{"id":"https://openalex.org/W2946800637","doi":"https://doi.org/10.1093/jamia/ocz056","title":"Mapping gender transition sentiment patterns via social media data: toward decreasing transgender mental health disparities","display_name":"Mapping gender transition sentiment patterns via social media data: toward decreasing transgender mental health disparities","publication_year":2019,"publication_date":"2019-04-11","ids":{"openalex":"https://openalex.org/W2946800637","doi":"https://doi.org/10.1093/jamia/ocz056","mag":"2946800637","pmid":"https://pubmed.ncbi.nlm.nih.gov/31120498"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocz056","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocz056","pdf_url":"https://academic.oup.com/jamia/article-pdf/26/8-9/749/29170169/ocz056.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jamia/article-pdf/26/8-9/749/29170169/ocz056.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053477112","display_name":"Oliver L. Haimson","orcid":"https://orcid.org/0000-0001-6552-4540"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Oliver L Haimson","raw_affiliation_strings":["School of Information, University of Michigan, Ann Arbor, Michigan, USA"],"affiliations":[{"raw_affiliation_string":"School of Information, University of Michigan, Ann Arbor, Michigan, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5053477112"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":6.4958,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.96473653,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"26","issue":"8-9","first_page":"749","last_page":"758"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10156","display_name":"LGBTQ Health, Identity, and Policy","score":0.9994000196456909,"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":0.9994000196456909,"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/T12488","display_name":"Mental Health via Writing","score":0.9909999966621399,"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/T12335","display_name":"Sexuality, Behavior, and Technology","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/transgender","display_name":"Transgender","score":0.903974175453186},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6333192586898804},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.592807948589325},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.573614239692688},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5381197929382324},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.504581093788147},{"id":"https://openalex.org/keywords/transition","display_name":"Transition (genetics)","score":0.49114367365837097},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.4334530532360077},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3417358994483948},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30847781896591187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.17606303095817566},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.17356228828430176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08196938037872314},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07629132270812988}],"concepts":[{"id":"https://openalex.org/C2779671885","wikidata":"https://www.wikidata.org/wiki/Q189125","display_name":"Transgender","level":2,"score":0.903974175453186},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6333192586898804},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.592807948589325},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.573614239692688},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5381197929382324},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.504581093788147},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.49114367365837097},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.4334530532360077},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3417358994483948},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30847781896591187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.17606303095817566},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.17356228828430176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08196938037872314},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07629132270812988},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"D006801","descriptor_name":"Humans","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":"D008297","descriptor_name":"Male","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":"D008603","descriptor_name":"Mental Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008603","descriptor_name":"Mental Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008603","descriptor_name":"Mental Health","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012650","descriptor_name":"Self Disclosure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012650","descriptor_name":"Self Disclosure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012650","descriptor_name":"Self Disclosure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012944","descriptor_name":"Social Support","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012944","descriptor_name":"Social Support","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012944","descriptor_name":"Social Support","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054624","descriptor_name":"Health Status Disparities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D054624","descriptor_name":"Health Status Disparities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D054624","descriptor_name":"Health Status Disparities","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057218","descriptor_name":"Blogging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057218","descriptor_name":"Blogging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057218","descriptor_name":"Blogging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063106","descriptor_name":"Transgender Persons","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D063106","descriptor_name":"Transgender Persons","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D063106","descriptor_name":"Transgender Persons","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1093/jamia/ocz056","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocz056","pdf_url":"https://academic.oup.com/jamia/article-pdf/26/8-9/749/29170169/ocz056.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:31120498","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31120498","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,"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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:deepblue.lib.umich.edu:2027.42/154052","is_oa":true,"landing_page_url":"https://hdl.handle.net/2027.42/154052","pdf_url":"https://hdl.handle.net/2027.42/154052","source":{"id":"https://openalex.org/S4306400393","display_name":"Deep Blue (University of Michigan)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I27837315","host_organization_name":"University of Michigan","host_organization_lineage":["https://openalex.org/I27837315"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:europepmc.org:5651287","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6696505","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/jamia/ocz056","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocz056","pdf_url":"https://academic.oup.com/jamia/article-pdf/26/8-9/749/29170169/ocz056.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/5"}],"awards":[{"id":"https://openalex.org/G387267436","display_name":null,"funder_award_id":"DGE-1321846","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G455427273","display_name":null,"funder_award_id":"1321846","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6894402473","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","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/F4320332688","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2946800637.pdf","grobid_xml":"https://content.openalex.org/works/W2946800637.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W1246531186","https://openalex.org/W1484610481","https://openalex.org/W1485687150","https://openalex.org/W1532325895","https://openalex.org/W1534013015","https://openalex.org/W1594796253","https://openalex.org/W1838363598","https://openalex.org/W2009398099","https://openalex.org/W2009930808","https://openalex.org/W2021941513","https://openalex.org/W2023729554","https://openalex.org/W2035772608","https://openalex.org/W2036436550","https://openalex.org/W2052133780","https://openalex.org/W2052916989","https://openalex.org/W2060134478","https://openalex.org/W2070953866","https://openalex.org/W2072644219","https://openalex.org/W2084967079","https://openalex.org/W2100772444","https://openalex.org/W2101234009","https://openalex.org/W2102793746","https://openalex.org/W2106686523","https://openalex.org/W2112524629","https://openalex.org/W2116810060","https://openalex.org/W2121013564","https://openalex.org/W2122274178","https://openalex.org/W2124056006","https://openalex.org/W2126500007","https://openalex.org/W2139006013","https://openalex.org/W2140910804","https://openalex.org/W2149689412","https://openalex.org/W2152412153","https://openalex.org/W2153054064","https://openalex.org/W2171513312","https://openalex.org/W2185843097","https://openalex.org/W2187885003","https://openalex.org/W2262972580","https://openalex.org/W2276777453","https://openalex.org/W2318177933","https://openalex.org/W2405042511","https://openalex.org/W2489066848","https://openalex.org/W2556693858","https://openalex.org/W2582301387","https://openalex.org/W2596823239","https://openalex.org/W2773170638","https://openalex.org/W2788884986","https://openalex.org/W2795764450","https://openalex.org/W2805799045","https://openalex.org/W2811157820","https://openalex.org/W2899321560","https://openalex.org/W2901632196","https://openalex.org/W2906349933","https://openalex.org/W2913344662","https://openalex.org/W2914783728","https://openalex.org/W2915177913","https://openalex.org/W2953500363","https://openalex.org/W2955544818","https://openalex.org/W4213009331","https://openalex.org/W4239301040","https://openalex.org/W4253025901","https://openalex.org/W4253139217","https://openalex.org/W4285719527","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W3089396779","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W3206807531","https://openalex.org/W2596247554","https://openalex.org/W3014514787","https://openalex.org/W4301373556","https://openalex.org/W338913515","https://openalex.org/W2903083518"],"abstract_inverted_index":{"With":[0],"foreknowledge":[1],"of":[2],"sentiment":[3,41],"patterns":[4],"likely":[5],"to":[6],"occur":[7],"during":[8,54],"gender":[9,27],"transition,":[10],"transgender":[11,39],"people":[12],"and":[13],"their":[14],"mental":[15,47],"healthcare":[16],"professionals":[17],"can":[18,44],"prepare":[19],"with":[20],"proper":[21],"support":[22],"in":[23],"place":[24],"throughout":[25],"the":[26],"transition":[28],"process.":[29],"Social":[30],"media":[31],"are":[32],"a":[33,55],"novel":[34],"data":[35],"source":[36],"for":[37,50],"understanding":[38],"people's":[40],"patterns,":[42],"which":[43],"help":[45],"reduce":[46],"health":[48],"disparities":[49],"this":[51],"marginalized":[52],"population":[53],"particularly":[56],"difficult":[57],"time.":[58]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
