The DCaF study uses a prospective, observational design to characterize how patients make decisions following a Shield(+) screening result and to assess real-world adherence to recommended diagnostic colonoscopy. Because the intervention of interest is the patient's naturally occurring decision-making process-not the performance of the test itself-a non-interventional design is methodologically appropriate and minimizes participant burden. Incorporating decision counseling allows systematic evaluation of changes in preference, decisional conflict, and intention, while linkage to real-world evidence (RWE) claims data provides an efficient and objective method for determining colonoscopy completion. This approach enables the study to identify behavioral, clinical, and system-level factors associated with follow-up adherence without altering standard clinical care.