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Machine learning in children’s services: does it work?

What Works for Children’s Social Care worked with four local authorities to develop models to predict eight outcomes for individual cases. The predictions all focused on a point within the children’s journey where the social worker would be making a decision about whether to intervene in a case or not and the level of intervention required, and looked ahead to see whether the case would escalate at a later point.