Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
make a model that has all the variables included that you have in your model. Then, you make a dataset, apply the dataset on the model, and obtain the results. The first thing you do is check for biological plausibility since you no longer have residual metrics you can use. It is a humbling