{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,16]],"date-time":"2026-10-16T13:55:14Z","timestamp":1792158914323,"version":"4.4.0"},"reference-count":57,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T00:00:00Z","timestamp":1769644800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100008530","name":"European Regional Development Fund","doi-asserted-by":"publisher","award":["FPU22\/04382"],"award-info":[{"award-number":["FPU22\/04382"]}],"id":[{"id":"10.13039\/501100008530","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100023561","name":"Ministerio de Universidades","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100023561","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004587","name":"Carlos III Health Institute","doi-asserted-by":"publisher","award":["PI23\/00085"],"award-info":[{"award-number":["PI23\/00085"]}],"id":[{"id":"10.13039\/501100004587","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":["Child Abuse &amp; Neglect"],"published-print":{"date-parts":[[2026,3]]},"DOI":"10.1016\/j.chiabu.2026.107920","type":"journal-article","created":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T23:23:48Z","timestamp":1770420228000},"page":"107920","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Profiling reasons for non-attendance in psychological assessments in adolescent suicide at-risk group using natural language processing"],"prefix":"10.1016","volume":"173","author":[{"given":"Adriana","family":"Garc\u00eda-Ramos","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sandra","family":"Doval","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cecilia A.","family":"Essau","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ra\u00fal","family":"Lara-Cabrera","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wala","family":"Ayad-Ahmed","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alejandro","family":"de la Torre-Luque","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/j.chiabu.2026.107920_bb0005","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1037\/0033-3204.45.2.247","article-title":"Early withdrawal from mental health treatment: Implications for psychotherapy practice","volume":"45","author":"Barrett","year":"2008","journal-title":"Psychotherapy: Theory, Research, Practice, Training"},{"issue":"2","key":"10.1016\/j.chiabu.2026.107920_bb0010","doi-asserted-by":"crossref","DOI":"10.1016\/S0145-2134(02)00541-0","article-title":"Development and validation of a brief screening version of the Childhood Trauma Questionnaire","volume":"27","author":"Bernstein","year":"2003","journal-title":"Child Abuse and Neglect"},{"issue":"12","key":"10.1016\/j.chiabu.2026.107920_bb0015","doi-asserted-by":"crossref","DOI":"10.1016\/j.heliyon.2023.e22779","article-title":"Association between missed appointments and hospitalization for child physical abuse","volume":"9","author":"Callahan","year":"2023","journal-title":"Heliyon"},{"key":"10.1016\/j.chiabu.2026.107920_bb0020","first-page":"1176","article-title":"Caracter\u00edsticas familiares asociadas a violencia filio-parental en adolescentes","volume":"30","author":"Calvete","year":"2014"},{"issue":"6","key":"10.1016\/j.chiabu.2026.107920_bb0025","doi-asserted-by":"crossref","DOI":"10.1016\/j.adolescence.2013.08.017","article-title":"Brief report: The Adolescent Child-to-Parent Aggression Questionnaire: An examination of aggressions against parents in Spanish adolescents","volume":"36","author":"Calvete","year":"2013","journal-title":"Journal of Adolescence"},{"issue":"4","key":"10.1016\/j.chiabu.2026.107920_bb0030","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1192\/bjp.bp.115.170050","article-title":"Predicting suicide following self-harm: Systematic review of risk factors and risk scales","volume":"209","author":"Chan","year":"2016","journal-title":"The British Journal of Psychiatry"},{"issue":"1","key":"10.1016\/j.chiabu.2026.107920_bb0035","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1017\/S0033291714000129","article-title":"What is the impact of mental health-related stigma on help-seeking? A systematic review of quantitative and qualitative studies","volume":"45","author":"Clement","year":"2015","journal-title":"Psychological Medicine"},{"key":"10.1016\/j.chiabu.2026.107920_bb0040","doi-asserted-by":"crossref","DOI":"10.1177\/1178222618792860","article-title":"Natural language processing of social media as screening for suicide risk","volume":"10","author":"Coppersmith","year":"2018","journal-title":"Biomedical Informatics Insights"},{"issue":"2","key":"10.1016\/j.chiabu.2026.107920_bb0045","doi-asserted-by":"crossref","DOI":"10.1037\/0893-3200.20.2.239","article-title":"Blame, shame, and contamination: The impact of mental illness and drug dependence stigma on family members","volume":"20","author":"Corrigan","year":"2006","journal-title":"Journal of Family Psychology"},{"key":"10.1016\/j.chiabu.2026.107920_bb0050","series-title":"Designing and Conducting Mixed Methods Research (3rd ed.)","author":"Creswell","year":"2018"},{"issue":"7","key":"10.1016\/j.chiabu.2026.107920_bb0055","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1080\/07448481.2013.820731","article-title":"Self-reported barriers to professional help seeking among college students at elevated risk for suicide","volume":"61","author":"Czyz","year":"2013","journal-title":"Journal of American college health\u202f: J of ACH"},{"issue":"3","key":"10.1016\/j.chiabu.2026.107920_bb0065","doi-asserted-by":"crossref","first-page":"266","DOI":"10.1056\/NEJMra1902944","article-title":"Suicide","volume":"382","author":"Fazel","year":"2020","journal-title":"New England Journal of Medicine"},{"issue":"9","key":"10.1016\/j.chiabu.2026.107920_bb0070","doi-asserted-by":"crossref","DOI":"10.1177\/00048674231172116","article-title":"Secondary mental health service utilisation following emergency department contact for suicidal behaviour: A systematic review","volume":"57","author":"Feng","year":"2023","journal-title":"Australian and New Zealand Journal of Psychiatry"},{"issue":"6 Pt 2","key":"10.1016\/j.chiabu.2026.107920_bb0075","doi-asserted-by":"crossref","first-page":"2134","DOI":"10.1111\/1475-6773.12117","article-title":"Achieving integration in mixed methods designs-principles and practices","volume":"48","author":"Fetters","year":"2013","journal-title":"Health Services Research"},{"issue":"2","key":"10.1016\/j.chiabu.2026.107920_bb0080","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1037\/bul0000084","article-title":"Risk factors for suicidal thoughts and behaviors: A meta-analysis of 50 years of research","volume":"143","author":"Franklin","year":"2017","journal-title":"Psychological Bulletin"},{"issue":"5","key":"10.1016\/j.chiabu.2026.107920_bb0085","doi-asserted-by":"crossref","DOI":"10.1007\/s10488-010-0323-y","article-title":"Predictors of treatment attrition among an outpatient clinic sample of youths with clinically significant anxiety","volume":"38","author":"Gonzalez","year":"2011","journal-title":"Administration and Policy in Mental Health and Mental Health Services Research"},{"issue":"1","key":"10.1016\/j.chiabu.2026.107920_bb0090","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1007\/s00127-009-0168-4","article-title":"How the relationship of attitudes toward mental health treatment and service use differs by age, gender, ethnicity\/race and education","volume":"46","author":"Gonzalez","year":"2011","journal-title":"Social Psychiatry and Psychiatric Epidemiology"},{"issue":"11","key":"10.1016\/j.chiabu.2026.107920_bb0095","article-title":"Psychometric properties of the strengths and difficulties questionnaire","volume":"40","author":"Goodman","year":"2001","journal-title":"Journal of the American Academy of Child and Adolescent Psychiatry"},{"issue":"3","key":"10.1016\/j.chiabu.2026.107920_bb0100","first-page":"182","article-title":"Engaging families into child mental health treatment: Updates and special considerations","volume":"19","author":"Gopalan","year":"2010","journal-title":"Journal of the Canadian Academy of Child and Adolescent Psychiatry"},{"key":"10.1016\/j.chiabu.2026.107920_bb0105","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1186\/1471-244X-10-113","article-title":"Perceived barriers and facilitators to mental health help-seeking in young people: A systematic review","volume":"10","author":"Gulliver","year":"2010","journal-title":"BMC Psychiatry"},{"issue":"Issue 2","key":"10.1016\/j.chiabu.2026.107920_bb0110","article-title":"A review of parent participation engagement in child and family mental health treatment","volume":"18","author":"Haine-Schlagel","year":"2015","journal-title":"Clinical Child and Family Psychology Review"},{"issue":"7825","key":"10.1016\/j.chiabu.2026.107920_bb0115","doi-asserted-by":"crossref","DOI":"10.1038\/s41586-020-2649-2","article-title":"Array programming with NumPy","volume":"585","author":"Harris","year":"2020","journal-title":"Nature"},{"key":"10.1016\/j.chiabu.2026.107920_bb0120","series-title":"Substance abuse and mental health services administration","article-title":"An action plan for behavioral health workforce development: a framework for discussion","author":"Hoge","year":"2007"},{"key":"10.1016\/j.chiabu.2026.107920_bb0125","series-title":"SpaCy 2: Natural language understanding with Bloom embeddings, convolutional neural networks and incremental parsing","author":"Honnibal","year":"2017"},{"issue":"3","key":"10.1016\/j.chiabu.2026.107920_bb0130","doi-asserted-by":"crossref","first-page":"90","DOI":"10.1109\/MCSE.2007.55","article-title":"Matplotlib: A 2D graphics environment. Matplotlib: A 2D Graphics Environment","volume":"9","author":"Hunter","year":"2007","journal-title":"Computing in Science & Engineering"},{"issue":"12","key":"10.1016\/j.chiabu.2026.107920_bb0135","doi-asserted-by":"crossref","DOI":"10.3390\/ijerph16122215","article-title":"Adolescent-to-parent violence and family environment: The perceptions of same reality?","volume":"16","author":"Ibabe","year":"2019","journal-title":"International Journal of Environmental Research and Public Health"},{"issue":"5","key":"10.1016\/j.chiabu.2026.107920_bb0140","doi-asserted-by":"crossref","DOI":"10.1007\/s10826-009-9350-2","article-title":"Review of interventions to improve family engagement and retention in parent and child mental health programs","volume":"19","author":"Ingoldsby","year":"2010","journal-title":"Journal of Child and Family Studies"},{"issue":"7","key":"10.1016\/j.chiabu.2026.107920_bb0145","doi-asserted-by":"crossref","first-page":"14","DOI":"10.3102\/0013189X033007014","article-title":"Mixed methods research: A research paradigm whose time has come","volume":"33","author":"Johnson","year":"2004","journal-title":"Educational Researcher"},{"issue":"1","key":"10.1016\/j.chiabu.2026.107920_bb0150","doi-asserted-by":"crossref","DOI":"10.1186\/s12913-015-1243-z","article-title":"Prevalence, predictors and economic consequences of no-shows","volume":"16","author":"Kheirkhah","year":"2016","journal-title":"BMC Health Services Research"},{"issue":"1","key":"10.1016\/j.chiabu.2026.107920_bb0155","article-title":"Clinical routines and management of suspected child abuse or neglect in public dental service in Sweden","volume":"36","author":"Kvist","year":"2012","journal-title":"Swedish Dental Journal"},{"issue":"6","key":"10.1016\/j.chiabu.2026.107920_bb0160","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0156322","article-title":"Meta-analysis of longitudinal cohort studies of suicide risk assessment among psychiatric patients: Heterogeneity in results and lack of improvement over time","volume":"11","author":"Large","year":"2016","journal-title":"PLoS One"},{"issue":"7","key":"10.1016\/j.chiabu.2026.107920_bb0165","doi-asserted-by":"crossref","first-page":"718","DOI":"10.1001\/jamapsychiatry.2022.1256","article-title":"Prevalence and correlates of suicide and nonsuicidal self-injury in children: A systematic review and meta-analysis","volume":"79","author":"Liu","year":"2022","journal-title":"JAMA Psychiatry"},{"key":"10.1016\/j.chiabu.2026.107920_bb0170","series-title":"Proceedings of the 9th Python in Science Conference. Proceedings of the 9th Python in Science Conference","doi-asserted-by":"crossref","DOI":"10.25080\/Majora-92bf1922-00a","article-title":"Data structures for statistical computing in Python","author":"McKinney","year":"2010"},{"issue":"5","key":"10.1016\/j.chiabu.2026.107920_bb0175","doi-asserted-by":"crossref","first-page":"507","DOI":"10.1111\/j.1943-278X.2012.00108.x","article-title":"Help-seeking for suicidal thoughts and self-harm in young people: a systematic review","volume":"42","author":"Michelmore","year":"2012","journal-title":"Suicide & Life-Threatening Behavior"},{"key":"10.1016\/j.chiabu.2026.107920_bb0180","doi-asserted-by":"crossref","DOI":"10.1177\/2150132718811692","article-title":"Data analytics and modeling for appointment no-show in community health centers","volume":"9","author":"Mohammadi","year":"2018","journal-title":"Journal of Primary Care & Community Health"},{"key":"10.1016\/j.chiabu.2026.107920_bb0185","series-title":"word_cloud: A little word cloud generator in Python","author":"Mueller","year":"2012"},{"issue":"3","key":"10.1016\/j.chiabu.2026.107920_bb0190","doi-asserted-by":"crossref","DOI":"10.4300\/JGME-D-10-00199.1","article-title":"Missed appointments in resident continuity clinic: Patient characteristics and health care outcomes","volume":"3","author":"Nguyen","year":"2011","journal-title":"Journal of Graduate Medical Education"},{"issue":"7","key":"10.1016\/j.chiabu.2026.107920_bb0195","doi-asserted-by":"crossref","first-page":"1149","DOI":"10.1017\/S0033291703008328","article-title":"How often do patients with psychosis fail to adhere to treatment programmes? A systematic review","volume":"33","author":"Nos\u00e9","year":"2003","journal-title":"Psychological Medicine"},{"key":"10.1016\/j.chiabu.2026.107920_bb0200","doi-asserted-by":"crossref","DOI":"10.1136\/bmj.c4587","article-title":"Three techniques for integrating data in mixed methods studies","volume":"341","author":"O'Cathain","year":"2010","journal-title":"BMJ"},{"key":"10.1016\/j.chiabu.2026.107920_bb0205","series-title":"The international handbook of suicide prevention","author":"O\u2019Connor","year":"2016"},{"issue":"2","key":"10.1016\/j.chiabu.2026.107920_bb0210","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1177\/1468794112446106","article-title":"'Unsatisfactory Saturation': A critical exploration of the notion of saturated sample sizes in qualitative research","volume":"13","author":"O'Reilly","year":"2013","journal-title":"Qualitative Research"},{"key":"10.1016\/j.chiabu.2026.107920_bb0215","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"10.1016\/j.chiabu.2026.107920_bb0060","series-title":"Evoluci\u00f3n del suicidio en Espa\u00f1a en poblaci\u00f3n infantojuvenil (2000\u20132021)","author":"P\u00e9rez Diez","year":"2023"},{"issue":"1","key":"10.1016\/j.chiabu.2026.107920_bb0220","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0085733","article-title":"Predicting the risk of suicide by analyzing the text of clinical notes","volume":"9","author":"Poulin","year":"2014","journal-title":"PLoS One"},{"key":"10.1016\/j.chiabu.2026.107920_bb0225","series-title":"R: A language and environment for statistical computing","author":"R Core Team","year":"2019"},{"issue":"6","key":"10.1016\/j.chiabu.2026.107920_bb0230","doi-asserted-by":"crossref","DOI":"10.1007\/s00787-016-0930-6","article-title":"What do parents perceive are the barriers and facilitators to accessing psychological treatment for mental health problems in children and adolescents? A systematic review of qualitative and quantitative studies","volume":"26","author":"Reardon","year":"2017","journal-title":"European Child & Adolescent Psychiatry"},{"issue":"3","key":"10.1016\/j.chiabu.2026.107920_bb0235","doi-asserted-by":"crossref","first-page":"218","DOI":"10.5172\/jamh.4.3.218","article-title":"Young people\u2019s help-seeking for mental health problems","volume":"4","author":"Rickwood","year":"2005","journal-title":"Australian e-journal for the Advancement of Mental health"},{"issue":"12","key":"10.1016\/j.chiabu.2026.107920_bb0240","doi-asserted-by":"crossref","first-page":"1083","DOI":"10.1177\/0004867414555718","article-title":"Help-seeking behaviour and adolescent self-harm: A systematic review","volume":"48","author":"Rowe","year":"2014","journal-title":"The Australian and New Zealand Journal of Psychiatry"},{"key":"10.1016\/j.chiabu.2026.107920_bb0245","doi-asserted-by":"crossref","DOI":"10.1016\/j.jad.2021.01.089","article-title":"Barriers to attending initial psychological therapy service appointments for common mental health problems: A mixed-methods systematic review","volume":"284","author":"Sweetman","year":"2021","journal-title":"Journal of Affective Disorders"},{"key":"10.1016\/j.chiabu.2026.107920_bb0250","doi-asserted-by":"crossref","DOI":"10.1016\/j.euroneuro.2024.02.006","article-title":"Suicide mortality in Spain during the COVID-19 pandemic: Longitudinal analysis of sociodemographic factors","volume":"82","author":"de la Torre-Luque","year":"2024","journal-title":"European Neuropsychopharmacology"},{"issue":"10024","key":"10.1016\/j.chiabu.2026.107920_bb0255","doi-asserted-by":"crossref","first-page":"1227","DOI":"10.1016\/S0140-6736(15)00234-2","article-title":"Suicide and suicidal behaviour","volume":"387","author":"Turecki","year":"2016","journal-title":"The Lancet"},{"key":"10.1016\/j.chiabu.2026.107920_bb0260","first-page":"251","article-title":"No-show modeling for adult ambulatory clinics","volume":"184","author":"Turkcan","year":"2013","journal-title":"International Series in Operations Research & Management Science"},{"key":"10.1016\/j.chiabu.2026.107920_bb0265","series-title":"Python 3 reference manual","author":"Van Rossum","year":"2009"},{"issue":"60","key":"10.1016\/j.chiabu.2026.107920_bb0270","doi-asserted-by":"crossref","DOI":"10.21105\/joss.03021","article-title":"Seaborn: Statistical data visualization","volume":"6","author":"Waskom","year":"2021","journal-title":"Journal of Open Source Software"},{"key":"10.1016\/j.chiabu.2026.107920_bb0275","first-page":"43","article-title":"Detecting depression and mental illness on social media: An integrative review","volume":"18","author":"Westgate","year":"2015","journal-title":"Current Opinion in Behavioral Sciences"},{"issue":"6 June","key":"10.1016\/j.chiabu.2026.107920_bb0280","article-title":"\u2018Missingness\u2019 in health care: Associations between hospital utilization and missed appointments in general practice. A retrospective cohort study","volume":"16","author":"Williamson","year":"2021","journal-title":"PLoS One"},{"key":"10.1016\/j.chiabu.2026.107920_bb0285","series-title":"Suicide worldwide in 2019: Global Health Estimates","author":"World Health Organization","year":"2019"}],"container-title":["Child Abuse &amp; Neglect"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0145213426000396?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0145213426000396?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,10,16]],"date-time":"2026-10-16T13:28:23Z","timestamp":1792157303000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0145213426000396"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3]]},"references-count":57,"alternative-id":["S0145213426000396"],"URL":"https:\/\/doi.org\/10.1016\/j.chiabu.2026.107920","relation":{},"ISSN":["0145-2134"],"issn-type":[{"value":"0145-2134","type":"print"}],"subject":[],"published":{"date-parts":[[2026,3]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Profiling reasons for non-attendance in psychological assessments in adolescent suicide at-risk group using natural language processing","name":"articletitle","label":"Article Title"},{"value":"Child Abuse & Neglect","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.chiabu.2026.107920","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Authors. Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}],"article-number":"107920"}}