Health plans typically require an internal appeal before a denied claim can proceed further, followed in many cases by an independent external review conducted by an outside reviewer not affiliated with the plan. The applicable process and timeline depend on the type of plan involved — employer-sponsored ERISA plans, individual marketplace plans, and government programs like Medicare Advantage each follow different procedural rules.

For ERISA-governed employer plans, the standard of judicial review applied if the dispute reaches court is critical: if the plan document grants the administrator discretionary authority to interpret terms and determine benefits, courts typically apply a deferential arbitrary-and-capricious standard, upholding the denial unless it was unreasonable. Without that discretionary grant, courts review the denial de novo, essentially deciding the coverage question fresh. That single drafting choice in the plan document can determine how much latitude the plan has to deny a claim and survive review.

Because the standard of review compresses or widens the realistic range of outcomes independent of the medical facts, Juricratic treats it as its own dial: a deferential standard narrows the simulated outcome distribution toward affirmance, while de novo review widens it toward whatever the medical evidence independently supports.

Patients and providers pursuing a denied claim should identify early which standard of review will apply if litigation becomes necessary, since a deferential standard changes the litigation strategy toward building a comprehensive administrative record during the internal appeal, when the record is still being created, rather than saving evidence for court.