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ng machine learning to advance health equity. Low-value care, typically defined as health services that provide little or no benefit, has potential to cause harm, incur unnecessary costs, and waste limited resources. Although evidence-based guidelines identifying low-value care have increased, the guidelines differ in the type of evidence they cite to support recommendations against its routine use. We examined the evidentiary rationale underlying recommendations against low-value interventions. We identified 1167 "low-value care" rec