To my knowledge, you can gain more than 2 cut offs if you performed a scatterplot. I don't think the same can be achieve using a ROC analysis, since it has a binary function. Any suggestions?
Thanks so much for your prompt and definitely amazing answer. It has answered most of my doubt. I will look up the references you sent me and see how I can fit that to my research work.