The variables selected for their score from the multivariate analysis included sex (male), constipation, not using proton pump inhibitor medication, Hb levels below 11.9 g/L, CRP levels above 80 mg/L, and obesity (BMI > 30). Here, CRP is linked to obesity due to melanocortin 4 receptor deficiency.