{"id":"https://openalex.org/W3009978733","doi":"https://doi.org/10.1055/s-0040-1702214","title":"Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data","display_name":"Detecting Social and Behavioral Determinants of Health with Structured and Free-Text Clinical Data","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3009978733","doi":"https://doi.org/10.1055/s-0040-1702214","mag":"3009978733","pmid":"https://pubmed.ncbi.nlm.nih.gov/32131117"},"language":"en","primary_location":{"id":"doi:10.1055/s-0040-1702214","is_oa":true,"landing_page_url":"https://doi.org/10.1055/s-0040-1702214","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0040-1702214.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0040-1702214.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053171618","display_name":"Daniel J. Feller","orcid":"https://orcid.org/0000-0002-7924-0562"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel J. Feller","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, New York, New York, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, New York, New York, United States","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012523508","display_name":"Oliver J. Bear Don\u2019t Walk","orcid":"https://orcid.org/0000-0003-4310-9279"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Oliver J. Bear Don't Walk IV","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, New York, New York, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, New York, New York, United States","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012285335","display_name":"Jason Zucker","orcid":"https://orcid.org/0000-0001-6987-6412"},"institutions":[{"id":"https://openalex.org/I2799503643","display_name":"Columbia University Irving Medical Center","ror":"https://ror.org/01esghr10","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799503643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Zucker","raw_affiliation_strings":["Division of Infectious Diseases, Department of Internal Medicine, Columbia University Irving Medical Center, New York, New York, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Department of Internal Medicine, Columbia University Irving Medical Center, New York, New York, United States","institution_ids":["https://openalex.org/I2799503643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023944760","display_name":"Michael T. Yin","orcid":"https://orcid.org/0000-0002-9346-9056"},"institutions":[{"id":"https://openalex.org/I2799503643","display_name":"Columbia University Irving Medical Center","ror":"https://ror.org/01esghr10","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799503643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael T. Yin","raw_affiliation_strings":["Division of Infectious Diseases, Department of Internal Medicine, Columbia University Irving Medical Center, New York, New York, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Department of Internal Medicine, Columbia University Irving Medical Center, New York, New York, United States","institution_ids":["https://openalex.org/I2799503643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103092325","display_name":"Peter C. Gordon","orcid":"https://orcid.org/0000-0002-5845-0763"},"institutions":[{"id":"https://openalex.org/I2799503643","display_name":"Columbia University Irving Medical Center","ror":"https://ror.org/01esghr10","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799503643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Gordon","raw_affiliation_strings":["Division of Infectious Diseases, Department of Internal Medicine, Columbia University Irving Medical Center, New York, New York, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Infectious Diseases, Department of Internal Medicine, Columbia University Irving Medical Center, New York, New York, United States","institution_ids":["https://openalex.org/I2799503643"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047270546","display_name":"No\u00e9mie Elhadad","orcid":"https://orcid.org/0000-0001-9721-5240"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"No\u00e9mie Elhadad","raw_affiliation_strings":["Department of Biomedical Informatics, Columbia University, New York, New York, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Columbia University, New York, New York, United States","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.8942,"has_fulltext":true,"cited_by_count":93,"citation_normalized_percentile":{"value":0.98927973,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":"01","first_page":"172","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11610","display_name":"Food Security and Health in Diverse Populations","score":0.5871000289916992,"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"}},"topics":[{"id":"https://openalex.org/T11610","display_name":"Food Security and Health in Diverse Populations","score":0.5871000289916992,"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"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.12399999797344208,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12246","display_name":"Chronic Disease Management Strategies","score":0.024800000712275505,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.8314034938812256},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5756159424781799},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.4738876223564148},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.4634304940700531},{"id":"https://openalex.org/keywords/sexual-orientation","display_name":"Sexual orientation","score":0.45785650610923767},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.452802449464798},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.43603426218032837},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4195817708969116},{"id":"https://openalex.org/keywords/transgender","display_name":"Transgender","score":0.41688403487205505},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4032074511051178},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37474334239959717},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3593626320362091},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33089715242385864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32755929231643677},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.23322302103042603},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1288447380065918}],"concepts":[{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.8314034938812256},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5756159424781799},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.4738876223564148},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.4634304940700531},{"id":"https://openalex.org/C2777997956","wikidata":"https://www.wikidata.org/wiki/Q17888","display_name":"Sexual orientation","level":2,"score":0.45785650610923767},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.452802449464798},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.43603426218032837},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4195817708969116},{"id":"https://openalex.org/C2779671885","wikidata":"https://www.wikidata.org/wiki/Q189125","display_name":"Transgender","level":2,"score":0.41688403487205505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4032074511051178},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37474334239959717},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3593626320362091},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33089715242385864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32755929231643677},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.23322302103042603},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1288447380065918},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004282","descriptor_name":"Documentation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012919","descriptor_name":"Social Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012919","descriptor_name":"Social Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012919","descriptor_name":"Social Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060145","descriptor_name":"Text Messaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060145","descriptor_name":"Text Messaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060145","descriptor_name":"Text Messaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1055/s-0040-1702214","is_oa":true,"landing_page_url":"https://doi.org/10.1055/s-0040-1702214","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0040-1702214.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},{"id":"pmid:32131117","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32131117","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":"Applied clinical informatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7056402","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7056402","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":"Appl Clin Inform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1055/s-0040-1702214","is_oa":true,"landing_page_url":"https://doi.org/10.1055/s-0040-1702214","pdf_url":"http://www.thieme-connect.de/products/ejournals/pdf/10.1055/s-0040-1702214.pdf","source":{"id":"https://openalex.org/S187139995","display_name":"Applied Clinical Informatics","issn_l":"1869-0327","issn":["1869-0327"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320000","host_organization_name":"Thieme Medical Publishers (Germany)","host_organization_lineage":["https://openalex.org/P4310320000"],"host_organization_lineage_names":["Thieme Medical Publishers (Germany)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Clinical Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G2215360740","display_name":null,"funder_award_id":"T32AI007531","funder_id":"https://openalex.org/F4320337355","funder_display_name":"National Institute of Allergy and Infectious Diseases"},{"id":"https://openalex.org/G3635115262","display_name":null,"funder_award_id":"R01 GM114355","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G4067844156","display_name":null,"funder_award_id":"T15 LM007079","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"},{"id":"https://openalex.org/F4320337355","display_name":"National Institute of Allergy and Infectious Diseases","ror":"https://ror.org/043z4tv69"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W80806992","https://openalex.org/W136617313","https://openalex.org/W161831236","https://openalex.org/W2016358676","https://openalex.org/W2043749477","https://openalex.org/W2072399290","https://openalex.org/W2083970278","https://openalex.org/W2101234009","https://openalex.org/W2109206523","https://openalex.org/W2110866393","https://openalex.org/W2113501338","https://openalex.org/W2119033610","https://openalex.org/W2146408445","https://openalex.org/W2151654631","https://openalex.org/W2156446720","https://openalex.org/W2329568535","https://openalex.org/W2404901863","https://openalex.org/W2413868409","https://openalex.org/W2429616392","https://openalex.org/W2515945811","https://openalex.org/W2557060223","https://openalex.org/W2596821164","https://openalex.org/W2604709793","https://openalex.org/W2618866962","https://openalex.org/W2619585391","https://openalex.org/W2677802257","https://openalex.org/W2729968666","https://openalex.org/W2742246589","https://openalex.org/W2755642596","https://openalex.org/W2767113642","https://openalex.org/W2769629665","https://openalex.org/W2795652500","https://openalex.org/W2796212360","https://openalex.org/W2799451942","https://openalex.org/W2804519870","https://openalex.org/W2807015760","https://openalex.org/W2906005328","https://openalex.org/W2925863688","https://openalex.org/W2937845937","https://openalex.org/W2941900633","https://openalex.org/W2947577769","https://openalex.org/W2958057146","https://openalex.org/W2963180158","https://openalex.org/W2998340908","https://openalex.org/W3025406905","https://openalex.org/W3098949126","https://openalex.org/W4312214915","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W3206807531","https://openalex.org/W338913515","https://openalex.org/W3014514787","https://openalex.org/W2903083518","https://openalex.org/W4286375426","https://openalex.org/W2920793196","https://openalex.org/W2192493517","https://openalex.org/W3003513550","https://openalex.org/W4210842557","https://openalex.org/W2795764450"],"abstract_inverted_index":{"BACKGROUND:":[0],"Social":[1],"and":[2,10,18,36,75,90,98,128,143,145,202,219,239,256,268,292],"behavioral":[3,11],"determinants":[4],"of":[5,68,72,87,110,121,165,221,227,232,241],"health":[6,33],"(SBDH)":[7],"are":[8,28],"environmental":[9],"factors":[12,79],"that":[13,46,216,263],"often":[14],"impede":[15],"disease":[16],"management":[17],"result":[19],"in":[20,31,40,51,59,80,113,275],"sexually":[21],"transmitted":[22],"infections.":[23],"Despite":[24],"their":[25],"importance,":[26],"SBDH":[27,58,73,77,111,156,166,188,223,229,237,244,278,282,288],"inconsistently":[29],"documented":[30],"electronic":[32],"records":[34],"(EHRs)":[35],"typically":[37],"collected":[38],"only":[39],"an":[41,151],"unstructured":[42],"format.":[43],"Evidence":[44],"suggests":[45],"structured":[47,91,140,146,257,269],"data":[48,141,147,270],"elements":[49],"present":[50],"EHRs":[52],"can":[53],"contribute":[54],"further":[55],"to":[56,100,106,205],"identify":[57],"the":[60,65,70,84,108,163,177,272],"patient":[61,81,114,119,187,228,243,277,281],"record.":[62],"OBJECTIVE:":[63],"Explore":[64],"automated":[66],"inference":[67,226],"both":[69,253],"presence":[71,109,164],"documentation":[74,112,167,220,238],"individual":[76],"risk":[78,157,189],"records.":[82],"Compare":[83],"relative":[85],"ability":[86],"clinical":[88,137,254,265],"notes":[89,138,144,255,267],"EHR":[92],"data,":[93],"such":[94],"as":[95,116,118,176],"laboratory":[96],"measurements":[97],"diagnoses,":[99],"support":[101],"inference.":[102],"METHODS:":[103],"We":[104,131,149],"attempt":[105],"infer":[107],"records,":[115],"well":[117],"status":[120,204,224,245,283],"11":[122,242],"SBDH,":[123],"including":[124],"alcohol":[125],"abuse,":[126],"homelessness,":[127],"sexual":[129],"orientation.":[130],"compare":[132],"classification":[133],"performance":[134,170,249],"when":[135,250],"considering":[136],"only,":[139,142],"together.":[148],"perform":[150],"error":[152],"analysis":[153,214],"across":[154],"several":[155],"factors.":[158],"RESULTS:":[159],"Classification":[160],"models":[161,185],"inferring":[162,186,235],"achieved":[168,247],"good":[169],"(F1":[171],"score:":[172],"92.7-78.7;":[173],"F1":[174,194,206],"considered":[175],"primary":[178],"evaluation":[179],"metric).":[180],"Performance":[181],"was":[182],"variable":[183],"for":[184,197,209],"status;":[190],"results":[191],"ranged":[192],"from":[193],"=":[195,207],"82.7":[196],"LGBT":[198],"(lesbian,":[199],"gay,":[200],"bisexual,":[201],"transgender)":[203],"28.5":[208],"intravenous":[210],"drug":[211],"use.":[212],"Error":[213],"demonstrated":[215],"lexical":[217,294],"diversity":[218],"historical":[222],"challenge":[225],"status.":[230,279],"Three":[231],"five":[233],"classifiers":[234,246],"topic-specific":[236],"10":[240],"highest":[248],"trained":[251],"using":[252],"data.":[258],"CONCLUSION:":[259],"Our":[260],"findings":[261],"suggest":[262],"combining":[264],"free-text":[266],"provide":[271],"best":[273],"approach":[274],"classifying":[276],"Inferring":[280],"is":[284],"most":[285],"challenging":[286],"among":[287],"with":[289],"low":[290],"prevalence":[291],"high":[293],"diversity.":[295]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
