Biomolecules, Free Full-Text
Por um escritor misterioso
Last updated 16 junho 2024
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Drug abuse is a serious problem in the United States, with over 90,000 drug overdose deaths nationally in 2020. A key step in combating drug abuse is detecting, monitoring, and characterizing its trends over time and location, also known as pharmacovigilance. While federal reporting systems accomplish this to a degree, they often have high latency and incomplete coverage. Social-media-based pharmacovigilance has zero latency, is easily accessible and unfiltered, and benefits from drug users being willing to share their experiences online pseudo-anonymously. However, unlike highly structured official data sources, social media text is rife with misspellings and slang, making automated analysis difficult. Generative Pretrained Transformer 3 (GPT-3) is a large autoregressive language model specialized for few-shot learning that was trained on text from the entire internet. We demonstrate that GPT-3 can be used to generate slang and common misspellings of terms for drugs of abuse. We repeatedly queried GPT-3 for synonyms of drugs of abuse and filtered the generated terms using automated Google searches and cross-references to known drug names. When generated terms for alprazolam were manually labeled, we found that our method produced 269 synonyms for alprazolam, 221 of which were new discoveries not included in an existing drug lexicon for social media. We repeated this process for 98 drugs of abuse, of which 22 are widely-discussed drugs of abuse, building a lexicon of colloquial drug synonyms that can be used for pharmacovigilance on social media.
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Medical nutrition therapy: use of sourdough lactic acid bacteria
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MCQs for CBSE Class 12 Biomolecules with Answers: Download in PDF
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PDF) Introduction to Chemistry of Biomolecules
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Classification Of Biomolecules: Definition, Types, Diagrams PDF
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Class 12 Chemistry Worksheet on Chapter 14 Biomolecules- Set 2
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The role of vital dietary biomolecules in eco-evo-devo dynamics
What are the four major classes of biomolecules? How is each class
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PDF) Biomolecules (Introduction, Structure and Functions
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Biological molecules - IGCSE Biology Notes (2020)
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NCERT Solutions for Class 11 Biology Chapter 9 Biomolecules.
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Fluorescence Spectroscopy of Single Biomolecules
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Frontiers Biomolecules as Model Indicators of In Vitro and In
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Label-free nanofluidic scattering microscopy of size and mass of
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Free Full-text - Biomolecules Logo - 2621x650 PNG Download - PNGkit
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