{"id":"https://openalex.org/W793270643","doi":"https://doi.org/10.1093/jamia/ocv017","title":"A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research","display_name":"A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research","publication_year":2015,"publication_date":"2015-07-03","ids":{"openalex":"https://openalex.org/W793270643","doi":"https://doi.org/10.1093/jamia/ocv017","mag":"793270643","pmid":"https://pubmed.ncbi.nlm.nih.gov/26142423"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocv017","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocv017","pdf_url":"https://academic.oup.com/jamia/article-pdf/22/6/1187/34146366/ocv017.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jamia/article-pdf/22/6/1187/34146366/ocv017.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089705492","display_name":"Daniella Meeker","orcid":"https://orcid.org/0000-0002-1034-7628"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniella Meeker","raw_affiliation_strings":["Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA","Information Sciences Institute, University of Southern California, Marina Del Rey, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Preventive Medicine, University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"Information Sciences Institute, University of Southern California, Marina Del Rey, CA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055458864","display_name":"Xiaoqian Jiang","orcid":"https://orcid.org/0000-0001-9933-2205"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoqian Jiang","raw_affiliation_strings":["Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011689338","display_name":"Michael E. Matheny","orcid":"https://orcid.org/0000-0003-3217-4147"},"institutions":[{"id":"https://openalex.org/I4210110523","display_name":"Geriatric Research Education and Clinical Center","ror":"https://ror.org/01nh3sx96","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210110523","https://openalex.org/I4210133905","https://openalex.org/I4210147340"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael E Matheny","raw_affiliation_strings":["Department of Biomedical Informatics, Division of General Internal Medicine, Department of Biostatistics","Geriatrics Research, Education, and Clinical Care Service"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, Division of General Internal Medicine, Department of Biostatistics","institution_ids":[]},{"raw_affiliation_string":"Geriatrics Research, Education, and Clinical Care Service","institution_ids":["https://openalex.org/I4210110523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037482372","display_name":"Claudiu Farcas","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Claudiu Farcas","raw_affiliation_strings":["Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Michel D\u2019Arcy","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michel D\u2019Arcy","raw_affiliation_strings":["Information Sciences Institute, University of Southern California, Marina Del Rey, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, University of Southern California, Marina Del Rey, CA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060366411","display_name":"Laura Pearlman","orcid":"https://orcid.org/0000-0002-0749-4707"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laura Pearlman","raw_affiliation_strings":["Information Sciences Institute, University of Southern California, Marina Del Rey, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, University of Southern California, Marina Del Rey, CA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108378375","display_name":"L. Nookala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110523","display_name":"Geriatric Research Education and Clinical Center","ror":"https://ror.org/01nh3sx96","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210110523","https://openalex.org/I4210133905","https://openalex.org/I4210147340"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lavanya Nookala","raw_affiliation_strings":["Geriatrics Research, Education, and Clinical Care Service"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geriatrics Research, Education, and Clinical Care Service","institution_ids":["https://openalex.org/I4210110523"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018318587","display_name":"Michele E. Day","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michele E Day","raw_affiliation_strings":["Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000822487","display_name":"Katherine Kim","orcid":"https://orcid.org/0000-0001-5766-3938"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katherine K Kim","raw_affiliation_strings":["Department of Pathology and Laboratory Medicine and Department of Internal Medicine, University of California Davis, Sacramento, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology and Laboratory Medicine and Department of Internal Medicine, University of California Davis, Sacramento, CA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020006174","display_name":"Hyeoneui Kim","orcid":"https://orcid.org/0000-0002-5931-7286"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyeoneui Kim","raw_affiliation_strings":["Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021099456","display_name":"Aziz A. Boxwala","orcid":"https://orcid.org/0000-0002-5910-5523"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aziz Boxwala","raw_affiliation_strings":["Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056693253","display_name":"Robert El\u2010Kareh","orcid":"https://orcid.org/0000-0003-3158-5681"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert El-Kareh","raw_affiliation_strings":["Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027288057","display_name":"Grace m. Kuo","orcid":"https://orcid.org/0000-0002-8916-4014"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Grace M Kuo","raw_affiliation_strings":["Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080431459","display_name":"Frederic S. Resnic","orcid":"https://orcid.org/0000-0002-4105-4529"},"institutions":[{"id":"https://openalex.org/I4210106397","display_name":"Lahey Medical Center","ror":"https://ror.org/01m178w43","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210106397"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frederic S Resnic","raw_affiliation_strings":["Lahey Hospital and Medical Center, Burlington, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lahey Hospital and Medical Center, Burlington, MA, USA","institution_ids":["https://openalex.org/I4210106397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085298473","display_name":"Carl Kesselman","orcid":"https://orcid.org/0000-0003-0917-1562"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carl Kesselman","raw_affiliation_strings":["Information Sciences Institute, University of Southern California, Marina Del Rey, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Sciences Institute, University of Southern California, Marina Del Rey, CA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084415954","display_name":"Lucila Ohno\u2010Machado","orcid":"https://orcid.org/0000-0002-8005-7327"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lucila Ohno-Machado","raw_affiliation_strings":["Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of California San Diego, La Jolla, CA 92093","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":11.2157,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.97772103,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"22","issue":"6","first_page":"1187","last_page":"1195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.37929999828338623,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.37929999828338623,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.05820000171661377,"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/T11937","display_name":"Research Data Management Practices","score":0.050700001418590546,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8159996271133423},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6287148594856262},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6074041724205017},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5605963468551636},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.49628835916519165},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4520362615585327},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.44294285774230957},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4402753710746765},{"id":"https://openalex.org/keywords/data-sharing","display_name":"Data sharing","score":0.411003053188324},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3534456491470337},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.29491233825683594},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1652119755744934},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16496485471725464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8159996271133423},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6287148594856262},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6074041724205017},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5605963468551636},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.49628835916519165},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4520362615585327},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.44294285774230957},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4402753710746765},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.411003053188324},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3534456491470337},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.29491233825683594},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1652119755744934},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16496485471725464},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019992","descriptor_name":"Databases as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019992","descriptor_name":"Databases as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019992","descriptor_name":"Databases as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033181","descriptor_name":"Information Dissemination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D033181","descriptor_name":"Information Dissemination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D033181","descriptor_name":"Information Dissemination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035843","descriptor_name":"Biomedical Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057186","descriptor_name":"Comparative Effectiveness Research","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057186","descriptor_name":"Comparative Effectiveness Research","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D057186","descriptor_name":"Comparative Effectiveness Research","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1093/jamia/ocv017","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocv017","pdf_url":"https://academic.oup.com/jamia/article-pdf/22/6/1187/34146366/ocv017.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:26142423","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26142423","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 the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:ark:/13030/qt82p1b28k","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:escholarship.org/ark:/13030/qt6kj7f634","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/6kj7f634","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt82p1b28k","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/82p1b28k","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of the American Medical Informatics Association : JAMIA, vol 22, iss 6","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4639714","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4639714","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},{"id":"pmh:qt6kj7f634","is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/6kj7f634","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Meeker, Daniella; Jiang, Xiaoqian; Matheny, Michael E; Farcas, Claudiu; D'Arcy, Michel; Pearlman, Laura; \u00a0et al.(2015). A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research.. JAMIA, 22, 1187 - 1195. UC Davis: Retrieved from: http://www.escholarship.org/uc/item/6kj7f634","raw_type":"article"},{"id":"pmh:qt82p1b28k","is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/82p1b28k","pdf_url":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Meeker, D; Jiang, X; Matheny, ME; Farcas, C; D'Arcy, M; Pearlman, L; \u00c2\u00a0et al.(2015). A system to build distributed multivariate models and manage disparate data sharing policies: Implementation in the scalable national network for effectiveness research. Journal of the American Medical Informatics Association, 22(6), 1187 - 1195. doi: 10.1093/jamia/ocv017. UC Davis: Retrieved from: http://www.escholarship.org/uc/item/82p1b28k","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocv017","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocv017","pdf_url":"https://academic.oup.com/jamia/article-pdf/22/6/1187/34146366/ocv017.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1067511982","display_name":null,"funder_award_id":"U54HL\u00ac108460","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G1110505228","display_name":null,"funder_award_id":"UL1 TR000100","funder_id":"https://openalex.org/F4320337472","funder_display_name":"National Center for Advancing Translational Sciences"},{"id":"https://openalex.org/G2225737672","display_name":null,"funder_award_id":"U54HL108460","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4939694818","display_name":null,"funder_award_id":"R00 LM011392","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"},{"id":"https://openalex.org/G5075328969","display_name":"SCANNER: SCALABLE NATIONAL NETWORK FOR EFFECTIVENESS RESEARCH","funder_award_id":"R01HS019913","funder_id":"https://openalex.org/F4320332177","funder_display_name":"Agency for Healthcare Research and Quality"},{"id":"https://openalex.org/G577068220","display_name":null,"funder_award_id":"UL1TR000100","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G87058208","display_name":null,"funder_award_id":"R21 LM012060","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320308374","display_name":"AcademyHealth","ror":"https://ror.org/03zx0nf33"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332177","display_name":"Agency for Healthcare Research and Quality","ror":"https://ror.org/03jmfdf59"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"},{"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/W793270643.pdf","grobid_xml":"https://content.openalex.org/works/W793270643.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W112650321","https://openalex.org/W340417874","https://openalex.org/W1538181710","https://openalex.org/W1555863444","https://openalex.org/W1591693625","https://openalex.org/W1594888675","https://openalex.org/W1902022416","https://openalex.org/W1963672880","https://openalex.org/W1992352333","https://openalex.org/W1999362902","https://openalex.org/W2011176725","https://openalex.org/W2013238169","https://openalex.org/W2019247772","https://openalex.org/W2031814675","https://openalex.org/W2052127282","https://openalex.org/W2054030036","https://openalex.org/W2065268028","https://openalex.org/W2068026984","https://openalex.org/W2096485542","https://openalex.org/W2101365565","https://openalex.org/W2103289836","https://openalex.org/W2104608657","https://openalex.org/W2104723120","https://openalex.org/W2105019725","https://openalex.org/W2105051007","https://openalex.org/W2105794235","https://openalex.org/W2109722477","https://openalex.org/W2116789248","https://openalex.org/W2117265097","https://openalex.org/W2119738171","https://openalex.org/W2120989936","https://openalex.org/W2124478641","https://openalex.org/W2124994452","https://openalex.org/W2127855525","https://openalex.org/W2129635249","https://openalex.org/W2129660884","https://openalex.org/W2130256633","https://openalex.org/W2138686595","https://openalex.org/W2146316003","https://openalex.org/W2151868700","https://openalex.org/W2152292145","https://openalex.org/W2152449788","https://openalex.org/W2157440718","https://openalex.org/W2189465200","https://openalex.org/W2285706547","https://openalex.org/W2546502841","https://openalex.org/W4285719527","https://openalex.org/W4318443203","https://openalex.org/W6611570000","https://openalex.org/W6658435534","https://openalex.org/W6674801361","https://openalex.org/W6675631986","https://openalex.org/W6675749007","https://openalex.org/W6675937911","https://openalex.org/W6676367512","https://openalex.org/W6677079960","https://openalex.org/W6677980150","https://openalex.org/W6678453588","https://openalex.org/W6679483533","https://openalex.org/W6679683348","https://openalex.org/W6680276791","https://openalex.org/W6681558829","https://openalex.org/W6682345479","https://openalex.org/W6682811021","https://openalex.org/W6696203551"],"related_works":["https://openalex.org/W1504819070","https://openalex.org/W2394072345","https://openalex.org/W4322757579","https://openalex.org/W2805259584","https://openalex.org/W1501592941","https://openalex.org/W4237172707","https://openalex.org/W3162307634","https://openalex.org/W4378640007","https://openalex.org/W2940618243","https://openalex.org/W3018845829"],"abstract_inverted_index":{"BACKGROUND:":[0],"Centralized":[1],"and":[2,50,81,112,120,126,141,150,179,205,221,254],"federated":[3,39,168,276],"models":[4,37,86],"for":[5,18,38,99,107,161],"sharing":[6,128],"data":[7,16,24,44,51,127,199,259,266],"in":[8,41,56,165,197,271],"research":[9,74,231,277],"networks":[10,40,75,232],"currently":[11],"exist.":[12],"To":[13],"build":[14],"multivariate":[15,36,84,102,108,162],"analysis":[17],"centralized":[19,88],"networks,":[20],"transfer":[21],"of":[22,71,83,123,212],"patient-level":[23,43,258],"to":[25,64,115,152,185,193,239,269],"a":[26,57,104,180],"central":[27],"computation":[28,177],"resource":[29],"is":[30,45],"necessary.":[31],"The":[32,61,171,207],"authors":[33,147,172,208],"implemented":[34,173],"distributed":[35,100,236],"which":[42,198],"kept":[46],"at":[47],"each":[48,187],"site":[49],"exchange":[52],"policies":[53,220],"are":[54],"managed":[55],"study-centric":[58],"manner.":[59],"OBJECTIVE:":[60],"objective":[62],"was":[63],"implement":[65],"infrastructure":[66,149],"that":[67],"supports":[68],"the":[69,135,146,166,195,210],"functionality":[70,238],"some":[72],"existing":[73],"(e.g.,":[76],"cohort":[77,242],"discovery,":[78,243],"workflow":[79],"management,":[80],"estimation":[82,164],"analytic":[85,247],"on":[87,134,275],"data)":[89],"while":[90],"adding":[91],"additional":[92],"important":[93],"new":[94,181],"features,":[95],"such":[96],"as":[97],"algorithms":[98],"iterative":[101],"models,":[103],"graphical":[105],"interface":[106],"model":[109],"specification,":[110],"synchronous":[111],"asynchronous":[113],"response":[114],"network":[116,191],"queries,":[117,241],"investigator-initiated":[118],"studies,":[119],"study-based":[121],"control":[122],"staff,":[124],"protocols,":[125],"policies.":[129],"MATERIALS":[130],"AND":[131,228],"METHODS:":[132],"Based":[133],"requirements":[136,268],"gathered":[137],"from":[138,143],"statisticians,":[139],"administrators,":[140],"investigators":[142],"multiple":[144],"institutions,":[145],"developed":[148],"tools":[151],"support":[153],"multisite":[154],"comparative":[155],"effectiveness":[156],"studies":[157],"using":[158],"web":[159],"services":[160],"statistical":[163],"SCANNER":[167],"network.":[169],"RESULTS:":[170],"massively":[174],"parallel":[175],"(map-reduce)":[176],"methods":[178],"policy":[182],"management":[183],"system":[184],"enable":[186],"study":[188],"initiated":[189],"by":[190],"participants":[192],"define":[194],"ways":[196],"may":[200],"be":[201,252],"processed,":[202],"managed,":[203],"queried,":[204],"shared.":[206],"illustrated":[209],"use":[211],"these":[213],"systems":[214],"among":[215],"institutions":[216,262],"with":[217,263],"highly":[218],"different":[219,224],"operating":[222],"under":[223],"state":[225],"laws.":[226],"DISCUSSION":[227],"CONCLUSION:":[229],"Federated":[230],"need":[233],"not":[234],"limit":[235],"query":[237],"count":[240],"or":[244],"independently":[245],"estimated":[246],"models.":[248],"Multivariate":[249],"analyses":[250,273],"can":[251],"efficiently":[253],"securely":[255],"conducted":[256],"without":[257],"transport,":[260],"allowing":[261],"strict":[264],"local":[265],"storage":[267],"participate":[270],"sophisticated":[272],"based":[274],"networks.":[278]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}