Natural language signatures of psilocybin microdosing

Keyphrases

• Natural Language 100%
• Microdosing 100%
• Psilocybin 100%
• High Dose 40%
• Placebo 40%
• Semantic Variability 40%
• Natural Speech 40%
• Serotonergic Psychedelics 40%
• Psychedelics 40%
• Healthy Volunteers 20%
• Well-being 20%
• Ecologically Valid 20%
• Machine Learning Classifiers 20%
• Machine Learning Models 20%
• Acute Effects 20%
• Sentiment Score 20%
• Mental Health Disorders 20%
• Verbosity 20%
• Placebo-controlled 20%
• Psilocybin mushroom 20%
• Edible mushroom 20%
• Stratified Cross-validation 20%

INIS

• doses 100%
• natural language 100%
• speech 60%
• machine learning 40%
• auc 40%
• mushrooms 40%
• schedules 20%
• accuracy 20%
• values 20%
• monitoring 20%
• sensitivity 20%
• validation 20%
• adults 20%
• design 20%
• metrics 20%
• specificity 20%
• females 20%
• males 20%

Pharmacology, Toxicology and Pharmaceutical Science

• Microdosing 100%
• Psilocybin 100%
• Placebo 60%
• Low Drug Dose 40%
• Normal Human 20%
• Edible Mushroom 20%
• Cross-Validation 20%