{"id":"https://openalex.org/W4416721816","doi":"https://doi.org/10.3389/fdgth.2025.1648671","title":"Dissecting the difference between positive and negative brain health sentiment using X data","display_name":"Dissecting the difference between positive and negative brain health sentiment using X data","publication_year":2025,"publication_date":"2025-11-26","ids":{"openalex":"https://openalex.org/W4416721816","doi":"https://doi.org/10.3389/fdgth.2025.1648671","pmid":"https://pubmed.ncbi.nlm.nih.gov/41383384"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2025.1648671","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1648671","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1648671/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1648671/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020281900","display_name":"Piotr Religa","orcid":"https://orcid.org/0000-0002-3884-2954"},"institutions":[{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Piotr Religa","raw_affiliation_strings":["Department of Medicine, Karolinska Institute, Solna, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Karolinska Institute, Solna, Sweden","institution_ids":["https://openalex.org/I28166907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084698088","display_name":"Michel\u2010Edwar Mickael","orcid":"https://orcid.org/0000-0002-4186-4900"},"institutions":[{"id":"https://openalex.org/I4210085900","display_name":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences","ror":"https://ror.org/0038zp908","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Michel-Edwar Mickael","raw_affiliation_strings":["Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland","institution_ids":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057682459","display_name":"Marzena \u0141azarczyk","orcid":"https://orcid.org/0000-0002-1938-8143"},"institutions":[{"id":"https://openalex.org/I4210085900","display_name":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences","ror":"https://ror.org/0038zp908","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marzena \u0141azarczyk","raw_affiliation_strings":["Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland","institution_ids":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066384274","display_name":"Norwin Kubick","orcid":"https://orcid.org/0000-0001-8958-0352"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Norwin Kubick","raw_affiliation_strings":["Department of Biology, Institute of Plant Science and Microbiology, University of Hamburg, Hamburg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Biology, Institute of Plant Science and Microbiology, University of Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091707263","display_name":"Ibrahim F. Rehan","orcid":"https://orcid.org/0000-0002-5632-0199"},"institutions":[{"id":"https://openalex.org/I4210085900","display_name":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences","ror":"https://ror.org/0038zp908","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Ibrahim F. Rehan","raw_affiliation_strings":["Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland","institution_ids":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106072094","display_name":"Jaros\u0142aw Olav Horba\u0144czuk","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085900","display_name":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences","ror":"https://ror.org/0038zp908","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jaros\u0142aw Olav Horba\u0144czuk","raw_affiliation_strings":["Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland","institution_ids":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120667529","display_name":"Asmaa Elnagar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085900","display_name":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences","ror":"https://ror.org/0038zp908","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Asmaa Elnagar","raw_affiliation_strings":["Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland","institution_ids":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087998951","display_name":"Mariusz Sacharczuk","orcid":"https://orcid.org/0000-0002-6309-5292"},"institutions":[{"id":"https://openalex.org/I4210085900","display_name":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences","ror":"https://ror.org/0038zp908","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mariusz Sacharczuk","raw_affiliation_strings":["Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland"],"affiliations":[{"raw_affiliation_string":"Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences, Jastrzebiec Magdalenka, Poland","institution_ids":["https://openalex.org/I4210085900","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061155886","display_name":"Atanas G. Atanasov","orcid":"https://orcid.org/0000-0003-2545-0967"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]},{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT","DE","SE"],"is_corresponding":true,"raw_author_name":"Atanas G. Atanasov","raw_affiliation_strings":["Department of Biology, Institute of Plant Science and Microbiology, University of Hamburg, Hamburg, Germany","Department of Medicine, Karolinska Institute, Solna, Sweden","Ludwig Boltzmann Institute of Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Biology, Institute of Plant Science and Microbiology, University of Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]},{"raw_affiliation_string":"Department of Medicine, Karolinska Institute, Solna, Sweden","institution_ids":["https://openalex.org/I28166907"]},{"raw_affiliation_string":"Ludwig Boltzmann Institute of Digital Health and Patient Safety, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5020281900","https://openalex.org/A5061155886","https://openalex.org/A5084698088"],"corresponding_institution_ids":["https://openalex.org/I159176309","https://openalex.org/I28166907","https://openalex.org/I4210085900","https://openalex.org/I76134821","https://openalex.org/I99542240"],"apc_list":{"value":1900,"currency":"USD","value_usd":1900},"apc_paid":{"value":1900,"currency":"USD","value_usd":1900},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54502648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1648671","last_page":"1648671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.22930000722408295,"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"}},"topics":[{"id":"https://openalex.org/T10737","display_name":"Health Literacy and Information Accessibility","score":0.22930000722408295,"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/T12027","display_name":"Social Media in Health Education","score":0.17679999768733978,"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"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.1762000024318695,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.2856000065803528},{"id":"https://openalex.org/keywords/brain-activity-and-meditation","display_name":"Brain activity and meditation","score":0.2678000032901764},{"id":"https://openalex.org/keywords/brain-mapping","display_name":"Brain mapping","score":0.24250000715255737},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.23100000619888306}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.38960000872612},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37709999084472656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3571000099182129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3467000126838684},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.2856000065803528},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.2678000032901764},{"id":"https://openalex.org/C50231774","wikidata":"https://www.wikidata.org/wiki/Q639842","display_name":"Brain mapping","level":2,"score":0.24250000715255737},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.23360000550746918},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.23100000619888306},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.23010000586509705}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdgth.2025.1648671","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1648671","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1648671/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},{"id":"pmid:41383384","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41383384","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":"Frontiers in digital health","raw_type":null},{"id":"pmh:oai:doaj.org/article:92325a62509a410da3539ee25eb84d8c","is_oa":true,"landing_page_url":"https://doaj.org/article/92325a62509a410da3539ee25eb84d8c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Digital Health, Vol 7 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12690490","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12690490/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Digit Health","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2025.1648671","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1648671","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1648671/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416721816.pdf","grobid_xml":"https://content.openalex.org/works/W4416721816.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W854920577","https://openalex.org/W1522024619","https://openalex.org/W1981440122","https://openalex.org/W1983786736","https://openalex.org/W2014631630","https://openalex.org/W2023525898","https://openalex.org/W2025603971","https://openalex.org/W2080507211","https://openalex.org/W2091010623","https://openalex.org/W2130334793","https://openalex.org/W2149178624","https://openalex.org/W2180982102","https://openalex.org/W2894002084","https://openalex.org/W2900936184","https://openalex.org/W2912056231","https://openalex.org/W2946793373","https://openalex.org/W2982280746","https://openalex.org/W3040837851","https://openalex.org/W3040884840","https://openalex.org/W3045704168","https://openalex.org/W3092648297","https://openalex.org/W3118388022","https://openalex.org/W3118744915","https://openalex.org/W3138487940","https://openalex.org/W3155976349","https://openalex.org/W3166839062","https://openalex.org/W3176456153","https://openalex.org/W3208170156","https://openalex.org/W3209266350","https://openalex.org/W4200563494","https://openalex.org/W4205519357","https://openalex.org/W4224214886","https://openalex.org/W4231510805","https://openalex.org/W4235073904","https://openalex.org/W4294839358","https://openalex.org/W4315650183","https://openalex.org/W4324030804","https://openalex.org/W4353016830","https://openalex.org/W4388282839","https://openalex.org/W4389095003","https://openalex.org/W4390740660","https://openalex.org/W4392603131","https://openalex.org/W4399979027","https://openalex.org/W4400371109","https://openalex.org/W4407389915"],"related_works":[],"abstract_inverted_index":{"Overall,":[0],"the":[1,4,18],"study":[2],"profiles":[3],"use":[5],"of":[6,13,22],"positive":[7],"and":[8,20],"negative":[9],"brain":[10,32],"health":[11],"sentiment":[12],"X,":[14],"which":[15],"underscores":[16],"both":[17],"advantages":[19],"risks":[21],"using":[23],"X":[24],"(formerly":[25],"Twitter)":[26],"as":[27],"a":[28],"platform":[29],"for":[30],"sharing":[31],"health-related":[33],"information.":[34]},"counts_by_year":[],"updated_date":"2026-03-10T14:07:55.174380","created_date":"2025-11-27T00:00:00"}