American Joint Committee on Cancer stage and pathology were the most predictive variables across all outcomes. Tumor site, postoperative radiotherapy, and margin status were not statistically significant variables after tumor stage and pathology were controlled for in most outcomes.
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Hay et al. (2019) studied this question.
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