The predictors included in the model were: Obstructed blood vessel_5 (basilar artery occlusion), TOAST_2 (cardioembolic stroke), atrial fibrillation, albumin (ALB) levels, NIHSS score, and diastolic blood pressure (DBP). The gene discussed is ALB; the disease is cardioembolic stroke.