The predictive models for colorectal advanced neoplasms are: (1) age, rectal bleeding, weight loss (OR: 1, 07, 10, 47 and 7, 74); (2) rectal bleeding, weight loss and APCS score (OR: 7, 47, 1, 41 and 2).