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Unlike prior NLP work for smoking abstraction 15,16,17,18 that has been limited by focusing on data extraction at a single time point 30 or note-level extraction 14,23,31 or confined to single institutions 32 , we conducted NLP-guided sampling to extract smoking variables over longitudinal clinical notes from EHRs across academic and community healthcare setting

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Thompson finished his journalism career in the same way it had begun, writing about sports