{"id":"https://openalex.org/W4414422137","doi":"https://doi.org/10.1093/jamia/ocaf141","title":"Large language models accurately identify immunosuppression in intensive care unit patients","display_name":"Large language models accurately identify immunosuppression in intensive care unit patients","publication_year":2025,"publication_date":"2025-08-02","ids":{"openalex":"https://openalex.org/W4414422137","doi":"https://doi.org/10.1093/jamia/ocaf141","pmid":"https://pubmed.ncbi.nlm.nih.gov/40977378"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaf141","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf141","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","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":"hybrid","oa_url":"https://doi.org/10.1093/jamia/ocaf141","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114567173","display_name":"Vijeeth Guggilla","orcid":"https://orcid.org/0000-0001-9132-514X"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijeeth Guggilla","raw_affiliation_strings":["Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":"https://orcid.org/0000-0001-9132-514X","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084848610","display_name":"Mengjia Kang","orcid":"https://orcid.org/0000-0002-1679-9473"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mengjia Kang","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":"https://orcid.org/0000-0002-1679-9473","affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042382482","display_name":"M. Bak","orcid":"https://orcid.org/0000-0002-3101-9092"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa J Bak","raw_affiliation_strings":["Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101914080","display_name":"Steven Tran","orcid":"https://orcid.org/0000-0001-7273-2348"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven D Tran","raw_affiliation_strings":["Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":"https://orcid.org/0000-0001-7273-2348","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029298678","display_name":"Anna Pawlowski","orcid":"https://orcid.org/0000-0002-9047-6437"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Pawlowski","raw_affiliation_strings":["Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":"https://orcid.org/0000-0002-9047-6437","affiliations":[{"raw_affiliation_string":"Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054344636","display_name":"Prasanth Nannapaneni","orcid":"https://orcid.org/0000-0001-8080-3214"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prasanth Nannapaneni","raw_affiliation_strings":["Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071369319","display_name":"Luke V. Rasmussen","orcid":"https://orcid.org/0000-0002-4497-8049"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luke V Rasmussen","raw_affiliation_strings":["Department of Preventive Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":"https://orcid.org/0000-0002-4497-8049","affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039220227","display_name":"Daniel Schneider","orcid":"https://orcid.org/0000-0002-3523-745X"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Schneider","raw_affiliation_strings":["Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075098352","display_name":"Helen K. Donnelly","orcid":"https://orcid.org/0000-0001-8827-8581"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Helen K Donnelly","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004659592","display_name":"Ankit Agrawal","orcid":"https://orcid.org/0000-0002-5519-0302"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankit Agrawal","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northwestern University McCormick School of Engineering , Evanston, IL 60208,","Department of Electrical and Computer Engineering, Northwestern University McCormick School of Engineering, Evanston, IL 60208, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northwestern University McCormick School of Engineering , Evanston, IL 60208,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northwestern University McCormick School of Engineering, Evanston, IL 60208, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050508920","display_name":"David Liebovitz","orcid":"https://orcid.org/0000-0002-2518-5940"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Liebovitz","raw_affiliation_strings":["Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":"https://orcid.org/0000-0002-2518-5940","affiliations":[{"raw_affiliation_string":"Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012708220","display_name":"Alexander V. Misharin","orcid":"https://orcid.org/0000-0003-2879-3789"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander V Misharin","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020820588","display_name":"G. R. Scott Budinger","orcid":"https://orcid.org/0000-0002-3114-5208"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G R Scott Budinger","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040669754","display_name":"Richard G. Wunderink","orcid":"https://orcid.org/0000-0002-8527-4195"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard G Wunderink","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086482657","display_name":"Theresa L. Walunas","orcid":"https://orcid.org/0000-0002-7653-3650"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Theresa L Walunas","raw_affiliation_strings":["Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052276112","display_name":"Catherine A. Gao","orcid":"https://orcid.org/0000-0001-5576-3943"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Catherine A Gao","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":null,"display_name":"The NU SCRIPT Study Investigators","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"The NU SCRIPT Study Investigators","raw_affiliation_strings":["Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036755430","display_name":"Alan R. Hauser","orcid":"https://orcid.org/0000-0003-4596-7939"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alan R Hauser","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077238113","display_name":"Alec Peltekian","orcid":"https://orcid.org/0000-0001-9082-4000"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alec Peltekian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012708220","display_name":"Alexander V. Misharin","orcid":"https://orcid.org/0000-0003-2879-3789"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander V Misharin","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Alexis Rose Wolfe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexis Rose Wolfe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023745177","display_name":"A. Szabo","orcid":"https://orcid.org/0000-0002-4557-4492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alison L Szabo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113432214","display_name":"Alok Choudhary","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alok Choudhary","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004384665","display_name":"Amy Ludwig","orcid":"https://orcid.org/0000-0002-6861-3343"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amy Ludwig","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062376032","display_name":"Anahid A. Moghadam","orcid":"https://orcid.org/0000-0003-1117-1430"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anahid Amani Moghadam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076453661","display_name":"Anjana V. Yeldandi","orcid":"https://orcid.org/0000-0001-9593-5375"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anjana V Yeldandi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004659592","display_name":"Ankit Agrawal","orcid":"https://orcid.org/0000-0002-5519-0302"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankit Agrawal","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northwestern University McCormick School of Engineering , Evanston, IL 60208,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northwestern University McCormick School of Engineering , Evanston, IL 60208,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030759471","display_name":"Ankit Bharat","orcid":"https://orcid.org/0000-0002-1248-0457"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ankit Bharat","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029298678","display_name":"Anna Pawlowski","orcid":"https://orcid.org/0000-0002-9047-6437"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna E Pawlowski","raw_affiliation_strings":["Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083791016","display_name":"Anthony M. Joudi","orcid":"https://orcid.org/0000-0003-1232-3256"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anthony M Joudi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111127321","display_name":"A. Tambe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arjun Prakash Tambe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015074671","display_name":"A. Smith-Nunez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ashley J Smith-Nunez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024761533","display_name":"Benjamin D. Singer","orcid":"https://orcid.org/0000-0001-5775-8427"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin D Singer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026980224","display_name":"Benjamin J. Ulrich","orcid":"https://orcid.org/0000-0002-2729-1798"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin J Ulrich","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103640555","display_name":"Betty Tran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Betty Tran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060622890","display_name":"Cara J. Gottardi","orcid":"https://orcid.org/0000-0003-0912-7617"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cara J Gottardi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Catherine A Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Catherine A Gao","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010219293","display_name":"Chao Qi","orcid":"https://orcid.org/0000-0001-7449-0434"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chao Qi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079664491","display_name":"Chiagozie I. Pickens","orcid":"https://orcid.org/0000-0002-3400-9228"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chiagozie O Pickens","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072797233","display_name":"Clara Schroedl","orcid":"https://orcid.org/0000-0003-3280-4997"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Clara J Schroedl","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053905096","display_name":"Daniel Meza","orcid":"https://orcid.org/0000-0001-8154-1295"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Meza","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039220227","display_name":"Daniel Schneider","orcid":"https://orcid.org/0000-0002-3523-745X"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Schneider","raw_affiliation_strings":["Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dulce Sarai Garcia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dulce Sarai Garcia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009813502","display_name":"Egon A. Ozer","orcid":"https://orcid.org/0000-0002-7131-3691"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Egon A Ozer","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074398456","display_name":"Elen Gusman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elen Gusman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071354062","display_name":"Elisheva D. Shanes","orcid":"https://orcid.org/0000-0002-7659-7072"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elisheva D Shanes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023234226","display_name":"Emily M. Leibenguth","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emily M Leibenguth","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024042490","display_name":"Emily M. Olson","orcid":"https://orcid.org/0000-0003-4933-7598"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Emily M Olson","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047718140","display_name":"Erica M. Hartmann","orcid":"https://orcid.org/0000-0002-0966-2014"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erica Marie Hartmann","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017155457","display_name":"Erin Korth","orcid":"https://orcid.org/0000-0003-3853-3219"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erin A Korth","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002410056","display_name":"Estefani Diaz","orcid":"https://orcid.org/0000-0003-4146-0276"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Estefani Diaz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067186302","display_name":"Estefany Rios-Guzman","orcid":"https://orcid.org/0000-0002-1399-7546"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Estefany R Guzman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Francisco J Martinez","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francisco J Martinez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108969186","display_name":"Gabrielle Matias","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gabrielle Matias","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"G R Scott Budinger","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G R Scott Budinger","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075098352","display_name":"Helen K. Donnelly","orcid":"https://orcid.org/0000-0001-8827-8581"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Helen K Donnelly","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019320408","display_name":"Hiam Abdala\u2010Valencia","orcid":"https://orcid.org/0000-0003-3384-5299"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hiam Abdala-Valencia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012763188","display_name":"Jack T. Sumner","orcid":"https://orcid.org/0000-0002-5023-8426"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jack T Sumner","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084997419","display_name":"Jacob I. Sznajder","orcid":"https://orcid.org/0000-0002-2089-4764"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jacob I Sznajder","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049160553","display_name":"Jacqueline M. Kruser","orcid":"https://orcid.org/0000-0003-3258-1869"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jacqueline M Kruser","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060583109","display_name":"Jakub Glowala","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jakub Glowala","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086716480","display_name":"James M. Walter","orcid":"https://orcid.org/0000-0001-7428-3101"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"James M Walter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113332551","display_name":"Jamie H Rowell","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jamie H Rowell","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078702519","display_name":"Jason Arnold","orcid":"https://orcid.org/0000-0001-8687-0063"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jason M Arnold","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103413788","display_name":"John R. Coleman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Coleman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029462329","display_name":"Jon W. Lomasney","orcid":"https://orcid.org/0000-0002-0438-2427"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jon W Lomasney","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033385419","display_name":"Joseph I. Bailey","orcid":"https://orcid.org/0000-0002-4225-3108"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joseph Isaac Bailey","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004620673","display_name":"Judd F. Hultquist","orcid":"https://orcid.org/0000-0001-6424-4280"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Judd Hultquist","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035809460","display_name":"Justin A. Fiala","orcid":"https://orcid.org/0000-0001-5196-7076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Justin A Fiala","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066473148","display_name":"Justin Starren","orcid":"https://orcid.org/0000-0002-5403-1115"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Justin Starren","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020529360","display_name":"Karen M. Ridge","orcid":"https://orcid.org/0000-0001-7784-0014"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karen M Ridge","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057870942","display_name":"Karolina J. Senkow","orcid":"https://orcid.org/0000-0001-9942-3529"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karolina J Senkow","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073982696","display_name":"Kathryn A. Helmin","orcid":"https://orcid.org/0009-0006-8857-9943"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kathryn A Helmin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063705166","display_name":"Khalilah L. Gates","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khalilah L Gates","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111289405","display_name":"Lacy Simmons","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lacy Simmons","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119710586","display_name":"Lesley Pinzon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lesley Pinzon","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031249637","display_name":"Lindsey D. Gradone","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lindsey D Gradone","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053617218","display_name":"Lisa F. Wolfe","orcid":"https://orcid.org/0000-0001-9044-4147"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lisa F Wolfe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063425915","display_name":"Lucy Luo","orcid":"https://orcid.org/0000-0002-4988-9504"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucy Luo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076459081","display_name":"Luisa Morales\u2010Nebreda","orcid":"https://orcid.org/0000-0002-7126-0518"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luisa Morales-Nebreda","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071369319","display_name":"Luke V. Rasmussen","orcid":"https://orcid.org/0000-0002-4497-8049"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luke V Rasmussen","raw_affiliation_strings":["Department of Preventive Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039726678","display_name":"Manu Jain","orcid":"https://orcid.org/0000-0003-1534-5629"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manu Jain","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015940297","display_name":"Marc A. Sala","orcid":"https://orcid.org/0000-0002-2900-0595"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marc A Sala","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115871460","display_name":"M. Schleck","orcid":"https://orcid.org/0009-0003-2490-723X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maxwell Schleck","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075015760","display_name":"Melissa Ross","orcid":"https://orcid.org/0000-0001-8206-1584"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Melissa H Ross","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042784787","display_name":"Melissa Querrey","orcid":"https://orcid.org/0000-0003-3137-8762"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Melissa Querrey","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084848610","display_name":"Mengjia Kang","orcid":"https://orcid.org/0000-0002-1679-9473"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mengjia Kang","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005216775","display_name":"Michael J. Cuttica","orcid":"https://orcid.org/0000-0002-0084-8760"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael J Cuttica","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013196415","display_name":"Michelle Prickett","orcid":"https://orcid.org/0000-0002-1119-0079"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michelle Hinsch Prickett","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084244838","display_name":"Nandita R. Nadig","orcid":"https://orcid.org/0000-0001-8694-4704"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nandita Nadig","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074442044","display_name":"Nathaniel J. Rhodes","orcid":"https://orcid.org/0000-0002-0018-5434"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nathaniel Rhodes","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046518034","display_name":"Navdeep S. Chandel","orcid":"https://orcid.org/0000-0001-7208-3886"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Navdeep S Chandel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020700982","display_name":"Nikolay S. Markov","orcid":"https://orcid.org/0000-0002-3659-4387"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikolay S Markov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071071717","display_name":"Peter H. S. Sporn","orcid":"https://orcid.org/0000-0002-1006-9437"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter H S Sporn","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054344636","display_name":"Prasanth Nannapaneni","orcid":"https://orcid.org/0000-0001-8080-3214"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prasanth Nannapaneni","raw_affiliation_strings":["Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Medicine Enterprise Data Warehouse, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103235474","display_name":"Qianli Liu","orcid":"https://orcid.org/0000-0002-7629-5648"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qianli Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013114826","display_name":"Rachel Kadar","orcid":"https://orcid.org/0000-0002-2583-3637"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rachel B Kadar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044787829","display_name":"Rachel L. Medernach","orcid":"https://orcid.org/0000-0001-8015-3581"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rachel L Medernach","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063382027","display_name":"Ram\u00f3n Lorenzo-Redondo","orcid":"https://orcid.org/0000-0002-5462-9483"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramon Lorenzo-Redondo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037025964","display_name":"Ravi Kalhan","orcid":"https://orcid.org/0000-0003-2443-0876"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ravi Kalhan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005043310","display_name":"Rebecca K Clepp","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rebecca K Clepp","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Richard G Wunderink","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard G Wunderink","raw_affiliation_strings":["Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Pulmonary and Critical Care, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Simpson Querrey Lung Institute for Translational Science (SQLIFTS), Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004866198","display_name":"Richard I. Morimoto","orcid":"https://orcid.org/0000-0002-3431-445X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Richard I Morimoto","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026696773","display_name":"Rogan A. Grant","orcid":"https://orcid.org/0000-0003-0655-0882"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rogan A Grant","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072225400","display_name":"Ruben Mylvaganam","orcid":"https://orcid.org/0000-0002-7203-7609"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruben J Mylvaganam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029093470","display_name":"S. Fenske","orcid":"https://orcid.org/0000-0001-8250-8358"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samuel Fenske","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074004793","display_name":"S. Laurenzo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Scott A Laurenzo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007729904","display_name":"Sean B. Smith","orcid":"https://orcid.org/0000-0001-8796-3966"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sean Smith","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102837444","display_name":"SeungHye Han","orcid":"https://orcid.org/0000-0001-5625-6337"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seung Hye Han","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070820791","display_name":"Sophia Nozick","orcid":"https://orcid.org/0000-0002-0791-6340"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sophia Nozick","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119710585","display_name":"Srinivas Panchamukhi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Srinivas Panchamukhi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062513388","display_name":"Stephanie C. Eisenbarth","orcid":"https://orcid.org/0000-0002-1244-208X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephanie C Eisenbarth","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009853144","display_name":"Suchitra Swaminathan","orcid":"https://orcid.org/0000-0002-8292-122X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Suchitra Swaminathan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047854105","display_name":"Susan Russell","orcid":"https://orcid.org/0000-0003-3006-1018"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Susan R Russell","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040431481","display_name":"Taylor A. Poor","orcid":"https://orcid.org/0000-0002-2191-5037"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taylor A Poor","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078437281","display_name":"Thaddeus R. Cybulski","orcid":"https://orcid.org/0000-0003-0613-7617"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thaddeus R Cybulski","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082567009","display_name":"Theresa A. Lombardo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Theresa A Lombardo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086482657","display_name":"Theresa L. Walunas","orcid":"https://orcid.org/0000-0002-7653-3650"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Theresa L Walunas","raw_affiliation_strings":["Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of General Internal Medicine, Department of Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039118892","display_name":"Thomas Bolig","orcid":"https://orcid.org/0000-0002-8044-4108"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas Bolig","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015780667","display_name":"Thomas Stoeger","orcid":"https://orcid.org/0000-0002-5540-4278"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas Stoeger","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069016962","display_name":"Tien Doan","orcid":"https://orcid.org/0000-0002-3186-1378"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tien Doan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008590616","display_name":"Timothy Rowe","orcid":"https://orcid.org/0000-0003-3641-9076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Timothy Rowe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Vijeeth Guggilla","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijeeth Guggilla","raw_affiliation_strings":["Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine, Northwestern University Feinberg School of Medicine , Chicago, IL 60611,","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101845958","display_name":"Wan\u2010Ting Liao","orcid":"https://orcid.org/0000-0003-3172-8398"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wan-Ting Liao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452550","display_name":"Yuan Luo","orcid":"https://orcid.org/0000-0003-0195-7456"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan Luo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036811686","display_name":"Yuliana V. Sokolenko","orcid":"https://orcid.org/0000-0001-9872-0484"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuliana Sokolenko","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100750128","display_name":"Zhan Yu","orcid":"https://orcid.org/0000-0002-2194-0101"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhan Yu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5000854874","display_name":"Ziyan Lu","orcid":"https://orcid.org/0000-0003-2901-3801"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ziyan Lu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052276112","https://openalex.org/A5086482657"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":0.7393,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74691661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"32","issue":"12","first_page":"1888","last_page":"1898"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.2802000045776367,"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/T10218","display_name":"Sepsis Diagnosis and Treatment","score":0.2802000045776367,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0608999989926815,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.04690000042319298,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intensive-care-unit","display_name":"Intensive care unit","score":0.6646000146865845},{"id":"https://openalex.org/keywords/immunosuppression","display_name":"Immunosuppression","score":0.6383000016212463},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5882999897003174},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.4586000144481659},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.44209998846054077},{"id":"https://openalex.org/keywords/cohort-study","display_name":"Cohort study","score":0.37299999594688416}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7124999761581421},{"id":"https://openalex.org/C2776376669","wikidata":"https://www.wikidata.org/wiki/Q5094647","display_name":"Intensive care unit","level":2,"score":0.6646000146865845},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.6570000052452087},{"id":"https://openalex.org/C2780252810","wikidata":"https://www.wikidata.org/wiki/Q1455316","display_name":"Immunosuppression","level":2,"score":0.6383000016212463},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5882999897003174},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.4586000144481659},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.45820000767707825},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.44209998846054077},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.37299999594688416},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3433000147342682},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.34220001101493835},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.3296000063419342},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3019999861717224},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.26660001277923584}],"mesh":[{"descriptor_ui":"D000098342","descriptor_name":"Large Language Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098342","descriptor_name":"Large Language Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098342","descriptor_name":"Large Language Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098342","descriptor_name":"Large Language Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098342","descriptor_name":"Large Language Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007165","descriptor_name":"Immunosuppression Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007165","descriptor_name":"Immunosuppression Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007165","descriptor_name":"Immunosuppression Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007165","descriptor_name":"Immunosuppression Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007165","descriptor_name":"Immunosuppression Therapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007166","descriptor_name":"Immunosuppressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D007166","descriptor_name":"Immunosuppressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D007166","descriptor_name":"Immunosuppressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D007166","descriptor_name":"Immunosuppressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D007166","descriptor_name":"Immunosuppressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":true},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007362","descriptor_name":"Intensive Care Units","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1093/jamia/ocaf141","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf141","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:40977378","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40977378","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:europepmc.org:11450454","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12490808","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:12490808","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12490808/","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocaf141","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf141","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1005734346","display_name":null,"funder_award_id":"R01 HL158139","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G1415840258","display_name":null,"funder_award_id":"U19 AI135964","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1576427953","display_name":null,"funder_award_id":"R01 LM013337","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1719184565","display_name":null,"funder_award_id":"R21AG075423","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1926306091","display_name":null,"funder_award_id":"R01HL158139","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2229906039","display_name":null,"funder_award_id":"P01 HL154998","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G2383774777","display_name":null,"funder_award_id":"U54 AG079754","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2596970552","display_name":null,"funder_award_id":"K23HL169815","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2601758586","display_name":null,"funder_award_id":"R01HL147575","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2619673963","display_name":null,"funder_award_id":"CO-US-540-6435","funder_id":"https://openalex.org/F4320308573","funder_display_name":"Gilead Sciences"},{"id":"https://openalex.org/G2977140659","display_name":null,"funder_award_id":"R01HL147290","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G3022260635","display_name":null,"funder_award_id":"U01TR003528","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3040921893","display_name":null,"funder_award_id":"P01AG049665","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3067952884","display_name":null,"funder_award_id":"R01 HL173940","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G3201839122","display_name":null,"funder_award_id":"R01HL153312","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G3246498253","display_name":null,"funder_award_id":"U19 AI181102","funder_id":"https://openalex.org/F4320337355","funder_display_name":"National Institute of Allergy and Infectious Diseases"},{"id":"https://openalex.org/G3635687262","display_name":null,"funder_award_id":"I01CX001777","funder_id":"https://openalex.org/F4320306127","funder_display_name":"U.S. Department of Veterans Affairs"},{"id":"https://openalex.org/G368983785","display_name":null,"funder_award_id":"R01 HL149883","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3692266691","display_name":null,"funder_award_id":"U19 AI135964","funder_id":"https://openalex.org/F4320337355","funder_display_name":"National Institute of Allergy and Infectious Diseases"},{"id":"https://openalex.org/G4073969887","display_name":null,"funder_award_id":"F31 LM014201","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"},{"id":"https://openalex.org/G4191436871","display_name":null,"funder_award_id":"R01 LM013337","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"},{"id":"https://openalex.org/G4249368152","display_name":null,"funder_award_id":"R01HL147290","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G465077459","display_name":null,"funder_award_id":"R21 HD107571","funder_id":"https://openalex.org/F4320337611","funder_display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development"},{"id":"https://openalex.org/G4660062756","display_name":null,"funder_award_id":"T32 GM144295","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G4717980704","display_name":null,"funder_award_id":"R01 HL153122","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G4890783278","display_name":null,"funder_award_id":"P01 HL154998","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G490092807","display_name":null,"funder_award_id":"U19 AI181102","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5110925203","display_name":null,"funder_award_id":"K23 HL169815","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G5755230687","display_name":null,"funder_award_id":"R01ES034350","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6150573222","display_name":null,"funder_award_id":"R01 HL149883","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G6201103402","display_name":null,"funder_award_id":"R01HL147575","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G6233336011","display_name":null,"funder_award_id":"U01 TR003528","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G659096663","display_name":null,"funder_award_id":"P01 AG049665","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G728906549","display_name":null,"funder_award_id":"R01ES034350","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"},{"id":"https://openalex.org/G745765282","display_name":null,"funder_award_id":"U54 AG079754","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G7619071865","display_name":null,"funder_award_id":"R01HL153312","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G767111832","display_name":null,"funder_award_id":"R21HD107571","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7919894192","display_name":null,"funder_award_id":"1F31LM014201","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8873125854","display_name":null,"funder_award_id":"R21AG075423","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306127","display_name":"U.S. Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98"},{"id":"https://openalex.org/F4320308573","display_name":"Gilead Sciences","ror":"https://ror.org/056546b03"},{"id":"https://openalex.org/F4320317058","display_name":"Chicago Biomedical Consortium","ror":null},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"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/F4320337361","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"},{"id":"https://openalex.org/F4320337611","display_name":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","ror":"https://ror.org/04byxyr05"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1550206324","https://openalex.org/W1594031697","https://openalex.org/W2097360283","https://openalex.org/W2151068025","https://openalex.org/W2162800060","https://openalex.org/W2193885256","https://openalex.org/W2396881363","https://openalex.org/W2911964244","https://openalex.org/W3017330637","https://openalex.org/W3157411108","https://openalex.org/W3161622679","https://openalex.org/W4294541781","https://openalex.org/W4312113143","https://openalex.org/W4367174791","https://openalex.org/W4382798067","https://openalex.org/W4384071683","https://openalex.org/W4391484628","https://openalex.org/W4396553888","https://openalex.org/W4400837480","https://openalex.org/W6903655558"],"related_works":[],"abstract_inverted_index":{"OBJECTIVE:":[0],"Rule-based":[1],"structured":[2,66,136,157,190,228],"data":[3,67,137,158,191,229],"algorithms":[4,68,159,192,230],"and":[5,19,72,75,106,124,141,148,173,193,199,231,238],"natural":[6],"language":[7,26],"processing":[8],"(NLP)":[9],"approaches":[10,78,176,195,233],"applied":[11,48,79,248],"to":[12,49,80,167,184,207],"unstructured":[13,39,50,81],"clinical":[14,40],"notes":[15,51,90],"have":[16],"limited":[17],"accuracy":[18],"poor":[20],"generalizability":[21],"for":[22,52,169,220,249,253],"identifying":[23,53,144,170,235],"immunosuppression.":[24],"Large":[25],"models":[27],"(LLMs)":[28],"may":[29],"effectively":[30],"identify":[31],"patients":[32,54,101,113],"with":[33,55,121,201,240],"heterogenous":[34],"types":[35],"of":[36,46,95,110,135],"immunosuppression":[37],"from":[38,91,127,165,182,205],"notes.":[41,82],"We":[42,86,131],"compared":[43],"the":[44,128,133,154],"performance":[45,134],"LLMs":[47,142,245],"immunosuppressive":[56,59,146,150,171,236],"conditions":[57,147,172,198,237],"or":[58,188],"medication":[60,73,125],"use":[61],"against":[62],"2":[63],"baselines:":[64],"(1)":[65],"using":[69],"diagnosis":[70,122],"codes":[71,123],"orders":[74,126],"(2)":[76],"NLP":[77,139,175,194,232],"MATERIALS":[83],"AND":[84],"METHODS:":[85],"used":[87],"hospital":[88],"admission":[89],"a":[92,107],"primary":[93,129,155],"cohort":[94,109,216,251],"827":[96],"intensive":[97],"care":[98],"unit":[99],"(ICU)":[100],"at":[102,114],"Northwestern":[103],"Memorial":[104],"Hospital":[105],"validation":[108,215],"200":[111],"ICU":[112],"Beth":[115],"Israel":[116],"Deaconess":[117],"Medical":[118],"Center,":[119],"along":[120],"cohort.":[130],"evaluated":[132],"algorithms,":[138],"approaches,":[140],"in":[143,213,234],"7":[145],"6":[149],"medications.":[151,174],"RESULTS:":[152],"In":[153],"cohort,":[156],"achieved":[160,177],"peak":[161,178],"F1":[162,179,202],"scores":[163,180,203],"ranging":[164,181,204],"0.30":[166],"0.97":[168],"0":[183],"1.":[185,208],"GPT-4o":[186,209],"outperformed":[187,227],"matched":[189],"across":[196],"all":[197],"medications,":[200],"0.51":[206],"also":[210],"performed":[211],"impressively":[212],"our":[214],"(F1":[217],"=":[218],"1":[219],"8/13":[221],"variables).":[222],"DISCUSSION:":[223],"LLMs,":[224],"particularly":[225],"GPT-4o,":[226],"medications":[239],"robust":[241],"external":[242],"validation.":[243],"CONCLUSION:":[244],"can":[246],"be":[247],"improved":[250],"identification":[252],"research":[254],"purposes.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
