VATICAN CITY—A Vatican document called for leaders of the Roman Catholic Church to do more to reach out to gay and divorced Catholics, striking a far more welcoming tone toward people living in conflict with Vatican teachings.

The document, prepared at the halfway point of a significant two-week meeting of bishops from around the world to discuss problems afflicting the family, didn’t advocate any changes in the church’s opposition to contraception, civil unions or divorce.

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