{"id":"https://openalex.org/W3094305779","doi":"https://doi.org/10.1093/jamia/ocaa194","title":"An approach to predicting patient experience through machine learning and social network analysis","display_name":"An approach to predicting patient experience through machine learning and social network analysis","publication_year":2020,"publication_date":"2020-08-04","ids":{"openalex":"https://openalex.org/W3094305779","doi":"https://doi.org/10.1093/jamia/ocaa194","mag":"3094305779","pmid":"https://pubmed.ncbi.nlm.nih.gov/33104210"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaa194","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaa194","pdf_url":"https://academic.oup.com/jamia/article-pdf/27/12/1834/34838562/ocaa194.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":null,"license_id":null,"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":"bronze","oa_url":"https://academic.oup.com/jamia/article-pdf/27/12/1834/34838562/ocaa194.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082977074","display_name":"Vitej Bari","orcid":"https://orcid.org/0000-0002-2806-5493"},"institutions":[{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vitej Bari","raw_affiliation_strings":["Department of Information Services, Northwell Health, New Hyde Park, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Services, Northwell Health, New Hyde Park, New York, USA","institution_ids":["https://openalex.org/I1302444339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035326955","display_name":"Jamie S. Hirsch","orcid":"https://orcid.org/0000-0001-9571-1275"},"institutions":[{"id":"https://openalex.org/I1327576362","display_name":"Feinstein Institute for Medical Research","ror":"https://ror.org/05dnene97","country_code":"US","type":"facility","lineage":["https://openalex.org/I1302444339","https://openalex.org/I1327576362"]},{"id":"https://openalex.org/I139290212","display_name":"Hofstra University","ror":"https://ror.org/03pm18j10","country_code":"US","type":"education","lineage":["https://openalex.org/I139290212"]},{"id":"https://openalex.org/I4210091604","display_name":"Health Innovations (United States)","ror":"https://ror.org/00darzp70","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091604"]},{"id":"https://openalex.org/I4210106353","display_name":"Donald & Barbara Zucker School of Medicine at Hofstra/Northwell","ror":"https://ror.org/01ff5td15","country_code":"US","type":"education","lineage":["https://openalex.org/I1302444339","https://openalex.org/I139290212","https://openalex.org/I4210106353"]},{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jamie S Hirsch","raw_affiliation_strings":["Department of Information Services, Northwell Health, New Hyde Park, New York, USA","Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hofstra University, Hempstead, New York, USA","Institute of Health Innovations and Outcomes Research, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Services, Northwell Health, New Hyde Park, New York, USA","institution_ids":["https://openalex.org/I1302444339"]},{"raw_affiliation_string":"Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hofstra University, Hempstead, New York, USA","institution_ids":["https://openalex.org/I4210106353","https://openalex.org/I139290212"]},{"raw_affiliation_string":"Institute of Health Innovations and Outcomes Research, Feinstein Institutes for Medical Research, Northwell Health, Manhasset, New York, USA","institution_ids":["https://openalex.org/I1327576362","https://openalex.org/I1302444339","https://openalex.org/I4210091604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035196267","display_name":"Joseph Narvaez","orcid":null},"institutions":[{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Narvaez","raw_affiliation_strings":["Office of Patient and Customer Experience, Northwell Health, Lake Success, New York, USA"],"affiliations":[{"raw_affiliation_string":"Office of Patient and Customer Experience, Northwell Health, Lake Success, New York, USA","institution_ids":["https://openalex.org/I1302444339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012663981","display_name":"Robert Sardinia","orcid":null},"institutions":[{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Sardinia","raw_affiliation_strings":["Office of Patient and Customer Experience, Northwell Health, Lake Success, New York, USA"],"affiliations":[{"raw_affiliation_string":"Office of Patient and Customer Experience, Northwell Health, Lake Success, New York, USA","institution_ids":["https://openalex.org/I1302444339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029721652","display_name":"Kevin Bock","orcid":"https://orcid.org/0000-0003-3200-1051"},"institutions":[{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin R Bock","raw_affiliation_strings":["Department of Information Services, Northwell Health, New Hyde Park, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Services, Northwell Health, New Hyde Park, New York, USA","institution_ids":["https://openalex.org/I1302444339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109892156","display_name":"Michael Oppenheim","orcid":null},"institutions":[{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]},{"id":"https://openalex.org/I4210106353","display_name":"Donald & Barbara Zucker School of Medicine at Hofstra/Northwell","ror":"https://ror.org/01ff5td15","country_code":"US","type":"education","lineage":["https://openalex.org/I1302444339","https://openalex.org/I139290212","https://openalex.org/I4210106353"]},{"id":"https://openalex.org/I139290212","display_name":"Hofstra University","ror":"https://ror.org/03pm18j10","country_code":"US","type":"education","lineage":["https://openalex.org/I139290212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael I Oppenheim","raw_affiliation_strings":["Department of Information Services, Northwell Health, New Hyde Park, New York, USA","Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hofstra University, Hempstead, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Services, Northwell Health, New Hyde Park, New York, USA","institution_ids":["https://openalex.org/I1302444339"]},{"raw_affiliation_string":"Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hofstra University, Hempstead, New York, USA","institution_ids":["https://openalex.org/I4210106353","https://openalex.org/I139290212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076562276","display_name":"Marsha Meytlis","orcid":null},"institutions":[{"id":"https://openalex.org/I1302444339","display_name":"Northwell Health","ror":"https://ror.org/02bxt4m23","country_code":"US","type":"funder","lineage":["https://openalex.org/I1302444339"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marsha Meytlis","raw_affiliation_strings":["Department of Information Services, Northwell Health, New Hyde Park, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Services, Northwell Health, New Hyde Park, New York, USA","institution_ids":["https://openalex.org/I1302444339"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5082977074"],"corresponding_institution_ids":["https://openalex.org/I1302444339"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":2.4059,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.91064012,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"27","issue":"12","first_page":"1834","last_page":"1843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11722","display_name":"Patient Satisfaction in Healthcare","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11722","display_name":"Patient Satisfaction in Healthcare","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10827","display_name":"Patient-Provider Communication in Healthcare","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10912","display_name":"Telemedicine and Telehealth Implementation","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/computer-science","display_name":"Computer science","score":0.6151684522628784},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.5532401204109192},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5151602029800415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49641209840774536},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.47458338737487793},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3918308615684509},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1853063404560089},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.13049831986427307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6151684522628784},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.5532401204109192},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5151602029800415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49641209840774536},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.47458338737487793},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3918308615684509},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1853063404560089},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.13049831986427307}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000083482","descriptor_name":"Social Network Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000083482","descriptor_name":"Social Network Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000083482","descriptor_name":"Social Network Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010817","descriptor_name":"Physician-Patient Relations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010817","descriptor_name":"Physician-Patient Relations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010817","descriptor_name":"Physician-Patient Relations","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017060","descriptor_name":"Patient Satisfaction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017060","descriptor_name":"Patient Satisfaction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017060","descriptor_name":"Patient Satisfaction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063868","descriptor_name":"Patient Outcome Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063868","descriptor_name":"Patient Outcome Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063868","descriptor_name":"Patient Outcome Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocaa194","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaa194","pdf_url":"https://academic.oup.com/jamia/article-pdf/27/12/1834/34838562/ocaa194.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:33104210","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33104210","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:oai:pubmedcentral.nih.gov:7727354","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7727354","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocaa194","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocaa194","pdf_url":"https://academic.oup.com/jamia/article-pdf/27/12/1834/34838562/ocaa194.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":null,"license_id":null,"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":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094305779.pdf","grobid_xml":"https://content.openalex.org/works/W3094305779.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W177657139","https://openalex.org/W1791515498","https://openalex.org/W1836470756","https://openalex.org/W1965538008","https://openalex.org/W1966716734","https://openalex.org/W1998645304","https://openalex.org/W2059422712","https://openalex.org/W2060519196","https://openalex.org/W2087371631","https://openalex.org/W2098646109","https://openalex.org/W2101234009","https://openalex.org/W2101350555","https://openalex.org/W2102189480","https://openalex.org/W2108942104","https://openalex.org/W2117278400","https://openalex.org/W2155653793","https://openalex.org/W2342002549","https://openalex.org/W2479474292","https://openalex.org/W2498299989","https://openalex.org/W2590440056","https://openalex.org/W2778612060","https://openalex.org/W2799061466","https://openalex.org/W2887802739","https://openalex.org/W2911964244","https://openalex.org/W2943285014","https://openalex.org/W2995876488","https://openalex.org/W4302161581","https://openalex.org/W6607262760","https://openalex.org/W6638547967"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"A":[0],"machine":[1],"learning":[2],"algorithm":[3],"identified":[4],"patients":[5],"at":[6],"risk":[7],"of":[8],"a":[9,13],"negative":[10],"experience.":[11,31],"Furthermore,":[12],"doctor":[14],"social":[15],"network":[16],"framework":[17],"provides":[18],"metrics":[19],"for":[20],"identifying":[21],"those":[22],"providers":[23],"that":[24],"are":[25],"most":[26],"influential":[27],"on":[28],"the":[29],"patient":[30]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}
