{"id":"https://openalex.org/W4387615836","doi":"https://doi.org/10.1007/s41666-023-00151-4","title":"Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes","display_name":"Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4387615836","doi":"https://doi.org/10.1007/s41666-023-00151-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/38273984"},"language":"en","primary_location":{"id":"doi:10.1007/s41666-023-00151-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41666-023-00151-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210196546","display_name":"Journal of Healthcare Informatics Research","issn_l":"2509-4971","issn":["2509-4971","2509-498X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Healthcare Informatics Research","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2310.10203","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007040994","display_name":"Tomas M. Bosschieter","orcid":"https://orcid.org/0000-0001-9726-6400"},"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":"Tomas M. Bosschieter","raw_affiliation_strings":["Stanford University, Stanford, CA USA","Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090775012","display_name":"Zifei Xu","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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zifei Xu","raw_affiliation_strings":["Stanford University, Stanford, CA USA","Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029924270","display_name":"Hui Lan","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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Lan","raw_affiliation_strings":["Stanford University, Stanford, CA USA","Stanford University, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068931679","display_name":"Benjamin J. Lengerich","orcid":"https://orcid.org/0000-0001-8690-9554"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin J. Lengerich","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, MA USA","Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050672320","display_name":"Harsha Nori","orcid":"https://orcid.org/0000-0002-5442-1359"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harsha Nori","raw_affiliation_strings":["Microsoft Research, Redmond, WA USA","Microsoft Research, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077560099","display_name":"Ian Painter","orcid":"https://orcid.org/0000-0001-7643-1200"},"institutions":[{"id":"https://openalex.org/I4210153687","display_name":"Foundation for Health Care Quality","ror":"https://ror.org/057pf1v38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210153687"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian Painter","raw_affiliation_strings":["Foundation for Healthcare Quality, Seattle, WA USA","Foundation for Healthcare Quality, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foundation for Healthcare Quality, Seattle, WA USA","institution_ids":["https://openalex.org/I4210153687"]},{"raw_affiliation_string":"Foundation for Healthcare Quality, Seattle, WA, USA","institution_ids":["https://openalex.org/I4210153687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102865000","display_name":"Vivienne Souter","orcid":"https://orcid.org/0000-0001-5599-8179"},"institutions":[{"id":"https://openalex.org/I4210153687","display_name":"Foundation for Health Care Quality","ror":"https://ror.org/057pf1v38","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210153687"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vivienne Souter","raw_affiliation_strings":["Foundation for Healthcare Quality, Seattle, WA USA","Foundation for Healthcare Quality, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foundation for Healthcare Quality, Seattle, WA USA","institution_ids":["https://openalex.org/I4210153687"]},{"raw_affiliation_string":"Foundation for Healthcare Quality, Seattle, WA, USA","institution_ids":["https://openalex.org/I4210153687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083893060","display_name":"Rich Caruana","orcid":"https://orcid.org/0000-0002-6383-7786"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rich Caruana","raw_affiliation_strings":["Microsoft Research, Redmond, WA USA","Microsoft Research, Redmond, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007040994","https://openalex.org/A5083893060","https://openalex.org/A5102865000"],"corresponding_institution_ids":["https://openalex.org/I1290206253","https://openalex.org/I4210153687","https://openalex.org/I97018004"],"apc_list":{"value":3090,"currency":"USD","value_usd":3090},"apc_paid":null,"fwci":3.3325,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94032168,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"65","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14374","display_name":"Statistical Methods in Epidemiology","score":0.9828000068664551,"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"}},"topics":[{"id":"https://openalex.org/T14374","display_name":"Statistical Methods in Epidemiology","score":0.9828000068664551,"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"}},{"id":"https://openalex.org/T11467","display_name":"Trauma and Emergency Care Studies","score":0.9431999921798706,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8664945363998413},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7153632044792175},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6631661653518677},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.5560415387153625},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.4817911982536316},{"id":"https://openalex.org/keywords/shoulder-dystocia","display_name":"Shoulder dystocia","score":0.4708523154258728},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4311032295227051},{"id":"https://openalex.org/keywords/obstetrics","display_name":"Obstetrics","score":0.41811999678611755},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3726886808872223},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2658860683441162},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.15039145946502686}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8664945363998413},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7153632044792175},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6631661653518677},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.5560415387153625},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.4817911982536316},{"id":"https://openalex.org/C2779470629","wikidata":"https://www.wikidata.org/wiki/Q420240","display_name":"Shoulder dystocia","level":3,"score":0.4708523154258728},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4311032295227051},{"id":"https://openalex.org/C131872663","wikidata":"https://www.wikidata.org/wiki/Q5284418","display_name":"Obstetrics","level":1,"score":0.41811999678611755},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3726886808872223},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2658860683441162},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.15039145946502686},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s41666-023-00151-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41666-023-00151-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210196546","display_name":"Journal of Healthcare Informatics Research","issn_l":"2509-4971","issn":["2509-4971","2509-498X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Healthcare Informatics Research","raw_type":"journal-article"},{"id":"pmid:38273984","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38273984","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of healthcare informatics research","raw_type":null},{"id":"pmh:oai:arXiv.org:2310.10203","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.10203","pdf_url":"https://arxiv.org/pdf/2310.10203","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:dspace.mit.edu:1721.1/153417","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/153417","pdf_url":"https://dspace.mit.edu/bitstream/1721.1/153417/1/41666_2023_151_ReferencePDF.pdf","source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Springer International Publishing","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10805688","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10805688","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10805688/pdf/41666_2023_Article_151.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Healthc Inform Res","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2310.10203","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.10203","pdf_url":"https://arxiv.org/pdf/2310.10203","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387615836.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W140254151","https://openalex.org/W598998976","https://openalex.org/W1977177161","https://openalex.org/W1980283223","https://openalex.org/W2046945713","https://openalex.org/W2052340253","https://openalex.org/W2058736701","https://openalex.org/W2103106395","https://openalex.org/W2124299914","https://openalex.org/W2149033360","https://openalex.org/W2157355630","https://openalex.org/W2166163519","https://openalex.org/W2295598076","https://openalex.org/W2470979358","https://openalex.org/W2742081990","https://openalex.org/W2908602573","https://openalex.org/W2911964244","https://openalex.org/W2969705353","https://openalex.org/W2973631113","https://openalex.org/W2978564376","https://openalex.org/W2990315111","https://openalex.org/W3013317867","https://openalex.org/W3039816008","https://openalex.org/W3046113390","https://openalex.org/W3046918297","https://openalex.org/W3126726353","https://openalex.org/W3128465777","https://openalex.org/W3128562556","https://openalex.org/W3156072351","https://openalex.org/W3171322015","https://openalex.org/W3193986332","https://openalex.org/W3206142271","https://openalex.org/W3211143687","https://openalex.org/W3215919632","https://openalex.org/W4200397448","https://openalex.org/W4224317703","https://openalex.org/W4226023830","https://openalex.org/W4226330573","https://openalex.org/W4282933928","https://openalex.org/W4287348486","https://openalex.org/W4287758797","https://openalex.org/W4313637883","https://openalex.org/W4313638952","https://openalex.org/W4313643503","https://openalex.org/W4313643674","https://openalex.org/W4367046738"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W4385216705"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
