Biomolecules, Free Full-Text

Por um escritor misterioso

Descrição

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.
Biomolecules, Free Full-Text
Universal Molecular Retention with 11-Fold Expansion Microscopy
Biomolecules, Free Full-Text
Class 12 Chemistry Worksheet on Chapter 14 Biomolecules- Set 2
Biomolecules, Free Full-Text
Copy Protect 1.5.0 Registration Key - Colaboratory
Biomolecules, Free Full-Text
Label-free nanofluidic scattering microscopy of size and mass of
Biomolecules, Free Full-Text
3,864 Biomolecules Royalty-Free Images, Stock Photos & Pictures
Biomolecules, Free Full-Text
Pull Up Kap G Get File - Colaboratory
Biomolecules, Free Full-Text
SOLUTION: Biomolecules - Studypool
Biomolecules, Free Full-Text
2.3: Biological Molecules - Biology LibreTexts
Biomolecules, Free Full-Text
Biomolecules or Biological molecules infographics with Types of
de por adulto (o preço varia de acordo com o tamanho do grupo)