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Another limitation is that neutrophil-to-lymphocyte ratio is a non-specific marker of inflammation. It can be influenced by various factors such as infections, comorbid conditions, and medications, which may act as confounders. Although efforts were made to exclude patients with conditions affecting white blood cell counts, residual confounding cannot be completely ruled out.

The proliferation of digital platforms has fundamentally reshaped economic paradigms, offering diverse avenues for individuals to generate income beyond traditional employment structures. This transformation underscores the pivotal role of technology in fostering entrepreneurship.