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Adding the neutral fraction as a feature had almost no impact on model performance, and the two-model "sum" strategy also seemed indistinguishable from direct prediction of aqueous solubility

The warning is based on studies in mice and rats, however, and studies in humans have found no increased risk of thyroid cancer

This study should be interpreted in the context of several limitations, including (1) the impact of spelling errors on discussion mislabeling, (2) the inability to adjudicate reported side effects, (3) the demographic characteristics of Reddit authors which may limit generalizability, and (4) use of pre-existing general task benchmarks to drive LLM choice that may not optimally generalize to the topic labeling task

It provides energy and essential building blocks