{"id":"https://openalex.org/W7123346995","doi":"https://doi.org/10.1093/jamia/ocaf211","title":"GARDE-Chat: a scalable, open-source platform for building and deploying health chatbots","display_name":"GARDE-Chat: a scalable, open-source platform for building and deploying health chatbots","publication_year":2025,"publication_date":"2025-11-14","ids":{"openalex":"https://openalex.org/W7123346995","doi":"https://doi.org/10.1093/jamia/ocaf211","pmid":"https://pubmed.ncbi.nlm.nih.gov/41524720"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocaf211","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf211","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/PMC12798686/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Guilherme Del Fiol","orcid":"https://orcid.org/0000-0001-9954-6799"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guilherme Del Fiol","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091642025","display_name":"Emerson P. Borsato","orcid":"https://orcid.org/0000-0002-2786-6395"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emerson Borsato","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033653900","display_name":"Richard L. Bradshaw","orcid":"https://orcid.org/0000-0001-7363-0327"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard L Bradshaw","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122851228","display_name":"Jiantao Bian","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiantao Bian","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003671902","display_name":"A. M. Woodbury","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alana Woodbury","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119245385","display_name":"Courtney Gauchel","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Courtney Gauchel","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122887036","display_name":"Karen L Eilbeck","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karen L Eilbeck","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045312171","display_name":"Whitney D. Maxwell","orcid":"https://orcid.org/0000-0002-2408-0733"},"institutions":[{"id":"https://openalex.org/I2801159745","display_name":"Huntsman Cancer Institute","ror":"https://ror.org/03v7tx966","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801159745","https://openalex.org/I4210148268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Whitney Maxwell","raw_affiliation_strings":["Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,"],"affiliations":[{"raw_affiliation_string":"Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I2801159745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112900813","display_name":"Kelsey Ellis","orcid":null},"institutions":[{"id":"https://openalex.org/I2801159745","display_name":"Huntsman Cancer Institute","ror":"https://ror.org/03v7tx966","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801159745","https://openalex.org/I4210148268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kelsey Ellis","raw_affiliation_strings":["Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,"],"affiliations":[{"raw_affiliation_string":"Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I2801159745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009833704","display_name":"Anne C. Madeo","orcid":"https://orcid.org/0000-0003-2048-9491"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I4210122884","display_name":"Utah Department of Health","ror":"https://ror.org/034de1n65","country_code":"US","type":"government","lineage":["https://openalex.org/I4210122884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anne C Madeo","raw_affiliation_strings":["Department of Population Health Sciences, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Population Health Sciences, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165","https://openalex.org/I4210122884"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003965430","display_name":"Chelsey R. Schlechter","orcid":"https://orcid.org/0000-0002-8355-6316"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I2801159745","display_name":"Huntsman Cancer Institute","ror":"https://ror.org/03v7tx966","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801159745","https://openalex.org/I4210148268"]},{"id":"https://openalex.org/I4210122884","display_name":"Utah Department of Health","ror":"https://ror.org/034de1n65","country_code":"US","type":"government","lineage":["https://openalex.org/I4210122884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chelsey Schlechter","raw_affiliation_strings":["Department of Population Health Sciences, University of Utah , Salt Lake City, UT 84108,","Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,"],"affiliations":[{"raw_affiliation_string":"Department of Population Health Sciences, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165","https://openalex.org/I4210122884"]},{"raw_affiliation_string":"Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I2801159745"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Polina V Kukhareva","orcid":"https://orcid.org/0000-0002-5576-1486"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Polina V Kukhareva","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122865854","display_name":"Caitlin G Allen","orcid":null},"institutions":[{"id":"https://openalex.org/I47251452","display_name":"Wake Forest University","ror":"https://ror.org/0207ad724","country_code":"US","type":"education","lineage":["https://openalex.org/I47251452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Caitlin G Allen","raw_affiliation_strings":["Wake Forest University , Winston-Salem, NC 27109,"],"affiliations":[{"raw_affiliation_string":"Wake Forest University , Winston-Salem, NC 27109,","institution_ids":["https://openalex.org/I47251452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122872299","display_name":"Michael Kean","orcid":null},"institutions":[{"id":"https://openalex.org/I153297377","display_name":"Medical University of South Carolina","ror":"https://ror.org/012jban78","country_code":"US","type":"education","lineage":["https://openalex.org/I153297377"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Kean","raw_affiliation_strings":["Medical University of South Carolina , Charleston, SC 29425,"],"affiliations":[{"raw_affiliation_string":"Medical University of South Carolina , Charleston, SC 29425,","institution_ids":["https://openalex.org/I153297377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063707394","display_name":"Elena B. Elkin","orcid":"https://orcid.org/0000-0001-8833-4213"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elena B Elkin","raw_affiliation_strings":["Department of Health Policy and Management, Columbia University Mailman School of Public Health , New York, NY 10032,"],"affiliations":[{"raw_affiliation_string":"Department of Health Policy and Management, Columbia University Mailman School of Public Health , New York, NY 10032,","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ravi Sharaf","orcid":null},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]},{"id":"https://openalex.org/I4387153466","display_name":"Weill Cornell Medicine","ror":"https://ror.org/02r109517","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ravi Sharaf","raw_affiliation_strings":["Department of Population Health Sciences, Weill Cornell Medicine , New York, NY 10065,","Genetics and Personalized Cancer Prevention Program, Weill Cornell Medicine , New York, NY 10021,"],"affiliations":[{"raw_affiliation_string":"Department of Population Health Sciences, Weill Cornell Medicine , New York, NY 10065,","institution_ids":["https://openalex.org/I205783295","https://openalex.org/I4387153466"]},{"raw_affiliation_string":"Genetics and Personalized Cancer Prevention Program, Weill Cornell Medicine , New York, NY 10021,","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024587926","display_name":"Muhammad Danyal Ahsan","orcid":"https://orcid.org/0000-0001-8633-8931"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhammad D Ahsan","raw_affiliation_strings":["Genetics and Personalized Cancer Prevention Program, Weill Cornell Medicine , New York, NY 10021,"],"affiliations":[{"raw_affiliation_string":"Genetics and Personalized Cancer Prevention Program, Weill Cornell Medicine , New York, NY 10021,","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122857165","display_name":"Melissa Frey","orcid":null},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa Frey","raw_affiliation_strings":["Genetics and Personalized Cancer Prevention Program, Weill Cornell Medicine , New York, NY 10021,"],"affiliations":[{"raw_affiliation_string":"Genetics and Personalized Cancer Prevention Program, Weill Cornell Medicine , New York, NY 10021,","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122872923","display_name":"Lauren Davis-Rivera","orcid":null},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lauren Davis-Rivera","raw_affiliation_strings":["Genetics and Personalized Cancer Prevention Program, Weill Cornell Medicine , New York, NY 10021,"],"affiliations":[{"raw_affiliation_string":"Genetics and Personalized Cancer Prevention Program, Weill Cornell Medicine , New York, NY 10021,","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122887090","display_name":"Wendy K Kohlmann","orcid":null},"institutions":[{"id":"https://openalex.org/I2801159745","display_name":"Huntsman Cancer Institute","ror":"https://ror.org/03v7tx966","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801159745","https://openalex.org/I4210148268"]},{"id":"https://openalex.org/I4210139568","display_name":"Durham VA Medical Center","ror":"https://ror.org/034adnw64","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210119589","https://openalex.org/I4210139568","https://openalex.org/I4210159720"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wendy K Kohlmann","raw_affiliation_strings":["Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,","National TeleOncology Program, Clinical Cancer Genetics Service, Durham Veterans Affairs Medical Center , Durham, NC 27705,"],"affiliations":[{"raw_affiliation_string":"Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I2801159745"]},{"raw_affiliation_string":"National TeleOncology Program, Clinical Cancer Genetics Service, Durham Veterans Affairs Medical Center , Durham, NC 27705,","institution_ids":["https://openalex.org/I4210139568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122874770","display_name":"David W Wetter","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I2801159745","display_name":"Huntsman Cancer Institute","ror":"https://ror.org/03v7tx966","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801159745","https://openalex.org/I4210148268"]},{"id":"https://openalex.org/I4210122884","display_name":"Utah Department of Health","ror":"https://ror.org/034de1n65","country_code":"US","type":"government","lineage":["https://openalex.org/I4210122884"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David W Wetter","raw_affiliation_strings":["Department of Population Health Sciences, University of Utah , Salt Lake City, UT 84108,","Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,"],"affiliations":[{"raw_affiliation_string":"Department of Population Health Sciences, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165","https://openalex.org/I4210122884"]},{"raw_affiliation_string":"Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I2801159745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122851140","display_name":"Kimberly A Kaphingst","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]},{"id":"https://openalex.org/I2801159745","display_name":"Huntsman Cancer Institute","ror":"https://ror.org/03v7tx966","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801159745","https://openalex.org/I4210148268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kimberly A Kaphingst","raw_affiliation_strings":["Department of Communication, University of Utah , Salt Lake City, UT 84112,","Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,"],"affiliations":[{"raw_affiliation_string":"Department of Communication, University of Utah , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"Huntsman Cancer Institute, University of Utah , Salt Lake City, UT 84112,","institution_ids":["https://openalex.org/I2801159745"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122374869","display_name":"Kensaku Kawamoto","orcid":null},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kensaku Kawamoto","raw_affiliation_strings":["Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Informatics, University of Utah , Salt Lake City, UT 84108,","institution_ids":["https://openalex.org/I223532165"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":23,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I223532165"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82913721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":"3","first_page":"593","last_page":"602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.45649999380111694,"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"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.45649999380111694,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.4092999994754791,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.03709999844431877,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/dissemination","display_name":"Dissemination","score":0.6308000087738037},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6284000277519226},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.49970000982284546},{"id":"https://openalex.org/keywords/chatbot","display_name":"Chatbot","score":0.45680001378059387},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44040000438690186},{"id":"https://openalex.org/keywords/population-health","display_name":"Population health","score":0.36230000853538513}],"concepts":[{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.6308000087738037},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6284000277519226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.608299970626831},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.49970000982284546},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.45680001378059387},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44040000438690186},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43630000948905945},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39719998836517334},{"id":"https://openalex.org/C2778149918","wikidata":"https://www.wikidata.org/wiki/Q3291156","display_name":"Population health","level":3,"score":0.36230000853538513},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.32659998536109924},{"id":"https://openalex.org/C3019806175","wikidata":"https://www.wikidata.org/wiki/Q11974939","display_name":"Health professionals","level":3,"score":0.3068000078201294},{"id":"https://openalex.org/C3017977704","wikidata":"https://www.wikidata.org/wiki/Q18745135","display_name":"Health data","level":3,"score":0.28529998660087585},{"id":"https://openalex.org/C2986740045","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health services","level":3,"score":0.27469998598098755},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2711000144481659},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2515000104904175}],"mesh":[{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098842","descriptor_name":"Generative Artificial Intelligence","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":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/jamia/ocaf211","is_oa":false,"landing_page_url":"https://doi.org/10.1093/jamia/ocaf211","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:41524720","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41524720","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:12798686","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12798686/","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","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:12798686","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12798686/","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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1972951514","display_name":null,"funder_award_id":"U01CA232826","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G2072210443","display_name":null,"funder_award_id":"P30CA042014","funder_id":"https://openalex.org/F4320312217","funder_display_name":"Huntsman Cancer Foundation"},{"id":"https://openalex.org/G292365264","display_name":null,"funder_award_id":"UM1TR004409","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3497591915","display_name":null,"funder_award_id":"(NIH)","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4007174616","display_name":null,"funder_award_id":"P30CA042014","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4195515037","display_name":null,"funder_award_id":"U54CA280812","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5785212575","display_name":null,"funder_award_id":"U01CA232826","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5921734289","display_name":null,"funder_award_id":"30CA042014","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6098766665","display_name":null,"funder_award_id":"U24CA204800","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G6345853531","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6717222331","display_name":null,"funder_award_id":"CA042014","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"},{"id":"https://openalex.org/G858682239","display_name":null,"funder_award_id":"P30CA042014","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320312217","display_name":"Huntsman Cancer Foundation","ror":"https://ror.org/03v7tx966"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"},{"id":"https://openalex.org/F4320337534","display_name":"National Institute on Minority Health and Health Disparities","ror":"https://ror.org/0493hgw16"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2043884036","https://openalex.org/W2093274439","https://openalex.org/W2102605999","https://openalex.org/W2345943956","https://openalex.org/W2623779865","https://openalex.org/W2886408171","https://openalex.org/W2889335577","https://openalex.org/W2895995041","https://openalex.org/W2897894473","https://openalex.org/W2898196994","https://openalex.org/W2924747820","https://openalex.org/W2999119945","https://openalex.org/W3028484854","https://openalex.org/W3048100966","https://openalex.org/W4213303680","https://openalex.org/W4224008166","https://openalex.org/W4248133241","https://openalex.org/W4388981618","https://openalex.org/W4390584784","https://openalex.org/W4402356418","https://openalex.org/W4408700593","https://openalex.org/W4410984061","https://openalex.org/W4414275252"],"related_works":[],"abstract_inverted_index":{"GARDE-Chat":[0],"is":[1,24],"a":[2],"generalizable":[3],"platform":[4],"for":[5],"creating,":[6],"implementing,":[7],"and":[8,22,28],"disseminating":[9],"scalable":[10],"chatbot-based":[11],"population":[12],"health":[13],"interventions.":[14],"It":[15],"has":[16],"been":[17],"validated":[18],"in":[19],"several":[20],"studies,":[21],"it":[23],"available":[25],"to":[26],"researchers":[27],"healthcare":[29],"systems":[30],"through":[31],"an":[32],"open-source":[33],"mechanism.":[34]},"counts_by_year":[],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2026-01-14T00:00:00"}
