{"id":"https://openalex.org/W4410567625","doi":"https://doi.org/10.1038/s41746-025-01695-y","title":"A framework for considering the use of generative AI for health","display_name":"A framework for considering the use of generative AI for health","publication_year":2025,"publication_date":"2025-05-21","ids":{"openalex":"https://openalex.org/W4410567625","doi":"https://doi.org/10.1038/s41746-025-01695-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/40399429"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01695-y","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01695-y","pdf_url":"https://www.nature.com/articles/s41746-025-01695-y.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":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01695-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063615316","display_name":"Isabella de Vere Hunt","orcid":"https://orcid.org/0000-0002-4238-0924"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]},{"id":"https://openalex.org/I4210105015","display_name":"Stanford Health Care","ror":"https://ror.org/019wqcg20","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210105015"]},{"id":"https://openalex.org/I4210137306","display_name":"Stanford Medicine","ror":"https://ror.org/03mtd9a03","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137306","https://openalex.org/I97018004"]},{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB","US"],"is_corresponding":true,"raw_author_name":"Isabella Joy de Vere Hunt","raw_affiliation_strings":["Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK","Stanford Center for Digital Health, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Stanford Center for Digital Health, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I4210105015","https://openalex.org/I4210137306","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008461360","display_name":"Kai Jin","orcid":"https://orcid.org/0000-0003-1775-8144"},"institutions":[{"id":"https://openalex.org/I4210126418","display_name":"Center for Advancing Health","ror":"https://ror.org/031krgy72","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210126418"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]},{"id":"https://openalex.org/I4210105015","display_name":"Stanford Health Care","ror":"https://ror.org/019wqcg20","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210105015"]},{"id":"https://openalex.org/I4210137306","display_name":"Stanford Medicine","ror":"https://ror.org/03mtd9a03","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137306","https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kang-Xing Jin","raw_affiliation_strings":["Advancing Health Online Initiative, Rahway, NJ, USA","Stanford Center for Digital Health, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Advancing Health Online Initiative, Rahway, NJ, USA","institution_ids":["https://openalex.org/I4210126418"]},{"raw_affiliation_string":"Stanford Center for Digital Health, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I4210105015","https://openalex.org/I4210137306","https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055888839","display_name":"Eleni Linos","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eleni Linos","raw_affiliation_strings":["Stanford Center for Digital Health, Stanford University, Stanford, CA, USA. linos@stanford.edu"],"affiliations":[{"raw_affiliation_string":"Stanford Center for Digital Health, Stanford University, Stanford, CA, USA. linos@stanford.edu","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063615316"],"corresponding_institution_ids":["https://openalex.org/I40120149","https://openalex.org/I4210105015","https://openalex.org/I4210137306","https://openalex.org/I97018004"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":3.0098,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91914547,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":"1","first_page":"297","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9835000038146973,"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"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9835000038146973,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9483000040054321,"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":0.9204999804496765,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7308051586151123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35521334409713745},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3350556790828705},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32071182131767273}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7308051586151123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35521334409713745},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3350556790828705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32071182131767273}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41746-025-01695-y","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01695-y","pdf_url":"https://www.nature.com/articles/s41746-025-01695-y.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:40399429","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40399429","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:pubmedcentral.nih.gov:12095475","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12095475","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:cf9414a546f1420a93f35268b3614190","is_oa":true,"landing_page_url":"https://doaj.org/article/cf9414a546f1420a93f35268b3614190","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-6 (2025)","raw_type":"article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:6f1e38d8-4681-484a-a6f1-21d9e9aa8c23","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jisc Publications Router","raw_type":"http://purl.org/coar/resource_type/c_dcae04bc"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01695-y","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01695-y","pdf_url":"https://www.nature.com/articles/s41746-025-01695-y.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":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410567625.pdf","grobid_xml":"https://content.openalex.org/works/W4410567625.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1979290264","https://openalex.org/W2037561492","https://openalex.org/W3083992516","https://openalex.org/W3194472989","https://openalex.org/W3214897310","https://openalex.org/W4212933834","https://openalex.org/W4309674289","https://openalex.org/W4377235854","https://openalex.org/W4386693657","https://openalex.org/W4389984066","https://openalex.org/W4392851477","https://openalex.org/W4392871613","https://openalex.org/W4399363050","https://openalex.org/W4405534231","https://openalex.org/W4407173730"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"This":[0],"perspective":[1],"provides":[2],"a":[3,22],"critical":[4],"framework":[5],"for":[6],"evaluating":[7],"the":[8,56],"use":[9],"of":[10,24,61],"Generative":[11],"AI":[12],"(GenAI)":[13],"in":[14,54],"healthcare,":[15],"informed":[16],"by":[17],"two":[18],"roundtable":[19],"events":[20],"and":[21,32,43,46,52,58],"series":[23],"semi-structured":[25],"expert":[26],"interviews.":[27],"By":[28],"outlining":[29],"key":[30],"principles":[31],"risks-including":[33],"mapping":[34],"applications":[35],"to":[36],"GenAI":[37,62],"strengths,":[38],"ensuring":[39],"rigorous":[40],"evaluation":[41],"frameworks,":[42],"fostering":[44],"transparency":[45],"collaboration-it":[47],"will":[48],"support":[49],"healthcare":[50],"professionals":[51],"policymakers":[53],"navigating":[55],"ethical":[57],"impactful":[59],"integration":[60],"into":[63],"healthcare.":[64]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
