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4% vs. 17.7%; = 0.488). Among participants with low health literacy and two or fewer of five healthy habits, the proportion of participants subscribing to the lifestyle modification program was higher in the intervention group than in the control group. Compared with standardized advice, personalized advice based on cancer risk prediction had no effect on improving lifestyle. Provision of predicted cancer risk information did not induce change in unhealthy lifestyle. Provision of predicted cancer risk information did not induce change i