Beyond prediction: Advancing risk assessment and addressing the evidence deficit in the statutory child maltreatment context

These findings underscore the importance of evaluating validity using multiple performance indices. While SPJ tools may support structured reasoning in statutory contexts, claims about their predictive capabilities should be made cautiously and transparently, with explicit attention to base rates, calibration, and outcome choice.