{"id":"https://openalex.org/W4412035812","doi":"https://doi.org/10.1145/3715336.3735779","title":"The Benefits and Risks of LLMs for Facilitating Medical Decision-Making Among Laypersons","display_name":"The Benefits and Risks of LLMs for Facilitating Medical Decision-Making Among Laypersons","publication_year":2025,"publication_date":"2025-07-04","ids":{"openalex":"https://openalex.org/W4412035812","doi":"https://doi.org/10.1145/3715336.3735779"},"language":"en","primary_location":{"id":"doi:10.1145/3715336.3735779","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3715336.3735779","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Designing Interactive Systems Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3715336.3735779","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073948193","display_name":"Charisse Foo","orcid":"https://orcid.org/0009-0004-7750-1150"},"institutions":[{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Charisse Foo","raw_affiliation_strings":["Telehealth Core, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0009-0004-7750-1150","affiliations":[{"raw_affiliation_string":"Telehealth Core, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I157582758","https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059354600","display_name":"Pin Sym Foong","orcid":"https://orcid.org/0000-0002-4437-8326"},"institutions":[{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Pin Sym Foong","raw_affiliation_strings":["Telehealth Core, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-4437-8326","affiliations":[{"raw_affiliation_string":"Telehealth Core, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I157582758","https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049601276","display_name":"Camille Nadal","orcid":"https://orcid.org/0000-0002-0166-113X"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Camille Nadal","raw_affiliation_strings":["University College Dublin, Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-0166-113X","affiliations":[{"raw_affiliation_string":"University College Dublin, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097605675","display_name":"Natasha Ureyang","orcid":"https://orcid.org/0009-0005-4534-0417"},"institutions":[{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Natasha Ureyang","raw_affiliation_strings":["Telehealth Core, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0009-0005-4534-0417","affiliations":[{"raw_affiliation_string":"Telehealth Core, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I157582758","https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118824232","display_name":"Thant Naylin","orcid":null},"institutions":[{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Thant Naylin","raw_affiliation_strings":["Telehealth Core, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0009-0008-9507-6361","affiliations":[{"raw_affiliation_string":"Telehealth Core, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I157582758","https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054375490","display_name":"Gerald Choon\u2010Huat Koh","orcid":"https://orcid.org/0000-0002-6453-6897"},"institutions":[{"id":"https://openalex.org/I157582758","display_name":"SingHealth","ror":"https://ror.org/04me94w47","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I157582758"]},{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Gerald Choon Huat Koh","raw_affiliation_strings":["Telehealth Core, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-6453-6897","affiliations":[{"raw_affiliation_string":"Telehealth Core, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I157582758","https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3295,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83814915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3173","last_page":"3191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10582","display_name":"Ethics in Clinical Research","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/medical-decision-making","display_name":"Medical decision making","score":0.5381150841712952},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4765244722366333},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.38204148411750793},{"id":"https://openalex.org/keywords/actuarial-science","display_name":"Actuarial science","score":0.34904244542121887},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.335848867893219},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30417612195014954},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21882209181785583},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.21173864603042603}],"concepts":[{"id":"https://openalex.org/C2983241795","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Medical decision making","level":2,"score":0.5381150841712952},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4765244722366333},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.38204148411750793},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.34904244542121887},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.335848867893219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30417612195014954},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21882209181785583},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.21173864603042603}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3715336.3735779","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3715336.3735779","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Designing Interactive Systems Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3715336.3735779","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3715336.3735779","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Designing Interactive Systems Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1493808341","display_name":null,"funder_award_id":"NMRC/CG1/009/2022-NUH","funder_id":"https://openalex.org/F4320334737","funder_display_name":"National Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320334737","display_name":"National Medical Research Council","ror":"https://ror.org/04x3cxs03"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W990652630","https://openalex.org/W1481372976","https://openalex.org/W1739227081","https://openalex.org/W1943745580","https://openalex.org/W1978868323","https://openalex.org/W1979290264","https://openalex.org/W2016940120","https://openalex.org/W2035130373","https://openalex.org/W2040607890","https://openalex.org/W2067686633","https://openalex.org/W2112488140","https://openalex.org/W2133443878","https://openalex.org/W2138551548","https://openalex.org/W2142480085","https://openalex.org/W2146551624","https://openalex.org/W2157254135","https://openalex.org/W2160854154","https://openalex.org/W2181757050","https://openalex.org/W2297386285","https://openalex.org/W2397482677","https://openalex.org/W2408767583","https://openalex.org/W2554271488","https://openalex.org/W2610340472","https://openalex.org/W2745903396","https://openalex.org/W2794304262","https://openalex.org/W2894913464","https://openalex.org/W2913222671","https://openalex.org/W2934323532","https://openalex.org/W2969881216","https://openalex.org/W2973809064","https://openalex.org/W2984758691","https://openalex.org/W3097030946","https://openalex.org/W3113757834","https://openalex.org/W3128621548","https://openalex.org/W3129259813","https://openalex.org/W3159064895","https://openalex.org/W3159250634","https://openalex.org/W3185593989","https://openalex.org/W3207087635","https://openalex.org/W3212148341","https://openalex.org/W4225156763","https://openalex.org/W4283267080","https://openalex.org/W4319343357","https://openalex.org/W4362472235","https://openalex.org/W4366003228","https://openalex.org/W4366548479","https://openalex.org/W4366596612","https://openalex.org/W4385623654","https://openalex.org/W4387880578","https://openalex.org/W4389519275","https://openalex.org/W4391316368","https://openalex.org/W4392939056","https://openalex.org/W4394877296","https://openalex.org/W4396832493","https://openalex.org/W4396833086","https://openalex.org/W4396833127","https://openalex.org/W4400643163","https://openalex.org/W4401834574"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4299297278","https://openalex.org/W2910183845","https://openalex.org/W4206453769","https://openalex.org/W2513267613","https://openalex.org/W2765153054","https://openalex.org/W2409853057","https://openalex.org/W2891753780","https://openalex.org/W4298363913","https://openalex.org/W2596173151"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}