{"id":"https://openalex.org/W4396625527","doi":"https://doi.org/10.1093/jamia/ocae092","title":"Machine learning to predict notes for chart review in the oncology setting: a proof of concept strategy for improving clinician note-writing","display_name":"Machine learning to predict notes for chart review in the oncology setting: a proof of concept strategy for improving clinician note-writing","publication_year":2024,"publication_date":"2024-04-25","ids":{"openalex":"https://openalex.org/W4396625527","doi":"https://doi.org/10.1093/jamia/ocae092","pmid":"https://pubmed.ncbi.nlm.nih.gov/38700253"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocae092","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae092","pdf_url":null,"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":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11187428/pdf/ocae092.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067794157","display_name":"Sharon Jiang","orcid":"https://orcid.org/0000-0002-5039-0655"},"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":true,"raw_author_name":"Sharon Jiang","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007293816","display_name":"Barbara D. Lam","orcid":"https://orcid.org/0000-0002-5585-3823"},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barbara D Lam","raw_affiliation_strings":["Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","Division of Hematology and Oncology, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","Division of Hematology and Oncology, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States"],"affiliations":[{"raw_affiliation_string":"Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","institution_ids":["https://openalex.org/I1316535847"]},{"raw_affiliation_string":"Division of Hematology and Oncology, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","institution_ids":["https://openalex.org/I1316535847"]},{"raw_affiliation_string":"Division of Hematology and Oncology, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States","institution_ids":["https://openalex.org/I1316535847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088961661","display_name":"Monica Agrawal","orcid":"https://orcid.org/0000-0002-6515-329X"},"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":"Monica Agrawal","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066780247","display_name":"Shannon Shen","orcid":"https://orcid.org/0000-0003-2018-126X"},"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":"Shannon Shen","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088766522","display_name":"Nicholas Kurtzman","orcid":"https://orcid.org/0000-0003-2251-2405"},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Kurtzman","raw_affiliation_strings":["Department of Emergency Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","Department of Emergency Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States"],"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","institution_ids":["https://openalex.org/I1316535847"]},{"raw_affiliation_string":"Department of Emergency Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States","institution_ids":["https://openalex.org/I1316535847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076012713","display_name":"Steven Horng","orcid":"https://orcid.org/0000-0002-0958-1820"},"institutions":[{"id":"https://openalex.org/I1316535847","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316535847"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Horng","raw_affiliation_strings":["Department of Emergency Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States","Department of Emergency Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States"],"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","institution_ids":["https://openalex.org/I1316535847"]},{"raw_affiliation_string":"Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215,","institution_ids":["https://openalex.org/I1316535847"]},{"raw_affiliation_string":"Division of Clinical Informatics, Department of Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States","institution_ids":["https://openalex.org/I1316535847"]},{"raw_affiliation_string":"Department of Emergency Medicine, Beth Israel Deaconess Medical Center , Boston, MA 02215, United States","institution_ids":["https://openalex.org/I1316535847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028448267","display_name":"David R. Karger","orcid":"https://orcid.org/0000-0002-0024-5847"},"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":"David R Karger","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013431623","display_name":"David Sontag","orcid":"https://orcid.org/0000-0002-5034-7796"},"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":"David Sontag","raw_affiliation_strings":["Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139,","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology , Cambridge, MA 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5067794157"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":0.6922,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74404592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"31","issue":"7","first_page":"1578","last_page":"1582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"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/T12790","display_name":"Nursing Diagnosis and Documentation","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2910","display_name":"Issues, ethics and legal aspects"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13953","display_name":"Digital Imaging in Medicine","score":0.992900013923645,"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/metadata","display_name":"Metadata","score":0.757044792175293},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.6516058444976807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6434544324874878},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6018399000167847},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.4819716811180115},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.46162110567092896},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4348721206188202},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.43437063694000244},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.424931138753891},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4056469202041626},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3915438652038574},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3912676274776459},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.23400110006332397},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20518824458122253},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10285067558288574}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.757044792175293},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.6516058444976807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6434544324874878},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6018399000167847},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.4819716811180115},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.46162110567092896},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4348721206188202},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.43437063694000244},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.424931138753891},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4056469202041626},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3915438652038574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3912676274776459},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.23400110006332397},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20518824458122253},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10285067558288574},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"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":"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":"D000071253","descriptor_name":"Metadata","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000071253","descriptor_name":"Metadata","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075082","descriptor_name":"Proof of Concept Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075082","descriptor_name":"Proof of Concept Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075082","descriptor_name":"Proof of Concept Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075082","descriptor_name":"Proof of Concept Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075082","descriptor_name":"Proof of Concept Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000075082","descriptor_name":"Proof of Concept Study","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008485","descriptor_name":"Medical Audit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008485","descriptor_name":"Medical Audit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008485","descriptor_name":"Medical Audit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008485","descriptor_name":"Medical Audit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008485","descriptor_name":"Medical Audit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008485","descriptor_name":"Medical Audit","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008495","descriptor_name":"Medical Oncology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016015","descriptor_name":"Logistic Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","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":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","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":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","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":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocae092","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocae092","pdf_url":null,"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:38700253","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38700253","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:11187428","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11187428","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11187428/pdf/ocae092.pdf","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":"pmh:oai:pubmedcentral.nih.gov:11187428","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11187428","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11187428/pdf/ocae092.pdf","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"},"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1703787696","display_name":"Collaborative Research: SCH: Machine Learning Driven User Interfaces for Information Gathering and Synthesis from Medical Records","funder_award_id":"2205320","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2660289815","display_name":null,"funder_award_id":"IIS-2205320","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6755165505","display_name":null,"funder_award_id":"award","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308605","display_name":"Beth Israel Deaconess Medical Center","ror":"https://ror.org/04drvxt59"},{"id":"https://openalex.org/F4320332423","display_name":"Deshpande Center for Technological Innovation, Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396625527.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W150750393","https://openalex.org/W1800226305","https://openalex.org/W2116154520","https://openalex.org/W2181091525","https://openalex.org/W2278901959","https://openalex.org/W2911489562","https://openalex.org/W2951259561","https://openalex.org/W2982366920","https://openalex.org/W2990750438","https://openalex.org/W3120224639","https://openalex.org/W3134273711","https://openalex.org/W4210389799","https://openalex.org/W4210804144","https://openalex.org/W4220940470","https://openalex.org/W4225845990","https://openalex.org/W4286567174","https://openalex.org/W4297242650","https://openalex.org/W4297461828","https://openalex.org/W4319985906","https://openalex.org/W6605994867","https://openalex.org/W6694623891"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2070640457"],"abstract_inverted_index":{"EHR":[0],"audit":[1],"logs":[2],"can":[3],"provide":[4],"important":[5],"relevance":[6],"data":[7],"for":[8],"training":[9],"ML":[10],"models":[11],"that":[12],"assist":[13],"with":[14],"note-writing":[15],"in":[16],"the":[17],"oncology":[18],"setting.":[19]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}