Since your variables are categorical, PROC FREQ is more appropriate than MEANS. When running a model, SAS excludes any row that has any missing values for any variables referenced in the PROC. Because you only have a few Cancer cases is it possible that those are being excluded entirely because of other missing values in your data?
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