{"id":"https://openalex.org/W4411274781","doi":"https://doi.org/10.1038/s41746-025-01622-1","title":"An evaluation framework for ambient digital scribing tools in clinical applications","display_name":"An evaluation framework for ambient digital scribing tools in clinical applications","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4411274781","doi":"https://doi.org/10.1038/s41746-025-01622-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/40514413"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01622-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01622-1","pdf_url":"https://www.nature.com/articles/s41746-025-01622-1.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01622-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Haoyuan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Haoyuan Wang","raw_affiliation_strings":["Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039983188","display_name":"Rui Yang","orcid":"https://orcid.org/0000-0002-3209-0456"},"institutions":[{"id":"https://openalex.org/I4210126319","display_name":"Duke-NUS Medical School","ror":"https://ror.org/02j1m6098","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596","https://openalex.org/I170897317","https://openalex.org/I4210126319"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rui Yang","raw_affiliation_strings":["Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore","institution_ids":["https://openalex.org/I4210126319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118253859","display_name":"Mahmoud Alwakeel","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahmoud Alwakeel","raw_affiliation_strings":["Department of Medicine, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118140318","display_name":"Ankit Kayastha","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankit Kayastha","raw_affiliation_strings":["Department of Medicine, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069707413","display_name":"Anand Chowdhury","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anand Chowdhury","raw_affiliation_strings":["Department of Medicine, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006564091","display_name":"Joshua Biro","orcid":"https://orcid.org/0000-0001-7362-4138"},"institutions":[{"id":"https://openalex.org/I86755215","display_name":"MedStar Health","ror":"https://ror.org/05atemp08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I86755215"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua M. Biro","raw_affiliation_strings":["Medstar Health National Center for Human Factors in Healthcare, Washington, DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medstar Health National Center for Human Factors in Healthcare, Washington, DC, USA","institution_ids":["https://openalex.org/I86755215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116576869","display_name":"Anthony D Sorrentino","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony D. Sorrentino","raw_affiliation_strings":["Department of Medicine, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111450509","display_name":"Jessica L Handley","orcid":null},"institutions":[{"id":"https://openalex.org/I86755215","display_name":"MedStar Health","ror":"https://ror.org/05atemp08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I86755215"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica L. Handley","raw_affiliation_strings":["Medstar Health National Center for Human Factors in Healthcare, Washington, DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medstar Health National Center for Human Factors in Healthcare, Washington, DC, USA","institution_ids":["https://openalex.org/I86755215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118547039","display_name":"Sarah Hantzmon","orcid":null},"institutions":[{"id":"https://openalex.org/I2801753046","display_name":"Prevention Institute","ror":"https://ror.org/02xdygm42","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2801753046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarah Hantzmon","raw_affiliation_strings":["Cancer Prevention and Control Research Program, Duke Cancer Institute, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cancer Prevention and Control Research Program, Duke Cancer Institute, Durham, NC, USA","institution_ids":["https://openalex.org/I2801753046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050250020","display_name":"Sophia Bessias","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sophia Bessias","raw_affiliation_strings":["Duke Clinical and Translational Science Institute, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Duke Clinical and Translational Science Institute, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062106549","display_name":"Nicoleta Economou-Zavlanos","orcid":"https://orcid.org/0009-0000-4078-9809"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicoleta J. Economou-Zavlanos","raw_affiliation_strings":["Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021672440","display_name":"Armando Bedoya","orcid":"https://orcid.org/0000-0001-6496-7024"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Armando Bedoya","raw_affiliation_strings":["Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA","Department of Medicine, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Department of Medicine, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115858431","display_name":"Monica Agrawal","orcid":null},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Monica Agrawal","raw_affiliation_strings":["Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037268899","display_name":"Raj M. Ratwani","orcid":"https://orcid.org/0000-0002-8623-6123"},"institutions":[{"id":"https://openalex.org/I86755215","display_name":"MedStar Health","ror":"https://ror.org/05atemp08","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I86755215"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Raj M. Ratwani","raw_affiliation_strings":["Medstar Health National Center for Human Factors in Healthcare, Washington, DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medstar Health National Center for Human Factors in Healthcare, Washington, DC, USA","institution_ids":["https://openalex.org/I86755215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055015263","display_name":"Eric G. Poon","orcid":"https://orcid.org/0000-0002-7251-5842"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric G. Poon","raw_affiliation_strings":["Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA","Department of Medicine, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Department of Medicine, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064002558","display_name":"Michael Pencina","orcid":"https://orcid.org/0000-0002-1968-2641"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael J. Pencina","raw_affiliation_strings":["Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084752371","display_name":"Kathryn I. Pollak","orcid":"https://orcid.org/0000-0002-5559-2416"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]},{"id":"https://openalex.org/I2801753046","display_name":"Prevention Institute","ror":"https://ror.org/02xdygm42","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2801753046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kathryn I. Pollak","raw_affiliation_strings":["Cancer Prevention and Control Research Program, Duke Cancer Institute, Durham, NC, USA","Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cancer Prevention and Control Research Program, Duke Cancer Institute, Durham, NC, USA","institution_ids":["https://openalex.org/I2801753046"]},{"raw_affiliation_string":"Department of Population Health Sciences, Duke University School of Medicine, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052512997","display_name":"Chuan Hong","orcid":"https://orcid.org/0000-0001-7056-9559"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chuan Hong","raw_affiliation_strings":["Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA. chuan.hong@duke.edu"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, NC, USA. chuan.hong@duke.edu","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":18,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":35.2226,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.99569634,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"358","last_page":"358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9979000091552734,"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":0.9979000091552734,"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/T13953","display_name":"Digital Imaging in Medicine","score":0.9801999926567078,"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"}},{"id":"https://openalex.org/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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":0.4872123599052429},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.36740371584892273},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2592432498931885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4872123599052429},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.36740371584892273},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2592432498931885}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-01622-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01622-1","pdf_url":"https://www.nature.com/articles/s41746-025-01622-1.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:40514413","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40514413","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:ad995c1b87864b238da3a2bb5d80d06d","is_oa":true,"landing_page_url":"https://doaj.org/article/ad995c1b87864b238da3a2bb5d80d06d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-13 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:10977047","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12166074","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01622-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01622-1","pdf_url":"https://www.nature.com/articles/s41746-025-01622-1.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3955947853","display_name":null,"funder_award_id":"1R03HS030307-01","funder_id":"https://openalex.org/F4320332177","funder_display_name":"Agency for Healthcare Research and Quality"}],"funders":[{"id":"https://openalex.org/F4320332177","display_name":"Agency for Healthcare Research and Quality","ror":"https://ror.org/03jmfdf59"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411274781.pdf","grobid_xml":"https://content.openalex.org/works/W4411274781.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2024917189","https://openalex.org/W2088833820","https://openalex.org/W2172098379","https://openalex.org/W2270372117","https://openalex.org/W2515682654","https://openalex.org/W2768432182","https://openalex.org/W2989512989","https://openalex.org/W2995801214","https://openalex.org/W4220962859","https://openalex.org/W4236059846","https://openalex.org/W4311000453","https://openalex.org/W4385571510","https://openalex.org/W4386304195","https://openalex.org/W4391995913","https://openalex.org/W4399333766","https://openalex.org/W4402308607","https://openalex.org/W4402909345","https://openalex.org/W4405184647","https://openalex.org/W4405225674"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Ambient":[0],"digital":[1],"scribing":[2],"(ADS)":[3],"tools":[4,17],"alleviate":[5],"clinician":[6],"documentation":[7],"burden,":[8],"reducing":[9],"burnout":[10],"and":[11,28,46,58,68,79,101,110],"enhancing":[12],"efficiency.":[13],"As":[14],"AI-driven":[15],"ADS":[16,36,77,124],"integrate":[18],"into":[19],"clinical":[20,91],"workflows,":[21],"robust":[22],"governance":[23,136],"is":[24],"essential":[25],"for":[26,134],"ethical":[27,140],"secure":[29],"deployment.":[30],"This":[31],"study":[32],"proposes":[33],"a":[34],"comprehensive":[35],"evaluation":[37,95,125],"framework":[38,54,82],"incorporating":[39],"human":[40],"evaluation,":[41],"automated":[42],"metrics,":[43],"simulation":[44],"testing,":[45],"large":[47],"language":[48],"models":[49],"(LLMs)":[50],"as":[51,65,99],"evaluators.":[52],"Our":[53,94],"assesses":[55],"transcription,":[56],"diarization,":[57],"medical":[59],"note":[60],"generation":[61],"across":[62],"criteria":[63],"such":[64,98],"fluency,":[66],"completeness,":[67],"factuality.":[69],"To":[70],"demonstrate":[71],"its":[72],"effectiveness,":[73],"we":[74],"developed":[75],"an":[76],"tool":[78],"applied":[80],"our":[81],"to":[83,113,137],"evaluate":[84],"the":[85,111,120,132],"tool's":[86],"performance":[87],"on":[88],"40":[89],"real":[90],"visit":[92],"recordings.":[93],"revealed":[96],"strengths,":[97],"fluency":[100],"clarity,":[102],"but":[103],"also":[104],"highlighted":[105],"weaknesses":[106],"in":[107,126],"factual":[108],"accuracy":[109],"ability":[112],"capture":[114],"new":[115],"medications.":[116],"These":[117],"findings":[118],"underscore":[119],"value":[121],"of":[122],"structured":[123],"improving":[127],"healthcare":[128],"delivery":[129],"while":[130],"emphasizing":[131],"need":[133],"strong":[135],"ensure":[138],"safe,":[139],"integration.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":8}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
