CHA2DS2-VASc score, NT-proBNP, SBP, AF duration, HAS-BLED score and LAD, showed positive impact on model output, and neutrophil lymphocyte ratio showed negative impact on model output. This evidence concerns the gene NPPB and atrial fibrillation.