{"id":"https://openalex.org/W7134813757","doi":"https://doi.org/10.48550/arxiv.2603.08392","title":"COACH meets QUORUM: A Framework and Pipeline for Aligning User, Expert and Developer Perspectives in LLM-generated Health Counselling","display_name":"COACH meets QUORUM: A Framework and Pipeline for Aligning User, Expert and Developer Perspectives in LLM-generated Health Counselling","publication_year":2026,"publication_date":"2026-03-09","ids":{"openalex":"https://openalex.org/W7134813757","doi":"https://doi.org/10.48550/arxiv.2603.08392"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.08392","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.08392","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,"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"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.08392","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128678314","display_name":"Yee Man Ng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ng, Yee Man","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128644931","display_name":"Bram van Dijk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"van Dijk, Bram","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128687325","display_name":"Pieter Beynen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Beynen, Pieter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128679291","display_name":"Otto Boekesteijn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Boekesteijn, Otto","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021479513","display_name":"Joris H. Jansen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jansen, Joris","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018514746","display_name":"G. van Oortmerssen","orcid":"https://orcid.org/0000-0002-0661-0833"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"van Oortmerssen, Gerard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128689878","display_name":"Max van Duijn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"van Duijn, Max","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5033880574","display_name":"Marco Spruit","orcid":"https://orcid.org/0000-0002-9237-221X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Spruit, Marco","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.5051000118255615,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.5051000118255615,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.0957999974489212,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.04610000178217888,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6922000050544739},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.5493000149726868},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.45249998569488525},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4366999864578247},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.41190001368522644},{"id":"https://openalex.org/keywords/unified-medical-language-system","display_name":"Unified Medical Language System","score":0.4025000035762787},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.38589999079704285}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6922000050544739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5777999758720398},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.5493000149726868},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.45249998569488525},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4366999864578247},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.41190001368522644},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40310001373291016},{"id":"https://openalex.org/C69505689","wikidata":"https://www.wikidata.org/wiki/Q455338","display_name":"Unified Medical Language System","level":2,"score":0.4025000035762787},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.38589999079704285},{"id":"https://openalex.org/C2780583480","wikidata":"https://www.wikidata.org/wiki/Q1366327","display_name":"Tone (literature)","level":2,"score":0.3709000051021576},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35989999771118164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3057999908924103},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.3041999936103821},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.2745000123977661},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.25839999318122864}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.08392","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.08392","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,"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":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.08392","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.08392","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,"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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Systems":[0],"that":[1,56,70,85,127,138],"collect":[2],"data":[3],"on":[4,135,153],"sleep,":[5],"mood,":[6],"and":[7,20,53,75,78,90,121,132,147,164,180],"activities":[8],"can":[9,187],"provide":[10],"valuable":[11],"lifestyle":[12,107],"counselling":[13,55,108,141],"to":[14,28,47,59,104,160],"populations":[15],"affected":[16],"by":[17],"chronic":[18],"disease":[19],"its":[21],"consequences.":[22],"Such":[23],"systems":[24,37,192],"are,":[25],"however,":[26],"challenging":[27],"develop;":[29],"besides":[30],"reliably":[31],"extracting":[32],"patterns":[33,42],"from":[34],"user-specific":[35],"data,":[36],"should":[38],"also":[39,96,151],"contextualise":[40],"these":[41,72],"with":[43,80],"validated":[44],"medical":[45,130],"knowledge":[46],"ensure":[48],"the":[49,136,139,154,157,170],"quality":[50],"of":[51,144,156,172],"counselling,":[52,158],"generate":[54,105],"is":[57,142],"relevant":[58],"a":[60,66,81,99,115,183],"real":[61,82],"user.":[62],"We":[63,95],"present":[64,97],"QUORUM,":[65],"new":[67],"evaluation":[68,174,185],"framework":[69,125,186],"unifies":[71],"developer-,":[73],"expert-,":[74],"user-centric":[76],"perspectives,":[77],"show":[79],"case":[83],"study":[84],"it":[86],"meaningfully":[87],"tracks":[88],"convergence":[89],"divergence":[91],"in":[92,162,193],"stakeholder":[93],"perspectives.":[94],"COACH,":[98],"Large":[100],"Language":[101],"Model-driven":[102],"pipeline":[103],"personalised":[106],"for":[109,118,175],"our":[110,124],"Healthy":[111],"Chronos":[112],"use":[113],"case,":[114],"diary":[116],"app":[117],"cancer":[119],"patients":[120],"survivors.":[122],"Applying":[123],"shows":[126],"overall,":[128],"users,":[129],"experts,":[131],"developers":[133],"converge":[134],"opinion":[137],"generated":[140],"relevant,":[143],"good":[145],"quality,":[146],"reliable.":[148],"However,":[149],"stakeholders":[150],"diverge":[152],"tone":[155],"sensitivity":[159],"errors":[161],"pattern-extraction,":[163],"potential":[165],"hallucinations.":[166],"These":[167],"findings":[168],"highlight":[169],"importance":[171],"multi-stakeholder":[173],"consumer":[176],"health":[177],"language":[178],"technologies":[179],"illustrate":[181],"how":[182],"unified":[184],"support":[188],"trustworthy,":[189],"patient-centered":[190],"NLP":[191],"real-world":[194],"settings.":[195]},"counts_by_year":[],"updated_date":"2026-08-16T07:02:28.622633","created_date":"2026-03-11T00:00:00"}