“…The purpose of our study was to develop a strong prediction rule for early pregnancy outcome when immediate clinical management and counseling relies only on human chorionic gonadotropin (hCG) levels and incorrect management can be devasting. 1 As described by Smith and Whelan, the American College of Obstetricians and Gynecologists (ACOG) recently published guidance on use of the term “viability” in medical practice, stating that, although, “…there is no single formally recognized clinical definition of ‘viability,’” one of two uses is to address, “…whether a pregnancy is expected to continue developing normally.” 2 In line with this use of the term, in our study we used a definition of “viability” that needed to be inclusive of features on ultrasonography that are highly positively associated with an ongoing pregnancy and eventual live birth to allow for the best prediction that our model would discriminate pregnancies with continued normal development from those with abnormal progression (pregnancy losses and ectopic pregnancies). Our use of the term “viability” in our article also encompassed patients with “pregnanc(ies) resulting in a live birth,” because some patients included in our study presented for early hCG level measurement but had no further imaging until presentation for delivery.…”