Lower age (OR: 0.984; CI 0.972–0.997; p = 0.014), higher blood hemoglobin (OR: 1.023; CI 1.010–1.037; p < 0.001), C-reactive protein (OR: 2.229; CI 1.433–3.468; p < 0.001), d-dimer (OR: 8.729; CI 5.614–13.574; p < 0.001), and previous VTE (OR: 7.796; CI 5.193–11.705; p < 0.001) predicted VTE on imaging within 30 days, whereas female sex (OR 0.602 [95% CI 0.392–0.924]; p = 0.020) and a previous diagnosis of ischemic heart disease (OR 0.254 [95% CI 0.113–0.571]; p = 0.001) were negative predictors of VTE. This evidence concerns the gene CRP and coronary artery disorder.