Correction to: Scientific Reports https://doi.org/10.1038/s41598-025-91235-1, published online 26 February 2025

The original version of this Article contained a typographical error in Equation 1, where the symbol log was missing.

$${\text{pIC}}_{50} = \left(\frac{1}{{\text{IC}}_{50}\text{ (M)}}\right)$$

now reads:

$${\text{pIC}}_{50} = {\text{log}}\left(\frac{1}{{\text{IC}}_{50}\text{ (M)}}\right)$$

Additionally, the original version of the article contained an error in Equation 4, where the symbol “1-” was missing.

$${\text{R}}^{2} = \frac{\sum_{\text{i=1}}^{\text{n}}{\text{(}{\text{y}}_{\text{pred.}}-\overline{\text{y}}\text{)}}^{2}}{\sum_{\text{i=1}}^{\text{n}}{\text{(}{\text{y}}_{\text{exp.}}-\overline{\text{y}}\text{)}}^{2}}$$

Now reads:

$${\text{R}}^{2} = 1-\frac{\sum_{\text{i=1}}^{\text{n}}{\text{(}{\text{y}}_{\text{pred.}}-{\text{y}}_{\text{exp.}}\text{)}}^{2}}{\sum_{\text{i=1}}^{\text{n}}{\text{(}{\text{y}}_{\text{exp.}}-\overline{\text{y}}\text{)}}^{2}}$$

The original Article has been corrected.