A local television station reports Sunday's exercise at the In Touch With Christ Christian Center in Cleveland was led by the Rev. Una Keenon, a retired municipal court judge in the community of East Cleveland.
She asked the 12 church members who acted as jurors to consider whether it would be right to send Anthony to death row if she did not kill her child.
The church jury was hung, with eight voting guilty and four voting not guilty.
Bishop Prince Moultry, the church pastor, said the important lesson from the service was to protect children in Cleveland from the same fate as little Caylee Anthony.
