{"id":"https://openalex.org/W4392585138","doi":"https://doi.org/10.1186/s12911-024-02469-4","title":"A framework for inferring and analyzing pharmacotherapy treatment patterns","display_name":"A framework for inferring and analyzing pharmacotherapy treatment patterns","publication_year":2024,"publication_date":"2024-03-08","ids":{"openalex":"https://openalex.org/W4392585138","doi":"https://doi.org/10.1186/s12911-024-02469-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/38459459"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-024-02469-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02469-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02469-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02469-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065746203","display_name":"Everett Rush","orcid":"https://orcid.org/0000-0002-5632-5723"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Everett Rush","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA. erush3@vols.utk.edu"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA. erush3@vols.utk.edu","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103064374","display_name":"\u00d6zg\u00fcr \u00d6zmen","orcid":"https://orcid.org/0000-0002-5806-0116"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ozgur Ozmen","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343612","display_name":"Minsu Kim","orcid":"https://orcid.org/0000-0001-7298-0472"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minsu Kim","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082019133","display_name":"Erin Rush Ortegon","orcid":null},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erin Rush Ortegon","raw_affiliation_strings":["University of New Mexico School of Medicine, Albuquerque, NM, USA"],"affiliations":[{"raw_affiliation_string":"University of New Mexico School of Medicine, Albuquerque, NM, USA","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043213270","display_name":"Makoto Jones","orcid":"https://orcid.org/0000-0001-5580-6739"},"institutions":[{"id":"https://openalex.org/I1322918889","display_name":"United States Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98","country_code":"US","type":"government","lineage":["https://openalex.org/I1322918889"]},{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Makoto Jones","raw_affiliation_strings":["School of Medicine, University of Utah, Salt Lake City, UT, USA","US Department of Veterans Affairs, Washington DC, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"US Department of Veterans Affairs, Washington DC, USA","institution_ids":["https://openalex.org/I1322918889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051307917","display_name":"Byung H. Park","orcid":"https://orcid.org/0000-0002-2387-0880"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Byung H. Park","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007092952","display_name":"Steven D. Pizer","orcid":"https://orcid.org/0000-0003-4908-5976"},"institutions":[{"id":"https://openalex.org/I2801671727","display_name":"VA Boston Healthcare System","ror":"https://ror.org/04v00sg98","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I2801671727","https://openalex.org/I4210095851"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Pizer","raw_affiliation_strings":["VA Boston Healthcare System, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"VA Boston Healthcare System, Boston, MA, USA","institution_ids":["https://openalex.org/I2801671727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058909594","display_name":"Jodie Trafton","orcid":null},"institutions":[{"id":"https://openalex.org/I204866599","display_name":"VA Palo Alto Health Care System","ror":"https://ror.org/00nr17z89","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I204866599","https://openalex.org/I2799886695","https://openalex.org/I4210125474"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jodie Trafton","raw_affiliation_strings":["Palo Alto VA Healthcare System, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Palo Alto VA Healthcare System, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I204866599"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012144114","display_name":"Lisa A. Brenner","orcid":"https://orcid.org/0000-0002-2629-214X"},"institutions":[{"id":"https://openalex.org/I4210119030","display_name":"Mental Illness Research, Education and Clinical Centers","ror":"https://ror.org/02hd1sz82","country_code":"US","type":"funder","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210119030"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lisa A. Brenner","raw_affiliation_strings":["VA Rocky Mountain Mental Illness Research, Education and Clinical Center, Aurora, CO, USA"],"affiliations":[{"raw_affiliation_string":"VA Rocky Mountain Mental Illness Research, Education and Clinical Center, Aurora, CO, USA","institution_ids":["https://openalex.org/I4210119030"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052383802","display_name":"Merry Ward","orcid":"https://orcid.org/0000-0002-0330-5083"},"institutions":[{"id":"https://openalex.org/I1322918889","display_name":"United States Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98","country_code":"US","type":"government","lineage":["https://openalex.org/I1322918889"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Merry Ward","raw_affiliation_strings":["US Department of Veterans Affairs, Washington DC, USA"],"affiliations":[{"raw_affiliation_string":"US Department of Veterans Affairs, Washington DC, USA","institution_ids":["https://openalex.org/I1322918889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069032571","display_name":"Jonathan R. Nebeker","orcid":"https://orcid.org/0000-0001-5355-5008"},"institutions":[{"id":"https://openalex.org/I1322918889","display_name":"United States Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98","country_code":"US","type":"government","lineage":["https://openalex.org/I1322918889"]},{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan R. Nebeker","raw_affiliation_strings":["School of Medicine, University of Utah, Salt Lake City, UT, USA","US Department of Veterans Affairs, Washington DC, USA"],"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Utah, Salt Lake City, UT, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"US Department of Veterans Affairs, Washington DC, USA","institution_ids":["https://openalex.org/I1322918889"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5065746203"],"corresponding_institution_ids":[],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":0.6618,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65560995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"68","last_page":"68"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10496","display_name":"Pharmaceutical Practices and Patient Outcomes","score":0.9919000267982483,"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"}},"topics":[{"id":"https://openalex.org/T10496","display_name":"Pharmaceutical Practices and Patient Outcomes","score":0.9919000267982483,"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/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11071","display_name":"Treatment of Major Depression","score":0.9549000263214111,"subfield":{"id":"https://openalex.org/subfields/2736","display_name":"Pharmacology"},"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/medicine","display_name":"Medicine","score":0.7010743021965027},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.6499336957931519},{"id":"https://openalex.org/keywords/veterans-affairs","display_name":"Veterans Affairs","score":0.6285975575447083},{"id":"https://openalex.org/keywords/emergency-department","display_name":"Emergency department","score":0.5684864521026611},{"id":"https://openalex.org/keywords/pharmacotherapy","display_name":"Pharmacotherapy","score":0.5501155257225037},{"id":"https://openalex.org/keywords/pharmacy","display_name":"Pharmacy","score":0.4950949251651764},{"id":"https://openalex.org/keywords/major-depressive-disorder","display_name":"Major depressive disorder","score":0.4840199649333954},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.463577538728714},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4221588969230652},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.3866313695907593},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.297567218542099},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.16743004322052002},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.13826826214790344},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.08353346586227417}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7010743021965027},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.6499336957931519},{"id":"https://openalex.org/C2775969662","wikidata":"https://www.wikidata.org/wiki/Q7923600","display_name":"Veterans Affairs","level":2,"score":0.6285975575447083},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.5684864521026611},{"id":"https://openalex.org/C500440147","wikidata":"https://www.wikidata.org/wiki/Q701216","display_name":"Pharmacotherapy","level":2,"score":0.5501155257225037},{"id":"https://openalex.org/C104863432","wikidata":"https://www.wikidata.org/wiki/Q614304","display_name":"Pharmacy","level":2,"score":0.4950949251651764},{"id":"https://openalex.org/C2780051608","wikidata":"https://www.wikidata.org/wiki/Q42844","display_name":"Major depressive disorder","level":3,"score":0.4840199649333954},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.463577538728714},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4221588969230652},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.3866313695907593},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.297567218542099},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.16743004322052002},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.13826826214790344},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.08353346586227417},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.0},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000928","descriptor_name":"Antidepressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D000928","descriptor_name":"Antidepressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D000928","descriptor_name":"Antidepressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D000928","descriptor_name":"Antidepressive Agents","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000139","qualifier_name":"chemically induced","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000139","qualifier_name":"chemically induced","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Major Depressive Disorder","qualifier_ui":"Q000139","qualifier_name":"chemically induced","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000139","qualifier_name":"chemically induced","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Major Depressive Disorder","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003865","descriptor_name":"Depressive Disorder, Major","qualifier_ui":"Q000188","qualifier_name":"drug therapy","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":"D014728","descriptor_name":"Veterans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014728","descriptor_name":"Veterans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014728","descriptor_name":"Veterans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014728","descriptor_name":"Veterans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1186/s12911-024-02469-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02469-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02469-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:38459459","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38459459","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10924394","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10924394","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10924394/pdf/12911_2024_Article_2469.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:1f66a97ac8ee4a47b13c4f8bfb608f21","is_oa":true,"landing_page_url":"https://doaj.org/article/1f66a97ac8ee4a47b13c4f8bfb608f21","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-11 (2024)","raw_type":"article"},{"id":"pmh:oai:osti.gov:2469817","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2469817","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1186/s12911-024-02469-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02469-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02469-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G1489425746","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G1645119126","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1719536385","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2042897603","display_name":null,"funder_award_id":"DE-AC05-00OR2272","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G2294108116","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306127","funder_display_name":"U.S. Department of Veterans Affairs"},{"id":"https://openalex.org/G2296932962","display_name":null,"funder_award_id":"DE-AC05-00OR227","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3299391273","display_name":null,"funder_award_id":"E-AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4423657506","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G4694431782","display_name":null,"funder_award_id":"DE-AC05-00OR2272","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G5726405315","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G6129992089","display_name":null,"funder_award_id":"DE-AC05-","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G6488227018","display_name":null,"funder_award_id":"DE-AC05-00OR227","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G6864165199","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G691578896","display_name":null,"funder_award_id":"DE-AC05-00OR2272","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7114708214","display_name":null,"funder_award_id":"DE-AC05-00OR2272","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G7340972926","display_name":null,"funder_award_id":"other","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7995982022","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8269158468","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8414908677","display_name":null,"funder_award_id":"DE-AC0","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8799952057","display_name":null,"funder_award_id":"DE-AC05-00OR22","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8906985441","display_name":null,"funder_award_id":"00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8943143067","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306127","display_name":"U.S. Department of Veterans Affairs","ror":"https://ror.org/05rsv9s98"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320316892","display_name":"UT-Battelle","ror":"https://ror.org/04nza6677"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392585138.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W4527426","https://openalex.org/W17956733","https://openalex.org/W1547708675","https://openalex.org/W1964157254","https://openalex.org/W1968928304","https://openalex.org/W1973036367","https://openalex.org/W2008409314","https://openalex.org/W2023248478","https://openalex.org/W2048528401","https://openalex.org/W2099328792","https://openalex.org/W2104265097","https://openalex.org/W2106894252","https://openalex.org/W2126536832","https://openalex.org/W2128343678","https://openalex.org/W2134937538","https://openalex.org/W2157814042","https://openalex.org/W2159904898","https://openalex.org/W2163284032","https://openalex.org/W2336445786","https://openalex.org/W2338023417","https://openalex.org/W2417190112","https://openalex.org/W2568405799","https://openalex.org/W2582622836","https://openalex.org/W2607555983","https://openalex.org/W2764082701","https://openalex.org/W2784061167","https://openalex.org/W2792485919","https://openalex.org/W2793503308","https://openalex.org/W2808873358","https://openalex.org/W2886950943","https://openalex.org/W2899575253","https://openalex.org/W2912654919","https://openalex.org/W2948548704","https://openalex.org/W2969783714","https://openalex.org/W3003710034","https://openalex.org/W3101127019","https://openalex.org/W3157759986","https://openalex.org/W3163489461","https://openalex.org/W3164984637","https://openalex.org/W3173178406","https://openalex.org/W3199057996","https://openalex.org/W3207057434","https://openalex.org/W4238416817","https://openalex.org/W4250137339","https://openalex.org/W4256583825","https://openalex.org/W4296460212","https://openalex.org/W4328007445"],"related_works":["https://openalex.org/W2513361055","https://openalex.org/W2087473612","https://openalex.org/W2606561216","https://openalex.org/W4212794616","https://openalex.org/W4282047417","https://openalex.org/W2908601854","https://openalex.org/W2793832220","https://openalex.org/W3090796280","https://openalex.org/W2087586941","https://openalex.org/W2361820086"],"abstract_inverted_index":{"For":[0],"252,179":[1],"Veterans":[2,29],"who":[3],"served":[4],"in":[5,13,48,91],"Iraq":[6],"and":[7,20,46,79,98],"Afghanistan":[8],"with":[9,63],"subsequent":[10],"MDD":[11],"noted":[12],"their":[14],"electronic":[15],"medical":[16],"records,":[17],"we":[18,84],"documented":[19],"described":[21],"the":[22,40,86,102],"major":[23],"pharmacotherapy":[24],"prescription":[25],"patterns":[26,34],"implemented":[27],"by":[28],"Health":[30],"Administration":[31],"providers.":[32],"Ten":[33],"accounted":[35],"for":[36,76,104],"almost":[37],"70%":[38],"of":[39,57,88,110],"data.":[41],"Associations":[42],"between":[43],"antidepressant":[44],"usage":[45],"outcomes":[47,72],"observational":[49],"data":[50],"may":[51],"be":[52],"confounded.":[53],"The":[54],"low":[55],"numbers":[56],"adverse":[58],"events,":[59],"especially":[60],"those":[61],"associated":[62],"all-cause":[64],"mortality,":[65],"make":[66],"our":[67,71,89,99],"calculations":[68],"imprecise.":[69],"Furthermore,":[70],"are":[73],"also":[74],"indications":[75],"both":[77],"disease":[78],"treatment.":[80,111],"Despite":[81],"these":[82],"limitations,":[83],"demonstrate":[85],"usefulness":[87],"framework":[90],"providing":[92],"operational":[93],"insight":[94],"into":[95],"clinical":[96],"practice,":[97],"results":[100],"underscore":[101],"need":[103],"increased":[105],"monitoring":[106],"during":[107],"critical":[108],"points":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}