{"id":"https://openalex.org/W3094429342","doi":"https://doi.org/10.1007/s10916-020-01667-7","title":"Come What May, Digital Health Technologies Will Never Be Able to Predict the Emergence of Unknown Viruses and Microorganisms with any Degree of Certainty","display_name":"Come What May, Digital Health Technologies Will Never Be Able to Predict the Emergence of Unknown Viruses and Microorganisms with any Degree of Certainty","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3094429342","doi":"https://doi.org/10.1007/s10916-020-01667-7","mag":"3094429342","pmid":"https://pubmed.ncbi.nlm.nih.gov/33083890"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-020-01667-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-020-01667-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10916-020-01667-7.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"type":"letter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10916-020-01667-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030012542","display_name":"Arni S. R. Srinivasa Rao","orcid":"https://orcid.org/0000-0003-3685-6989"},"institutions":[{"id":"https://openalex.org/I25041050","display_name":"Augusta University","ror":"https://ror.org/012mef835","country_code":"US","type":"education","lineage":["https://openalex.org/I25041050"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arni S. R. Srinivasa Rao","raw_affiliation_strings":["Department of Mathematics, Augusta University, Augusta, GA, 30912, USA. arrao@augusta.edu","Health Economics and Modeling, Medical College of Georgia, Augusta, GA, USA. arrao@augusta.edu","Laboratory for Theory and Mathematical Modeling, Division of Infectious Disease Methodology, Medical College of Georgia, Augusta, GA, USA. arrao@augusta.edu","Health Economics and Modeling, Medical College of Georgia, Augusta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Augusta University, Augusta, GA, 30912, USA. arrao@augusta.edu","institution_ids":[]},{"raw_affiliation_string":"Health Economics and Modeling, Medical College of Georgia, Augusta, GA, USA. arrao@augusta.edu","institution_ids":[]},{"raw_affiliation_string":"Laboratory for Theory and Mathematical Modeling, Division of Infectious Disease Methodology, Medical College of Georgia, Augusta, GA, USA. arrao@augusta.edu","institution_ids":[]},{"raw_affiliation_string":"Health Economics and Modeling, Medical College of Georgia, Augusta, GA, USA","institution_ids":["https://openalex.org/I25041050"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068741053","display_name":"Steven G. Krantz","orcid":"https://orcid.org/0000-0003-0902-2014"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven G. Krantz","raw_affiliation_strings":["Department of Mathematics, Washington University in St. Louis, Campus Box 1146, One Brookings Drive, MO, 63130, St. Louis, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Washington University in St. Louis, Campus Box 1146, One Brookings Drive, MO, 63130, St. Louis, USA","institution_ids":["https://openalex.org/I204465549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030012542"],"corresponding_institution_ids":["https://openalex.org/I25041050"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17599181,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":"12","first_page":"201","last_page":"201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9832000136375427,"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"}},"topics":[{"id":"https://openalex.org/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9832000136375427,"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":0.9437000155448914,"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/T11581","display_name":"Viral Infections and Outbreaks Research","score":0.9199000000953674,"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/degree","display_name":"Degree (music)","score":0.6840198040008545},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.6754161715507507},{"id":"https://openalex.org/keywords/certainty","display_name":"Certainty","score":0.6643314957618713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5033532977104187},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36572057008743286},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.310080349445343},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.3020978569984436},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2297796905040741},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.14553987979888916},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09008175134658813}],"concepts":[{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.6840198040008545},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.6754161715507507},{"id":"https://openalex.org/C7493553","wikidata":"https://www.wikidata.org/wiki/Q1520777","display_name":"Certainty","level":2,"score":0.6643314957618713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5033532977104187},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36572057008743286},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.310080349445343},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.3020978569984436},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2297796905040741},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.14553987979888916},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09008175134658813},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D006266","descriptor_name":"Health Education","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006266","descriptor_name":"Health Education","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006266","descriptor_name":"Health Education","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":"D014780","descriptor_name":"Viruses","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014780","descriptor_name":"Viruses","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014780","descriptor_name":"Viruses","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10916-020-01667-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-020-01667-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10916-020-01667-7.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:33083890","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33083890","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":"Journal of medical systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7575412","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7575412","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Med Syst","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10916-020-01667-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-020-01667-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10916-020-01667-7.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310607","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094429342.pdf","grobid_xml":"https://content.openalex.org/works/W3094429342.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W607505555","https://openalex.org/W1822648038","https://openalex.org/W2174037068","https://openalex.org/W2501778446","https://openalex.org/W2806834952","https://openalex.org/W2963454409","https://openalex.org/W3001433048","https://openalex.org/W3004039017","https://openalex.org/W3022885394","https://openalex.org/W4236362309","https://openalex.org/W4239917801"],"related_works":["https://openalex.org/W2418227039","https://openalex.org/W2387971622","https://openalex.org/W2552404713","https://openalex.org/W2141935323","https://openalex.org/W4380684963","https://openalex.org/W4248671430","https://openalex.org/W2073564825","https://openalex.org/W2046591752","https://openalex.org/W3171719212","https://openalex.org/W2282584967"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2020-10-29T00:00:00"}
