{"id":"https://openalex.org/W2892006582","doi":"https://doi.org/10.1186/s12911-018-0653-3","title":"Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining","display_name":"Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2892006582","doi":"https://doi.org/10.1186/s12911-018-0653-3","mag":"2892006582","pmid":"https://pubmed.ncbi.nlm.nih.gov/30255805"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-018-0653-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-018-0653-3","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-018-0653-3","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","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-018-0653-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016416266","display_name":"Khader Shameer","orcid":"https://orcid.org/0000-0002-9982-1911"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khader Shameer","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","institution_ids":[]},{"raw_affiliation_string":"Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081001975","display_name":"M. Mercedes P\u00e9rez-Rodr\u00edguez","orcid":"https://orcid.org/0000-0001-5137-1993"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Mercedes Perez-Rodriguez","raw_affiliation_strings":["Department of Psychiatry, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011723089","display_name":"Roy Bachar","orcid":null},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]},{"id":"https://openalex.org/I1324520350","display_name":"Hackensack University Medical Center","ror":"https://ror.org/008zj0x80","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1324520350"]},{"id":"https://openalex.org/I4210148589","display_name":"Hackensack Meridian Health","ror":"https://ror.org/04p5zd128","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210148589"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roy Bachar","raw_affiliation_strings":["Department of Psychiatry, Mount Sinai Health System, New York, NY, USA","Hackensack Meridian Health Hackensack University Medical Center, Hackensack, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]},{"raw_affiliation_string":"Hackensack Meridian Health Hackensack University Medical Center, Hackensack, NJ, USA","institution_ids":["https://openalex.org/I4210148589","https://openalex.org/I1324520350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361005","display_name":"Li Li","orcid":"https://orcid.org/0000-0001-6746-4297"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","institution_ids":[]},{"raw_affiliation_string":"Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110093334","display_name":"Amy Johnson","orcid":null},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy Johnson","raw_affiliation_strings":["Department of Psychiatry, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085920644","display_name":"Kipp W. Johnson","orcid":"https://orcid.org/0000-0002-5102-741X"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kipp W. Johnson","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","institution_ids":[]},{"raw_affiliation_string":"Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030539003","display_name":"Benjamin S. Glicksberg","orcid":"https://orcid.org/0000-0003-4515-8090"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin S. Glicksberg","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","institution_ids":[]},{"raw_affiliation_string":"Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103186724","display_name":"Milo R. Smith","orcid":"https://orcid.org/0000-0003-3026-4050"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Milo R. Smith","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","institution_ids":[]},{"raw_affiliation_string":"Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013411206","display_name":"Ben Readhead","orcid":"https://orcid.org/0000-0003-4353-9965"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Readhead","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","institution_ids":[]},{"raw_affiliation_string":"Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049863118","display_name":"Joseph R. Scarpa","orcid":"https://orcid.org/0000-0002-7596-9401"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joseph Scarpa","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081876989","display_name":"Jebakumar Jebakaran","orcid":null},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jebakumar Jebakaran","raw_affiliation_strings":["Mount Sinai Data Warehouse, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mount Sinai Data Warehouse, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019842052","display_name":"Patricia Kovatch","orcid":"https://orcid.org/0000-0001-8368-1742"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patricia Kovatch","raw_affiliation_strings":["Mount Sinai Data Warehouse, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mount Sinai Data Warehouse, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050073794","display_name":"Sabina Lim","orcid":"https://orcid.org/0000-0003-0509-6681"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sabina Lim","raw_affiliation_strings":["Department of Psychiatry, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014105109","display_name":"Wayne K. Goodman","orcid":"https://orcid.org/0000-0001-6717-082X"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wayne Goodman","raw_affiliation_strings":["Department of Psychiatry, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072386957","display_name":"David L. Reich","orcid":"https://orcid.org/0000-0003-0095-515X"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David L. Reich","raw_affiliation_strings":["Department of Anesthesiology, Mount Sinai Health System, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Mount Sinai Health System, New York, NY, USA","institution_ids":["https://openalex.org/I1320796813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032714338","display_name":"Andrew Kasarskis","orcid":"https://orcid.org/0000-0001-6454-9076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew Kasarskis","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086753691","display_name":"Nicholas P. Tatonetti","orcid":"https://orcid.org/0000-0002-2700-2597"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas P. Tatonetti","raw_affiliation_strings":["Departments of Biomedical Informatics, Systems Biology and Medicine, Columbia University, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departments of Biomedical Informatics, Systems Biology and Medicine, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043599202","display_name":"Joel T. Dudley","orcid":"https://orcid.org/0000-0002-7036-6492"},"institutions":[{"id":"https://openalex.org/I1320796813","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1320796813"]},{"id":"https://openalex.org/I4210151462","display_name":"New York Genome Center","ror":"https://ror.org/05wf2ga96","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210151462"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joel T. Dudley","raw_affiliation_strings":["Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA. joel.dudley@mssm.edu","Department of Population Health Science and Policy; Icahn School of Medicine at Mount Sinai, Mount Sinai Health System, New York, NY, USA. joel.dudley@mssm.edu","Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA. joel.dudley@mssm.edu","Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA. joel.dudley@mssm.edu","institution_ids":["https://openalex.org/I4210151462"]},{"raw_affiliation_string":"Department of Population Health Science and Policy; Icahn School of Medicine at Mount Sinai, Mount Sinai Health System, New York, NY, USA. joel.dudley@mssm.edu","institution_ids":["https://openalex.org/I1320796813"]},{"raw_affiliation_string":"Institute for Next Generation Healthcare, Mount Sinai Health System, New York, NY, USA. joel.dudley@mssm.edu","institution_ids":["https://openalex.org/I1320796813"]},{"raw_affiliation_string":"Department of Genetics and Genomic Sciences, Icahn Institute for Genomics and Multiscale Biology, New York, NY, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043599202"],"corresponding_institution_ids":["https://openalex.org/I1320796813","https://openalex.org/I4210151462"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":1.5617,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.84976724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"18","issue":"S3","first_page":"79","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10198","display_name":"Heart Failure Treatment and Management","score":0.3855000138282776,"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":0.3855000138282776,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.29490000009536743,"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"}},{"id":"https://openalex.org/T10845","display_name":"Advanced Causal Inference Techniques","score":0.0803999975323677,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.755623459815979},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5893316268920898},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.5370885729789734},{"id":"https://openalex.org/keywords/comorbidity","display_name":"Comorbidity","score":0.4821721911430359},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.47957366704940796},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.45738500356674194},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.42856407165527344},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.3560066223144531},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.35244685411453247},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14931067824363708},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.11694923043251038}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.755623459815979},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5893316268920898},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.5370885729789734},{"id":"https://openalex.org/C2779159551","wikidata":"https://www.wikidata.org/wiki/Q1414874","display_name":"Comorbidity","level":2,"score":0.4821721911430359},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.47957366704940796},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.45738500356674194},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.42856407165527344},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3560066223144531},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.35244685411453247},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14931067824363708},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.11694923043251038},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":false},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004347","descriptor_name":"Drug Interactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D010359","descriptor_name":"Patient Readmission","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015331","descriptor_name":"Cohort Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","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":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1186/s12911-018-0653-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-018-0653-3","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-018-0653-3","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:30255805","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30255805","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:doaj.org/article:607b367228c842dc9e85593c26b8353a","is_oa":false,"landing_page_url":"https://doaj.org/article/607b367228c842dc9e85593c26b8353a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 18, Iss S3, Pp 1-11 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5103939","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6156906","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":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6156906","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6156906","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":"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":"doi:10.7916/d8-hnvc-w334","is_oa":true,"landing_page_url":"https://doi.org/10.7916/d8-hnvc-w334","pdf_url":null,"source":{"id":"https://openalex.org/S4306402601","display_name":"Columbia Academic Commons (Columbia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78577930","host_organization_name":"Columbia University","host_organization_lineage":["https://openalex.org/I78577930"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1186/s12911-018-0653-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-018-0653-3","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-018-0653-3","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":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G2294136274","display_name":null,"funder_award_id":"UL1TR001433","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G6580664779","display_name":null,"funder_award_id":"UL1TR001433","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6684223059","display_name":null,"funder_award_id":"KL2 TR001435","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G6719900742","display_name":null,"funder_award_id":"UL1 TR001433","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G849583259","display_name":null,"funder_award_id":"S10 OD018522","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320311440","display_name":"National Alliance for Research on Schizophrenia and Depression","ror":"https://ror.org/03a63f080"},{"id":"https://openalex.org/F4320312147","display_name":"Mount Sinai Health System","ror":"https://ror.org/04kfn4587"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2892006582.pdf","grobid_xml":"https://content.openalex.org/works/W2892006582.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W43377266","https://openalex.org/W1267646904","https://openalex.org/W1835155866","https://openalex.org/W1967232655","https://openalex.org/W1976618615","https://openalex.org/W1980001478","https://openalex.org/W1983093846","https://openalex.org/W1986402015","https://openalex.org/W1990209668","https://openalex.org/W1994339511","https://openalex.org/W1997382330","https://openalex.org/W2000445173","https://openalex.org/W2002324241","https://openalex.org/W2015172796","https://openalex.org/W2028878367","https://openalex.org/W2044372469","https://openalex.org/W2059194065","https://openalex.org/W2059267985","https://openalex.org/W2065463734","https://openalex.org/W2082506593","https://openalex.org/W2094683464","https://openalex.org/W2111737093","https://openalex.org/W2114190257","https://openalex.org/W2119002393","https://openalex.org/W2121574582","https://openalex.org/W2122730105","https://openalex.org/W2134538204","https://openalex.org/W2145578524","https://openalex.org/W2149624936","https://openalex.org/W2154692607","https://openalex.org/W2159275967","https://openalex.org/W2165276227","https://openalex.org/W2167573516","https://openalex.org/W2169167455","https://openalex.org/W2212509023","https://openalex.org/W2226243673","https://openalex.org/W2257438637","https://openalex.org/W2263458352","https://openalex.org/W2267569572","https://openalex.org/W2271670697","https://openalex.org/W2276520418","https://openalex.org/W2288716524","https://openalex.org/W2296597812","https://openalex.org/W2317337899","https://openalex.org/W2333493495","https://openalex.org/W2341574236","https://openalex.org/W2396274943","https://openalex.org/W2413889045","https://openalex.org/W2439879183","https://openalex.org/W2550447077","https://openalex.org/W2587939208","https://openalex.org/W2884872821","https://openalex.org/W2982584582","https://openalex.org/W4245880239"],"related_works":["https://openalex.org/W1978188354","https://openalex.org/W3141224953","https://openalex.org/W2361820086","https://openalex.org/W2155091457","https://openalex.org/W4240532399","https://openalex.org/W2765738011","https://openalex.org/W4387318495","https://openalex.org/W2157868280","https://openalex.org/W2002142585","https://openalex.org/W2795699014"],"abstract_inverted_index":{"BACKGROUND:":[0],"Worldwide,":[1],"over":[2],"14%":[3],"of":[4,31,46,48,98,165,202,242,272,285,306,389,414,434,446],"individuals":[5,60],"hospitalized":[6],"for":[7,64,151,181,258,366],"psychiatric":[8,93,152,261,333,399,435],"reasons":[9],"have":[10,418],"readmissions":[11,89],"to":[12,57,73,78,127,161,209,313,392,427,469,475],"hospitals":[13],"within":[14],"30":[15],"days":[16],"after":[17,90,179],"discharge.":[18],"Predicting":[19],"patients":[20,244,308,480],"at":[21,61],"risk":[22,63,238,257,271],"and":[23,87,140,176,187,227,292,323,332,337,343,364,379,407,450],"leveraging":[24],"accelerated":[25],"interventions":[26],"can":[27],"reduce":[28],"the":[29,44,80,96,112,119,149,163,200,269,304,314,387,431],"rates":[30,478],"early":[32],"readmission,":[33],"a":[34,39,75,115,135,143,240,398,412,454,463],"negative":[35],"clinical":[36,455],"outcome":[37],"(i.e.,":[38],"treatment":[40],"failure)":[41],"that":[42,329,368,417,472],"affects":[43],"quality":[45],"life":[47],"patient.":[49],"To":[50],"implement":[51],"individualized":[52],"interventions,":[53],"it":[54],"is":[55,359],"necessary":[56],"predict":[58],"those":[59],"highest":[62,270],"30-day":[65,84,169],"readmission.":[66],"In":[67,248,382,443],"this":[68,383],"study,":[69,250,384],"our":[70,249],"aim":[71],"was":[72,125,132],"conduct":[74],"data-driven":[76,216,380],"investigation":[77],"find":[79,470],"pharmacological":[81],"factors":[82,394,471],"influencing":[83],"all-cause,":[85],"intra-":[86],"interdepartmental":[88],"an":[91,214],"index":[92],"admission,":[94],"using":[95,142,195,206,245,462],"compendium":[97],"prescription":[99,166,220,265,301],"data":[100,109,150,167,197,358,391,404,464],"(prescriptome)":[101],"from":[102,118,362,405],"electronic":[103],"medical":[104],"records":[105],"(EMR).":[106],"METHODS:":[107],"The":[108],"scientists":[110],"in":[111,134,239,303,397,453,479],"project":[113],"received":[114],"deidentified":[116],"database":[117],"Mount":[120],"Sinai":[121],"Data":[122,131],"Warehouse,":[123],"which":[124],"used":[126,156],"perform":[128],"all":[129],"analyses.":[130],"stored":[133],"secured":[136],"MySQL":[137],"database,":[138],"normalized":[139],"indexed":[141],"unique":[144],"hexadecimal":[145],"identifier":[146],"associated":[147,235,255],"with":[148,168,199,236,256,421,440,481],"illness":[153,436],"visits.":[154],"We":[155,172,189,281],"Bayesian":[157],"logistic":[158],"regression":[159],"models":[160,175],"evaluate":[162],"association":[164],"readmission":[170,237,259,273,396,477],"risk.":[171],"constructed":[173],"individual":[174],"compiled":[177],"results":[178],"adjusting":[180],"covariates,":[182],"including":[183],"drug":[184],"exposure,":[185],"age,":[186],"gender.":[188],"also":[190,282,376,437],"performed":[191],"digital":[192,402],"comorbidity":[193,321],"survey":[194],"EMR":[196],"combined":[198],"estimation":[201],"shared":[203,324,346],"genetic":[204,325,432],"architecture":[205,433],"genomic":[207,460],"annotations":[208],"disease":[210,331],"phenotypes.":[211],"RESULTS:":[212],"Using":[213],"automated,":[215],"approach,":[217],"we":[218,251,385],"identified":[219,252,283],"medications,":[221,447],"side":[222,225,230,233,287,294,448],"effects":[223,231,288,295],"(primary":[224],"effects),":[226],"drug-drug":[228,451],"interaction-induced":[229],"(secondary":[232],"effects)":[234],"cohort":[241],"1275":[243],"prescriptome":[246,357,390],"analytics.":[247],"28":[253],"drugs":[254,302],"among":[260],"patients.":[262],"Based":[263],"on":[264],"data,":[266],"Pravastatin":[267],"had":[268],"(OR":[274],"=":[275,290,297,310,318,349,352],"13.10;":[276],"95%":[277],"CI":[278],"(2.82,":[279],"60.8)).":[280],"enrichment":[284],"primary":[286],"(n":[289,296,309,317,348],"4006)":[291],"secondary":[293],"36)":[298],"induced":[299],"by":[300],"subset":[305,413],"readmitted":[307],"89)":[311],"compared":[312],"non-readmitted":[315],"subgroup":[316],"1186).":[319],"Digital":[320],"analyses":[322,326,374],"further":[327],"reveals":[328],"cardiovascular":[330,422,441],"conditions":[334],"are":[335,424],"comorbid":[336],"share":[338],"functional":[339],"gene":[340],"modules":[341],"(cardiomyopathy":[342],"anxiety":[344],"disorder:":[345],"genes":[347],"37;":[350],"P":[351],"1.06815E-06)).":[353],"CONCLUSIONS:":[354],"Large":[355],"scale":[356],"now":[360],"available":[361],"EMRs":[363,406],"accessible":[365],"analytics":[367],"could":[369,375,467,473],"improve":[370],"healthcare":[371],"outcomes.":[372],"Such":[373],"drive":[377],"hypothesis":[378],"research.":[381],"explored":[386],"utility":[388],"identify":[393],"driving":[395],"cohort.":[400],"Converging":[401],"health":[403],"systems":[408],"biology":[409],"investigations":[410],"reveal":[411],"patient":[415],"populations":[416],"significant":[419],"comorbidities":[420],"diseases":[423],"more":[425],"likely":[426],"be":[428],"readmitted.":[429],"Further,":[430],"suggests":[438],"overlap":[439],"diseases.":[442],"summary,":[444],"assessment":[445],"effects,":[449],"interactions":[452],"setting":[456],"as":[457,459],"well":[458],"information":[461],"mining":[465],"approach":[466],"help":[468,474],"lower":[476],"mental":[482],"illness.":[483]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}