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Patient participants (n=1091) had been prescribed a prenatal care app as part of a good enhancement initiative into the UPMC health system from September 2019 - May 2022. All-natural language from open-ended writing prompts into the software and self-reported daily mood, had been entered by patients making use of the device. Individuals additionally completed a validated measure of depression threat - the Edinburgh Postnatal anxiety Scale (EPDS) - at least once within their pregnancy. A