{"id":"https://openalex.org/W7223695384","doi":"https://doi.org/10.1093/eurpub/ckag169.503","title":"Training the public health workforce for generative AI: results from a practical workshop in Italy","display_name":"Training the public health workforce for generative AI: results from a practical workshop in Italy","publication_year":2026,"publication_date":"2026-10-01","ids":{"openalex":"https://openalex.org/W7223695384","doi":"https://doi.org/10.1093/eurpub/ckag169.503"},"language":"en","primary_location":{"id":"doi:10.1093/eurpub/ckag169.503","doi":"https://doi.org/10.1093/eurpub/ckag169.503","is_oa":true,"landing_page_url":"https://doi.org/10.1093/eurpub/ckag169.503","pdf_url":"https://academic.oup.com/eurpub/article-pdf/36/Supplement_5/ckag169.503/72462427/ckag169.503.pdf","source":{"id":"https://openalex.org/S4210220588","display_name":"European Journal of Public Health","issn_l":"1101-1262","issn":["1101-1262","1464-360X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","fnege-4","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Public Health","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/eurpub/article-pdf/36/Supplement_5/ckag169.503/72462427/ckag169.503.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052450652","display_name":"F Baglivo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"F Baglivo","raw_affiliation_strings":["Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa , Pisa,","Italian Society for Artificial Intelligence in Medicine (SIIAM) , Rome,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa , Pisa,","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Italian Society for Artificial Intelligence in Medicine (SIIAM) , Rome,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159719833","display_name":"A Gorga","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A Gorga","raw_affiliation_strings":["Department of Sciences of Public Health and Pediatrics, University of Turin , Turin,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sciences of Public Health and Pediatrics, University of Turin , Turin,","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159716698","display_name":"G Vella","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G Vella","raw_affiliation_strings":["Department of Health Promotion, Maternal and Infant Care, Internal Medicine and Medical Specialties, University of Palermo , Palermo,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Promotion, Maternal and Infant Care, Internal Medicine and Medical Specialties, University of Palermo , Palermo,","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159715565","display_name":"C Barbati","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]},{"id":"https://openalex.org/I4210155949","display_name":"European Public Health Association","ror":"https://ror.org/05dxne691","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210155949"]}],"countries":["IT","NL"],"is_corresponding":false,"raw_author_name":"C Barbati","raw_affiliation_strings":["Department of Public Health, Experimental and Forensic Medicine, University of Pavia , Pavia,","Digital Health & Artificial Intelligence Section, European Public Health Association , Utrecht,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health, Experimental and Forensic Medicine, University of Pavia , Pavia,","institution_ids":["https://openalex.org/I25217355"]},{"raw_affiliation_string":"Digital Health & Artificial Intelligence Section, European Public Health Association , Utrecht,","institution_ids":["https://openalex.org/I4210155949"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159705289","display_name":"M Pecchioli","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M Pecchioli","raw_affiliation_strings":["Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa , Pisa,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa , Pisa,","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159682383","display_name":"AL D\u2019Atri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"AL D\u2019Atri","raw_affiliation_strings":["Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa , Pisa,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa , Pisa,","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159733590","display_name":"R Siliquini","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I55143463","display_name":"University of Turin","ror":"https://ror.org/048tbm396","country_code":"IT","type":"education","lineage":["https://openalex.org/I55143463"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"R Siliquini","raw_affiliation_strings":["Department of Sciences of Public Health and Pediatrics, University of Turin , Turin,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Sciences of Public Health and Pediatrics, University of Turin , Turin,","institution_ids":["https://openalex.org/I55143463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086224489","display_name":"Walter Mazzucco","orcid":"https://orcid.org/0000-0001-5090-1366","observed_orcids":["https://orcid.org/0000-0001-5090-1366"]},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"W Mazzucco","raw_affiliation_strings":["Department of Health Promotion, Maternal and Infant Care, Internal Medicine and Medical Specialties, University of Palermo , Palermo,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Promotion, Maternal and Infant Care, Internal Medicine and Medical Specialties, University of Palermo , Palermo,","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159716964","display_name":"A Odone","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I25217355","display_name":"University of Pavia","ror":"https://ror.org/00s6t1f81","country_code":"IT","type":"education","lineage":["https://openalex.org/I25217355"]},{"id":"https://openalex.org/I4210151645","display_name":"Policlinico San Matteo Fondazione","ror":"https://ror.org/05w1q1c88","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210151645","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210155949","display_name":"European Public Health Association","ror":"https://ror.org/05dxne691","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210155949"]}],"countries":["IT","NL"],"is_corresponding":false,"raw_author_name":"A Odone","raw_affiliation_strings":["Department of Public Health, Experimental and Forensic Medicine, University of Pavia , Pavia,","Digital Health & Artificial Intelligence Section, European Public Health Association , Utrecht,","Medical Direction, Fondazione IRCCS Policlinico San Matteo , Pavia,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health, Experimental and Forensic Medicine, University of Pavia , Pavia,","institution_ids":["https://openalex.org/I25217355"]},{"raw_affiliation_string":"Digital Health & Artificial Intelligence Section, European Public Health Association , Utrecht,","institution_ids":["https://openalex.org/I4210155949"]},{"raw_affiliation_string":"Medical Direction, Fondazione IRCCS Policlinico San Matteo , Pavia,","institution_ids":["https://openalex.org/I4210151645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5159654440","display_name":"C Rizzo","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C Rizzo","raw_affiliation_strings":["Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa , Pisa,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa , Pisa,","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5052450652"],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":{"value":2815,"currency":"EUR","value_usd":3181},"apc_paid":{"value":2815,"currency":"EUR","value_usd":3181},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72205867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"36","issue":"Supplement_5","first_page":null,"last_page":null},"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":0.9990000128746033,"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":0.9990000128746033,"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/T13904","display_name":"Artificial Intelligence Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/generative-ai","display_name":"generative AI","score":0.9150000214576721},{"id":"https://openalex.org/keywords/public-health-professionals","display_name":"public health workforce","score":0.8040000200271606},{"id":"https://openalex.org/keywords/ai-training","display_name":"AI training","score":0.6629999876022339},{"id":"https://openalex.org/keywords/ai-chatbots","display_name":"AI chatbots","score":0.7670000195503235},{"id":"https://openalex.org/keywords/prompt-engineering","display_name":"prompt engineering","score":0.722000002861023},{"id":"https://openalex.org/keywords/artificial-intelligence-readiness","display_name":"AI readiness","score":0.49399998784065247},{"id":"https://openalex.org/keywords/usability-evaluation","display_name":"usability evaluation","score":0.5450000166893005}],"concepts":[{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.8677999973297119},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.6047999858856201},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.5760999917984009},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.5569000244140625},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4973999857902527},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.4496000111103058},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4388999938964844},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4214000105857849},{"id":"https://openalex.org/C139225968","wikidata":"https://www.wikidata.org/wiki/Q17146354","display_name":"System usability scale","level":4,"score":0.38420000672340393},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3840999901294708},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3716999888420105},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.36899998784065247},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.31940001249313354},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C3018868096","wikidata":"https://www.wikidata.org/wiki/Q2693233","display_name":"Internal consistency","level":3,"score":0.2962999939918518},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C5395021","wikidata":"https://www.wikidata.org/wiki/Q1061410","display_name":"Program evaluation","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C65067816","wikidata":"https://www.wikidata.org/wiki/Q2295139","display_name":"Computer-assisted web interviewing","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2662999927997589},{"id":"https://openalex.org/C19648533","wikidata":"https://www.wikidata.org/wiki/Q691640","display_name":"Evidence-based medicine","level":3,"score":0.25760000944137573},{"id":"https://openalex.org/C2775989810","wikidata":"https://www.wikidata.org/wiki/Q7832978","display_name":"Training manual","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C547646559","wikidata":"https://www.wikidata.org/wiki/Q162297","display_name":"Hygiene","level":2,"score":0.25369998812675476},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1093/eurpub/ckag169.503","doi":"https://doi.org/10.1093/eurpub/ckag169.503","is_oa":true,"landing_page_url":"https://doi.org/10.1093/eurpub/ckag169.503","pdf_url":"https://academic.oup.com/eurpub/article-pdf/36/Supplement_5/ckag169.503/72462427/ckag169.503.pdf","source":{"id":"https://openalex.org/S4210220588","display_name":"European Journal of Public Health","issn_l":"1101-1262","issn":["1101-1262","1464-360X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","fnege-4","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Public Health","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13697643","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13697643/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13697643/pdf/ckag169.503.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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eur J Public Health","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/eurpub/ckag169.503","doi":"https://doi.org/10.1093/eurpub/ckag169.503","is_oa":true,"landing_page_url":"https://doi.org/10.1093/eurpub/ckag169.503","pdf_url":"https://academic.oup.com/eurpub/article-pdf/36/Supplement_5/ckag169.503/72462427/ckag169.503.pdf","source":{"id":"https://openalex.org/S4210220588","display_name":"European Journal of Public Health","issn_l":"1101-1262","issn":["1101-1262","1464-360X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","fnege-4","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Public Health","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9537000060081482},{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.4156000018119812}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7223695384.pdf","grobid_xml":"https://content.openalex.org/works/W7223695384.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7202069894","https://openalex.org/W7015681645","https://openalex.org/W4414306169","https://openalex.org/W4387108520","https://openalex.org/W4387902412","https://openalex.org/W4414072915","https://openalex.org/W7140229480","https://openalex.org/W4404444317","https://openalex.org/W4412772976","https://openalex.org/W7204639542"],"abstract_inverted_index":{"Abstract":[0],"Background":[1],"Artificial":[2],"intelligence":[3],"(AI)":[4],"is":[5],"becoming":[6],"increasingly":[7],"relevant":[8],"for":[9,21,103,201,213,228],"public":[10,45,251],"health":[11,46],"practice,":[12],"yet":[13],"scalable":[14],"training":[15,231],"models":[16,232],"and":[17,37,48,53,95,107,165,174,244],"validated":[18],"usability":[19,110,185],"instruments":[20],"AI":[22,34,129,148,202,223,249],"chatbots":[23],"remain":[24],"limited":[25,137],"in":[26,146,216,222,250],"non-English":[27],"contexts.":[28],"This":[29],"study":[30,70],"aimed":[31],"to":[32,49,240],"assess":[33],"knowledge,":[35],"attitudes,":[36],"practices":[38],"(KAP)":[39],"among":[40],"a":[41,68,82,87,100,182,210],"sample":[42],"of":[43,59,77,99,247],"Italian":[44,57,74,217],"professionals":[47,197],"translate,":[50],"culturally":[51],"adapt,":[52],"psychometrically":[54],"validate":[55],"the":[56,60,72,96,226,242],"version":[58],"Chatbot":[61],"Usability":[62],"Questionnaire":[63],"(CUQ-IT).":[64],"Methods":[65],"We":[66],"conducted":[67],"three-phase":[69],"during":[71],"57th":[73],"National":[75],"Congress":[76],"Hygiene":[78],"(October":[79],"2024):":[80],"(i)":[81],"cross-sectional":[83],"KAP":[84],"survey;":[85],"(ii)":[86],"90-minute":[88],"theoretical-practical":[89],"workshop":[90],"featuring":[91],"guided":[92],"prompt":[93],"engineering":[94],"collaborative":[97],"development":[98],"Custom":[101],"GPT":[102],"vaccination":[104],"counseling":[105],"(VaxSense);":[106],"(iii)":[108],"post-workshop":[109],"evaluation":[111,215],"with":[112,118,237],"CUQ-IT.":[113],"Internal":[114],"consistency":[115,160],"was":[116,150],"estimated":[117],"Cronbach\u2019s":[119],"\u03b1.":[120],"Results":[121],"Among":[122],"86":[123],"eligible":[124],"respondents,":[125],"participants":[126],"reported":[127],"moderate":[128],"knowledge":[130,149],"(mean":[131,187],"2.74\u00b11.05/5),":[132],"positive":[133],"attitudes":[134],"(3.87\u00b10.73/5),":[135],"but":[136,203],"routine":[138],"use":[139],"(2.88\u00b11.11/5).":[140],"A":[141],"statistically":[142],"significant":[143],"gender":[144],"difference":[145],"self-rated":[147],"identified":[151],"(p":[152],"=":[153,163],"0.02).":[154],"The":[155,177,190,207],"CUQ-IT":[156,208],"demonstrated":[157],"high":[158],"internal":[159],"(Cronbach\u2019s":[161],"\u03b1":[162],"0.881)":[164],"robust":[166],"performance":[167],"across":[168],"three":[169],"domains:":[170],"Personality,":[171],"Response":[172],"Handling,":[173],"Navigation":[175],"Ease.":[176],"workshop-developed":[178],"chatbot,":[179],"VaxSense,":[180],"achieved":[181],"good":[183],"overall":[184],"score":[186],"66.60\u00b115.29/100).":[188],"Conclusions":[189],"findings":[191],"highlight":[192],"an":[193],"\u201cattitude-practice":[194],"gap\u201d":[195],"where":[196],"are":[198],"conceptually":[199],"ready":[200],"lack":[204],"operational":[205],"know-how.":[206],"provides":[209],"standardized":[211],"tool":[212],"chatbot":[214],"settings.":[218],"Furthermore,":[219],"observed":[220],"disparities":[221],"readiness":[224],"underscore":[225],"need":[227],"inclusive,":[229],"hands-on":[230],"that":[233],"bridge":[234],"theoretical":[235],"foundations":[236],"practical":[238],"application":[239],"ensure":[241],"safe":[243],"equitable":[245],"implementation":[246],"generative":[248],"health.":[252]},"counts_by_year":[],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2026-10-27T00:00:00"}
