Medical-Necessity Documentation Specificity
The claim is submitted with a diagnosis or clinical narrative that doesn't explicitly justify the level of care billed. The chart may fully support the care delivered — but the submitted claim lacks the documentation specificity payers require at adjudication.
Medicare Advantage and commercial payers run automated clinical-criteria engines (InterQual, MCG) against submitted documentation. A hospitalization documented as 'chest pain, evaluate and monitor' fails where 'acute NSTEMI with hemodynamic instability requiring continuous cardiac monitoring and serial troponins' would pass.
Require coders to attach the specific clinical indicator (lab value, vital sign, imaging finding) that triggers medical necessity for each inpatient stay. Build a pre-bill checklist: does the narrative include the specific condition, acuity indicators, and reason observation or inpatient level was required?