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To determine classification criteria for acute retinal necrosis (ARN). Machine learning of cases with ARN and 4 other infectious posterior uveitides / panuveitides. Cases of infectious posterior uveitides / panuveitides were collected in an informatics-designed preliminary database, and a final database was constructed of cases achieving supermajority agreement on diagnosis, using formal consensus techniques. Cases were split into a training set and a validation set. Machine learning using multinomial logistic regression was used on the
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