Comparison of cohort 1 classification performance for LogReg model trained with and without additional information on patient age, across early (I-II) and late stages (III-IV). (A) Data set based on all available samples; (B) data set based on samples only from women; (C) data set based on samples only from OC; (D) data set based on samples only from healthy women and OC cases.