sentences:  Oklahoma State won the tournament for the 1st time and received the conference's automatic bid to the 2004 NCAA Tournament.The Tournament consisted of a 12 team single-elimination tournament with the top 4 seeds receiving a bye.Baylor removed itself from postseason play, including the conference tournament, before the 2003–04 season due to the Baylor University basketball scandal.