{"id":"https://openalex.org/W4416497907","doi":"https://doi.org/10.18653/v1/2026.findings-acl.496","title":"Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine","display_name":"Decide less, communicate more: On the construct validity of end-to-end fact-checking in medicine","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W4416497907","doi":"https://doi.org/10.18653/v1/2026.findings-acl.496","pmid":"https://pubmed.ncbi.nlm.nih.gov/42466065","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13373578"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2026.findings-acl.496","doi":"https://doi.org/10.18653/v1/2026.findings-acl.496","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.496","pdf_url":"https://aclanthology.org/2026.findings-acl.496.pdf","source":{"id":"https://openalex.org/S4363605144","display_name":"Findings of the Association for Computational Linguistics: ACL (Findings of ACL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: ACL 2026","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://aclanthology.org/2026.findings-acl.496.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102177565","display_name":"Sebastian Antony Joseph","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sebastian Antony Joseph","raw_affiliation_strings":["The University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015308724","display_name":"Lily Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lily Chen","raw_affiliation_strings":["Stanford University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012617305","display_name":"Barry Wei","orcid":"https://orcid.org/0009-0000-7398-9997","observed_orcids":["https://orcid.org/0009-0000-7398-9997"]},"institutions":[{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":"US","type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barry Wei","raw_affiliation_strings":["Indiana University School of Medicine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University School of Medicine","institution_ids":["https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057295642","display_name":"Michael Mackert","orcid":"https://orcid.org/0000-0002-1758-5354","observed_orcids":["https://orcid.org/0000-0002-1758-5354"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Mackert","raw_affiliation_strings":["The University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036860076","display_name":"Iain James Marshall","orcid":"https://orcid.org/0000-0003-2594-2654","observed_orcids":["https://orcid.org/0000-0003-2594-2654"]},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Iain James Marshall","raw_affiliation_strings":["King's College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King's College London","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086233510","display_name":"Paul Pu Liang","orcid":"https://orcid.org/0000-0001-7768-3610","observed_orcids":["https://orcid.org/0000-0001-7768-3610"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Pu Liang","raw_affiliation_strings":["Massachusetts Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062204572","display_name":"Ramez Kouzy","orcid":"https://orcid.org/0000-0002-1521-0495","observed_orcids":["https://orcid.org/0000-0002-1521-0495"]},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramez Kouzy","raw_affiliation_strings":["The University of Texas MD Anderson Cancer Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas MD Anderson Cancer Center","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036790226","display_name":"Byron Wallace","orcid":"https://orcid.org/0000-0003-2409-7735","observed_orcids":["https://orcid.org/0000-0003-2409-7735"]},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Byron C Wallace","raw_affiliation_strings":["Northeastern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021057186","display_name":"Junyi Jessy Li","orcid":"https://orcid.org/0000-0002-2550-5262","observed_orcids":["https://orcid.org/0000-0002-2550-5262"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junyi Jessy Li","raw_affiliation_strings":["The University of Texas at Austin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":15.3456,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.97982906,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"2026","issue":null,"first_page":"10196","last_page":"10221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/T13607","display_name":"Academic Publishing and Open Access","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/construct-validity","display_name":"construct validity","score":0.7960000038146973},{"id":"https://openalex.org/keywords/evidence-synthesis","display_name":"evidence synthesis","score":0.5860000252723694},{"id":"https://openalex.org/keywords/clinical-trials","display_name":"clinical trials","score":0.6779999732971191},{"id":"https://openalex.org/keywords/medical-communication","display_name":"medical communication","score":0.6299999952316284},{"id":"https://openalex.org/keywords/evidence-based-medicine","display_name":"evidence-based medicine","score":0.656000018119812},{"id":"https://openalex.org/keywords/claim-verification","display_name":"claim verification","score":0.492000013589859},{"id":"https://openalex.org/keywords/interactive-communication","display_name":"interactive communication","score":0.4970000088214874},{"id":"https://openalex.org/keywords/medical-literacy","display_name":"medical literacy","score":0.5130000114440918}],"concepts":[{"id":"https://openalex.org/C2778843546","wikidata":"https://www.wikidata.org/wiki/Q3097973","display_name":"Health literacy","level":3,"score":0.4763000011444092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44920000433921814},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4381999969482422},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4244000017642975},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.4219000041484833},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.4025999903678894},{"id":"https://openalex.org/C2985722590","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medical knowledge","level":2,"score":0.3986000120639801},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3982999920845032},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.35519999265670776},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.3513999879360199},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.32350000739097595},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.3206999897956848},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.29580000042915344},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2937000095844269},{"id":"https://openalex.org/C2779231881","wikidata":"https://www.wikidata.org/wiki/Q5977147","display_name":"Medical literature","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C2778080475","wikidata":"https://www.wikidata.org/wiki/Q4353774","display_name":"Health communication","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.28189998865127563},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.273499995470047},{"id":"https://openalex.org/C2776475305","wikidata":"https://www.wikidata.org/wiki/Q29627","display_name":"Public interest","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C106977388","wikidata":"https://www.wikidata.org/wiki/Q2752427","display_name":"Medical research","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C2777877512","wikidata":"https://www.wikidata.org/wiki/Q1116097","display_name":"Common ground","level":2,"score":0.2533999979496002}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.18653/v1/2026.findings-acl.496","doi":"https://doi.org/10.18653/v1/2026.findings-acl.496","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.496","pdf_url":"https://aclanthology.org/2026.findings-acl.496.pdf","source":{"id":"https://openalex.org/S4363605144","display_name":"Findings of the Association for Computational Linguistics: ACL (Findings of ACL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: ACL 2026","raw_type":"proceedings-article"},{"id":"pmid:42466065","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42466065","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of ACL. ACL","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:2506.20876","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2506.20876","pdf_url":"https://arxiv.org/pdf/2506.20876","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pubmedcentral.nih.gov:13373578","doi":null,"is_oa":true,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42466065/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13373578/pdf/nihms-2194075.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Find ACL ACL","raw_type":"Text"},{"id":"doi:10.48550/arxiv.2506.20876","doi":"https://doi.org/10.48550/arxiv.2506.20876","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2506.20876","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.findings-acl.496","doi":"https://doi.org/10.18653/v1/2026.findings-acl.496","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.496","pdf_url":"https://aclanthology.org/2026.findings-acl.496.pdf","source":{"id":"https://openalex.org/S4363605144","display_name":"Findings of the Association for Computational Linguistics: ACL (Findings of ACL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Findings of the Association for Computational Linguistics: ACL 2026","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G5950554904","display_name":"Building Safety Guards into LLMs for Trustworthy Automatic Simplification of Medical Documents","funder_award_id":"1r01lm014600-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6334497611","display_name":"SOLACE-AI: Synthesis of Online Literature for Adaptation to Climate-Change Emergencies","funder_award_id":"313618/Z/24/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G7871089701","display_name":"Collaborative Research: RI: Medium: Expert-in-the-Loop Neural Summarization for Consequential Domains","funder_award_id":"2211954","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320310620","display_name":"University of Texas at Austin","ror":"https://ror.org/00hj54h04"},{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416497907.pdf","grobid_xml":"https://content.openalex.org/works/W4416497907.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W3093903394","https://openalex.org/W4389519041","https://openalex.org/W4389524398","https://openalex.org/W4400375119","https://openalex.org/W4401042906","https://openalex.org/W4402671564","https://openalex.org/W4402684077","https://openalex.org/W4403580102","https://openalex.org/W4404181042","https://openalex.org/W4405761888","https://openalex.org/W4411120146","https://openalex.org/W4411120161"],"related_works":["https://openalex.org/W7135016901","https://openalex.org/W7131279302","https://openalex.org/W3211725095","https://openalex.org/W7214651501","https://openalex.org/W3093903394","https://openalex.org/W4391555998","https://openalex.org/W4205221483","https://openalex.org/W4210911095","https://openalex.org/W4385570318","https://openalex.org/W4407821660"],"abstract_inverted_index":{"Technological":[0],"progress":[1],"has":[2,28],"led":[3],"to":[4,31,52,72,150,158],"concrete":[5],"advancements":[6],"in":[7,19,40,145,155,161,168],"tasks":[8],"that":[9,182],"were":[10],"regarded":[11],"as":[12,15,187],"challenging,":[13],"such":[14,104],"automatic":[16],"fact-checking.":[17],"Interest":[18],"adopting":[20],"these":[21],"systems":[22,105],"for":[23,85,138],"public":[24],"health":[25],"and":[26,38,45,55,96,175,198],"medicine":[27,50],"grown":[29],"due":[30],"the":[32,57,65,75,83,119,156,162],"high-stakes":[33],"nature":[34,58],"of":[35,59,68,164],"medical":[36,47,66,80,94,134],"decisions":[37],"challenges":[39,144],"critically":[41],"appraising":[42],"a":[43,90],"vast":[44],"diverse":[46],"literature.":[48],"Evidence-based":[49],"connects":[51],"every":[53],"individual,":[54],"yet":[56],"it":[60],"is":[61],"highly":[62],"technical,":[63],"rendering":[64],"literacy":[67],"majority":[69],"users":[70],"inadequate":[71],"sufficiently":[73],"navigate":[74],"domain.":[76],"Such":[77],"problems":[78],"with":[79,98,114,172],"communication":[81,190],"ripen":[82],"ground":[84],"end-to-end":[86,146,195],"fact-checking":[87,147,183],"agents:":[88],"check":[89],"claim":[91],"against":[92],"current":[93],"literature":[95],"return":[97],"an":[99,188,194],"evidence-backed":[100],"verdict.":[101],"And":[102],"yet,":[103],"remain":[106],"largely":[107],"unused.":[108],"In":[109,136],"this":[110,139],"position":[111],"paper,":[112],"developed":[113],"expert":[115],"input,":[116],"we":[117,141],"present":[118],"first":[120],"study":[121],"examining":[122],"how":[123],"clinical":[124,165],"experts":[125],"verify":[126],"real":[127],"claims":[128,154,170],"from":[129],"social":[130],"media":[131],"by":[132],"synthesizing":[133],"evidence.":[135],"searching":[137],"upper-bound,":[140],"reveal":[142],"fundamental":[143],"when":[148],"applied":[149],"medicine:":[151],"Difficulties":[152],"connecting":[153],"wild":[157],"scientific":[159],"evidence":[160],"form":[163],"trials;":[166],"ambiguities":[167],"underspecified":[169],"mixed":[171],"mismatched":[173],"intentions;":[174],"inherently":[176],"subjective":[177],"veracity":[178],"labels.":[179],"We":[180],"argue":[181],"should":[184],"be":[185],"approached":[186],"interactive":[189],"problem,":[191],"rather":[192],"than":[193],"process.":[196],"Data":[197],"code":[199],"are":[200],"available":[201],"at":[202],"https://github.com/SebaJoe/decide-less-communicate-more.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}
