Pedantic point: I don't think that's "non-linear regression." IIRC, whether or not a regression is linear depends on the functional form of the regression parameters (the betas). It sounds like you're talking about a model where the design matrix involves non-linear functions of something of interest (e.g. delusion), but the model is still linear in the betas.
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