20% of SLE pregnancies end w/ adverse preg outcome (APO). Use of LASSO & Machine learning of PROMISSE data (385 pt) before wk 12 could predict APO based on BP Meds, low Plts, Dz activity, and LAC (AUC=0.78)
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