Step 1: In a baby with an underactive thyroid, everything runs slow, including skeletal development. A delayed bone age means the cranial sutures and fontanelles stay open longer than expected.
Step 2: The reduced metabolic drive produces the typical picture of coarse features, an umbilical hernia from a lax abdominal wall, and stubborn constipation due to slow gut motility. All of these are true findings.
Step 3: Since the posterior fontanelle actually shows late closure rather than early closure, the statement about premature closure is false and is the answer to this except-type question.
\[\boxed{\text{Premature closure of posterior fontanelle}}\]