Developing a clinical prediction rule for repeated consultations with functional somatic symptoms in primary care: a cohort study, 2021, Holtman et al

[Sean]

When there are no predictors, how can they assume that causality exists?

Indeed. The core business of science is making predictions. If a hypothesis/model can't do so, it has failed.