Evaluation of the updated SOCcer v2 algorithm for coding free-text job descriptions in three epidemiologic studies.

Daniel E RussPabitra JosseThomas RemenJonathan N HofmannMark P PurdueJack SiemiatyckiDebra T SilvermanYawei ZhangJerome LavouéMelissa C Friesen

Published in: Annals of work exposures and health (2023)

Overall agreement with SOCcer v2 applied to job descriptions from North American epidemiologic studies was similar to the agreement usually observed between two experts. SOCcer's score predicted agreement with experts and can be used to prioritize jobs for expert review.

Keyphrases

case control
social support
high school
machine learning
clinical practice
depressive symptoms
smoking cessation