AIMC Topic: Child Protective Services

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Case reports unlocked: Harnessing large language models to advance research on child maltreatment.

Child abuse & neglect Dec 16, 2024
BACKGROUND: Research on child protective services (CPS) is impeded by a lack of high-quality structured data. Crucial information on cases is often documented in case files, but only in narrative form. Researchers have applied automated language proc...
Humans Child Natural Language Processing Large Language Models Child Abuse Child Protective Services
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Detecting substance-related problems in narrative investigation summaries of child abuse and neglect using text mining and machine learning.

Child abuse & neglect Sep 12, 2019
BACKGROUND: State child welfare agencies collect, store, and manage vast amounts of data. However, they often do not have the right data, or the data is problematic or difficult to inform strategies to improve services and system processes. Considera...
Humans Machine Learning Algorithms Mental Disorders Computer Simulation Child Narration Feasibility Studies Data Mining Child Abuse Child Welfare Child Protective Services
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