Fair Isaac Co. revealed Thursday that its revamped credit score model will not weigh medical debt as heavily as previous versions, a key change given that medical debt accounts for nearly half of all unpaid collections on consumers' credit reports.

The new model, along with differentiating medical debt sent to collectors from non-medical debt, includes fresh methods for evaluating consumers with limited credit history.

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