{"id":"https://openalex.org/W4311138016","doi":"https://doi.org/10.1016/j.patter.2022.100655","title":"Early prediction and longitudinal modeling of preeclampsia from multiomics","display_name":"Early prediction and longitudinal modeling of preeclampsia from multiomics","publication_year":2022,"publication_date":"2022-12-01","ids":{"openalex":"https://openalex.org/W4311138016","doi":"https://doi.org/10.1016/j.patter.2022.100655","pmid":"https://pubmed.ncbi.nlm.nih.gov/36569558"},"language":"en","primary_location":{"id":"doi:10.1016/j.patter.2022.100655","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.patter.2022.100655","pdf_url":null,"source":{"id":"https://openalex.org/S4210198061","display_name":"Patterns","issn_l":"2666-3899","issn":["2666-3899"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Patterns","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.patter.2022.100655","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069090014","display_name":"Ivana Mari\u0107","orcid":"https://orcid.org/0000-0002-9441-521X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ivana Mari\u0107","raw_affiliation_strings":["Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062579994","display_name":"K\u00e9vin Contrepois","orcid":"https://orcid.org/0000-0001-9678-5161"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K\u00e9vin Contrepois","raw_affiliation_strings":["Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011354554","display_name":"Mira N. Moufarrej","orcid":"https://orcid.org/0000-0001-8953-4057"},"institutions":[{"id":"https://openalex.org/I4210121800","display_name":"Chan Zuckerberg Initiative (United States)","ror":"https://ror.org/02qenvm24","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121800"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mira N. Moufarrej","raw_affiliation_strings":["Departments of Bioengineering and Applied Physics, Stanford University and Chan Zuckerberg Biohub, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Departments of Bioengineering and Applied Physics, Stanford University and Chan Zuckerberg Biohub, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I4210121800","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091588670","display_name":"Ina A. Stelzer","orcid":"https://orcid.org/0000-0002-9974-4661"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ina A. Stelzer","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076807453","display_name":"Dorien Feyaerts","orcid":"https://orcid.org/0000-0002-0795-6625"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dorien Feyaerts","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031604456","display_name":"Xiaoyuan Han","orcid":"https://orcid.org/0000-0001-6394-3055"},"institutions":[{"id":"https://openalex.org/I119942576","display_name":"University of the Pacific","ror":"https://ror.org/05ma4gw77","country_code":"US","type":"education","lineage":["https://openalex.org/I119942576"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoyuan Han","raw_affiliation_strings":["University of the Pacific, Arthur A. Dugoni School of Dentistry, San Francisco, CA 94103, USA"],"affiliations":[{"raw_affiliation_string":"University of the Pacific, Arthur A. Dugoni School of Dentistry, San Francisco, CA 94103, USA","institution_ids":["https://openalex.org/I119942576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068321236","display_name":"Andy Sing Ong Tang","orcid":"https://orcid.org/0000-0002-8477-3670"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andy Tang","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079025527","display_name":"Natalie Stanley","orcid":"https://orcid.org/0009-0006-8686-1638"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Natalie Stanley","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063792544","display_name":"Ronald J. Wong","orcid":"https://orcid.org/0000-0003-1205-6936"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronald J. Wong","raw_affiliation_strings":["Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033786637","display_name":"Gavin M. Traber","orcid":"https://orcid.org/0000-0003-3494-9196"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gavin M. Traber","raw_affiliation_strings":["Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060893431","display_name":"Mathew Ellenberger","orcid":"https://orcid.org/0000-0002-0965-9528"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mathew Ellenberger","raw_affiliation_strings":["Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028087995","display_name":"Alan L. Chang","orcid":"https://orcid.org/0000-0003-1716-0134"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan L. Chang","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030124857","display_name":"Ramin Fallahzadeh","orcid":"https://orcid.org/0000-0001-9966-850X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramin Fallahzadeh","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065393424","display_name":"Huda Nassar","orcid":"https://orcid.org/0000-0003-2909-5202"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huda Nassar","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060733666","display_name":"Martin Becker","orcid":"https://orcid.org/0000-0003-4296-3481"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Becker","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043653175","display_name":"Maria Xenochristou","orcid":"https://orcid.org/0000-0001-5064-0813"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maria Xenochristou","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033491491","display_name":"Camilo Espinosa","orcid":"https://orcid.org/0000-0003-1630-1564"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Camilo Espinosa","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002814671","display_name":"Davide De Francesco","orcid":"https://orcid.org/0000-0002-6185-0514"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Davide De Francesco","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061206772","display_name":"Mohammad Sajjad Ghaemi","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]},{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Mohammad S. Ghaemi","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","Digital Technologies Research Centre, National Research Council Canada, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Digital Technologies Research Centre, National Research Council Canada, Toronto, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068609634","display_name":"Elizabeth K. Costello","orcid":"https://orcid.org/0000-0002-6441-2931"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth K. Costello","raw_affiliation_strings":["Departments of Medicine, and of Microbiology & Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Departments of Medicine, and of Microbiology & Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040026900","display_name":"Anthony Culos","orcid":"https://orcid.org/0000-0003-0083-6994"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Culos","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009212787","display_name":"Xuefeng B. Ling","orcid":"https://orcid.org/0000-0002-5386-3884"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuefeng B. Ling","raw_affiliation_strings":["Department of Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067320192","display_name":"Karl G. Sylvester","orcid":"https://orcid.org/0000-0002-8559-0155"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karl G. Sylvester","raw_affiliation_strings":["Department of Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Surgery, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005740119","display_name":"Gary L. Darmstadt","orcid":"https://orcid.org/0000-0002-7522-5824"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gary L. Darmstadt","raw_affiliation_strings":["Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055852366","display_name":"Virginia D. Winn","orcid":"https://orcid.org/0000-0003-1136-2907"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Virginia D. Winn","raw_affiliation_strings":["Department of Obstetrics and Gynecology, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Obstetrics and Gynecology, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033044395","display_name":"Gary M. Shaw","orcid":"https://orcid.org/0000-0001-7438-4914"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gary M. Shaw","raw_affiliation_strings":["Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054337159","display_name":"David A. Relman","orcid":"https://orcid.org/0000-0001-8331-1354"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]},{"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":"David A. Relman","raw_affiliation_strings":["Departments of Medicine, and of Microbiology & Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA","Infectious Diseases Section, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA 94304, USA"],"affiliations":[{"raw_affiliation_string":"Departments of Medicine, and of Microbiology & Immunology, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Infectious Diseases Section, Veterans Affairs Palo Alto Health Care System, Palo Alto, CA 94304, USA","institution_ids":["https://openalex.org/I204866599"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090505297","display_name":"Stephen R. Quake","orcid":"https://orcid.org/0000-0002-1613-0809"},"institutions":[{"id":"https://openalex.org/I4210121800","display_name":"Chan Zuckerberg Initiative (United States)","ror":"https://ror.org/02qenvm24","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121800"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen R. Quake","raw_affiliation_strings":["Departments of Bioengineering and Applied Physics, Stanford University and Chan Zuckerberg Biohub, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Departments of Bioengineering and Applied Physics, Stanford University and Chan Zuckerberg Biohub, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I4210121800","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015880330","display_name":"Martin S. Angst","orcid":"https://orcid.org/0000-0002-1550-8136"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin S. Angst","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024120181","display_name":"M Snyder","orcid":"https://orcid.org/0000-0003-0784-7987"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael P. Snyder","raw_affiliation_strings":["Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101779566","display_name":"David K. Stevenson","orcid":"https://orcid.org/0000-0002-7127-0281"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David K. Stevenson","raw_affiliation_strings":["Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034034727","display_name":"Brice Gaudilli\u00e8re","orcid":"https://orcid.org/0000-0002-3475-5706"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brice Gaudilliere","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031425035","display_name":"Nima Aghaeepour","orcid":"https://orcid.org/0000-0002-6117-8764"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nima Aghaeepour","raw_affiliation_strings":["Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","Department of Biomedical Data Science, Stanford University, Stanford, CA 94305, USA","Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Biomedical Data Science, Stanford University, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Department of Pediatrics, Division of Neonatal and Developmental Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":33,"corresponding_author_ids":["https://openalex.org/A5069090014"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":{"value":5200,"currency":"USD","value_usd":5200},"apc_paid":{"value":4677,"currency":"EUR","value_usd":5044},"fwci":8.3213,"has_fulltext":true,"cited_by_count":50,"citation_normalized_percentile":{"value":0.98432432,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"3","issue":"12","first_page":"100655","last_page":"100655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10290","display_name":"Pregnancy and preeclampsia studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"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/T10290","display_name":"Pregnancy and preeclampsia studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"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/T11629","display_name":"Birth, Development, and Health","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T10673","display_name":"Gestational Diabetes Research and Management","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2729","display_name":"Obstetrics and Gynecology"},"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/preeclampsia","display_name":"Preeclampsia","score":0.7389233708381653},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.6786364912986755},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.6001217365264893},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.5584445595741272},{"id":"https://openalex.org/keywords/confidence-interval","display_name":"Confidence interval","score":0.5516449809074402},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5424017310142517},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45572465658187866},{"id":"https://openalex.org/keywords/univariate-analysis","display_name":"Univariate analysis","score":0.43206971883773804},{"id":"https://openalex.org/keywords/area-under-the-curve","display_name":"Area under the curve","score":0.4212593138217926},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.4126179814338684},{"id":"https://openalex.org/keywords/cohort-study","display_name":"Cohort study","score":0.4101715087890625},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.39174312353134155},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.328926146030426},{"id":"https://openalex.org/keywords/obstetrics","display_name":"Obstetrics","score":0.3225034773349762},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.20389863848686218},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.18361440300941467},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.15098905563354492},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12574797868728638},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.07191377878189087}],"concepts":[{"id":"https://openalex.org/C2777218350","wikidata":"https://www.wikidata.org/wiki/Q61335","display_name":"Preeclampsia","level":3,"score":0.7389233708381653},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.6786364912986755},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.6001217365264893},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.5584445595741272},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.5516449809074402},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5424017310142517},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45572465658187866},{"id":"https://openalex.org/C144301174","wikidata":"https://www.wikidata.org/wiki/Q7893852","display_name":"Univariate analysis","level":3,"score":0.43206971883773804},{"id":"https://openalex.org/C76318530","wikidata":"https://www.wikidata.org/wiki/Q16833590","display_name":"Area under the curve","level":2,"score":0.4212593138217926},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.4126179814338684},{"id":"https://openalex.org/C201903717","wikidata":"https://www.wikidata.org/wiki/Q1778788","display_name":"Cohort study","level":2,"score":0.4101715087890625},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.39174312353134155},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.328926146030426},{"id":"https://openalex.org/C131872663","wikidata":"https://www.wikidata.org/wiki/Q5284418","display_name":"Obstetrics","level":1,"score":0.3225034773349762},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20389863848686218},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.18361440300941467},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.15098905563354492},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12574797868728638},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.07191377878189087},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1016/j.patter.2022.100655","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.patter.2022.100655","pdf_url":null,"source":{"id":"https://openalex.org/S4210198061","display_name":"Patterns","issn_l":"2666-3899","issn":["2666-3899"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Patterns","raw_type":"journal-article"},{"id":"pmid:36569558","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36569558","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":"Patterns (New York, N.Y.)","raw_type":null},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:841122ab-4753-4aa7-b735-61124c7dc478","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/object/?id=841122ab-4753-4aa7-b735-61124c7dc478","pdf_url":"https://nrc-publications.canada.ca/eng/view/ft/?id=841122ab-4753-4aa7-b735-61124c7dc478","source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt9md6t7nw","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/9md6t7nw","pdf_url":"https://escholarship.org/content/qt9md6t7nw/qt9md6t7nw.pdf?t=s0z041","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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":"Patterns, vol 3, iss 12","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9768681","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9768681","pdf_url":null,"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":"Patterns (N Y)","raw_type":"Text"},{"id":"doi:10.21430/m36yyrega0","is_oa":true,"landing_page_url":"https://doi.org/10.21430/m36yyrega0","pdf_url":null,"source":{"id":"https://openalex.org/S7407052242","display_name":"ImmPort","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.1016/j.patter.2022.100655","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.patter.2022.100655","pdf_url":null,"source":{"id":"https://openalex.org/S4210198061","display_name":"Patterns","issn_l":"2666-3899","issn":["2666-3899"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Patterns","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8399999737739563,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1128133788","display_name":null,"funder_award_id":"Gates","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G21940319","display_name":null,"funder_award_id":"R35GM138353","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2217282386","display_name":null,"funder_award_id":"1R01HL139844","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2997482998","display_name":null,"funder_award_id":"GM138353","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4084954644","display_name":null,"funder_award_id":"OPP1113682","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G4180995733","display_name":null,"funder_award_id":"OPP11","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G42813494","display_name":null,"funder_award_id":"HG007735","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G435578239","display_name":null,"funder_award_id":"INV037517","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G5057573119","display_name":null,"funder_award_id":"1113682","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G6242571641","display_name":null,"funder_award_id":"R01HL139844","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6828041580","display_name":null,"funder_award_id":"OPP1112382","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G7366742448","display_name":null,"funder_award_id":"5RM1HG00773507","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"},{"id":"https://openalex.org/G768258550","display_name":null,"funder_award_id":"OPP111","funder_id":"https://openalex.org/F4320306137","funder_display_name":"Bill and Melinda Gates Foundation"}],"funders":[{"id":"https://openalex.org/F4320306080","display_name":"Foundation for the National Institutes of Health","ror":"https://ror.org/00k86s890"},{"id":"https://openalex.org/F4320306133","display_name":"Burroughs Wellcome Fund","ror":"https://ror.org/01d35cw23"},{"id":"https://openalex.org/F4320306137","display_name":"Bill and Melinda Gates Foundation","ror":"https://ror.org/0456r8d26"},{"id":"https://openalex.org/F4320306182","display_name":"March of Dimes Foundation","ror":"https://ror.org/04bd5p711"},{"id":"https://openalex.org/F4320308507","display_name":"Stanford University","ror":"https://ror.org/00f54p054"},{"id":"https://openalex.org/F4320315474","display_name":"Chan Zuckerberg Initiative","ror":"https://ror.org/02qenvm24"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332427","display_name":"School of Medicine, Stanford University","ror":"https://ror.org/00f54p054"},{"id":"https://openalex.org/F4320337840","display_name":"Stanford Maternal and Child Health Research Institute","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":93,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W301622561","https://openalex.org/W1576249624","https://openalex.org/W1603640418","https://openalex.org/W1650344976","https://openalex.org/W1965017587","https://openalex.org/W1966414426","https://openalex.org/W1966993307","https://openalex.org/W1975775758","https://openalex.org/W1978940943","https://openalex.org/W1988924220","https://openalex.org/W1997446501","https://openalex.org/W1998508489","https://openalex.org/W2013864399","https://openalex.org/W2015260577","https://openalex.org/W2018796789","https://openalex.org/W2019113075","https://openalex.org/W2025040924","https://openalex.org/W2025596592","https://openalex.org/W2029432061","https://openalex.org/W2033396270","https://openalex.org/W2042299891","https://openalex.org/W2043207514","https://openalex.org/W2044551154","https://openalex.org/W2061506872","https://openalex.org/W2064120842","https://openalex.org/W2068912461","https://openalex.org/W2078370514","https://openalex.org/W2082730028","https://openalex.org/W2085729455","https://openalex.org/W2094395765","https://openalex.org/W2095195639","https://openalex.org/W2095759878","https://openalex.org/W2097615954","https://openalex.org/W2098543203","https://openalex.org/W2103017472","https://openalex.org/W2103050526","https://openalex.org/W2107256644","https://openalex.org/W2110065044","https://openalex.org/W2112081648","https://openalex.org/W2120989968","https://openalex.org/W2122825543","https://openalex.org/W2143180984","https://openalex.org/W2151966945","https://openalex.org/W2160153755","https://openalex.org/W2161154362","https://openalex.org/W2162325336","https://openalex.org/W2162600341","https://openalex.org/W2166247901","https://openalex.org/W2170867031","https://openalex.org/W2201782837","https://openalex.org/W2239996937","https://openalex.org/W2245756097","https://openalex.org/W2471743045","https://openalex.org/W2520664488","https://openalex.org/W2561810583","https://openalex.org/W2562162676","https://openalex.org/W2564702731","https://openalex.org/W2571040143","https://openalex.org/W2752229394","https://openalex.org/W2769717261","https://openalex.org/W2771036616","https://openalex.org/W2783624430","https://openalex.org/W2791197774","https://openalex.org/W2809990446","https://openalex.org/W2850708907","https://openalex.org/W2889878092","https://openalex.org/W2897779004","https://openalex.org/W2899446499","https://openalex.org/W2916697167","https://openalex.org/W2920342605","https://openalex.org/W2921594188","https://openalex.org/W2944160674","https://openalex.org/W2945936487","https://openalex.org/W2948812843","https://openalex.org/W2950287148","https://openalex.org/W2950595506","https://openalex.org/W2953937638","https://openalex.org/W2963764207","https://openalex.org/W2972619051","https://openalex.org/W2986009663","https://openalex.org/W2987075106","https://openalex.org/W3003112162","https://openalex.org/W3010721756","https://openalex.org/W3022658502","https://openalex.org/W3032754995","https://openalex.org/W3037210404","https://openalex.org/W3041537557","https://openalex.org/W4240294902","https://openalex.org/W4365421841","https://openalex.org/W6764990469","https://openalex.org/W6779354494","https://openalex.org/W6788566074"],"related_works":["https://openalex.org/W3030915957","https://openalex.org/W2373132269","https://openalex.org/W3108466129","https://openalex.org/W2051966709","https://openalex.org/W2392162854","https://openalex.org/W2008911041","https://openalex.org/W2744023513","https://openalex.org/W2949466702","https://openalex.org/W2390926424","https://openalex.org/W4400418921"],"abstract_inverted_index":{"Preeclampsia":[0],"is":[1,134],"a":[2,34,43,131,142,145],"complex":[3],"disease":[4],"of":[5,18,23,37,89],"pregnancy":[6],"whose":[7],"physiopathology":[8],"remains":[9],"unclear.":[10],"We":[11],"developed":[12],"machine-learning":[13],"models":[14],"for":[15,144,150],"early":[16,41,147],"prediction":[17,44],"preeclampsia":[19],"(first":[20],"16":[21],"weeks":[22],"pregnancy)":[24],"and":[25,54,110,124],"over":[26],"gestation":[27],"by":[28],"analyzing":[29],"six":[30],"omics":[31],"datasets":[32],"from":[33],"longitudinal":[35],"cohort":[36,60],"pregnant":[38],"women.":[39],"For":[40],"pregnancy,":[42],"model":[45,95],"using":[46],"nine":[47],"urine":[48],"metabolites":[49],"had":[50],"the":[51,63],"highest":[52],"accuracy":[53,98],"was":[55],"validated":[56],"on":[57],"an":[58],"independent":[59],"(area":[61],"under":[62],"receiver-operating":[64],"characteristic":[65],"curve":[66],"[AUC]":[67],"=":[68,78,100],"0.88,":[69],"95%":[70,80],"confidence":[71],"interval":[72],"[CI]":[73],"[0.76,":[74],"0.99]":[75],"cross-validated;":[76],"AUC":[77],"0.83,":[79],"CI":[81],"[0.62,1]":[82],"validated).":[83],"Univariate":[84],"analysis":[85],"demonstrated":[86],"statistical":[87],"significance":[88],"identified":[90,106],"metabolites.":[91],"An":[92],"integrated":[93],"multiomics":[94],"further":[96,128],"improved":[97],"(AUC":[99],"0.94).":[101],"Several":[102],"biological":[103],"pathways":[104],"were":[105],"including":[107],"tryptophan,":[108],"caffeine,":[109],"arachidonic":[111],"acid":[112],"metabolisms.":[113],"Integration":[114],"with":[115],"immune":[116,123],"cytometry":[117],"data":[118],"suggested":[119],"novel":[120],"associations":[121],"between":[122],"proteomic":[125],"dynamics.":[126],"While":[127],"validation":[129],"in":[130],"larger":[132],"population":[133],"necessary,":[135],"these":[136],"encouraging":[137],"results":[138],"can":[139],"serve":[140],"as":[141],"basis":[143],"simple,":[146],"diagnostic":[148],"test":[149],"preeclampsia.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":13}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2022-12-23T00:00:00"}
