{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T18:16:48Z","timestamp":1783102608928,"version":"3.54.6"},"reference-count":80,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,4,5]],"date-time":"2026-04-05T00:00:00Z","timestamp":1775347200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"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":[[2026,6]]},"DOI":"10.1016\/j.chiabu.2026.108027","type":"journal-article","created":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T10:09:49Z","timestamp":1775642989000},"page":"108027","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":1,"special_numbering":"C","title":["Who thrives against the odds? Mapping adolescent trait heterogeneity of emotional maltreatment effects with causal forests DML"],"prefix":"10.1016","volume":"176","author":[{"given":"Tiange","family":"Sui","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jerf W.K.","family":"Yeung","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mingjun","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"8","key":"10.1016\/j.chiabu.2026.108027_bb0005","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1542\/pir.21.8.265","article-title":"The Child Behavior Checklist and related forms for assessing behavioral\/emotional problems and competencies","volume":"21","author":"Achenbach","year":"2000","journal-title":"Pediatrics in Review"},{"issue":"7","key":"10.1016\/j.chiabu.2026.108027_bb0010","doi-asserted-by":"crossref","first-page":"1057","DOI":"10.1017\/S0033291718003823","article-title":"Childhood maltreatment and adult suicidality: a comprehensive systematic review with meta-analysis","volume":"49","author":"Angelakis","year":"2019","journal-title":"Psychological Medicine"},{"issue":"4","key":"10.1016\/j.chiabu.2026.108027_bb0015","doi-asserted-by":"crossref","first-page":"1059","DOI":"10.1111\/rssb.12377","article-title":"Visualizing the effects of predictor variables in black box supervised learning models","volume":"82","author":"Apley","year":"2020","journal-title":"Journal of the Royal Statistical Society Series B: Statistical Methodology"},{"issue":"2","key":"10.1016\/j.chiabu.2026.108027_bb0020","doi-asserted-by":"crossref","first-page":"1148","DOI":"10.1214\/18-AOS1709","article-title":"Generalized random forests","volume":"47","author":"Athey","year":"2019","journal-title":"Annals of Statistics"},{"issue":"2","key":"10.1016\/j.chiabu.2026.108027_bb0025","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1176\/appi.ajp.20220174","article-title":"Childhood maltreatment and mental health problems: A systematic review and meta-analysis of quasi-experimental studies","volume":"180","author":"Baldwin","year":"2023","journal-title":"American Journal of Psychiatry"},{"issue":"2","key":"10.1016\/j.chiabu.2026.108027_bb0030","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1111\/jopy.12492","article-title":"Goal adjustment capacities and quality of life: A meta-analytic review","volume":"88","author":"Barlow","year":"2020","journal-title":"Journal of Personality"},{"key":"10.1016\/j.chiabu.2026.108027_bb0035","series-title":"EconML: A Python package for ML-Based heterogeneous treatment effects estimation","author":"Battocchi","year":"2019"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0040","doi-asserted-by":"crossref","first-page":"573","DOI":"10.1146\/annurev-psych-011123-024224","article-title":"Resilience and disaster: Flexible adaptation in the face of uncertain threat","volume":"75","author":"Bonanno","year":"2024","journal-title":"Annual Review of Psychology"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0045","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1192\/bjp.186.1.11","article-title":"Stepped care in psychological therapies: access, effectiveness and efficiency: Narrative literature review","volume":"186","author":"Bower","year":"2005","journal-title":"The British Journal of Psychiatry"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0050","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1007\/s11482-020-09891-6","article-title":"Prioritizing happiness has important implications for mental health, but perhaps only if you already are happy","volume":"17","author":"Burns","year":"2022","journal-title":"Applied Research in Quality of Life"},{"issue":"8","key":"10.1016\/j.chiabu.2026.108027_bb0055","doi-asserted-by":"crossref","first-page":"991","DOI":"10.1037\/fam0000662","article-title":"Childhood emotional maltreatment and couple functioning among women across transition to parenthood: A process model","volume":"34","author":"Cao","year":"2020","journal-title":"Journal of Family Psychology"},{"key":"10.1016\/j.chiabu.2026.108027_bb0060","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1016\/j.chiabu.2016.11.024","article-title":"Disentangling the mental health impact of childhood abuse and neglect","volume":"63","author":"Cecil","year":"2017","journal-title":"Child Abuse & Neglect"},{"key":"10.1016\/j.chiabu.2026.108027_bb0065","doi-asserted-by":"crossref","DOI":"10.1016\/j.chiabu.2025.107399","article-title":"The protective role of school connectedness in the relationship between child maltreatment and internalizing symptoms for White, Black, Latino\/Hispanic, and multiracial youth","volume":"163","author":"Chang","year":"2025","journal-title":"Child Abuse & Neglect"},{"key":"10.1016\/j.chiabu.2026.108027_bb0070","doi-asserted-by":"crossref","DOI":"10.1016\/j.chiabu.2021.105023","article-title":"Dispositional optimism mediates relations between childhood maltreatment and PTSD symptom severity among trauma-exposed adults","volume":"115","author":"Chen","year":"2021","journal-title":"Child Abuse & Neglect"},{"key":"10.1016\/j.chiabu.2026.108027_bb0075","series-title":"Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining","first-page":"785","article-title":"Xgboost: A scalable tree boosting system","author":"Chen","year":"2016"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0080","doi-asserted-by":"crossref","first-page":"14553","DOI":"10.1038\/s41598-024-77257-1","article-title":"The distribution of optimism across sociodemographic groups in 22 countries","volume":"15","author":"Chen","year":"2025","journal-title":"Scientific Reports"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0085","doi-asserted-by":"crossref","first-page":"C1","DOI":"10.1111\/ectj.12097","article-title":"Double\/debiased machine learning for treatment and structural parameters","volume":"21","author":"Chernozhukov","year":"2018","journal-title":"The Econometrics Journal"},{"issue":"5","key":"10.1016\/j.chiabu.2026.108027_bb0090","doi-asserted-by":"crossref","first-page":"1181","DOI":"10.1111\/cdev.13968","article-title":"The state of evidence for social and emotional learning: A contemporary meta-analysis of universal school-based SEL interventions","volume":"94","author":"Cipriano","year":"2023","journal-title":"Child Development"},{"issue":"3","key":"10.1016\/j.chiabu.2026.108027_bb0095","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1016\/j.chiabu.2007.02.004","article-title":"Resilience to adult psychopathology following childhood maltreatment: Evidence from a community sample","volume":"31","author":"Collishaw","year":"2007","journal-title":"Child Abuse & Neglect"},{"key":"10.1016\/j.chiabu.2026.108027_bb0100","doi-asserted-by":"crossref","DOI":"10.1016\/j.chiabu.2019.104027","article-title":"Timing and chronicity of child neglect and substance use in early adulthood","volume":"94","author":"Dubowitz","year":"2019","journal-title":"Child Abuse & Neglect"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0105","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1111\/j.1467-8624.2010.01564.x","article-title":"The impact of enhancing students\u2019 social and emotional learning: A meta-analysis of school-based universal interventions","volume":"82","author":"Durlak","year":"2011","journal-title":"Child Development"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0110","doi-asserted-by":"crossref","DOI":"10.1080\/20008066.2025.2508548","article-title":"Efficacy of psychosocial interventions on social functioning in individuals with childhood maltreatment experiences: A protocol for a systematic review and network meta-analysis","volume":"16","author":"Fares-Otero","year":"2025","journal-title":"European Journal of Psychotraumatology"},{"key":"10.1016\/j.chiabu.2026.108027_bb0115","doi-asserted-by":"crossref","DOI":"10.1017\/S0033291725001138","article-title":"Cumulative exposure to childhood adversity and risk of adult psychosis: A dose\u2013response meta-analysis","volume":"55","author":"Flinn","year":"2025","journal-title":"Psychological Medicine"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0120","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1080\/10888691.2017.1288124","article-title":"Extracurricular involvement and psychological adjustment in the transition from adolescence to emerging adulthood: The role of mastery and creative self-efficacy","volume":"23","author":"Forgeard","year":"2019","journal-title":"Applied Developmental Science"},{"issue":"2","key":"10.1016\/j.chiabu.2026.108027_bb0125","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1176\/appi.ps.201500439","article-title":"A tipping point for measurement-based care","volume":"68","author":"Fortney","year":"2017","journal-title":"Psychiatric Services"},{"issue":"3","key":"10.1016\/j.chiabu.2026.108027_bb0130","doi-asserted-by":"crossref","first-page":"483","DOI":"10.1177\/15248380241281365","article-title":"Association of childhood sexual abuse with adolescent\u2019s psychopathology: A systematic review and meta-analysis","volume":"26","author":"Hashim","year":"2025","journal-title":"Trauma, Violence, & Abuse"},{"key":"10.1016\/j.chiabu.2026.108027_bb0135","series-title":"The elements of statistical learning","author":"Hastie","year":"2009"},{"issue":"5","key":"10.1016\/j.chiabu.2026.108027_bb0140","doi-asserted-by":"crossref","first-page":"629","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":"1","key":"10.1016\/j.chiabu.2026.108027_bb0145","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1146\/annurev-devpsych-050620-113832","article-title":"Contributions of the fragile families and child wellbeing study to child development","volume":"3","author":"James","year":"2021","journal-title":"Annual Review of Developmental Psychology"},{"key":"10.1016\/j.chiabu.2026.108027_bb0150","article-title":"Asian Americans\u2019 childhood emotional abuse, emotional neglect, and hazardous alcohol use: Resilience as moderator","author":"Kang","year":"2024","journal-title":"American Journal of Orthopsychiatry."},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0155","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1037\/0021-843X.116.1.176","article-title":"Age of onset of child maltreatment predicts long-term mental health outcomes","volume":"116","author":"Kaplow","year":"2007","journal-title":"Journal of Abnormal Psychology"},{"issue":"5","key":"10.1016\/j.chiabu.2026.108027_bb0160","doi-asserted-by":"crossref","first-page":"586","DOI":"10.1037\/pas0000201","article-title":"The EPOCH measure of adolescent well-being","volume":"28","author":"Kern","year":"2016","journal-title":"Psychological Assessment"},{"issue":"6","key":"10.1016\/j.chiabu.2026.108027_bb0165","doi-asserted-by":"crossref","first-page":"757","DOI":"10.1177\/0734282918789561","article-title":"The Chinese version of the EPOCH measure of adolescent well-being: Testing cross-cultural measurement invariance","volume":"37","author":"Kern","year":"2019","journal-title":"Journal of Psychoeducational Assessment"},{"issue":"4","key":"10.1016\/j.chiabu.2026.108027_bb0170","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1002\/mpr.47","article-title":"The World Health Organization composite international diagnostic interview short-form (CIDI-SF)","volume":"7","author":"Kessler","year":"1998","journal-title":"International Journal of Methods in Psychiatric Research"},{"issue":"8","key":"10.1016\/j.chiabu.2026.108027_bb0175","doi-asserted-by":"crossref","first-page":"1625","DOI":"10.1017\/S0033291712002334","article-title":"Composite International Diagnostic Interview screening scales for DSM-IV anxiety and mood disorders","volume":"43","author":"Kessler","year":"2013","journal-title":"Psychological Medicine"},{"issue":"3","key":"10.1016\/j.chiabu.2026.108027_bb0180","doi-asserted-by":"crossref","first-page":"780","DOI":"10.1093\/ije\/dyx280","article-title":"Child maltreatment risk as a function of poverty and race\/ethnicity in the USA","volume":"47","author":"Kim","year":"2018","journal-title":"International Journal of Epidemiology"},{"issue":"6","key":"10.1016\/j.chiabu.2026.108027_bb0185","doi-asserted-by":"crossref","first-page":"641","DOI":"10.1080\/02671522.2019.1615116","article-title":"The relationships between school belonging and students\u2019 motivational, social-emotional, behavioural, and academic outcomes in secondary education: A meta-analytic review","volume":"35","author":"Korpershoek","year":"2020","journal-title":"Research Papers in Education"},{"issue":"3","key":"10.1016\/j.chiabu.2026.108027_bb0190","doi-asserted-by":"crossref","first-page":"383","DOI":"10.1097\/EDE.0b013e3181d61eeb","article-title":"Negative controls: a tool for detecting confounding and bias in observational studies","volume":"21","author":"Lipsitch","year":"2010","journal-title":"Epidemiology"},{"key":"10.1016\/j.chiabu.2026.108027_bb0195","article-title":"Bouncing back from life\u2019s perturbations: Formalizing psychological resilience from a complex systems perspective","author":"Lunansky","year":"2024","journal-title":"Psychological Review."},{"key":"10.1016\/j.chiabu.2026.108027_bb0200","article-title":"A unified approach to interpreting model predictions","volume":"30","author":"Lundberg","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"issue":"3","key":"10.1016\/j.chiabu.2026.108027_bb0205","doi-asserted-by":"crossref","first-page":"543","DOI":"10.1111\/1467-8624.00164","article-title":"The construct of resilience: A critical evaluation and guidelines for future work","volume":"71","author":"Luthar","year":"2000","journal-title":"Child Development"},{"key":"10.1016\/j.chiabu.2026.108027_bb0210","series-title":"Developmental psychopathology: Risk, resilience, and intervention","first-page":"271","article-title":"Resilience in development: Progress and transformation","volume":"4","author":"Masten","year":"2016"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0215","first-page":"51","article-title":"Data structures for statistical computing in Python","volume":"445","author":"McKinney","year":"2010","journal-title":"Proceedings of the 9th Python in Science Conference (SciPy 2010)"},{"key":"10.1016\/j.chiabu.2026.108027_bb0220","series-title":"The Future of Families and Child Wellbeing Study (FFCWS), 1998\u20132024 [Public use data file] (Inter-university Consortium for Political and Social Research (ICPSR))","author":"McLanahan","year":"2025"},{"key":"10.1016\/j.chiabu.2026.108027_bb0225","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1146\/annurev-devpsych-121318-084950","article-title":"Childhood adversity and neural development: A systematic review","volume":"1","author":"McLaughlin","year":"2019","journal-title":"Annual Review of Developmental Psychology"},{"issue":"11","key":"10.1016\/j.chiabu.2026.108027_bb0230","doi-asserted-by":"crossref","first-page":"2181","DOI":"10.1007\/s10964-021-01491-3","article-title":"Organized activity involvement predicts internalizing and externalizing problems in adolescence","volume":"50","author":"McWood","year":"2021","journal-title":"Journal of Youth and Adolescence"},{"issue":"6","key":"10.1016\/j.chiabu.2026.108027_bb0235","doi-asserted-by":"crossref","first-page":"586","DOI":"10.1097\/YCO.0000000000000741","article-title":"Resilience and mental health in children and adolescents: An update of the recent literature and future directions","volume":"34","author":"Mesman","year":"2021","journal-title":"Current Opinion in Psychiatry"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0240","doi-asserted-by":"crossref","first-page":"6","DOI":"10.1186\/1753-2000-7-6","article-title":"Resource factors for mental health resilience in early childhood: An analysis with multiple methodologies","volume":"7","author":"Miller-Lewis","year":"2013","journal-title":"Child and Adolescent Psychiatry and Mental Health"},{"key":"10.1016\/j.chiabu.2026.108027_bb0245","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1016\/j.jpsychires.2017.09.020","article-title":"Measuring childhood maltreatment to predict early-adult psychopathology: Comparison of prospective informant-reports and retrospective self-reports","volume":"96","author":"Newbury","year":"2018","journal-title":"Journal of Psychiatric Research"},{"key":"10.1016\/j.chiabu.2026.108027_bb0250","series-title":"Proceedings of the 22nd international conference on machine learning","article-title":"Predicting good probabilities with supervised learning","author":"Niculescu-Mizil","year":"2005"},{"issue":"11","key":"10.1016\/j.chiabu.2026.108027_bb0255","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pmed.1001349","article-title":"The long-term health consequences of child physical abuse, emotional abuse, and neglect: A systematic review and meta-analysis","volume":"9","author":"Norman","year":"2012","journal-title":"PLoS Medicine"},{"issue":"6","key":"10.1016\/j.chiabu.2026.108027_bb0260","first-page":"1833","article-title":"Permutation tests for studying classifier performance","volume":"11","author":"Ojala","year":"2010","journal-title":"Journal of Machine Learning Research"},{"issue":"8","key":"10.1016\/j.chiabu.2026.108027_bb0265","doi-asserted-by":"crossref","first-page":"634","DOI":"10.1016\/S2352-4642(20)30186-3","article-title":"The effects of social deprivation on adolescent development and mental health","volume":"4","author":"Orben","year":"2020","journal-title":"The Lancet Child & Adolescent Health"},{"key":"10.1016\/j.chiabu.2026.108027_bb0270","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"Pedregosa","year":"2011","journal-title":"The Journal of Machine Learning Research"},{"issue":"4","key":"10.1016\/j.chiabu.2026.108027_bb0275","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1007\/s10615-019-00701-7","article-title":"An attachment-informed approach to trauma-focused cognitive behavioral therapy","volume":"47","author":"Pleines","year":"2019","journal-title":"Clinical Social Work Journal"},{"key":"10.1016\/j.chiabu.2026.108027_bb0280","doi-asserted-by":"crossref","DOI":"10.1002\/jcv2.70001","article-title":"Associations between socioeconomic status and mental health trajectories during early adolescence: Findings from the Adolescent Brain Cognitive Development study","author":"Rakesh","year":"2025","journal-title":"JCPP Advances"},{"issue":"10","key":"10.1016\/j.chiabu.2026.108027_bb0285","doi-asserted-by":"crossref","first-page":"1207","DOI":"10.1080\/08870446.2019.1711090","article-title":"Effects of a brief interpersonal conflict cognitive reappraisal intervention on improvements in access to emotion regulation strategies and depressive symptoms in college students","volume":"35","author":"Rodriguez","year":"2020","journal-title":"Psychology & Health"},{"key":"10.1016\/j.chiabu.2026.108027_bb0290","doi-asserted-by":"crossref","DOI":"10.1016\/j.chiabu.2021.105215","article-title":"Child maltreatment and the development of psychopathology: The role of developmental timing and chronicity","volume":"120","author":"Russotti","year":"2021","journal-title":"Child Abuse & Neglect"},{"issue":"3","key":"10.1016\/j.chiabu.2026.108027_bb0295","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pone.0118432","article-title":"The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets","volume":"10","author":"Saito","year":"2015","journal-title":"PLoS One"},{"key":"10.1016\/j.chiabu.2026.108027_bb0300","series-title":"Learned optimism: How to change your mind and your life","author":"Seligman","year":"2006"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0305","doi-asserted-by":"crossref","first-page":"e232","DOI":"10.1542\/peds.2011-2663","article-title":"The lifelong effects of early childhood adversity and toxic stress","volume":"129","author":"Shonkoff","year":"2012","journal-title":"Pediatrics"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0310","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1097\/EDE.0b013e3181c30fb2","article-title":"Assessing the performance of prediction models: A framework for traditional and novel measures","volume":"21","author":"Steyerberg","year":"2010","journal-title":"Epidemiology"},{"issue":"1","key":"10.1016\/j.chiabu.2026.108027_bb0315","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1002\/car.2353","article-title":"The prevalence of child maltreatment across the globe: Review of a series of meta-analyses","volume":"24","author":"Stoltenborgh","year":"2015","journal-title":"Child Abuse Review"},{"issue":"4","key":"10.1016\/j.chiabu.2026.108027_bb0320","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1016\/S0145-2134(97)00174-9","article-title":"Identification of child maltreatment with the Parent-Child Conflict Tactics Scales: Development and psychometric data for a national sample of American parents","volume":"22","author":"Straus","year":"1998","journal-title":"Child Abuse & Neglect"},{"key":"10.1016\/j.chiabu.2026.108027_bb0325","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.chiabu.2016.07.005","article-title":"Childhood emotional maltreatment and mental disorders: Results from a nationally representative adult sample from the United States","volume":"59","author":"Taillieu","year":"2016","journal-title":"Child Abuse & Neglect"},{"issue":"4","key":"10.1016\/j.chiabu.2026.108027_bb0330","doi-asserted-by":"crossref","first-page":"1156","DOI":"10.1111\/cdev.12864","article-title":"Promoting positive youth development through school-based social and emotional learning interventions: A meta-analysis of follow-up effects","volume":"88","author":"Taylor","year":"2017","journal-title":"Child Development"},{"key":"10.1016\/j.chiabu.2026.108027_bb0335","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1111\/jcpp.12507","article-title":"Annual Research Review: Enduring neurobiological effects of childhood abuse and neglect","volume":"57","author":"Teicher","year":"2016","journal-title":"Journal of Child Psychology and Psychiatry"},{"issue":"3","key":"10.1016\/j.chiabu.2026.108027_bb0340","doi-asserted-by":"crossref","first-page":"336","DOI":"10.1177\/08902070241256399","article-title":"Long-term advantages of adolescent optimism: Nonlinear associations with adult outcomes and its protective role in buffering socioeconomic risk","volume":"39","author":"Tetzner","year":"2025","journal-title":"European Journal of Personality"},{"issue":"7","key":"10.1016\/j.chiabu.2026.108027_bb0345","doi-asserted-by":"crossref","first-page":"596","DOI":"10.1002\/da.22887","article-title":"Trajectories of childhood adversity and the risk of depression in young adulthood: Results from the Avon Longitudinal Study of Parents and Children","volume":"36","author":"Tracy","year":"2019","journal-title":"Depression and Anxiety"},{"issue":"2","key":"10.1016\/j.chiabu.2026.108027_bb0350","doi-asserted-by":"crossref","first-page":"320","DOI":"10.1037\/0022-3514.86.2.320","article-title":"Resilient individuals use positive emotions to bounce back from negative emotional experiences","volume":"86","author":"Tugade","year":"2004","journal-title":"Journal of Personality and Social Psychology"},{"issue":"2","key":"10.1016\/j.chiabu.2026.108027_bb0355","doi-asserted-by":"crossref","first-page":"615","DOI":"10.1007\/s11205-017-1728-8","article-title":"How schools enhance the development of young people\u2019s resilience","volume":"145","author":"Ungar","year":"2019","journal-title":"Social Indicators Research"},{"key":"10.1016\/j.chiabu.2026.108027_bb0360","series-title":"A familiar face: Violence in the lives of children and adolescents (978-92-806-4919-2)","author":"UNICEF","year":"2017"},{"issue":"7","key":"10.1016\/j.chiabu.2026.108027_bb0365","doi-asserted-by":"crossref","first-page":"783","DOI":"10.1007\/s10964-010-9549-y","article-title":"The role of intentional self regulation, lower neighborhood ecological assets, and activity involvement in youth developmental outcomes","volume":"39","author":"Urban","year":"2010","journal-title":"Journal of Youth and Adolescence"},{"key":"10.1016\/j.chiabu.2026.108027_bb0370","series-title":"Python 3 reference manual","author":"Van Rossum","year":"2009"},{"issue":"9596","key":"10.1016\/j.chiabu.2026.108027_bb0375","doi-asserted-by":"crossref","first-page":"1453","DOI":"10.1016\/S0140-6736(07)61602-X","article-title":"The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies","volume":"370","author":"Von Elm","year":"2007","journal-title":"The Lancet"},{"issue":"523","key":"10.1016\/j.chiabu.2026.108027_bb0380","doi-asserted-by":"crossref","first-page":"1228","DOI":"10.1080\/01621459.2017.1319839","article-title":"Estimation and inference of heterogeneous treatment effects using random forests","volume":"113","author":"Wager","year":"2018","journal-title":"Journal of the American Statistical Association"},{"key":"10.1016\/j.chiabu.2026.108027_bb0385","doi-asserted-by":"crossref","first-page":"542","DOI":"10.1016\/j.jad.2021.05.108","article-title":"The longitudinal influences of adverse childhood experiences and positive childhood experiences at family, school, and neighborhood on adolescent depression and anxiety","volume":"292","author":"Wang","year":"2021","journal-title":"Journal of Affective Disorders"},{"issue":"4","key":"10.1016\/j.chiabu.2026.108027_bb0390","doi-asserted-by":"crossref","first-page":"377","DOI":"10.1002\/sim.4067","article-title":"Multiple imputation using chained equations: Issues and guidance for practice","volume":"30","author":"White","year":"2011","journal-title":"Statistics in Medicine"},{"issue":"12","key":"10.1016\/j.chiabu.2026.108027_bb0395","doi-asserted-by":"crossref","first-page":"1494","DOI":"10.1177\/0146167203256921","article-title":"Adaptive self-regulation of unattainable goals: Goal disengagement, goal reengagement, and subjective well-being","volume":"29","author":"Wrosch","year":"2003","journal-title":"Personality and Social Psychology Bulletin"},{"key":"10.1016\/j.chiabu.2026.108027_bb0400","series-title":"Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining","article-title":"Transforming classifier scores into accurate multiclass probability estimates","author":"Zadrozny","year":"2002"}],"container-title":["Child Abuse &amp; Neglect"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S014521342600147X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S014521342600147X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T17:31:55Z","timestamp":1783099915000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S014521342600147X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":80,"alternative-id":["S014521342600147X"],"URL":"https:\/\/doi.org\/10.1016\/j.chiabu.2026.108027","relation":{},"ISSN":["0145-2134"],"issn-type":[{"value":"0145-2134","type":"print"}],"subject":[],"published":{"date-parts":[[2026,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Who thrives against the odds? Mapping adolescent trait heterogeneity of emotional maltreatment effects with causal forests DML","name":"articletitle","label":"Article Title"},{"value":"Child Abuse & Neglect","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.chiabu.2026.108027","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 The Author(s). Published by Elsevier Ltd.","name":"copyright","label":"Copyright"}],"article-number":"108027"}}