{"id":"https://openalex.org/W4400745720","doi":"https://doi.org/10.2196/59193","title":"Mpox Discourse on Twitter by Sexual Minority Men and Gender-Diverse Individuals: Infodemiological Study Using BERTopic","display_name":"Mpox Discourse on Twitter by Sexual Minority Men and Gender-Diverse Individuals: Infodemiological Study Using BERTopic","publication_year":2024,"publication_date":"2024-07-17","ids":{"openalex":"https://openalex.org/W4400745720","doi":"https://doi.org/10.2196/59193","pmid":"https://pubmed.ncbi.nlm.nih.gov/39137013","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11350314"},"language":"en","primary_location":{"id":"doi:10.2196/59193","doi":"https://doi.org/10.2196/59193","is_oa":true,"landing_page_url":"https://doi.org/10.2196/59193","pdf_url":null,"source":{"id":"https://openalex.org/S2764507669","display_name":"JMIR Public Health and Surveillance","issn_l":"2369-2960","issn":["2369-2960"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320608","host_organization_name":"JMIR Publications","host_organization_lineage":["https://openalex.org/P4310320608"],"host_organization_lineage_names":["JMIR Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Public Health and Surveillance","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.2196/59193","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043560852","display_name":"Yunwen Wang","orcid":"https://orcid.org/0000-0002-3197-1366","observed_orcids":["https://orcid.org/0000-0002-3197-1366"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]},{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunwen Wang","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States","William Allen White School of Journalism and Mass Communications, University of Kansas, Lawrence, KS, United States"],"raw_orcid":"https://orcid.org/0000-0002-3197-1366","affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States","institution_ids":["https://openalex.org/I1282927834"]},{"raw_affiliation_string":"William Allen White School of Journalism and Mass Communications, University of Kansas, Lawrence, KS, United States","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025763545","display_name":"Karen O\u2019Connor","orcid":"https://orcid.org/0000-0001-7709-3813","observed_orcids":["https://orcid.org/0000-0001-7709-3813","https://orcid.org/0000-0001-8116-1911"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karen O\u2019Connor","raw_affiliation_strings":["Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States"],"raw_orcid":"https://orcid.org/0000-0001-7709-3813","affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030940674","display_name":"Ivan Flores","orcid":"https://orcid.org/0000-0002-1912-0112","observed_orcids":["https://orcid.org/0000-0002-1912-0112"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ivan Flores","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States"],"raw_orcid":"https://orcid.org/0000-0002-1912-0112","affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073377730","display_name":"Carl Thomas Berdahl","orcid":"https://orcid.org/0000-0002-4374-3280","observed_orcids":["https://orcid.org/0000-0002-4374-3280"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carl T Berdahl","raw_affiliation_strings":["Departments of Medicine and Emergency Medicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States"],"raw_orcid":"https://orcid.org/0000-0002-4374-3280","affiliations":[{"raw_affiliation_string":"Departments of Medicine and Emergency Medicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023718023","display_name":"Ryan J. Urbanowicz","orcid":"https://orcid.org/0000-0002-0487-5555","observed_orcids":["https://orcid.org/0000-0002-0487-5555"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan J Urbanowicz","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States"],"raw_orcid":"https://orcid.org/0000-0002-0487-5555","affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States","institution_ids":["https://openalex.org/I1282927834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025509036","display_name":"Robin C. Stevens","orcid":"https://orcid.org/0000-0002-0481-9983","observed_orcids":["https://orcid.org/0000-0002-0481-9983"]},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robin Stevens","raw_affiliation_strings":["Annenberg School for Communication and Journalism, University of Southern California, Los Angeles, CA, United States"],"raw_orcid":"https://orcid.org/0000-0002-0481-9983","affiliations":[{"raw_affiliation_string":"Annenberg School for Communication and Journalism, University of Southern California, Los Angeles, CA, United States","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068499035","display_name":"Jos\u00e9 A. Bauermeister","orcid":"https://orcid.org/0000-0002-9276-2306","observed_orcids":["https://orcid.org/0000-0002-9276-2306"]},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 A Bauermeister","raw_affiliation_strings":["Department of Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, PA, United States"],"raw_orcid":"https://orcid.org/0000-0002-9276-2306","affiliations":[{"raw_affiliation_string":"Department of Family and Community Health, School of Nursing, University of Pennsylvania, Philadelphia, PA, United States","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022014033","display_name":"Graciela Gonzalez\u2010Hernandez","orcid":"https://orcid.org/0000-0002-6416-9556","observed_orcids":["https://orcid.org/0000-0002-6416-9556"]},"institutions":[{"id":"https://openalex.org/I1282927834","display_name":"Cedars-Sinai Medical Center","ror":"https://ror.org/02pammg90","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1282927834"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Graciela Gonzalez-Hernandez","raw_affiliation_strings":["Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States"],"raw_orcid":"https://orcid.org/0000-0002-6416-9556","affiliations":[{"raw_affiliation_string":"Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States","institution_ids":["https://openalex.org/I1282927834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022014033"],"corresponding_institution_ids":["https://openalex.org/I1282927834"],"apc_list":{"value":2800,"currency":"USD","value_usd":2800},"apc_paid":{"value":2800,"currency":"USD","value_usd":2800},"fwci":4.7282,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94715038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"e59193","last_page":"e59193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10156","display_name":"LGBTQ Health, Identity, and Policy","score":0.6060000061988831,"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"}},"topics":[{"id":"https://openalex.org/T10156","display_name":"LGBTQ Health, Identity, and Policy","score":0.6060000061988831,"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/T10082","display_name":"HIV/AIDS Research and Interventions","score":0.09059999883174896,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T12027","display_name":"Social Media in Health Education","score":0.0763000026345253,"subfield":{"id":"https://openalex.org/subfields/3306","display_name":"Health"},"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/sexual-minority-men","display_name":"sexual minority men","score":0.8109999895095825},{"id":"https://openalex.org/keywords/gender-diverse-people","display_name":"gender-diverse people","score":0.9879999756813049},{"id":"https://openalex.org/keywords/twitter-discourse","display_name":"Twitter discourse","score":0.7770000100135803},{"id":"https://openalex.org/keywords/public-health-communication","display_name":"public health communication","score":0.7730000019073486},{"id":"https://openalex.org/keywords/mpox-vaccination","display_name":"mpox vaccination","score":0.7710000276565552},{"id":"https://openalex.org/keywords/health-activism","display_name":"health activism","score":0.718999981880188},{"id":"https://openalex.org/keywords/health-equity","display_name":"health equity","score":0.5989999771118164},{"id":"https://openalex.org/keywords/health-information-on-social-media","display_name":"social media health information","score":0.3580000102519989},{"id":"https://openalex.org/keywords/bertopic","display_name":"BERTopic","score":0.6499999761581421},{"id":"https://openalex.org/keywords/health-misinformation","display_name":"health misinformation","score":0.4000000059604645}],"concepts":[{"id":"https://openalex.org/C43169469","wikidata":"https://www.wikidata.org/wiki/Q580922","display_name":"Preprint","level":2,"score":0.9366165399551392},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5188813805580139},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3326054513454437},{"id":"https://openalex.org/C107993555","wikidata":"https://www.wikidata.org/wiki/Q1662673","display_name":"Gender studies","level":1,"score":0.3245673179626465},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3060200810432434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.22439268231391907},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15832003951072693}],"mesh":[{"descriptor_ui":"D000072339","descriptor_name":"Sexual and Gender Minorities","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":true},{"descriptor_ui":"D000072339","descriptor_name":"Sexual and Gender Minorities","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D045908","descriptor_name":"Mpox, Monkeypox","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.2196/59193","doi":"https://doi.org/10.2196/59193","is_oa":true,"landing_page_url":"https://doi.org/10.2196/59193","pdf_url":null,"source":{"id":"https://openalex.org/S2764507669","display_name":"JMIR Public Health and Surveillance","issn_l":"2369-2960","issn":["2369-2960"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320608","host_organization_name":"JMIR Publications","host_organization_lineage":["https://openalex.org/P4310320608"],"host_organization_lineage_names":["JMIR Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Public Health and Surveillance","raw_type":"journal-article"},{"id":"doi:10.2196/preprints.59193","doi":"https://doi.org/10.2196/preprints.59193","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2196/preprints.59193","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:11350314","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11350314","pdf_url":"https://arxiv.org/pdf/2203.05794.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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Public Health Surveill","raw_type":"Text"},{"id":"pmid:39137013","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39137013","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":"JMIR public health and surveillance","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:d3792a4a47404cdc82b1c9b93d922b90","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/d3792a4a47404cdc82b1c9b93d922b90","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"JMIR Public Health and Surveillance, Vol 10, p e59193 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2196/59193","doi":"https://doi.org/10.2196/59193","is_oa":true,"landing_page_url":"https://doi.org/10.2196/59193","pdf_url":null,"source":{"id":"https://openalex.org/S2764507669","display_name":"JMIR Public Health and Surveillance","issn_l":"2369-2960","issn":["2369-2960"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320608","host_organization_name":"JMIR Publications","host_organization_lineage":["https://openalex.org/P4310320608"],"host_organization_lineage_names":["JMIR Publications"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"JMIR Public Health and Surveillance","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9476000070571899,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"},{"score":0.7390999794006348,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G6149225967","display_name":"Social Media Mining for Pharmacovigilance","funder_award_id":"R01LM011176","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"}],"funders":[{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W151377110","https://openalex.org/W1444168786","https://openalex.org/W1837016913","https://openalex.org/W2006846910","https://openalex.org/W2017999297","https://openalex.org/W2107258061","https://openalex.org/W2151373442","https://openalex.org/W2737585591","https://openalex.org/W2889326414","https://openalex.org/W3000366261","https://openalex.org/W3018948354","https://openalex.org/W3037342697","https://openalex.org/W3157411108","https://openalex.org/W4225832833","https://openalex.org/W4229011615","https://openalex.org/W4281736096","https://openalex.org/W4281768662","https://openalex.org/W4285386970","https://openalex.org/W4306728660","https://openalex.org/W4353015003","https://openalex.org/W4361857034","https://openalex.org/W4379278640","https://openalex.org/W4384560274","https://openalex.org/W4385579788","https://openalex.org/W4391885025"],"related_works":["https://openalex.org/W4393120742","https://openalex.org/W4361857034","https://openalex.org/W4405016667","https://openalex.org/W4386996800","https://openalex.org/W4399537677","https://openalex.org/W4307568690","https://openalex.org/W4385800404","https://openalex.org/W4327723529","https://openalex.org/W4376133507","https://openalex.org/W4414625795"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1],"mpox":[2,46,69,114,220,225,243,253,277,316,326,400],"outbreak":[3],"resulted":[4],"in":[5,11,108,146,175,193,278,348,364],"32,063":[6],"cases":[7,17],"and":[8,15,33,55,61,80,100,119,131,143,166,168,205,229,236,242,276,298,325,328,338,432,442],"58":[9],"deaths":[10],"the":[12,27,49,65,74,147,157,160,173,183,186,196,263,266,292,299,306,365,388,399,403,414,428],"United":[13,148],"States":[14],"95,912":[16],"worldwide":[18],"from":[19],"May":[20],"2022":[21,133],"to":[22,26,92,102,115,195,386,426],"March":[23],"2024":[24],"according":[25],"US":[28,191,307,349],"Centers":[29],"for":[30,105,373,405],"Disease":[31],"Control":[32],"Prevention":[34],"(CDC).":[35],"Like":[36],"other":[37],"disease":[38],"outbreaks":[39],"(eg,":[40,320,440],"HIV)":[41],"with":[42,351,398],"perceived":[43],"community":[44],"associations,":[45],"can":[47],"create":[48],"risk":[50],"of":[51,73,76,95,172,185,198,265,295,367,390,417,430],"stigma,":[52],"exacerbate":[53],"homophobia,":[54,336],"potentially":[56],"hinder":[57],"health":[58,111,221,249,296,339,343,369,380,409,419,434],"care":[59],"access":[60],"social":[62,208,302,354,374,415],"equity.":[63],"However,":[64],"existing":[66],"literature":[67],"on":[68,139,156,182,262,315],"has":[70],"limited":[71],"representation":[72],"perspective":[75,389],"sexual":[77],"minority":[78],"men":[79],"gender-diverse":[81],"(SMMGD)":[82],"individuals.":[83],"OBJECTIVE:":[84],"To":[85],"fill":[86],"this":[87,89],"gap,":[88],"study":[90,394],"aimed":[91],"synthesize":[93],"themes":[94],"discussions":[96],"among":[97,312,361],"SMMGD":[98,103,142,313,362,396],"individuals":[99,314,363],"listen":[101],"voices":[104],"identifying":[106],"problems":[107],"current":[109],"public":[110,248,368,379,408],"communication":[112],"surrounding":[113],"improve":[116],"inclusivity,":[117],"equity,":[118],"justice.":[120],"METHODS:":[121],"We":[122,150],"analyzed":[123],"mpox-related":[124],"posts":[125],"(N=8688)":[126],"posted":[127],"between":[128,291],"October":[129],"2020":[130],"September":[132],"by":[134],"2326":[135],"users":[136],"who":[137],"self-identified":[138],"Twitter/X":[140],"as":[141,219],"were":[144],"geolocated":[145],"States.":[149],"applied":[151],"BERTopic":[152,212],"(a":[153],"topic-modeling":[154],"technique)":[155],"tweets,":[158],"validated":[159],"machine-generated":[161],"topics":[162],"through":[163],"human":[164],"labeling":[165],"annotations,":[167],"conducted":[169],"content":[170],"analysis":[171,179],"tweets":[174],"each":[176],"topic.":[177],"Geographic":[178],"was":[180],"performed":[181],"size":[184,294],"most":[187],"prominent":[188],"topic":[189,293],"across":[190],"states":[192,350],"relation":[194],"University":[197],"California,":[199],"Los":[200],"Angeles":[201],"(UCLA)":[202],"lesbian,":[203],"gay,":[204],"bisexual":[206],"(LGB)":[207],"climate":[209,303],"index.":[210],"RESULTS:":[211],"identified":[213],"11":[214],"topics,":[215],"which":[216],"annotators":[217],"labeled":[218],"activism":[222,297,344],"(n=2590,":[223],"29.81%),":[224],"vaccination":[226],"(n=2242,":[227],"25.81%),":[228],"adverse":[230],"events":[231],"(n=85,":[232],"0.98%);":[233],"sarcasm,":[234],"jokes,":[235],"emotional":[237],"expressions":[238],"(n=1220,":[239],"14.04%);":[240],"COVID-19":[241],"(n=636,":[244],"7.32%);":[245],"government":[246],"or":[247],"response":[250],"(n=532,":[251],"6.12%);":[252],"symptoms":[254],"(n=238,":[255],"2.74%);":[256],"case":[257,323],"reports":[258],"(n=192,":[259],"2.21%);":[260],"puns":[261],"naming":[264],"virus":[267],"(ie,":[268,331],"mpox;":[269],"n=75,":[270],"0.86%);":[271],"media":[272],"publicity":[273],"(n=59,":[274],"0.68%);":[275],"children":[279],"(n=58,":[280],"0.67%).":[281],"Spearman":[282],"rank":[283],"correlation":[284,288],"indicated":[285],"significant":[286],"negative":[287],"(\u03c1=-0.322,":[289],"P=.03)":[290],"UCLA":[300],"LGB":[301,353],"index":[304],"at":[305],"state":[308],"level.":[309],"CONCLUSIONS:":[310],"Discussions":[311],"encompass":[317],"both":[318],"utilitarian":[319],"vaccine":[321],"access,":[322],"reports,":[324],"symptoms)":[327],"emotionally":[329],"charged":[330],"promoting":[332],"awareness,":[333],"advocating":[334],"against":[335],"misinformation/disinformation,":[337],"stigma)":[340],"themes.":[341],"Mpox":[342],"is":[345],"more":[346,406],"prevalent":[347],"lower":[352],"acceptance,":[355],"suggesting":[356],"a":[357,383],"resilient":[358],"communicative":[359],"pattern":[360],"face":[366],"oppression.":[370],"Our":[371,421],"method":[372],"listening":[375],"could":[376,423],"facilitate":[377],"future":[378],"efforts,":[381],"providing":[382],"cost-effective":[384],"way":[385],"capture":[387],"impacted":[391],"populations.":[392],"This":[393],"illuminates":[395],"engagement":[397],"discourse,":[401],"underscoring":[402],"need":[404],"inclusive":[407],"programming.":[410],"Findings":[411],"also":[412],"highlight":[413],"impact":[416],"mpox:":[418],"stigma.":[420],"findings":[422],"inform":[424],"interventions":[425],"optimize":[427],"delivery":[429],"informational":[431],"tangible":[433],"resources":[435],"leveraging":[436],"computational":[437],"mixed-method":[438],"analyses":[439],"BERTopic)":[441],"big":[443],"data.":[444]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2024-07-18T00:00:00"}