Ivanov, P. et al. 2026. Early Identification of Families at Risk of Child Maltreatment: A Fairness-Audited Machine-Learning Model Integrating Caregiver Stress, Social Isolation, Economic Hardship, Family History, and Neighborhood Disadvantage. Journal of Psychosociological Research in Family and Culture. (July 2026), 1–19.