{"id":"https://openalex.org/W4413138097","doi":"https://doi.org/10.1093/jamia/ocaf135","title":"Examining housing insecurity and transportation barriers in pediatric hospital readmissions: insights from structured and unstructured data","display_name":"Examining housing insecurity and transportation barriers in pediatric hospital readmissions: insights from structured and unstructured data","publication_year":2025,"publication_date":"2025-08-01","ids":{"openalex":"https://openalex.org/W4413138097","doi":"https://doi.org/10.1093/jamia/ocaf135","pmid":"https://pubmed.ncbi.nlm.nih.gov/40814956"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaf135","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf135","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043338440","display_name":"Shivani Mehta","orcid":"https://orcid.org/0000-0002-1417-6694"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shivani Mehta","raw_affiliation_strings":["Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States"],"raw_orcid":"https://orcid.org/0000-0002-1417-6694","affiliations":[{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017945923","display_name":"William Brown","orcid":"https://orcid.org/0000-0003-4322-4859"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]},{"id":"https://openalex.org/I2800736834","display_name":"San Francisco AIDS Foundation","ror":"https://ror.org/04abvbp84","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2800736834"]},{"id":"https://openalex.org/I76766440","display_name":"University of San Francisco","ror":"https://ror.org/029m7xn54","country_code":"US","type":"education","lineage":["https://openalex.org/I76766440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Brown","raw_affiliation_strings":["Bakar Computational Health Science Institute, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","Center for Digital Health Innovation, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","Center for Vulnerable Populations, University of California, San Francisco (UCSF) , San Francisco, CA 94110,","Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","Division of Prevention Science, Center for AIDS Prevention Studies, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","Center for Digital Health Innovation, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States","Bakar Computational Health Science Institute, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States","Division of Prevention Science, Center for AIDS Prevention Studies, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bakar Computational Health Science Institute, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","institution_ids":[]},{"raw_affiliation_string":"Center for Digital Health Innovation, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","institution_ids":["https://openalex.org/I180670191","https://openalex.org/I76766440"]},{"raw_affiliation_string":"Center for Vulnerable Populations, University of California, San Francisco (UCSF) , San Francisco, CA 94110,","institution_ids":["https://openalex.org/I76766440"]},{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Division of Prevention Science, Center for AIDS Prevention Studies, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","institution_ids":["https://openalex.org/I2800736834"]},{"raw_affiliation_string":"Center for Digital Health Innovation, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States","institution_ids":["https://openalex.org/I180670191","https://openalex.org/I76766440"]},{"raw_affiliation_string":"Bakar Computational Health Science Institute, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States","institution_ids":[]},{"raw_affiliation_string":"Division of Prevention Science, Center for AIDS Prevention Studies, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States","institution_ids":["https://openalex.org/I2800736834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050618420","display_name":"Urmimala Sarkar","orcid":"https://orcid.org/0000-0003-4213-4405"},"institutions":[{"id":"https://openalex.org/I1295908608","display_name":"San Francisco General Hospital","ror":"https://ror.org/05j8x4n38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1295908608"]},{"id":"https://openalex.org/I76766440","display_name":"University of San Francisco","ror":"https://ror.org/029m7xn54","country_code":"US","type":"education","lineage":["https://openalex.org/I76766440"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Urmimala Sarkar","raw_affiliation_strings":["Center for Vulnerable Populations, University of California, San Francisco (UCSF) , San Francisco, CA 94110,","Department of Medicine, Division of General Internal Medicine at Zuckerberg, San Francisco General Hospital , San Francisco, CA 94143,","Center for Vulnerable Populations, University of California, San Francisco (UCSF), San Francisco, CA 94110, United States","Department of Medicine, Division of General Internal Medicine at Zuckerberg, San Francisco General Hospital, San Francisco, CA 94143, United States"],"raw_orcid":"https://orcid.org/0000-0003-4213-4405","affiliations":[{"raw_affiliation_string":"Center for Vulnerable Populations, University of California, San Francisco (UCSF) , San Francisco, CA 94110,","institution_ids":["https://openalex.org/I76766440"]},{"raw_affiliation_string":"Department of Medicine, Division of General Internal Medicine at Zuckerberg, San Francisco General Hospital , San Francisco, CA 94143,","institution_ids":["https://openalex.org/I1295908608"]},{"raw_affiliation_string":"Center for Vulnerable Populations, University of California, San Francisco (UCSF), San Francisco, CA 94110, United States","institution_ids":["https://openalex.org/I76766440"]},{"raw_affiliation_string":"Department of Medicine, Division of General Internal Medicine at Zuckerberg, San Francisco General Hospital, San Francisco, CA 94143, United States","institution_ids":["https://openalex.org/I1295908608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113100390","display_name":"Nathan Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Tran","raw_affiliation_strings":["Department of Pediatrics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","Department of Pediatrics, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Department of Pediatrics, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089741734","display_name":"Yulin Hswen","orcid":"https://orcid.org/0000-0003-3203-1322"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yulin Hswen","raw_affiliation_strings":["Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Department of Epidemiology and Biostatistics, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States","institution_ids":["https://openalex.org/I180670191"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069792217","display_name":"Matthew S. Pantell","orcid":"https://orcid.org/0000-0002-2104-5553"},"institutions":[{"id":"https://openalex.org/I180670191","display_name":"University of California, San Francisco","ror":"https://ror.org/043mz5j54","country_code":"US","type":"education","lineage":["https://openalex.org/I180670191"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew S Pantell","raw_affiliation_strings":["Department of Pediatrics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","Department of Pediatrics, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, University of California, San Francisco (UCSF) , San Francisco, CA 94158,","institution_ids":["https://openalex.org/I180670191"]},{"raw_affiliation_string":"Department of Pediatrics, University of California, San Francisco (UCSF), San Francisco, CA 94158, United States","institution_ids":["https://openalex.org/I180670191"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043338440"],"corresponding_institution_ids":["https://openalex.org/I180670191"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":0.9716,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.79279238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"32","issue":"11","first_page":"1685","last_page":"1692"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.3723999857902527,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10198","display_name":"Heart Failure Treatment and Management","score":0.3723999857902527,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11610","display_name":"Food Security and Health in Diverse Populations","score":0.19439999759197235,"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/T10391","display_name":"Healthcare Policy and Management","score":0.093299999833107,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.46256503462791443},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.4548524022102356},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.39689815044403076},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.394008994102478},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.3480294346809387},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3295341730117798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.20883271098136902},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.19122427701950073},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1207554042339325}],"concepts":[{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.46256503462791443},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.4548524022102356},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39689815044403076},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.394008994102478},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.3480294346809387},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3295341730117798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.20883271098136902},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.19122427701950073},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1207554042339325}],"mesh":[{"descriptor_ui":"D000091003","descriptor_name":"Housing Instability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000091682","descriptor_name":"Health Inequities","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":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002675","descriptor_name":"Child, Preschool","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006776","descriptor_name":"Hospitals, Pediatric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006776","descriptor_name":"Hospitals, Pediatric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006776","descriptor_name":"Hospitals, Pediatric","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006776","descriptor_name":"Hospitals, Pediatric","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D006776","descriptor_name":"Hospitals, Pediatric","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D006798","descriptor_name":"Housing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006798","descriptor_name":"Housing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006798","descriptor_name":"Housing","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":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000191","qualifier_name":"economics","is_major_topic":true},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014186","descriptor_name":"Transportation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014186","descriptor_name":"Transportation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014186","descriptor_name":"Transportation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014186","descriptor_name":"Transportation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016016","descriptor_name":"Proportional Hazards Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017048","descriptor_name":"Health Care Costs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D064890","descriptor_name":"Social Determinants of Health","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1093/jamia/ocaf135","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf135","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:40814956","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40814956","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}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G2659428712","display_name":null,"funder_award_id":"F31MD019214","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G356855877","display_name":null,"funder_award_id":"K08HS028473","funder_id":"https://openalex.org/F4320306085","funder_display_name":"U.S. Department of Health and Human Services"},{"id":"https://openalex.org/G4801659004","display_name":null,"funder_award_id":"K01DA055081","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306085","display_name":"U.S. Department of Health and Human Services","ror":"https://ror.org/033jnv181"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337534","display_name":"National Institute on Minority Health and Health Disparities","ror":"https://ror.org/0493hgw16"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1867717305","https://openalex.org/W2045290823","https://openalex.org/W2084801442","https://openalex.org/W2096578263","https://openalex.org/W2596821164","https://openalex.org/W2755642596","https://openalex.org/W2766874868","https://openalex.org/W2943301709","https://openalex.org/W3202375701","https://openalex.org/W3209214964","https://openalex.org/W4366551380"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3203889067","https://openalex.org/W3184725726","https://openalex.org/W2378793138","https://openalex.org/W2759357633","https://openalex.org/W2591076968","https://openalex.org/W2761062406","https://openalex.org/W4241649480","https://openalex.org/W2908367543"],"abstract_inverted_index":{"BACKGROUND:":[0],"Pediatric":[1],"hospital":[2,105,222],"readmissions":[3],"increase":[4],"healthcare":[5],"costs":[6],"and":[7,20,40,56,88,98,118,217,223,233],"highlight":[8],"gaps":[9],"in":[10,29,201],"care.":[11],"Social":[12],"determinants":[13],"of":[14,38,54,74,187],"health":[15,239],"(SDOH),":[16],"such":[17],"as":[18,129],"housing":[19,39],"transportation":[21],"insecurity,":[22],"significantly":[23,184],"impact":[24,37],"outcomes":[25],"but":[26],"are":[27],"underexplored":[28],"pediatric":[30,44,75,238],"populations.":[31],"OBJECTIVES:":[32],"This":[33],"study":[34,73],"evaluates":[35],"the":[36,177,196,202],"transportation-related":[41],"SDOH":[42,91,117,215],"on":[43],"readmissions,":[45],"comparing":[46],"structured":[47,55,96,132,160],"ICD-10-CM":[48],"Z-codes":[49,97],"alone":[50,162],"to":[51,135,156,236],"a":[52,70,146,183],"combination":[53],"unstructured":[57,212],"data":[58,144,161,213],"extracted":[59],"via":[60],"natural":[61],"language":[62],"processing":[63],"(NLP).":[64],"MATERIALS":[65],"AND":[66],"METHODS:":[67],"We":[68],"conducted":[69],"retrospective":[71],"cohort":[72],"patients":[76,181],"(ages":[77],"2-17)":[78],"discharged":[79],"from":[80],"UCSF":[81],"Benioff":[82],"Children's":[83],"Hospital":[84],"between":[85,116],"January":[86,89],"2018":[87],"2023.":[90],"exposure":[92],"was":[93,104,170,198],"identified":[94,128,141,158],"using":[95,131,137],"NLP-extracted":[99],"data.":[100,139],"The":[101],"primary":[102],"outcome":[103],"readmission":[106,119,148,189],"within":[107],"365":[108],"days.":[109],"Cox":[110],"proportional":[111],"hazards":[112],"models":[113],"assessed":[114],"associations":[115,220],"risk.":[120],"RESULTS:":[121],"Among":[122],"8928":[123],"patients,":[124],"only":[125],"0.8%":[126],"were":[127],"exposed":[130,174,180],"data,":[133],"compared":[134,155],"31.7%":[136],"combined":[138,143,203],"Patients":[140],"through":[142],"had":[145,182],"higher":[147,172,185],"risk":[149,231],"(HR:":[150,163,190,205],"2.64,":[151],"95%":[152,165,192,207],"CI:":[153,166,193,208],"2.34-2.98)":[154],"those":[157],"with":[159,221],"1.99,":[164],"1.27-3.13).":[167],"ED":[168,188,224],"utilization":[169],"also":[171],"among":[173],"patients.":[175],"In":[176],"structured-only":[178],"analysis,":[179],"hazard":[186],"2.26,":[191],"1.65-3.10),":[194],"whereas":[195],"association":[197],"slightly":[199],"attenuated":[200],"analysis":[204],"1.49,":[206],"1.37-1.62).":[209],"CONCLUSION:":[210],"Leveraging":[211],"enhances":[214],"identification":[216],"reveals":[218],"stronger":[219],"readmissions.":[225],"A":[226],"hybrid":[227],"approach":[228],"enables":[229],"improved":[230],"stratification":[232],"targeted":[234],"interventions":[235],"address":[237],"disparities.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-23T06:36:01.041984","created_date":"2025-10-10T00:00:00"}