{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,10]],"date-time":"2026-10-10T09:20:37Z","timestamp":1791624037642,"version":"4.3.4"},"reference-count":35,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,1]],"date-time":"2025-09-01T00:00:00Z","timestamp":1756684800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100007046","name":"Wuhan University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100007046","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of Affective Disorders"],"published-print":{"date-parts":[[2025,9]]},"DOI":"10.1016\/j.jad.2025.119385","type":"journal-article","created":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T15:38:34Z","timestamp":1747150714000},"page":"119385","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":5,"special_numbering":"C","title":["Identifying possible influence factors for depression through social media"],"prefix":"10.1016","volume":"385","author":[{"given":"Ruijuan","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ziqing","family":"Ji","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yining","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hengchang","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaohui","family":"Liang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.jad.2025.119385_bb0005","doi-asserted-by":"crossref","first-page":"104","DOI":"10.11606\/s1518-8787.2020054002120","article-title":"Classifica\u00e7\u00e3o Internacional das Doen\u00e7as-11a revis\u00e3o: da concep\u00e7\u00e3o \u00e0 implementa\u00e7\u00e3o","volume":"54","author":"Almeida","year":"2020","journal-title":"Rev. Saude Publica"},{"key":"10.1016\/j.jad.2025.119385_bb0010","series-title":"Diagnostic and statistical manual of mental disorders","author":"American Psychiatric Association","year":"2013"},{"key":"10.1016\/j.jad.2025.119385_bb0015","series-title":"Abnormal psychology: an integrative approach","author":"Barlow","year":"2012"},{"issue":"1","key":"10.1016\/j.jad.2025.119385_bb0020","doi-asserted-by":"crossref","DOI":"10.1016\/j.heliyon.2023.e23784","article-title":"Sentiment analysis of financial Twitter posts on Twitter with the machine learning classifiers","volume":"10","author":"Cam","year":"2024","journal-title":"Heliyon"},{"issue":"10","key":"10.1016\/j.jad.2025.119385_bb0025","article-title":"Romantic relationship quality during the COVID-19 pandemic: the longitudinal associations with relationship loneliness and depression","volume":"17","author":"Charvat","year":"2023","journal-title":"Soc. Personal. Psychol."},{"key":"10.1016\/j.jad.2025.119385_bb0030","first-page":"194","article-title":"Interpersonal trauma and risk of depression among adolescents: the mediating and moderating effect of interpersonal relationship and physical exercise","volume":"11","author":"Chen","year":"2020","journal-title":"Front. Psychol."},{"issue":"17","key":"10.1016\/j.jad.2025.119385_bb0035","doi-asserted-by":"crossref","first-page":"6042","DOI":"10.3390\/ijerph17176042","article-title":"Family and school context: effects on the mental health of Brazilian students","volume":"17","author":"Escobar","year":"2020","journal-title":"Int. J. Environ. Res. Public Health"},{"key":"10.1016\/j.jad.2025.119385_bb0040","doi-asserted-by":"crossref","first-page":"1023010","DOI":"10.3389\/fpubh.2022.1023010","article-title":"Machine learning models for predicting risk of depression in Korean college students: identifying family and individual factors","volume":"10","author":"Gil","year":"2022","journal-title":"Front. Public Health"},{"key":"10.1016\/j.jad.2025.119385_bb0045","first-page":"82","article-title":"Llms accelerate annotation for medical information extraction","volume":"225","author":"Goel","year":"2023","journal-title":"Mach. Learn. Health"},{"key":"10.1016\/j.jad.2025.119385_bb0050","article-title":"Mending a broken heart: a single case study on cognitive behavioural therapy for depression after romantic relationship break-up","volume":"13","author":"Gozan","year":"2020","journal-title":"Cogn. Behav. Ther."},{"key":"10.1016\/j.jad.2025.119385_bb0055","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1146\/annurev-clinpsy-050817-084811","article-title":"Risk factors for depression: an autobiographical review","volume":"14","author":"Hammen","year":"2018","journal-title":"Annu. Rev. Clin. Psychol."},{"key":"10.1016\/j.jad.2025.119385_bb0060","series-title":"In 2021 International Conference on Public Relations and Social Sciences (ICPRSS 2021), 1137\u20131143","article-title":"The secrets of \u201ctree hole\u201d: Analysis of online interpersonal interaction based on@ tree hole account in Weibo","author":"Hu","year":"2021"},{"key":"10.1016\/j.jad.2025.119385_bb0065","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1146\/annurev-clinpsy-032210-104540","article-title":"Personality and depression: explanatory models and review of the evidence","volume":"7","author":"Klein","year":"2011","journal-title":"Annu. Rev. Clin. Psychol."},{"issue":"4","key":"10.1016\/j.jad.2025.119385_bb0070","doi-asserted-by":"crossref","DOI":"10.2196\/mental.8141","article-title":"# my depression looks like: examining public discourse about depression on Twitter","volume":"4","author":"Lachmar","year":"2017","journal-title":"Jmir Ment. Health"},{"issue":"1","key":"10.1016\/j.jad.2025.119385_bb0075","doi-asserted-by":"crossref","first-page":"14","DOI":"10.3390\/bs13010014","article-title":"Previous school bullying-associated depression in Chinese college students: the mediation of personality","volume":"13","author":"Li","year":"2022","journal-title":"Behav. Sci.-Basel"},{"key":"10.1016\/j.jad.2025.119385_bb0080","series-title":"In 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","first-page":"1","article-title":"SiaKey: a method for improving few-shot learning with clinical domain information","author":"Li","year":"2023"},{"issue":"6","key":"10.1016\/j.jad.2025.119385_bb0085","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0303770","article-title":"How big five personality traits influence information sharing on social media: a meta-analysis","volume":"19","author":"Lin","year":"2024","journal-title":"PLoS One"},{"key":"10.1016\/j.jad.2025.119385_bb0090","doi-asserted-by":"crossref","first-page":"104724","DOI":"10.1016\/j.ijmedinf.2022.104724","article-title":"Deep learning - based detection of psychiatric attributes from German mental health records","volume":"161","author":"Madan","year":"2022","journal-title":"Int. J. Med. Inform."},{"key":"10.1016\/j.jad.2025.119385_bb0095","article-title":"The major risk factor for depression in the Chinese middle-aged and elderly population: a cross-sectional study","volume":"13","author":"Ni","year":"2022","journal-title":"Front. Psychol."},{"key":"10.1016\/j.jad.2025.119385_bb0100","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1016\/j.jad.2015.09.020","article-title":"Personality and social support as predictors of first and recurrent episodes of depression","volume":"190","author":"Noteboom","year":"2016","journal-title":"J. Affect. Disord."},{"issue":"1","key":"10.1016\/j.jad.2025.119385_bb0105","doi-asserted-by":"crossref","first-page":"529","DOI":"10.1017\/S0954579424000130","article-title":"Neuroticism and extraversion as predictors of first-lifetime onsets of depression, anxiety, and suicidality in high-risk adolescents","volume":"37","author":"Pawlak","year":"2025","journal-title":"Dev. Psychopathol."},{"key":"10.1016\/j.jad.2025.119385_bb0110","doi-asserted-by":"crossref","first-page":"261","DOI":"10.2147\/PRBM.S396301","article-title":"The relationship between college students' interpersonal relationship and mental health: multiple mediating effect of safety awareness and college planning","volume":"16","author":"Sun","year":"2023","journal-title":"Psychol. Res. Behav. Manag."},{"issue":"3","key":"10.1016\/j.jad.2025.119385_bb0115","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3386252","article-title":"Generalizing from a few examples: a survey on few-shot learning","volume":"53","author":"Wang","year":"2020","journal-title":"ACM Comput. Surv."},{"issue":"6","key":"10.1016\/j.jad.2025.119385_bb0120","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1093\/jpepsy\/jsaa028","article-title":"Chronic illness and internalizing symptomatology in a transdiagnostic clinical sample of youth","volume":"45","author":"Wolock","year":"2020","journal-title":"J. Pediatr. Psychol."},{"key":"10.1016\/j.jad.2025.119385_bb0125","author":"World Health Organization"},{"key":"10.1016\/j.jad.2025.119385_bb0130","series-title":"International Conference on Medical Image Computing and Computer-Assisted Intervention","first-page":"244","article-title":"Self-learning and one-shot learning based single-slice annotation for 3d medical image segmentation","author":"Wu","year":"2022"},{"key":"10.1016\/j.jad.2025.119385_bb0135","doi-asserted-by":"crossref","first-page":"13478","DOI":"10.1109\/ACCESS.2017.2719018","article-title":"Personality recognition on social media with label distribution learning","volume":"5","author":"Xue","year":"2017","journal-title":"IEEE Access"},{"issue":"24","key":"10.1016\/j.jad.2025.119385_bb0140","doi-asserted-by":"crossref","first-page":"16468","DOI":"10.3390\/ijerph192416468","article-title":"The Big Five personality traits as predictors of negative emotional states in university students in Taiwan","volume":"19","author":"Yang","year":"2022","journal-title":"Int. J. Environ. Res. Public Health"},{"issue":"6","key":"10.1016\/j.jad.2025.119385_bb0145","doi-asserted-by":"crossref","DOI":"10.1016\/j.ipm.2021.102681","article-title":"Fine-grained depression analysis based on Chinese micro-blog reviews","volume":"58","author":"Yang","year":"2021","journal-title":"Inf. Process. Manag."},{"issue":"1","key":"10.1016\/j.jad.2025.119385_bb0150","doi-asserted-by":"crossref","first-page":"52","DOI":"10.3390\/bs14010052","article-title":"Effects of impulsivity and interpersonal problems on adolescent depression: a cross-lagged study","volume":"14","author":"Yang","year":"2024","journal-title":"Behav, Sci.-Basel"},{"issue":"8","key":"10.1016\/j.jad.2025.119385_bb0155","doi-asserted-by":"crossref","first-page":"664","DOI":"10.3390\/bs14080664","article-title":"Family functioning and adolescent mental health: the mediating role of bullying victimization and resilience","volume":"14","author":"Zhang","year":"2024","journal-title":"Behav. Sci.-Basel"},{"issue":"23","key":"10.1016\/j.jad.2025.119385_bb0160","doi-asserted-by":"crossref","first-page":"16103","DOI":"10.3390\/ijerph192316103","article-title":"Key predictive factors in the mental health of Chinese university students at home and abroad","volume":"19","author":"Zhao","year":"2022","journal-title":"Int. J. Environ. Res. Public Health"},{"issue":"6","key":"10.1016\/j.jad.2025.119385_bb0165","doi-asserted-by":"crossref","first-page":"e5482","DOI":"10.1111\/hsc.13972","article-title":"Gender and age differences in the associations between personality traits and depressive symptoms among Chinese adults: based on China family panel study","volume":"30","author":"Zhao","year":"2022","journal-title":"Health Soc. Care Commun."},{"key":"10.1016\/j.jad.2025.119385_bb0170","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1016\/j.jad.2022.11.028","article-title":"Psychosocial factors associated with anxious depression","volume":"322","author":"Zhou","year":"2023","journal-title":"J. Affect. Disord."},{"issue":"2","key":"10.1016\/j.jad.2025.119385_bb0175","doi-asserted-by":"crossref","DOI":"10.1016\/j.heliyon.2020.e03368","article-title":"Depression and disclosure behavior via social media: a study of university students in China","volume":"6","author":"Zou","year":"2020","journal-title":"Heliyon"}],"container-title":["Journal of Affective Disorders"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165032725008110?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0165032725008110?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,5]],"date-time":"2025-06-05T05:03:02Z","timestamp":1749099782000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0165032725008110"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9]]},"references-count":35,"alternative-id":["S0165032725008110"],"URL":"https:\/\/doi.org\/10.1016\/j.jad.2025.119385","relation":{},"ISSN":["0165-0327"],"issn-type":[{"value":"0165-0327","type":"print"}],"subject":[],"published":{"date-parts":[[2025,9]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Identifying possible influence factors for depression through social media","name":"articletitle","label":"Article Title"},{"value":"Journal of Affective Disorders","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jad.2025.119385","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"119385"}}