{"id":97593,"date":"2025-10-01T19:54:16","date_gmt":"2025-10-01T19:54:16","guid":{"rendered":"https:\/\/www.europesays.com\/ie\/97593\/"},"modified":"2025-10-01T19:54:16","modified_gmt":"2025-10-01T19:54:16","slug":"operationalizing-machine-assisted-translation-in-healthcare","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ie\/97593\/","title":{"rendered":"Operationalizing machine-assisted translation in healthcare"},"content":{"rendered":"<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"1.\">\n<p class=\"c-article-references__text\" id=\"ref-CR1\">Rawal, S. et al. Association between limited English proficiency and revisits and readmissions after hospitalization for patients with acute and chronic conditions in Toronto, Ontario, Canada. JAMA <b>322<\/b>, 1605\u20131607 (2019).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1001\/jama.2019.13066\" data-track-item_id=\"10.1001\/jama.2019.13066\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1001%2Fjama.2019.13066\" aria-label=\"Article reference 1\" data-doi=\"10.1001\/jama.2019.13066\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=31638666\" aria-label=\"PubMed reference 1\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6806440\" aria-label=\"PubMed Central reference 1\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 1\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Association%20between%20limited%20English%20proficiency%20and%20revisits%20and%20readmissions%20after%20hospitalization%20for%20patients%20with%20acute%20and%20chronic%20conditions%20in%20Toronto%2C%20Ontario%2C%20Canada&amp;journal=JAMA&amp;doi=10.1001%2Fjama.2019.13066&amp;volume=322&amp;pages=1605-1607&amp;publication_year=2019&amp;author=Rawal%2CS\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"2.\">\n<p class=\"c-article-references__text\" id=\"ref-CR2\">Lion, K. C., Lin, Y.-H. &amp; Kim, T. Artificial intelligence for language translation: the equity is in the details. JAMA <b>332<\/b>, 1427\u20131428 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1001\/jama.2024.15296\" data-track-item_id=\"10.1001\/jama.2024.15296\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1001%2Fjama.2024.15296\" aria-label=\"Article reference 2\" data-doi=\"10.1001\/jama.2024.15296\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=39264601\" aria-label=\"PubMed reference 2\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 2\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Artificial%20intelligence%20for%20language%20translation%3A%20the%20equity%20is%20in%20the%20details&amp;journal=JAMA&amp;doi=10.1001%2Fjama.2024.15296&amp;volume=332&amp;pages=1427-1428&amp;publication_year=2024&amp;author=Lion%2CKC&amp;author=Lin%2CY-H&amp;author=Kim%2CT\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"3.\">\n<p class=\"c-article-references__text\" id=\"ref-CR3\">Flores, G. The impact of medical interpreter services on the quality of health care: a systematic review. Med. Care Res. Rev.<b>62<\/b>, 255\u2013299 (2005).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1177\/1077558705275416\" data-track-item_id=\"10.1177\/1077558705275416\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1177%2F1077558705275416\" aria-label=\"Article reference 3\" data-doi=\"10.1177\/1077558705275416\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=15894705\" aria-label=\"PubMed reference 3\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 3\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=The%20impact%20of%20medical%20interpreter%20services%20on%20the%20quality%20of%20health%20care%3A%20a%20systematic%20review&amp;journal=Med.%20Care%20Res.%20Rev.&amp;doi=10.1177%2F1077558705275416&amp;volume=62&amp;pages=255-299&amp;publication_year=2005&amp;author=Flores%2CG\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"4.\">\n<p class=\"c-article-references__text\" id=\"ref-CR4\">Schulson, L. B. &amp; Anderson, T. S. National estimates of professional interpreter use in the ambulatory setting. J. Gen. Intern. Med. <b>37<\/b>, 472\u2013474 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"noopener nofollow\" data-track-label=\"10.1007\/s11606-020-06336-6\" data-track-item_id=\"10.1007\/s11606-020-06336-6\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/link.springer.com\/doi\/10.1007\/s11606-020-06336-6\" aria-label=\"Article reference 4\" data-doi=\"10.1007\/s11606-020-06336-6\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=33140275\" aria-label=\"PubMed reference 4\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 4\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=National%20estimates%20of%20professional%20interpreter%20use%20in%20the%20ambulatory%20setting&amp;journal=J.%20Gen.%20Intern.%20Med.&amp;doi=10.1007%2Fs11606-020-06336-6&amp;volume=37&amp;pages=472-474&amp;publication_year=2022&amp;author=Schulson%2CLB&amp;author=Anderson%2CTS\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"5.\">\n<p class=\"c-article-references__text\" id=\"ref-CR5\">Diamond, L. C., Schenker, Y., Curry, L., Bradley, E. H. &amp; Fernandez, A. Getting by: underuse of interpreters by resident physicians. J. Gen. Intern. Med. <b>24<\/b>, 256\u2013262 (2009).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"noopener nofollow\" data-track-label=\"10.1007\/s11606-008-0875-7\" data-track-item_id=\"10.1007\/s11606-008-0875-7\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/link.springer.com\/doi\/10.1007\/s11606-008-0875-7\" aria-label=\"Article reference 5\" data-doi=\"10.1007\/s11606-008-0875-7\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=19089503\" aria-label=\"PubMed reference 5\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 5\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Getting%20by%3A%20underuse%20of%20interpreters%20by%20resident%20physicians&amp;journal=J.%20Gen.%20Intern.%20Med.&amp;doi=10.1007%2Fs11606-008-0875-7&amp;volume=24&amp;pages=256-262&amp;publication_year=2009&amp;author=Diamond%2CLC&amp;author=Schenker%2CY&amp;author=Curry%2CL&amp;author=Bradley%2CEH&amp;author=Fernandez%2CA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"6.\">\n<p class=\"c-article-references__text\" id=\"ref-CR6\">Detz, A. et al. Language concordance, interpersonal care, and diabetes self-care in rural Latino patients. J. Gen. Intern. Med. <b>29<\/b>, 1650\u20131656 (2014).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"noopener nofollow\" data-track-label=\"10.1007\/s11606-014-3006-7\" data-track-item_id=\"10.1007\/s11606-014-3006-7\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/link.springer.com\/doi\/10.1007\/s11606-014-3006-7\" aria-label=\"Article reference 6\" data-doi=\"10.1007\/s11606-014-3006-7\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=25183476\" aria-label=\"PubMed reference 6\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC4242867\" aria-label=\"PubMed Central reference 6\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 6\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Language%20concordance%2C%20interpersonal%20care%2C%20and%20diabetes%20self-care%20in%20rural%20Latino%20patients&amp;journal=J.%20Gen.%20Intern.%20Med.&amp;doi=10.1007%2Fs11606-014-3006-7&amp;volume=29&amp;pages=1650-1656&amp;publication_year=2014&amp;author=Detz%2CA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"7.\">\n<p class=\"c-article-references__text\" id=\"ref-CR7\">Betancourt, J. R., Green, A. R., Carrillo, J. E. &amp; Ananeh-Firempong, O. Defining cultural competence: a practical framework for addressing racial\/ethnic disparities in health and health care. Public Health Rep. <b>118<\/b>, 293\u2013302 (2003).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/S0033-3549(04)50253-4\" data-track-item_id=\"10.1016\/S0033-3549(04)50253-4\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2FS0033-3549%2804%2950253-4\" aria-label=\"Article reference 7\" data-doi=\"10.1016\/S0033-3549(04)50253-4\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=12815076\" aria-label=\"PubMed reference 7\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC1497553\" aria-label=\"PubMed Central reference 7\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 7\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Defining%20cultural%20competence%3A%20a%20practical%20framework%20for%20addressing%20racial%2Fethnic%20disparities%20in%20health%20and%20health%20care&amp;journal=Public%20Health%20Rep.&amp;doi=10.1016%2FS0033-3549%2804%2950253-4&amp;volume=118&amp;pages=293-302&amp;publication_year=2003&amp;author=Betancourt%2CJR&amp;author=Green%2CAR&amp;author=Carrillo%2CJE&amp;author=Ananeh-Firempong%2CO\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"8.\">\n<p class=\"c-article-references__text\" id=\"ref-CR8\">Molina, R. L. &amp; Kasper, J. The power of language-concordant care: a call to action for medical schools. BMC Med. Educ. <b>19<\/b>, 378 (2019).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"noopener nofollow\" data-track-label=\"10.1186\/s12909-019-1807-4\" data-track-item_id=\"10.1186\/s12909-019-1807-4\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/link.springer.com\/doi\/10.1186\/s12909-019-1807-4\" aria-label=\"Article reference 8\" data-doi=\"10.1186\/s12909-019-1807-4\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=31690300\" aria-label=\"PubMed reference 8\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6833293\" aria-label=\"PubMed Central reference 8\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 8\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=The%20power%20of%20language-concordant%20care%3A%20a%20call%20to%20action%20for%20medical%20schools&amp;journal=BMC%20Med.%20Educ.&amp;doi=10.1186%2Fs12909-019-1807-4&amp;volume=19&amp;publication_year=2019&amp;author=Molina%2CRL&amp;author=Kasper%2CJ\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"9.\">\n<p class=\"c-article-references__text\" id=\"ref-CR9\">Harvey, S. M., Branch, M. R., Hudson, D. &amp; Torres, A. Listening to immigrant Latino men in rural Oregon: exploring connections between culture and sexual and reproductive health services. Am. J. Mens. Health <b>7<\/b>, 142\u2013154 (2013).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1177\/1557988312463600\" data-track-item_id=\"10.1177\/1557988312463600\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1177%2F1557988312463600\" aria-label=\"Article reference 9\" data-doi=\"10.1177\/1557988312463600\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=23076788\" aria-label=\"PubMed reference 9\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 9\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Listening%20to%20immigrant%20Latino%20men%20in%20rural%20Oregon%3A%20exploring%20connections%20between%20culture%20and%20sexual%20and%20reproductive%20health%20services&amp;journal=Am.%20J.%20Mens.%20Health&amp;doi=10.1177%2F1557988312463600&amp;volume=7&amp;pages=142-154&amp;publication_year=2013&amp;author=Harvey%2CSM&amp;author=Branch%2CMR&amp;author=Hudson%2CD&amp;author=Torres%2CA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"10.\">\n<p class=\"c-article-references__text\" id=\"ref-CR10\">Gavvala, S. Ensuring understanding: Language-concordant discharge instructions. Rice Univ. Baker Inst. Public Policy, Issue Brief. <a href=\"https:\/\/doi.org\/10.25613\/cayx-wc08\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.25613\/cayx-wc08\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.25613\/cayx-wc08<\/a> (2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"11.\">\n<p class=\"c-article-references__text\" id=\"ref-CR11\">Karpi\u0144ska, P. Computer aided translation \u2013 possibilities, limitations and changes in the field of professional translation. J. Educ. Cult. Soc. <b>8<\/b>, 133\u2013142 (2017).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.15503\/jecs20172.133.142\" data-track-item_id=\"10.15503\/jecs20172.133.142\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.15503%2Fjecs20172.133.142\" aria-label=\"Article reference 11\" data-doi=\"10.15503\/jecs20172.133.142\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 11\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Computer%20aided%20translation%20%E2%80%93%20possibilities%2C%20limitations%20and%20changes%20in%20the%20field%20of%20professional%20translation&amp;journal=J.%20Educ.%20Cult.%20Soc.&amp;doi=10.15503%2Fjecs20172.133.142&amp;volume=8&amp;pages=133-142&amp;publication_year=2017&amp;author=Karpi%C5%84ska%2CP\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"12.\">\n<p class=\"c-article-references__text\" id=\"ref-CR12\">Davis, S. H. et al. Translating discharge instructions for limited English-proficient families: strategies and barriers. Hosp. Pediatr. <b>9<\/b>, 779\u2013787 (2019).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1542\/hpeds.2019-0055\" data-track-item_id=\"10.1542\/hpeds.2019-0055\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1542%2Fhpeds.2019-0055\" aria-label=\"Article reference 12\" data-doi=\"10.1542\/hpeds.2019-0055\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=31562199\" aria-label=\"PubMed reference 12\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6876295\" aria-label=\"PubMed Central reference 12\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 12\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Translating%20discharge%20instructions%20for%20limited%20English-proficient%20families%3A%20strategies%20and%20barriers&amp;journal=Hosp.%20Pediatr.&amp;doi=10.1542%2Fhpeds.2019-0055&amp;volume=9&amp;pages=779-787&amp;publication_year=2019&amp;author=Davis%2CSH\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"13.\">\n<p class=\"c-article-references__text\" id=\"ref-CR13\">Choe, A. Y. et al. Improving discharge instructions for hospitalized children with limited english proficiency. Hosp. Pediatr. <b>11<\/b>, 1213\u20131222 (2021).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1542\/hpeds.2021-005981\" data-track-item_id=\"10.1542\/hpeds.2021-005981\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1542%2Fhpeds.2021-005981\" aria-label=\"Article reference 13\" data-doi=\"10.1542\/hpeds.2021-005981\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=34654727\" aria-label=\"PubMed reference 13\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 13\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Improving%20discharge%20instructions%20for%20hospitalized%20children%20with%20limited%20english%20proficiency&amp;journal=Hosp.%20Pediatr.&amp;doi=10.1542%2Fhpeds.2021-005981&amp;volume=11&amp;pages=1213-1222&amp;publication_year=2021&amp;author=Choe%2CAY\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"14.\">\n<p class=\"c-article-references__text\" id=\"ref-CR14\">Diamond, L. C., Wilson-Stronks, A. &amp; Jacobs, E. A. Do hospitals measure up to the national culturally and linguistically appropriate services standards?. Med. Care <b>48<\/b>, 1080\u20131087 (2010).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1097\/MLR.0b013e3181f380bc\" data-track-item_id=\"10.1097\/MLR.0b013e3181f380bc\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1097%2FMLR.0b013e3181f380bc\" aria-label=\"Article reference 14\" data-doi=\"10.1097\/MLR.0b013e3181f380bc\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=21063229\" aria-label=\"PubMed reference 14\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 14\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Do%20hospitals%20measure%20up%20to%20the%20national%20culturally%20and%20linguistically%20appropriate%20services%20standards%3F&amp;journal=Med.%20Care&amp;doi=10.1097%2FMLR.0b013e3181f380bc&amp;volume=48&amp;pages=1080-1087&amp;publication_year=2010&amp;author=Diamond%2CLC&amp;author=Wilson-Stronks%2CA&amp;author=Jacobs%2CEA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"15.\">\n<p class=\"c-article-references__text\" id=\"ref-CR15\">Rights (OCR), O. for C. Summary of Guidance to Federal Financial Assistance Recipients Regarding Title VI and the prohibition against national origin discrimination affecting limited English proficient persons. <a href=\"https:\/\/www.hhs.gov\/civil-rights\/for-providers\/laws-regulations-guidance\/guidance-federal-financial-assistance-title-vi\/index.html\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.hhs.gov\/civil-rights\/for-providers\/laws-regulations-guidance\/guidance-federal-financial-assistance-title-vi\/index.html\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.hhs.gov\/civil-rights\/for-providers\/laws-regulations-guidance\/guidance-federal-financial-assistance-title-vi\/index.html<\/a> (2007).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"16.\">\n<p class=\"c-article-references__text\" id=\"ref-CR16\">Wu, Y. et al. Google\u2019s neural machine translation system: bridging the gap between human and machine translation. Preprint at <a href=\"https:\/\/doi.org\/10.48550\/arXiv.1609.08144\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.48550\/arXiv.1609.08144\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.48550\/arXiv.1609.08144<\/a> (2016).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"17.\">\n<p class=\"c-article-references__text\" id=\"ref-CR17\">Koehn, P. &amp; Knowles, R. Six challenges for neural machine translation. In Proc. First Workshop on Neural Machine Translation (eds. Luong, T., Birch, A., Neubig, G. &amp; Finch, A.) 28\u201339 (Association for Computational Linguistics, Vancouver, 2017). <a href=\"https:\/\/doi.org\/10.18653\/v1\/W17-3204\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.18653\/v1\/W17-3204\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.18653\/v1\/W17-3204<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"18.\">\n<p class=\"c-article-references__text\" id=\"ref-CR18\">Vaswani, A. et al. Attention is all you need. in Advances in Neural Information Processing Systems 30 (Curran Associates, Inc., 2017).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"19.\">\n<p class=\"c-article-references__text\" id=\"ref-CR19\">Tu, T. et al. Towards conversational diagnostic artificial intelligence. Nature <b>642<\/b>, 442\u2013450 (2025).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1038\/s41586-025-08866-7\" data-track-item_id=\"10.1038\/s41586-025-08866-7\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1038%2Fs41586-025-08866-7\" aria-label=\"Article reference 19\" data-doi=\"10.1038\/s41586-025-08866-7\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"cas reference\" data-track-action=\"cas reference\" href=\"https:\/\/www.nature.com\/articles\/cas-redirect\/1:CAS:528:DC%2BB2MXhtlGis73E\" aria-label=\"CAS reference 19\" target=\"_blank\">CAS<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=40205050\" aria-label=\"PubMed reference 19\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC12158756\" aria-label=\"PubMed Central reference 19\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 19\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Towards%20conversational%20diagnostic%20artificial%20intelligence&amp;journal=Nature&amp;doi=10.1038%2Fs41586-025-08866-7&amp;volume=642&amp;pages=442-450&amp;publication_year=2025&amp;author=Tu%2CT\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"20.\">\n<p class=\"c-article-references__text\" id=\"ref-CR20\">Brewster, R. C. L. et al. Performance of ChatGPT and Google Translate for Pediatric Discharge Instruction Translation. Pediatrics <b>154<\/b>, e2023065573 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1542\/peds.2023-065573\" data-track-item_id=\"10.1542\/peds.2023-065573\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1542%2Fpeds.2023-065573\" aria-label=\"Article reference 20\" data-doi=\"10.1542\/peds.2023-065573\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=38860299\" aria-label=\"PubMed reference 20\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 20\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Performance%20of%20ChatGPT%20and%20Google%20Translate%20for%20Pediatric%20Discharge%20Instruction%20Translation&amp;journal=Pediatrics&amp;doi=10.1542%2Fpeds.2023-065573&amp;volume=154&amp;publication_year=2024&amp;author=Brewster%2CRCL\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"21.\">\n<p class=\"c-article-references__text\" id=\"ref-CR21\">Ortega, J. E., Castro Mamani, R. &amp; Cho, K. Neural machine translation with a polysynthetic low resource language. Mach. Transl. <b>34<\/b>, 325\u2013346 (2020).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"noopener nofollow\" data-track-label=\"10.1007\/s10590-020-09255-9\" data-track-item_id=\"10.1007\/s10590-020-09255-9\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/link.springer.com\/doi\/10.1007\/s10590-020-09255-9\" aria-label=\"Article reference 21\" data-doi=\"10.1007\/s10590-020-09255-9\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 21\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Neural%20machine%20translation%20with%20a%20polysynthetic%20low%20resource%20language&amp;journal=Mach.%20Transl.&amp;doi=10.1007%2Fs10590-020-09255-9&amp;volume=34&amp;pages=325-346&amp;publication_year=2020&amp;author=Ortega%2CJE&amp;author=Castro%20Mamani%2CR&amp;author=Cho%2CK\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"22.\">\n<p class=\"c-article-references__text\" id=\"ref-CR22\">Adebara, I., Abdul-Mageed, M. &amp; Silfverberg, M. Linguistically-Motivated Yor\u00f9b\u00e1-English Machine Translation. In Proc. of the 29th International Conference on Computational Linguistics (eds Calzolari, N. et al.) 5066\u20135075 (International Committee on Computational Linguistics, Gyeongju, Republic of Korea, 2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"23.\">\n<p class=\"c-article-references__text\" id=\"ref-CR23\">Goh, E. et al. GPT-4 assistance for improvement of physician performance on patient care tasks: a randomized controlled trial. Nat. Med. 1\u20136 <a href=\"https:\/\/doi.org\/10.1038\/s41591-024-03456-y\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.1038\/s41591-024-03456-y\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.1038\/s41591-024-03456-y<\/a> (2025).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"24.\">\n<p class=\"c-article-references__text\" id=\"ref-CR24\">Savage, T. et al. Fine tuning large language models for medicine: the role and importance of direct preference optimization. Preprint at <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2409.12741\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.48550\/arXiv.2409.12741\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.48550\/arXiv.2409.12741<\/a> (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"25.\">\n<p class=\"c-article-references__text\" id=\"ref-CR25\">Mirza, F. N. et al. Using ChatGPT to facilitate truly informed medical consent. NEJM AI <b>1<\/b>, AIcs2300145 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1056\/AIcs2300145\" data-track-item_id=\"10.1056\/AIcs2300145\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1056%2FAIcs2300145\" aria-label=\"Article reference 25\" data-doi=\"10.1056\/AIcs2300145\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 25\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Using%20ChatGPT%20to%20facilitate%20truly%20informed%20medical%20consent&amp;journal=NEJM%20AI&amp;doi=10.1056%2FAIcs2300145&amp;volume=1&amp;publication_year=2024&amp;author=Mirza%2CFN\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"26.\">\n<p class=\"c-article-references__text\" id=\"ref-CR26\">Van Veen, D. et al. Adapted large language models can outperform medical experts in clinical text summarization. Nat. Med. <b>30<\/b>, 1134\u20131142 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1038\/s41591-024-02855-5\" data-track-item_id=\"10.1038\/s41591-024-02855-5\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1038%2Fs41591-024-02855-5\" aria-label=\"Article reference 26\" data-doi=\"10.1038\/s41591-024-02855-5\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=38413730\" aria-label=\"PubMed reference 26\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC11479659\" aria-label=\"PubMed Central reference 26\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 26\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Adapted%20large%20language%20models%20can%20outperform%20medical%20experts%20in%20clinical%20text%20summarization&amp;journal=Nat.%20Med.&amp;doi=10.1038%2Fs41591-024-02855-5&amp;volume=30&amp;pages=1134-1142&amp;publication_year=2024&amp;author=Veen%2CD\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"27.\">\n<p class=\"c-article-references__text\" id=\"ref-CR27\">Zaretsky, J. et al. Generative artificial intelligence to transform inpatient discharge summaries to patient-friendly language and format. JAMA Netw. Open <b>7<\/b>, e240357 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1001\/jamanetworkopen.2024.0357\" data-track-item_id=\"10.1001\/jamanetworkopen.2024.0357\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1001%2Fjamanetworkopen.2024.0357\" aria-label=\"Article reference 27\" data-doi=\"10.1001\/jamanetworkopen.2024.0357\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=38466307\" aria-label=\"PubMed reference 27\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC10928500\" aria-label=\"PubMed Central reference 27\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 27\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Generative%20artificial%20intelligence%20to%20transform%20inpatient%20discharge%20summaries%20to%20patient-friendly%20language%20and%20format&amp;journal=JAMA%20Netw.%20Open&amp;doi=10.1001%2Fjamanetworkopen.2024.0357&amp;volume=7&amp;publication_year=2024&amp;author=Zaretsky%2CJ\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"28.\">\n<p class=\"c-article-references__text\" id=\"ref-CR28\">Nondiscrimination in Health Programs and Activities. Federal Register <a href=\"https:\/\/www.federalregister.gov\/documents\/2024\/05\/06\/2024-08711\/nondiscrimination-in-health-programs-and-activities\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.federalregister.gov\/documents\/2024\/05\/06\/2024-08711\/nondiscrimination-in-health-programs-and-activities\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.federalregister.gov\/documents\/2024\/05\/06\/2024-08711\/nondiscrimination-in-health-programs-and-activities<\/a> (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"29.\">\n<p class=\"c-article-references__text\" id=\"ref-CR29\">Damschroder, L. J., Reardon, C. M., Widerquist, M. A. O. &amp; Lowery, J. The updated consolidated framework for implementation research based on user feedback. Implement. Sci. <b>17<\/b>, 75 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"noopener nofollow\" data-track-label=\"10.1186\/s13012-022-01245-0\" data-track-item_id=\"10.1186\/s13012-022-01245-0\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/link.springer.com\/doi\/10.1186\/s13012-022-01245-0\" aria-label=\"Article reference 29\" data-doi=\"10.1186\/s13012-022-01245-0\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=36309746\" aria-label=\"PubMed reference 29\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC9617234\" aria-label=\"PubMed Central reference 29\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 29\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=The%20updated%20consolidated%20framework%20for%20implementation%20research%20based%20on%20user%20feedback&amp;journal=Implement.%20Sci.&amp;doi=10.1186%2Fs13012-022-01245-0&amp;volume=17&amp;publication_year=2022&amp;author=Damschroder%2CLJ&amp;author=Reardon%2CCM&amp;author=Widerquist%2CMAO&amp;author=Lowery%2CJ\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"30.\">\n<p class=\"c-article-references__text\" id=\"ref-CR30\">Xu, Z., Jain, S. &amp; Kankanhalli, M. Hallucination is inevitable: an innate limitation of large language models. Preprint at <a href=\"http:\/\/arxiv.org\/abs\/2401.11817\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"http:\/\/arxiv.org\/abs\/2401.11817\" rel=\"nofollow noopener\" target=\"_blank\">http:\/\/arxiv.org\/abs\/2401.11817<\/a> (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"31.\">\n<p class=\"c-article-references__text\" id=\"ref-CR31\">Liu, N. F. et al. Lost in the middle: how language models use long contexts. Trans. Assoc. Comput. Linguist. <b>12<\/b>, 157\u2013173 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1162\/tacl_a_00638\" data-track-item_id=\"10.1162\/tacl_a_00638\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1162%2Ftacl_a_00638\" aria-label=\"Article reference 31\" data-doi=\"10.1162\/tacl_a_00638\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 31\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Lost%20in%20the%20middle%3A%20how%20language%20models%20use%20long%20contexts&amp;journal=Trans.%20Assoc.%20Comput.%20Linguist.&amp;doi=10.1162%2Ftacl_a_00638&amp;volume=12&amp;pages=157-173&amp;publication_year=2024&amp;author=Liu%2CNF\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"32.\">\n<p class=\"c-article-references__text\" id=\"ref-CR32\">Levy, A., Agrawal, M., Satyanarayan, A. &amp; Sontag, D. Assessing the impact of automated suggestions on decision making: domain experts mediate model errors but take less initiative. In Proc. 2021 CHI Conference on Human Factors in Computing Systems 1\u201313 (Association for Computing Machinery, New York, NY, USA, 2021). <a href=\"https:\/\/doi.org\/10.1145\/3411764.3445522\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.1145\/3411764.3445522\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.1145\/3411764.3445522<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"33.\">\n<p class=\"c-article-references__text\" id=\"ref-CR33\">Kuperman, G. J. et al. Medication-related clinical decision support in computerized provider order entry systems: a review. J. Am. Med. Inform. Assoc. <b>14<\/b>, 29\u201340 (2007).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1197\/jamia.M2170\" data-track-item_id=\"10.1197\/jamia.M2170\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1197%2Fjamia.M2170\" aria-label=\"Article reference 33\" data-doi=\"10.1197\/jamia.M2170\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=17068355\" aria-label=\"PubMed reference 33\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC2215064\" aria-label=\"PubMed Central reference 33\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 33\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Medication-related%20clinical%20decision%20support%20in%20computerized%20provider%20order%20entry%20systems%3A%20a%20review&amp;journal=J.%20Am.%20Med.%20Inform.%20Assoc.&amp;doi=10.1197%2Fjamia.M2170&amp;volume=14&amp;pages=29-40&amp;publication_year=2007&amp;author=Kuperman%2CGJ\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"34.\">\n<p class=\"c-article-references__text\" id=\"ref-CR34\">Data controls in the OpenAI platform &#8211; OpenAI API. <a href=\"https:\/\/platform.openai.com\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/platform.openai.com\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/platform.openai.com<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"35.\">\n<p class=\"c-article-references__text\" id=\"ref-CR35\">Ng, M. Y., Helzer, J., Pfeffer, M. A., Seto, T. &amp; Hernandez-Boussard, T. Development of secure infrastructure for advancing generative AI research in healthcare at an academic medical center. Res. Sq. rs.3.rs-5095287 <a href=\"https:\/\/doi.org\/10.21203\/rs.3.rs-5095287\/v1\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.21203\/rs.3.rs-5095287\/v1\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.21203\/rs.3.rs-5095287\/v1<\/a> (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"36.\">\n<p class=\"c-article-references__text\" id=\"ref-CR36\">Vedula, K. S. et al. Distilling large language models for efficient clinical information extraction. Preprint at <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2501.00031\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.48550\/arXiv.2501.00031\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.48550\/arXiv.2501.00031<\/a> (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"37.\">\n<p class=\"c-article-references__text\" id=\"ref-CR37\">Woods, A. P. et al. Limited English proficiency and clinical outcomes after hospital-based care in English-speaking countries: a systematic review. J. Gen. Intern. Med. <b>37<\/b>, 2050\u20132061 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"noopener nofollow\" data-track-label=\"10.1007\/s11606-021-07348-6\" data-track-item_id=\"10.1007\/s11606-021-07348-6\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/link.springer.com\/doi\/10.1007\/s11606-021-07348-6\" aria-label=\"Article reference 37\" data-doi=\"10.1007\/s11606-021-07348-6\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=35112283\" aria-label=\"PubMed reference 37\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC9198156\" aria-label=\"PubMed Central reference 37\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 37\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Limited%20English%20proficiency%20and%20clinical%20outcomes%20after%20hospital-based%20care%20in%20English-speaking%20countries%3A%20a%20systematic%20review&amp;journal=J.%20Gen.%20Intern.%20Med.&amp;doi=10.1007%2Fs11606-021-07348-6&amp;volume=37&amp;pages=2050-2061&amp;publication_year=2022&amp;author=Woods%2CAP\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"38.\">\n<p class=\"c-article-references__text\" id=\"ref-CR38\">Manuel, S. P., Nguyen, K., Karliner, L. S., Ward, D. T. &amp; Fernandez, A. Association of English language proficiency with hospitalization cost, length of stay, disposition location, and readmission following total joint arthroplasty. JAMA Netw. Open <b>5<\/b>, e221842 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1001\/jamanetworkopen.2022.1842\" data-track-item_id=\"10.1001\/jamanetworkopen.2022.1842\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1001%2Fjamanetworkopen.2022.1842\" aria-label=\"Article reference 38\" data-doi=\"10.1001\/jamanetworkopen.2022.1842\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=35267037\" aria-label=\"PubMed reference 38\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC8914571\" aria-label=\"PubMed Central reference 38\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 38\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Association%20of%20English%20language%20proficiency%20with%20hospitalization%20cost%2C%20length%20of%20stay%2C%20disposition%20location%2C%20and%20readmission%20following%20total%20joint%20arthroplasty&amp;journal=JAMA%20Netw.%20Open&amp;doi=10.1001%2Fjamanetworkopen.2022.1842&amp;volume=5&amp;publication_year=2022&amp;author=Manuel%2CSP&amp;author=Nguyen%2CK&amp;author=Karliner%2CLS&amp;author=Ward%2CDT&amp;author=Fernandez%2CA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"39.\">\n<p class=\"c-article-references__text\" id=\"ref-CR39\">Kojima, T., Gu, S. S., Reid, M., Matsuo, Y. &amp; Iwasawa, Y. Large language models are zero-shot reasoners. In Proc. 36th International Conference on Neural Information Processing Systems 22199\u201322213 (Curran Associates Inc., Red Hook, NY, USA, 2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"40.\">\n<p class=\"c-article-references__text\" id=\"ref-CR40\">Bakken, S. AI in health: keeping the human in the loop. J. Am. Med. Inform. Assoc. <b>30<\/b>, 1225\u20131226 (2023).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1093\/jamia\/ocad091\" data-track-item_id=\"10.1093\/jamia\/ocad091\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1093%2Fjamia%2Focad091\" aria-label=\"Article reference 40\" data-doi=\"10.1093\/jamia\/ocad091\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=37337923\" aria-label=\"PubMed reference 40\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC10280340\" aria-label=\"PubMed Central reference 40\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 40\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=AI%20in%20health%3A%20keeping%20the%20human%20in%20the%20loop&amp;journal=J.%20Am.%20Med.%20Inform.%20Assoc.&amp;doi=10.1093%2Fjamia%2Focad091&amp;volume=30&amp;pages=1225-1226&amp;publication_year=2023&amp;author=Bakken%2CS\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"41.\">\n<p class=\"c-article-references__text\" id=\"ref-CR41\">Swaminathan, A. et al. Natural language processing system for rapid detection and intervention of mental health crisis chat messages. NPJ Digit. Med. <b>6<\/b>, 1\u20139 (2023).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1038\/s41746-023-00951-3\" data-track-item_id=\"10.1038\/s41746-023-00951-3\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1038%2Fs41746-023-00951-3\" aria-label=\"Article reference 41\" data-doi=\"10.1038\/s41746-023-00951-3\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 41\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Natural%20language%20processing%20system%20for%20rapid%20detection%20and%20intervention%20of%20mental%20health%20crisis%20chat%20messages&amp;journal=NPJ%20Digit.%20Med.&amp;doi=10.1038%2Fs41746-023-00951-3&amp;volume=6&amp;pages=1-9&amp;publication_year=2023&amp;author=Swaminathan%2CA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"42.\">\n<p class=\"c-article-references__text\" id=\"ref-CR42\">BigQuery enterprise data warehouse. Google Cloud <a href=\"https:\/\/cloud.google.com\/bigquery\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/cloud.google.com\/bigquery\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/cloud.google.com\/bigquery<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"43.\">\n<p class=\"c-article-references__text\" id=\"ref-CR43\">The Snowflake AI Data Cloud &#8211; Mobilize Data, Apps, and AI. <a href=\"https:\/\/www.snowflake.com\/content\/snowflake-site\/global\/en\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.snowflake.com\/content\/snowflake-site\/global\/en\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.snowflake.com\/content\/snowflake-site\/global\/en<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"44.\">\n<p class=\"c-article-references__text\" id=\"ref-CR44\">Create Your Azure Free Account Or Pay As You Go | Microsoft Azure. <a href=\"https:\/\/azure.microsoft.com\/en-us\/pricing\/purchase-options\/azure-account\/search\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/azure.microsoft.com\/en-us\/pricing\/purchase-options\/azure-account\/search\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/azure.microsoft.com\/en-us\/pricing\/purchase-options\/azure-account\/search<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"45.\">\n<p class=\"c-article-references__text\" id=\"ref-CR45\">Zhang, X., Rajabi, N., Duh, K. &amp; Koehn, P. Machine Translation with Large Language Models: Prompting, Few-shot Learning, and Fine-tuning with QLoRA. In Proc. Eighth Conference on Machine Translation (eds. Koehn, P., Haddow, B., Kocmi, T. &amp; Monz, C.) 468\u2013481 (Association for Computational Linguistics, Singapore, 2023). <a href=\"https:\/\/doi.org\/10.18653\/v1\/2023.wmt-1.43\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.18653\/v1\/2023.wmt-1.43\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.18653\/v1\/2023.wmt-1.43<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"46.\">\n<p class=\"c-article-references__text\" id=\"ref-CR46\">Rafailov, R. et al. Direct preference optimization: your language model is secretly a reward model. In Proc. 37th International Conference on Neural Information Processing Systems 53728\u201353741 (Curran Associates Inc., Red Hook, NY, USA, 2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"47.\">\n<p class=\"c-article-references__text\" id=\"ref-CR47\">Looker Studio. Google for Developers <a href=\"https:\/\/developers.google.com\/looker-studio\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/developers.google.com\/looker-studio\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/developers.google.com\/looker-studio<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"48.\">\n<p class=\"c-article-references__text\" id=\"ref-CR48\">Lommel, A. R., Burchardt, A. &amp; Uszkoreit, H. Multidimensional quality metrics: a flexible system for assessing translation quality. In Proc. Translating and the Computer 35 (Aslib, London, UK, 2013).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"49.\">\n<p class=\"c-article-references__text\" id=\"ref-CR49\">Chen, X., Acosta, S. &amp; Barry, A. E. Evaluating the accuracy of Google translate for diabetes education material. JMIR Diabetes <b>1<\/b>, e3 (2016).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.2196\/diabetes.5848\" data-track-item_id=\"10.2196\/diabetes.5848\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.2196%2Fdiabetes.5848\" aria-label=\"Article reference 49\" data-doi=\"10.2196\/diabetes.5848\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=30291056\" aria-label=\"PubMed reference 49\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6238856\" aria-label=\"PubMed Central reference 49\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 49\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Evaluating%20the%20accuracy%20of%20Google%20translate%20for%20diabetes%20education%20material&amp;journal=JMIR%20Diabetes&amp;doi=10.2196%2Fdiabetes.5848&amp;volume=1&amp;publication_year=2016&amp;author=Chen%2CX&amp;author=Acosta%2CS&amp;author=Barry%2CAE\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"50.\">\n<p class=\"c-article-references__text\" id=\"ref-CR50\">Lopez, I., Haredasht, F. N., Caoili, K., Chen, J. H. &amp; Chaudhari, A. Embedding-driven diversity sampling to improve few-shot synthetic data generation. Preprint at <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2501.11199\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.48550\/arXiv.2501.11199\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.48550\/arXiv.2501.11199<\/a> (2025).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"51.\">\n<p class=\"c-article-references__text\" id=\"ref-CR51\">Popovi\u0107, M. chrF++: words helping character n-grams. In Proc. Second Conference on Machine Translation (eds. Bojar, O. et al.) 612\u2013618 (Association for Computational Linguistics, Copenhagen, Denmark, 2017). <a href=\"https:\/\/doi.org\/10.18653\/v1\/W17-4770\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.18653\/v1\/W17-4770\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.18653\/v1\/W17-4770<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"52.\">\n<p class=\"c-article-references__text\" id=\"ref-CR52\">Rei, R., Stewart, C., Farinha, A. C. &amp; Lavie, A. COMET: A Neural Framework for MT Evaluation. In Proc. 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) (eds. Webber, B., Cohn, T., He, Y. &amp; Liu, Y.) 2685\u20132702 (Association for Computational Linguistics, Online, 2020). <a href=\"https:\/\/doi.org\/10.18653\/v1\/2020.emnlp-main.213\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.18653\/v1\/2020.emnlp-main.213\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.18653\/v1\/2020.emnlp-main.213<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"53.\">\n<p class=\"c-article-references__text\" id=\"ref-CR53\">Papineni, K., Roukos, S., Ward, T. &amp; Zhu, W.-J. Bleu: a method for automatic evaluation of machine translation. In Proc. 40th Annual Meeting of the Association for Computational Linguistics (eds. Isabelle, P., Charniak, E. &amp; Lin, D.) 311\u2013318 (Association for Computational Linguistics, Philadelphia, Pennsylvania, USA, 2002). <a href=\"https:\/\/doi.org\/10.3115\/1073083.1073135\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.3115\/1073083.1073135\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.3115\/1073083.1073135<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"54.\">\n<p class=\"c-article-references__text\" id=\"ref-CR54\">Mathur, N., Baldwin, T. &amp; Cohn, T. Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics. In Proc. 58th Annual Meeting of the Association for Computational Linguistics (eds. Jurafsky, D., Chai, J., Schluter, N. &amp; Tetreault, J.) 4984\u20134997 (Association for Computational Linguistics, Online, 2020). <a href=\"https:\/\/doi.org\/10.18653\/v1\/2020.acl-main.448\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.18653\/v1\/2020.acl-main.448\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.18653\/v1\/2020.acl-main.448<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"55.\">\n<p class=\"c-article-references__text\" id=\"ref-CR55\">Lopez, I. et al. Clinical entity augmented retrieval for clinical information extraction. NPJ Digit. Med. <b>8<\/b>, 1\u201311 (2025).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1038\/s41746-024-01377-1\" data-track-item_id=\"10.1038\/s41746-024-01377-1\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1038%2Fs41746-024-01377-1\" aria-label=\"Article reference 55\" data-doi=\"10.1038\/s41746-024-01377-1\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 55\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Clinical%20entity%20augmented%20retrieval%20for%20clinical%20information%20extraction&amp;journal=NPJ%20Digit.%20Med.&amp;doi=10.1038%2Fs41746-024-01377-1&amp;volume=8&amp;pages=1-11&amp;publication_year=2025&amp;author=Lopez%2CI\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"56.\">\n<p class=\"c-article-references__text\" id=\"ref-CR56\">Swaminathan, A. et al. Selective prediction for extracting unstructured clinical data. J. Am. Med. Inform. Assoc. <b>31<\/b>, 188\u2013197 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1093\/jamia\/ocad182\" data-track-item_id=\"10.1093\/jamia\/ocad182\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1093%2Fjamia%2Focad182\" aria-label=\"Article reference 56\" data-doi=\"10.1093\/jamia\/ocad182\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 56\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Selective%20prediction%20for%20extracting%20unstructured%20clinical%20data&amp;journal=J.%20Am.%20Med.%20Inform.%20Assoc.&amp;doi=10.1093%2Fjamia%2Focad182&amp;volume=31&amp;pages=188-197&amp;publication_year=2024&amp;author=Swaminathan%2CA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"57.\">\n<p class=\"c-article-references__text\" id=\"ref-CR57\">Bates, B. A. et al. Validity of International Classification of Diseases (ICD)-10 diagnosis codes for identification of acute heart failure hospitalization and heart failure with reduced versus preserved ejection fraction in a national medicare sample. Circ. Cardiovasc. Qual. Outcomes <b>16<\/b>, e009078 (2023).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1161\/CIRCOUTCOMES.122.009078\" data-track-item_id=\"10.1161\/CIRCOUTCOMES.122.009078\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1161%2FCIRCOUTCOMES.122.009078\" aria-label=\"Article reference 57\" data-doi=\"10.1161\/CIRCOUTCOMES.122.009078\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=36688301\" aria-label=\"PubMed reference 57\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 57\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Validity%20of%20International%20Classification%20of%20Diseases%20%28ICD%29-10%20diagnosis%20codes%20for%20identification%20of%20acute%20heart%20failure%20hospitalization%20and%20heart%20failure%20with%20reduced%20versus%20preserved%20ejection%20fraction%20in%20a%20national%20medicare%20sample&amp;journal=Circ.%20Cardiovasc.%20Qual.%20Outcomes&amp;doi=10.1161%2FCIRCOUTCOMES.122.009078&amp;volume=16&amp;publication_year=2023&amp;author=Bates%2CBA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"58.\">\n<p class=\"c-article-references__text\" id=\"ref-CR58\">Gothe, H. et al. Algorithms to identify COPD in health systems with and without access to ICD coding: a systematic review. BMC Health Serv. Res. <b>19<\/b>, 737 (2019).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"noopener nofollow\" data-track-label=\"10.1186\/s12913-019-4574-3\" data-track-item_id=\"10.1186\/s12913-019-4574-3\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/link.springer.com\/doi\/10.1186\/s12913-019-4574-3\" aria-label=\"Article reference 58\" data-doi=\"10.1186\/s12913-019-4574-3\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=31640678\" aria-label=\"PubMed reference 58\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC6805625\" aria-label=\"PubMed Central reference 58\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 58\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Algorithms%20to%20identify%20COPD%20in%20health%20systems%20with%20and%20without%20access%20to%20ICD%20coding%3A%20a%20systematic%20review&amp;journal=BMC%20Health%20Serv.%20Res.&amp;doi=10.1186%2Fs12913-019-4574-3&amp;volume=19&amp;publication_year=2019&amp;author=Gothe%2CH\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"59.\">\n<p class=\"c-article-references__text\" id=\"ref-CR59\">Shoemaker, S. J., Wolf, M. S. &amp; Brach, C. Development of the Patient Education Materials Assessment Tool (PEMAT): a new measure of understandability and actionability for print and audiovisual patient information. Patient Educ. Couns. <b>96<\/b>, 395\u2013403 (2014).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/j.pec.2014.05.027\" data-track-item_id=\"10.1016\/j.pec.2014.05.027\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2Fj.pec.2014.05.027\" aria-label=\"Article reference 59\" data-doi=\"10.1016\/j.pec.2014.05.027\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=24973195\" aria-label=\"PubMed reference 59\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC5085258\" aria-label=\"PubMed Central reference 59\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 59\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Development%20of%20the%20Patient%20Education%20Materials%20Assessment%20Tool%20%28PEMAT%29%3A%20a%20new%20measure%20of%20understandability%20and%20actionability%20for%20print%20and%20audiovisual%20patient%20information&amp;journal=Patient%20Educ.%20Couns.&amp;doi=10.1016%2Fj.pec.2014.05.027&amp;volume=96&amp;pages=395-403&amp;publication_year=2014&amp;author=Shoemaker%2CSJ&amp;author=Wolf%2CMS&amp;author=Brach%2CC\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"60.\">\n<p class=\"c-article-references__text\" id=\"ref-CR60\">Johnson, A. E. W. et al. MIMIC-IV, a freely accessible electronic health record dataset. Sci. Data <b>10<\/b>, 1 (2023).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"61.\">\n<p class=\"c-article-references__text\" id=\"ref-CR61\">Carrell, D. et al. Hiding in plain sight: use of realistic surrogates to reduce exposure of protected health information in clinical text. J. Am. Med. Inform. Assoc. <b>20<\/b>, 342\u2013348 (2013).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1136\/amiajnl-2012-001034\" data-track-item_id=\"10.1136\/amiajnl-2012-001034\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1136%2Famiajnl-2012-001034\" aria-label=\"Article reference 61\" data-doi=\"10.1136\/amiajnl-2012-001034\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=22771529\" aria-label=\"PubMed reference 61\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 61\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Hiding%20in%20plain%20sight%3A%20use%20of%20realistic%20surrogates%20to%20reduce%20exposure%20of%20protected%20health%20information%20in%20clinical%20text&amp;journal=J.%20Am.%20Med.%20Inform.%20Assoc.&amp;doi=10.1136%2Famiajnl-2012-001034&amp;volume=20&amp;pages=342-348&amp;publication_year=2013&amp;author=Carrell%2CD\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"62.\">\n<p class=\"c-article-references__text\" id=\"ref-CR62\">National Standards for Culturally and Linguistically Appropriate Services (CLAS) in Health and Health Care. Federal Register <a href=\"https:\/\/www.federalregister.gov\/documents\/2013\/09\/24\/2013-23164\/national-standards-for-culturally-and-linguistically-appropriate-services-clas-in-health-and-health\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"https:\/\/www.federalregister.gov\/documents\/2013\/09\/24\/2013-23164\/national-standards-for-culturally-and-linguistically-appropriate-services-clas-in-health-and-health\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/www.federalregister.gov\/documents\/2013\/09\/24\/2013-23164\/national-standards-for-culturally-and-linguistically-appropriate-services-clas-in-health-and-health<\/a> (2013).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"63.\">\n<p class=\"c-article-references__text\" id=\"ref-CR63\">Li, Z. et al. Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages. In Special Track on AI Alignment 28186\u201328194 (Association for the Advancement of Artificial Intelligence, 2025). <a href=\"https:\/\/doi.org\/10.1609\/aaai.v39i27.35038\" data-track=\"click_references\" data-track-action=\"external reference\" data-track-value=\"external reference\" data-track-label=\"10.1609\/aaai.v39i27.35038\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/doi.org\/10.1609\/aaai.v39i27.35038<\/a>.<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"64.\">\n<p class=\"c-article-references__text\" id=\"ref-CR64\">Xie, Y. et al. Weakly supervised scene text generation for low-resource languages. Expert Syst. Appl. <b>237<\/b>, 121622 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"10.1016\/j.eswa.2023.121622\" data-track-item_id=\"10.1016\/j.eswa.2023.121622\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/doi.org\/10.1016%2Fj.eswa.2023.121622\" aria-label=\"Article reference 64\" data-doi=\"10.1016\/j.eswa.2023.121622\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 64\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=Weakly%20supervised%20scene%20text%20generation%20for%20low-resource%20languages&amp;journal=Expert%20Syst.%20Appl.&amp;doi=10.1016%2Fj.eswa.2023.121622&amp;volume=237&amp;publication_year=2024&amp;author=Xie%2CY\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"65.\">\n<p class=\"c-article-references__text\" id=\"ref-CR65\">Khoong, E. C. &amp; Rodriguez, J. A. A research agenda for using machine translation in clinical medicine. J. Gen. Intern. Med. <b>37<\/b>, 1275\u20131277 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\"><a data-track=\"click_references\" rel=\"noopener nofollow\" data-track-label=\"10.1007\/s11606-021-07164-y\" data-track-item_id=\"10.1007\/s11606-021-07164-y\" data-track-value=\"article reference\" data-track-action=\"article reference\" href=\"https:\/\/link.springer.com\/doi\/10.1007\/s11606-021-07164-y\" aria-label=\"Article reference 65\" data-doi=\"10.1007\/s11606-021-07164-y\" target=\"_blank\">Article<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed reference\" data-track-action=\"pubmed reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&amp;db=PubMed&amp;dopt=Abstract&amp;list_uids=35132559\" aria-label=\"PubMed reference 65\" target=\"_blank\">PubMed<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" rel=\"nofollow noopener\" data-track-label=\"link\" data-track-item_id=\"link\" data-track-value=\"pubmed central reference\" data-track-action=\"pubmed central reference\" href=\"http:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC8971300\" aria-label=\"PubMed Central reference 65\" target=\"_blank\">PubMed Central<\/a>\u00a0<br \/>\n    <a data-track=\"click_references\" data-track-action=\"google scholar reference\" data-track-value=\"google scholar reference\" data-track-label=\"link\" data-track-item_id=\"link\" rel=\"nofollow noopener\" aria-label=\"Google Scholar reference 65\" href=\"http:\/\/scholar.google.com\/scholar_lookup?&amp;title=A%20research%20agenda%20for%20using%20machine%20translation%20in%20clinical%20medicine&amp;journal=J.%20Gen.%20Intern.%20Med.&amp;doi=10.1007%2Fs11606-021-07164-y&amp;volume=37&amp;pages=1275-1277&amp;publication_year=2022&amp;author=Khoong%2CEC&amp;author=Rodriguez%2CJA\" target=\"_blank\"><br \/>\n                    Google Scholar<\/a>\u00a0\n                <\/p>\n<\/li>\n","protected":false},"excerpt":{"rendered":"Rawal, S. et al. Association between limited English proficiency and revisits and readmissions after hospitalization for patients with&hellip;\n","protected":false},"author":2,"featured_media":97594,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[275],"tags":[2564,7593,18,910,135,475,5455,474,19,17,610,7482],"class_list":{"0":"post-97593","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-healthcare","8":"tag-biomedicine","9":"tag-biotechnology","10":"tag-eire","11":"tag-general","12":"tag-health","13":"tag-health-care","14":"tag-health-policy","15":"tag-healthcare","16":"tag-ie","17":"tag-ireland","18":"tag-machine-learning","19":"tag-medicine-public-health"},"share_on_mastodon":{"url":"","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/97593","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/comments?post=97593"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/97593\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media\/97594"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media?parent=97593"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/categories?post=97593"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/tags?post=97593"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}