The Tarrant County Medical Examiner revealed the ruling on the manner on Thursday, TMZ Sports has confirmed, adding that the cause was a gunshot wound.

Ramirez was just 28 years old.

"The loss of our son has been the most excruciating experience we have lived," Ramirez's family said in a statement following the release of the tragic news. "Unfortunately, we sometimes don't see the signs. Struggling in silence is not OK."

"It is our commitment to honor our son's life by helping other families. No parent should have to endure the loss of their child. We are very grateful to the Tampa Bay Rays organization, whom we consider our family, for their love and support."

The family continued, "Our son felt loved by all of you. Thank you to our family, friends and everyone else far and near for the outpouring of love and support. God bless you! Rays Up in Heaven."

The Rays announced Ramirez's death on Tuesday -- and many Tampa Bay players, both past and present, mourned the tragedy ... with former Cy Young winner Blake Snell saying, "Man this one hurts."

Ramirez -- who was drafted by the Rays in 2016 -- joined the team as its bullpen catcher in 2019. He had said his goal was to move up in the ranks and perhaps one day manage a roster in The Show.