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

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Advertising for Weight Watchers promoting the availability on GLP-1 drugs seen in the subway in New York on Sunday, January 11, 2026
doi: 10.1016/j.cmet.2018.03.001 3 MeierJJ
[4] Topiramate (15 mg in many versions) is added to potentially enhance satiety and reduce cravings, working via gamma-aminobutyric acid (GABA) modulation and other central effects