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Differential Predictability of Preterm Birth Types: Strong Signals for Indicated Cases versus Limited Success in Spontaneous Preterm Birth

2025-07-10

Abstract excerpt

<h4>Summary</h4> <h4>Background</h4> Preterm birth, defined as birth occurring before 37 weeks of gestation, poses a significant and enduring public health challenge, with substantial emotional and financial burdens on families and society. To identify preterm births early in pregnancy, we investigated the predictive ability of machine learning models in a nulliparous (first-time pregnancy) study cohort. Preterm...

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Literature Corpus work
ae9e702a-a9dc-5e1b-b125-d18134959ac0
DOI
10.1101/2025.07.09.25329712
Open publication

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Differential Predictability of Preterm Birth Types: Strong Signals for Indicated Cases versus Limited Success in Spontaneous Preterm BirthDOI 10.1101/2025.07.09.25329712
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