Model performance was evaluated using ROC curves, calibration plots, decision curve analysis (DCA), and bootstrap internal validation.<h4>Results</h4>Serum levels of PAI-1, MMP-9, and NLR were significantly higher in AIS patients than in controls (all <i>p</i> < 0.01). This evidence concerns the gene SERPINE1 and androgen insensitivity syndrome.