We perform similar SHAP analysis as demonstrated in the previous sections on our diagnostic-aided model and present the results in an aging matrix plot in Fig. (see SI Section S.9.5 for parity plots and full shap analysis). For the mechanistic SOH metrics, the diagonal entries of the degradation matrix correspond to self prediction (i.e., predicting the EOL value of a given metric using its early value).