{"id":"https://openalex.org/W2951348770","doi":"https://doi.org/10.1093/jamia/ocz070","title":"Network context matters: graph convolutional network model over social networks improves the detection of unknown HIV infections among young men who have sex with men","display_name":"Network context matters: graph convolutional network model over social networks improves the detection of unknown HIV infections among young men who have sex with men","publication_year":2019,"publication_date":"2019-04-28","ids":{"openalex":"https://openalex.org/W2951348770","doi":"https://doi.org/10.1093/jamia/ocz070","mag":"2951348770","pmid":"https://pubmed.ncbi.nlm.nih.gov/31197365"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocz070","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocz070","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6798573","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100666554","display_name":"Yang Xiang","orcid":"https://orcid.org/0000-0001-5252-0831"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Xiang","raw_affiliation_strings":["School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA","School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA,"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA,","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045897236","display_name":"Kayo Fujimoto","orcid":"https://orcid.org/0000-0002-8445-2711"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kayo Fujimoto","raw_affiliation_strings":["Department of Health Promotion & Behavioral Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, Texas, USA","Department of Health Promotion & Behavioral Sciences, School of Public Health, University of Texas Health Science Center at Houston, Hous-ton, Texas, USA,"],"affiliations":[{"raw_affiliation_string":"Department of Health Promotion & Behavioral Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, Texas, USA","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"Department of Health Promotion & Behavioral Sciences, School of Public Health, University of Texas Health Science Center at Houston, Hous-ton, Texas, USA,","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011335669","display_name":"John A. Schneider","orcid":"https://orcid.org/0000-0002-7870-5639"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]},{"id":"https://openalex.org/I169222155","display_name":"Chicago Department of Public Health","ror":"https://ror.org/045v7ay82","country_code":"US","type":"government","lineage":["https://openalex.org/I169222155"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Schneider","raw_affiliation_strings":["Chicago Center for HIV Elimination, University of Chicago, Chicago, Illinois, USA","Departments of Medicine and Public Health Sciences, University of Chicago, Chicago, Illinois, USA","Departments of Medicine and Public Health Sciences, University of Chicago, Chicago, Illinois, USA,","Chicago Center for HIV Elimination, University of Chicago, Chicago, Illinois, USA, and"],"affiliations":[{"raw_affiliation_string":"Chicago Center for HIV Elimination, University of Chicago, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"Departments of Medicine and Public Health Sciences, University of Chicago, Chicago, Illinois, USA","institution_ids":["https://openalex.org/I169222155","https://openalex.org/I40347166"]},{"raw_affiliation_string":"Departments of Medicine and Public Health Sciences, University of Chicago, Chicago, Illinois, USA,","institution_ids":["https://openalex.org/I169222155","https://openalex.org/I40347166"]},{"raw_affiliation_string":"Chicago Center for HIV Elimination, University of Chicago, Chicago, Illinois, USA, and","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080618211","display_name":"Yuxi Jia","orcid":"https://orcid.org/0000-0002-6501-3828"},"institutions":[{"id":"https://openalex.org/I4210136497","display_name":"Jilin Medical University","ror":"https://ror.org/03mzw7781","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136497"]},{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]},{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yuxi Jia","raw_affiliation_strings":["Department of Medical Informatics, School of Public Health, Jilin University, Jilin, China","School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA","School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA,"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, School of Public Health, Jilin University, Jilin, China","institution_ids":["https://openalex.org/I4210136497","https://openalex.org/I194450716"]},{"raw_affiliation_string":"School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA,","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012354604","display_name":"Degui Zhi","orcid":"https://orcid.org/0000-0001-7754-1890"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Degui Zhi","raw_affiliation_strings":["School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA","School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA,"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA,","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076058129","display_name":"Cui Tao","orcid":"https://orcid.org/0000-0002-4267-1924"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cui Tao","raw_affiliation_strings":["School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA","School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA,"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, Texas, USA,","institution_ids":["https://openalex.org/I919571938"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5076058129"],"corresponding_institution_ids":["https://openalex.org/I919571938"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":1.7569,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84557812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"26","issue":"11","first_page":"1263","last_page":"1271"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11860","display_name":"HIV, Drug Use, Sexual Risk","score":0.9994999766349792,"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/T11860","display_name":"HIV, Drug Use, Sexual Risk","score":0.9994999766349792,"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/T10082","display_name":"HIV/AIDS Research and Interventions","score":0.9994000196456909,"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/T10112","display_name":"HIV Research and Treatment","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2406","display_name":"Virology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6458033919334412},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6131236553192139},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5976665616035461},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5926384925842285},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5677175521850586},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5479644536972046},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5322226285934448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5022904872894287},{"id":"https://openalex.org/keywords/men-who-have-sex-with-men","display_name":"Men who have sex with men","score":0.4583991467952728},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.45020735263824463},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.410847932100296},{"id":"https://openalex.org/keywords/human-immunodeficiency-virus","display_name":"Human immunodeficiency virus (HIV)","score":0.30045488476753235},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.22555851936340332},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2062799036502838},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.10841032862663269},{"id":"https://openalex.org/keywords/immunology","display_name":"Immunology","score":0.10649585723876953},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09200048446655273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6458033919334412},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6131236553192139},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5976665616035461},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5926384925842285},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5677175521850586},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5479644536972046},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5322226285934448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5022904872894287},{"id":"https://openalex.org/C2776939746","wikidata":"https://www.wikidata.org/wiki/Q853451","display_name":"Men who have sex with men","level":4,"score":0.4583991467952728},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.45020735263824463},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.410847932100296},{"id":"https://openalex.org/C3013748606","wikidata":"https://www.wikidata.org/wiki/Q15787","display_name":"Human immunodeficiency virus (HIV)","level":2,"score":0.30045488476753235},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.22555851936340332},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2062799036502838},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.10841032862663269},{"id":"https://openalex.org/C203014093","wikidata":"https://www.wikidata.org/wiki/Q101929","display_name":"Immunology","level":1,"score":0.10649585723876953},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09200048446655273},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2776983459","wikidata":"https://www.wikidata.org/wiki/Q41083","display_name":"Syphilis","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012747","descriptor_name":"Sexual Partners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012747","descriptor_name":"Sexual Partners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012747","descriptor_name":"Sexual Partners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D015658","descriptor_name":"HIV Infections","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018451","descriptor_name":"Homosexuality, Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018451","descriptor_name":"Homosexuality, Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018451","descriptor_name":"Homosexuality, Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018562","descriptor_name":"Disease Transmission, Infectious","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018562","descriptor_name":"Disease Transmission, Infectious","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018562","descriptor_name":"Disease Transmission, Infectious","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060756","descriptor_name":"Social Networking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060756","descriptor_name":"Social Networking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060756","descriptor_name":"Social Networking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocz070","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocz070","pdf_url":null,"source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:31197365","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31197365","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 the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:6798573","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6798573","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:6798573","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6798573","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1413019591","display_name":null,"funder_award_id":"1R01AI130460","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2258437899","display_name":null,"funder_award_id":"1R01MH100021","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2299316025","display_name":null,"funder_award_id":"1R01DA039934","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3237115699","display_name":null,"funder_award_id":"R01AI130460","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6684561835","display_name":null,"funder_award_id":"DA0399","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G715231536","display_name":null,"funder_award_id":"R01MH100021","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7435482181","display_name":null,"funder_award_id":"R01LM011829","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8374060223","display_name":null,"funder_award_id":"R01DA039934","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2237036","https://openalex.org/W273955616","https://openalex.org/W935065379","https://openalex.org/W1501856433","https://openalex.org/W1999307320","https://openalex.org/W2017004493","https://openalex.org/W2033084844","https://openalex.org/W2038141866","https://openalex.org/W2090951895","https://openalex.org/W2101234009","https://openalex.org/W2116341502","https://openalex.org/W2127800791","https://openalex.org/W2133306133","https://openalex.org/W2142645441","https://openalex.org/W2152845061","https://openalex.org/W2163605009","https://openalex.org/W2164713644","https://openalex.org/W2286279742","https://openalex.org/W2293634267","https://openalex.org/W2400727119","https://openalex.org/W2526801774","https://openalex.org/W2597630956","https://openalex.org/W2792727145","https://openalex.org/W2964015378","https://openalex.org/W2964113829","https://openalex.org/W4285719527","https://openalex.org/W6600097120","https://openalex.org/W6610017368","https://openalex.org/W6630044934","https://openalex.org/W6654999770","https://openalex.org/W6675354045","https://openalex.org/W6684191040","https://openalex.org/W6685350579","https://openalex.org/W6696934422","https://openalex.org/W6713060120","https://openalex.org/W6726873649"],"related_works":["https://openalex.org/W2944292463","https://openalex.org/W3014252901","https://openalex.org/W2188759683","https://openalex.org/W2794896638","https://openalex.org/W4317376680","https://openalex.org/W4360777922","https://openalex.org/W2891633941","https://openalex.org/W3202800081","https://openalex.org/W2126947069","https://openalex.org/W3101614107"],"abstract_inverted_index":{"Network":[0],"context":[1],"is":[2],"a":[3,34],"necessary":[4],"component":[5],"in":[6,25],"modeling":[7],"infectious":[8],"disease":[9],"transmissions":[10],"such":[11],"as":[12],"HIV.":[13],"GCN,":[14],"when":[15],"combined":[16],"with":[17],"traditional":[18],"machine":[19],"learning":[20],"approaches,":[21],"achieved":[22],"promising":[23],"performance":[24],"detecting":[26],"previously":[27],"unknown":[28],"HIV":[29,40],"infections,":[30],"which":[31],"may":[32],"provide":[33],"useful":[35],"tool":[36],"for":[37],"combatting":[38],"the":[39],"epidemic.":[41]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
