{"id":"https://openalex.org/W4394920988","doi":"https://doi.org/10.1007/s10916-024-02058-y","title":"Proactive Polypharmacy Management Using Large Language Models: Opportunities to Enhance Geriatric Care","display_name":"Proactive Polypharmacy Management Using Large Language Models: Opportunities to Enhance Geriatric Care","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4394920988","doi":"https://doi.org/10.1007/s10916-024-02058-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/38632172"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-024-02058-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-024-02058-y","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12042286/pdf/nihms-2073005.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086003432","display_name":"Arya Rao","orcid":"https://orcid.org/0000-0003-3007-4812"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arya Rao","raw_affiliation_strings":["Harvard Medical School, Boston, MA, USA","Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA","Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA","institution_ids":["https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698125","display_name":"John Kim","orcid":"https://orcid.org/0000-0003-4252-5916"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Kim","raw_affiliation_strings":["Harvard Medical School, Boston, MA, USA","Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA","Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA","institution_ids":["https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077469351","display_name":"Winston Lie","orcid":"https://orcid.org/0009-0002-0939-7449"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Winston Lie","raw_affiliation_strings":["Harvard Medical School, Boston, MA, USA","Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA","Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA","institution_ids":["https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072255183","display_name":"Michael Pang","orcid":"https://orcid.org/0000-0001-5619-9344"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Pang","raw_affiliation_strings":["Harvard Medical School, Boston, MA, USA","Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA","Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA","institution_ids":["https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008583621","display_name":"Lanting Fuh","orcid":"https://orcid.org/0000-0003-4159-8910"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lanting Fuh","raw_affiliation_strings":["Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA","institution_ids":["https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007809176","display_name":"Keith J. Dreyer","orcid":"https://orcid.org/0000-0003-1207-6443"},"institutions":[{"id":"https://openalex.org/I39565521","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I48633490","display_name":"Mass General Brigham","ror":"https://ror.org/04py2rh25","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keith J. Dreyer","raw_affiliation_strings":["Data Science Office, Mass General Brigham, Boston, MA, USA","Harvard Medical School, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Data Science Office, Mass General Brigham, Boston, MA, USA","institution_ids":["https://openalex.org/I39565521","https://openalex.org/I48633490"]},{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065678103","display_name":"Marc D. Succi","orcid":"https://orcid.org/0000-0002-1518-3984"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marc D. Succi","raw_affiliation_strings":["Harvard Medical School, Boston, MA, USA. msucci@mgh.harvard.edu","Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA. msucci@mgh.harvard.edu","Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA. msucci@mgh.harvard.edu","Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA. msucci@mgh.harvard.edu","institution_ids":[]},{"raw_affiliation_string":"Massachusetts General Hospital, Department of Radiology, 55 Fruit Street, Boston, MA, 02114, USA. msucci@mgh.harvard.edu","institution_ids":[]},{"raw_affiliation_string":"Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA. msucci@mgh.harvard.edu","institution_ids":[]},{"raw_affiliation_string":"Medically Engineered Solutions in Healthcare Incubator, Innovation in Operations Research Center (MESH IO), Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210087915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5086003432"],"corresponding_institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":13.1009,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.99183255,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"48","issue":"1","first_page":"41","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10496","display_name":"Pharmaceutical Practices and Patient Outcomes","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2717","display_name":"Geriatrics and Gerontology"},"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/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/polypharmacy","display_name":"Polypharmacy","score":0.9763432741165161},{"id":"https://openalex.org/keywords/deprescribing","display_name":"Deprescribing","score":0.9550755023956299},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6834916472434998},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.30463773012161255}],"concepts":[{"id":"https://openalex.org/C36434225","wikidata":"https://www.wikidata.org/wiki/Q1895998","display_name":"Polypharmacy","level":2,"score":0.9763432741165161},{"id":"https://openalex.org/C2776484012","wikidata":"https://www.wikidata.org/wiki/Q16251540","display_name":"Deprescribing","level":3,"score":0.9550755023956299},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6834916472434998},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.30463773012161255}],"mesh":[{"descriptor_ui":"D000069340","descriptor_name":"Deprescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069340","descriptor_name":"Deprescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069340","descriptor_name":"Deprescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069340","descriptor_name":"Deprescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069340","descriptor_name":"Deprescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069340","descriptor_name":"Deprescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069340","descriptor_name":"Deprescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069340","descriptor_name":"Deprescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002318","descriptor_name":"Cardiovascular Diseases","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":"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":"D019338","descriptor_name":"Polypharmacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019338","descriptor_name":"Polypharmacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019338","descriptor_name":"Polypharmacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019338","descriptor_name":"Polypharmacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019338","descriptor_name":"Polypharmacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019338","descriptor_name":"Polypharmacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019338","descriptor_name":"Polypharmacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019338","descriptor_name":"Polypharmacy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058005","descriptor_name":"General Practitioners","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10916-024-02058-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-024-02058-y","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:38632172","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38632172","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of medical systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12042286","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12042286","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12042286/pdf/nihms-2073005.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Med Syst","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:12042286","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12042286","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12042286/pdf/nihms-2073005.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Med Syst","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1330203626","display_name":null,"funder_award_id":"T32GM144273","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G2316316837","display_name":null,"funder_award_id":"T32GM144273","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394920988.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2055621836","https://openalex.org/W2140485502","https://openalex.org/W2145397982","https://openalex.org/W2438556286","https://openalex.org/W2573767225","https://openalex.org/W2622629370","https://openalex.org/W2790083419","https://openalex.org/W2897324465","https://openalex.org/W2953478037","https://openalex.org/W2995073660","https://openalex.org/W3118524992","https://openalex.org/W3209757397","https://openalex.org/W4319341091","https://openalex.org/W4322208207","https://openalex.org/W4381480701","https://openalex.org/W4390347789","https://openalex.org/W4392669753"],"related_works":["https://openalex.org/W4385330774","https://openalex.org/W2438556286","https://openalex.org/W2739744586","https://openalex.org/W4381716168","https://openalex.org/W3003369214","https://openalex.org/W3157629480","https://openalex.org/W4378078158","https://openalex.org/W3007949848","https://openalex.org/W2206327969","https://openalex.org/W2342743887"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":15}],"updated_date":"2026-03-23T07:41:27.035349","created_date":"2025-10-10T00:00:00"}
