maximize SARS-CoV-2 Case-Finding: Evaluation and Feasibility Study","publication_year":2023,"publication_date":"2023-06-15","ids":{"openalex":"https://openalex.org/W4380788747","doi":"https://doi.org/10.2196/39754","pmid":"https://pubmed.ncbi.nlm.nih.gov/37581924","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10430782"},"language":"en","primary_location":{"id":"doi:10.2196/39754","doi":"https://doi.org/10.2196/39754","is_oa":true,"landing_page_url":"https://doi.org/10.2196/39754","pdf_url":"https://publichealth.jmir.org/2023/1/e39754/PDF","source":{"id":"https://openalex.org/S2764507669","display_name":"JMIR Public Health and Surveillance","issn_l":"2369-2960","issn":["2369-2960"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320608","host_organization_name":"JMIR Publications","host_organization_lineage":["https://openalex.org/P4310320608"],"host_organization_lineage_names":["JMIR Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Public Health and Surveillance","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://publichealth.jmir.org/2023/1/e39754/PDF","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065651467","display_name":"Michael F. Rayo","orcid":"https://orcid.org/0000-0003-0180-058X","observed_orcids":["https://orcid.org/0000-0003-0180-058X"]},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael F Rayo","raw_affiliation_strings":["Department of Integrated Systems Engineering, College of Engineering, The Ohio State University, Columbus, OH, United States"],"raw_orcid":"https://orcid.org/0000-0003-0180-058X","affiliations":[{"raw_affiliation_string":"Department of Integrated Systems Engineering, College of Engineering, The Ohio State University, Columbus, OH, United States","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062655482","display_name":"Daria Faulkner","orcid":"https://orcid.org/0000-0002-9698-8409","observed_orcids":["https://orcid.org/0000-0002-9698-8409"]},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daria Faulkner","raw_affiliation_strings":["College of Public Health, The Ohio State University, Columbus, OH, United States"],"raw_orcid":"https://orcid.org/0000-0002-9698-8409","affiliations":[{"raw_affiliation_string":"College of Public Health, The Ohio State University, Columbus, OH, United States","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067848940","display_name":"David Kline","orcid":"https://orcid.org/0000-0001-6183-3303","observed_orcids":["https://orcid.org/0000-0001-6183-3303"]},"institutions":[{"id":"https://openalex.org/I4405269449","display_name":"Wake Forest University Health Sciences","ror":"https://ror.org/046r1r105","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4405269449","https://openalex.org/I47251452"]},{"id":"https://openalex.org/I47251452","display_name":"Wake Forest University","ror":"https://ror.org/0207ad724","country_code":"US","type":"education","lineage":["https://openalex.org/I47251452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Kline","raw_affiliation_strings":["Department of Biostatistics and Data Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, United States"],"raw_orcid":"https://orcid.org/0000-0001-6183-3303","affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Data Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, United States","institution_ids":["https://openalex.org/I4405269449","https://openalex.org/I47251452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057299422","display_name":"Thomas A. Thornhill IV","orcid":"https://orcid.org/0000-0003-4632-5890","observed_orcids":["https://orcid.org/0000-0003-4632-5890"]},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Thornhill IV","raw_affiliation_strings":["Public Health Modeling Unit, Department of the Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, United States"],"raw_orcid":"https://orcid.org/0000-0003-4632-5890","affiliations":[{"raw_affiliation_string":"Public Health Modeling Unit, Department of the Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, United States","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047941421","display_name":"Samuel S. Malloy","orcid":"https://orcid.org/0000-0002-2619-0995","observed_orcids":["https://orcid.org/0000-0002-2619-0995"]},"institutions":[{"id":"https://openalex.org/I1325736334","display_name":"Battelle","ror":"https://ror.org/01h5tnr73","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1325736334"]},{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Malloy","raw_affiliation_strings":["Battelle Center for Science, Engineering, and Public Policy, John Glenn College of Public Affairs, The Ohio State University, Columbus, OH, United States"],"raw_orcid":"https://orcid.org/0000-0002-2619-0995","affiliations":[{"raw_affiliation_string":"Battelle Center for Science, Engineering, and Public Policy, John Glenn College of Public Affairs, The Ohio State University, Columbus, OH, United States","institution_ids":["https://openalex.org/I1325736334","https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043565266","display_name":"Dante Della Vella","orcid":"https://orcid.org/0000-0002-1269-3989","observed_orcids":["https://orcid.org/0000-0002-1269-3989"]},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dante Della Vella","raw_affiliation_strings":["Department of Integrated Systems Engineering, College of Engineering, The Ohio State University, Columbus, OH, United States"],"raw_orcid":"https://orcid.org/0000-0002-1269-3989","affiliations":[{"raw_affiliation_string":"Department of Integrated Systems Engineering, College of Engineering, The Ohio State University, Columbus, OH, United States","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045379747","display_name":"Dane A. Morey","orcid":"https://orcid.org/0000-0002-9859-7719","observed_orcids":["https://orcid.org/0000-0002-9859-7719"]},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dane A Morey","raw_affiliation_strings":["Department of Integrated Systems Engineering, College of Engineering, The Ohio State University, Columbus, OH, United States"],"raw_orcid":"https://orcid.org/0000-0002-9859-7719","affiliations":[{"raw_affiliation_string":"Department of Integrated Systems Engineering, College of Engineering, The Ohio State University, Columbus, OH, United States","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079215061","display_name":"Net Zhang","orcid":"https://orcid.org/0000-0003-2664-451X","observed_orcids":["https://orcid.org/0000-0003-2664-451X"]},"institutions":[{"id":"https://openalex.org/I1325736334","display_name":"Battelle","ror":"https://ror.org/01h5tnr73","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1325736334"]},{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Net Zhang","raw_affiliation_strings":["Battelle Center for Science, Engineering, and Public Policy, John Glenn College of Public Affairs, The Ohio State University, Columbus, OH, United States"],"raw_orcid":"https://orcid.org/0000-0003-2664-451X","affiliations":[{"raw_affiliation_string":"Battelle Center for Science, Engineering, and Public Policy, John Glenn College of Public Affairs, The Ohio State University, Columbus, OH, United States","institution_ids":["https://openalex.org/I1325736334","https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047954147","display_name":"Gregg Gonsalves","orcid":"https://orcid.org/0000-0002-5789-9841","observed_orcids":["https://orcid.org/0000-0002-5789-9841"]},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gregg Gonsalves","raw_affiliation_strings":["Public Health Modeling Unit, Department of the Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, United States"],"raw_orcid":"https://orcid.org/0000-0002-5789-9841","affiliations":[{"raw_affiliation_string":"Public Health Modeling Unit, Department of the Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, United States","institution_ids":["https://openalex.org/I32971472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5047954147"],"corresponding_institution_ids":["https://openalex.org/I32971472"],"apc_list":{"value":2800,"currency":"USD","value_usd":2800},"apc_paid":{"value":2800,"currency":"USD","value_usd":2800},"fwci":0.4116,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58329188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"e39754","last_page":"e39754"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11754","display_name":"SARS-CoV-2 detection and testing","score":0.44510000944137573,"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"}},"topics":[{"id":"https://openalex.org/T11754","display_name":"SARS-CoV-2 detection and testing","score":0.44510000944137573,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.31839999556541443,"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"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.20679999887943268,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sars-cov-2","display_name":"SARS-CoV-2","score":0.8930000066757202},{"id":"https://openalex.org/keywords/bandit-algorithms","display_name":"bandit algorithms","score":0.9110000133514404},{"id":"https://openalex.org/keywords/thompson-sampling","display_name":"Thompson sampling","score":0.9950000047683716},{"id":"https://openalex.org/keywords/bayesian-search","display_name":"Bayesian search","score":0.6259999871253967},{"id":"https://openalex.org/keywords/community-based-testing","display_name":"community-based testing","score":0.4699999988079071},{"id":"https://openalex.org/keywords/underserved-populations","display_name":"underserved populations","score":0.6940000057220459},{"id":"https://openalex.org/keywords/african-american-residents","display_name":"African American residents","score":0.47200000286102295},{"id":"https://openalex.org/keywords/columbus-ohio","display_name":"Columbus, Ohio","score":0.8159999847412109},{"id":"https://openalex.org/keywords/rapid-antigen-test","display_name":"rapid antigen test","score":0.6470000147819519},{"id":"https://openalex.org/keywords/urban-public-health","display_name":"urban public health","score":0.47099998593330383},{"id":"https://openalex.org/keywords/feasibility-study","display_name":"feasibility study","score":0.36000001430511475},{"id":"https://openalex.org/keywords/transmission-hotspots","display_name":"transmission hotspots","score":0.3569999933242798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5395734310150146},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.5293408632278442},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.471542626619339},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4189664125442505},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.4161908030509949},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20828616619110107},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.1878054141998291},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.11234143376350403},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"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}],"mesh":[{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086742","descriptor_name":"COVID-19 Testing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005240","descriptor_name":"Feasibility Studies","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}],"locations_count":5,"locations":[{"id":"doi:10.2196/39754","doi":"https://doi.org/10.2196/39754","is_oa":true,"landing_page_url":"https://doi.org/10.2196/39754","pdf_url":"https://publichealth.jmir.org/2023/1/e39754/PDF","source":{"id":"https://openalex.org/S2764507669","display_name":"JMIR Public Health and Surveillance","issn_l":"2369-2960","issn":["2369-2960"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320608","host_organization_name":"JMIR Publications","host_organization_lineage":["https://openalex.org/P4310320608"],"host_organization_lineage_names":["JMIR Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Public Health and Surveillance","raw_type":"journal-article"},{"id":"doi:10.2196/preprints.39754","doi":"https://doi.org/10.2196/preprints.39754","is_oa":true,"landing_page_url":"https://doi.org/10.2196/preprints.39754","pdf_url":null,"source":null,"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":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:10430782","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10430782","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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Public Health Surveill","raw_type":"Text"},{"id":"pmid:37581924","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37581924","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,"listed_in":[],"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":"JMIR public health and surveillance","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:84d0274bf1ba442ca9be01711ff97222","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/84d0274bf1ba442ca9be01711ff97222","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,"listed_in":[],"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":"JMIR Public Health and Surveillance, Vol 9, p e39754 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2196/39754","doi":"https://doi.org/10.2196/39754","is_oa":true,"landing_page_url":"https://doi.org/10.2196/39754","pdf_url":"https://publichealth.jmir.org/2023/1/e39754/PDF","source":{"id":"https://openalex.org/S2764507669","display_name":"JMIR Public Health and Surveillance","issn_l":"2369-2960","issn":["2369-2960"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320608","host_organization_name":"JMIR Publications","host_organization_lineage":["https://openalex.org/P4310320608"],"host_organization_lineage_names":["JMIR Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Public Health and Surveillance","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G316364202","display_name":null,"funder_award_id":"DP2-DA049282","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G8768743412","display_name":"Novel, Adaptive Approaches to Predicting and Responding to Outbreaks of Overdose, HIV and HCV Among People Who Use Drugs","funder_award_id":"1dp2da049282-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G9000905448","display_name":"Yale Clinical and Translational Science Award","funder_award_id":"UL1TR001863","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G9000918128","display_name":"Making Better Decisions: Policy Modeling for AIDS and Drug Abuse","funder_award_id":"R37DA015612","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"}],"funders":[{"id":"https://openalex.org/F4320308380","display_name":"Yale University","ror":"https://ror.org/03v76x132"},{"id":"https://openalex.org/F4320309374","display_name":"Ohio State University","ror":"https://ror.org/00rs6vg23"},{"id":"https://openalex.org/F4320313784","display_name":"Ohio Department of Health","ror":"https://ror.org/0436zyg08"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4380788747.pdf","grobid_xml":"https://content.openalex.org/works/W4380788747.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2039522160","https://openalex.org/W2082546833","https://openalex.org/W2130527179","https://openalex.org/W2736498445","https://openalex.org/W2857779632","https://openalex.org/W2888176053","https://openalex.org/W3022903626","https://openalex.org/W3080450849","https://openalex.org/W3084476656","https://openalex.org/W3118632229","https://openalex.org/W3139501103","https://openalex.org/W3161100310","https://openalex.org/W3168577360","https://openalex.org/W3214495208","https://openalex.org/W4200126403","https://openalex.org/W4200234731","https://openalex.org/W4205718943","https://openalex.org/W4205854655","https://openalex.org/W4220784760","https://openalex.org/W4299588907","https://openalex.org/W4302763546","https://openalex.org/W4306247737","https://openalex.org/W4306247872","https://openalex.org/W4308032786","https://openalex.org/W4360603378"],"related_works":["https://openalex.org/W3168577360","https://openalex.org/W3117369742","https://openalex.org/W4378806833","https://openalex.org/W4402792669","https://openalex.org/W3042582467","https://openalex.org/W6941384496","https://openalex.org/W3045610370","https://openalex.org/W6931740028","https://openalex.org/W3044784254","https://openalex.org/W3133820590"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1,140,195,237],"Flexible":[2],"Adaptive":[3],"Algorithmic":[4],"Surveillance":[5],"Testing":[6],"(FAAST)":[7],"program":[8],"represents":[9,422],"an":[10,45,280,401],"innovative":[11],"approach":[12],"for":[13,37,91,148,185,418],"improving":[14],"the":[15,33,81,96,116,119,123,158,163,202,207,212,224,275,311,323,339,342,346,360,369,373,409,428,435],"detection":[16,225,436],"of":[17,20,35,55,112,121,166,169,175,205,219,226,229,283,335,341,348,353,362,372,413,416,430,437,440],"new":[18,167,227,336],"cases":[19,125,168,228,349,439],"infectious":[21],"disease;":[22],"it":[23],"is":[24,44,80,151,160,408],"deployed":[25,399],"here":[26],"to":[27,66,74,103,109,136,143,161,222,307,314,330,368],"screen":[28],"and":[29,48,73,211,252,262,271,289,301,421,442],"diagnose":[30],"SARS-CoV-2.":[31],"With":[32],"advent":[34],"treatment":[36],"COVID-19,":[38],"finding":[39],"individuals":[40],"infected":[41],"with":[42,118,279,332,359],"SARS-CoV-2":[43,113,146,170,230,441],"urgent":[46],"clinical":[47],"public":[49],"health":[50],"priority.":[51],"While":[52],"these":[53,365,414],"kinds":[54,415],"Bayesian":[56,85,106,324],"search":[57,107,325],"algorithms":[58,221,417],"are":[59],"used":[60,90,142],"widely":[61],"in":[62,70,76,95,115,131,156,231,235,377,400,426,433],"other":[63,443],"settings":[64],"(eg,":[65],"find":[67],"downed":[68],"aircraft,":[69],"submarine":[71],"recovery,":[72],"aid":[75],"oil":[77],"exploration),":[78],"this":[79,149,232],"first":[82,410],"time":[83,127],"that":[84,293,387],"adaptive":[86],"approaches":[87],"have":[88],"been":[89],"active":[92],"disease":[93,419],"surveillance":[94,420],"field.":[97],"OBJECTIVE:":[98],"This":[99,384],"study's":[100],"objective":[101],"was":[102],"evaluate":[104],"a":[105,173,217,290,388,393,405,423],"algorithm":[108,141,326,343,395],"target":[110],"hotspots":[111],"transmission":[114],"community":[117,253,263],"goal":[120],"detecting":[122],"most":[124],"over":[126,295],"across":[128],"multiple":[129],"locations":[130,177,331],"Columbus,":[132],"Ohio,":[133],"from":[134,181],"August":[135],"October":[137],"2021.":[138,236],"METHODS:":[139],"direct":[144],"pop-up":[145,240,312,389],"testing":[147,176,187,242,277,328,379,390],"project":[150],"based":[152,178],"on":[153,179],"Thompson":[154],"sampling,":[155],"which":[157,378],"aim":[159],"maximize":[162,223],"average":[164,282,292],"number":[165],"diagnosed":[171],"among":[172,350],"set":[174],"sampling":[180],"prior":[182],"probability":[183],"distributions":[184],"each":[186],"site.":[188],"An":[189],"academic-governmental":[190],"partnership":[191],"between":[192,269],"Yale":[193],"University,":[194,198,201],"Ohio":[196,203,208,233],"State":[197],"Wake":[199],"Forest":[200],"Department":[204],"Health,":[206],"National":[209],"Guard,":[210],"Columbus":[213,246],"Metropolitan":[214],"Libraries":[215],"conducted":[216,268,286],"study":[218,385],"bandit":[220,394],"city":[234],"initiative":[238],"established":[239],"COVID-19":[241],"sites":[243,313,380],"at":[244,274],"13":[245],"locations,":[247],"including":[248],"library":[249],"branches,":[250],"recreational":[251],"centers,":[254,261],"movie":[255],"theaters,":[256],"homeless":[257],"shelters,":[258],"family":[259],"services":[260],"event":[264,288],"sites.":[265],"Our":[266],"team":[267],"0":[270],"56":[272],"tests":[273,285],"16":[276],"events,":[278],"overall":[281],"25.3":[284],"per":[287],"moving":[291],"increased":[294],"time.":[296],"Small":[297],"incentives-including":[298],"gift":[299],"cards":[300],"take-home":[302],"rapid":[303],"antigen":[304],"tests-were":[305],"offered":[306],"those":[308],"who":[309],"approached":[310],"encourage":[315],"their":[316,431],"participation.":[317],"RESULTS:":[318],"Over":[319],"time,":[320],"as":[321,446],"expected,":[322],"directed":[327],"efforts":[329],"higher":[333],"yields":[334],"diagnoses.":[337],"Surprisingly,":[338],"use":[340,412,432],"also":[344],"maximized":[345],"identification":[347],"minority":[351],"residents":[352],"underserved":[354],"communities,":[355],"particularly":[356],"African":[357],"Americans,":[358],"pool":[361],"participants":[363],"overrepresenting":[364],"people":[366],"relative":[367],"demographic":[370],"profile":[371],"local":[374],"zip":[375],"code":[376],"were":[381],"located.":[382],"CONCLUSIONS:":[383],"demonstrated":[386],"strategy":[391],"using":[392],"can":[396],"be":[397],"feasibly":[398],"urban":[402],"setting":[403],"during":[404],"pandemic.":[406],"It":[407],"real-world":[411],"key":[424],"step":[425],"evaluating":[427],"effectiveness":[429],"maximizing":[434],"undiagnosed":[438],"infections,":[444],"such":[445],"HIV.":[447]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2023-06-16T00:00:00"}
