Add the chicken, chicken broth, onion, ginger, garlic, tomato paste, olive oil, curry powder, turmeric, cayenne pepper, cumin, paprika, salt, and pepper in the base of a slow-cooker. Stir well to combine. Place the bay leaf on top, cover, and cook on low for 8 hours or on high for 4 hours.