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Suicidal behavior is a major public health problem in the United States. The suicide rate has steadily increased over the past 2 decades. This large-scale cohort comparison study found that SPI+ was associated with a reduction in suicidal behavior and increased treatment engagement among suicidal patients following ED discharge and may be a valuable clinical tool in health care settings.