Lauren's List

Book Movie

💡 Tip: Wrap your search in quotes (e.g., "The Fault in Our Stars") for exact title matching only.

🔍 How We Determine Safe Content

Lauren's List uses multiple data sources and advanced analysis methods to provide comprehensive content warnings for cancer-related themes.

📚 Book Sources

Google Books API - Official book descriptions and metadata
Open Library - Comprehensive book database with detailed summaries
Goodreads - User reviews and detailed book descriptions
The StoryGraph - Content warnings and trigger warnings
Wikipedia - Plot summaries and thematic analysis
DoesTheDogDie - Comprehensive trigger warning database
Trigger Warning Database - Curated database of books with terminal illness and cancer warnings

🎬 Movie Sources

The Movie Database (TMDB) - Official movie information and plot summaries
Wikipedia - Detailed plot analysis and thematic content
IMDb Cancer Movies List - Curated list of 84+ cancer-themed films
Wikipedia Cancer Category - 131+ films categorized as cancer-related
DoesTheDogDie - Comprehensive movie trigger warnings

🧠 Analysis Methods

Semantic Analysis - AI-powered content understanding beyond keywords
Term Detection - 50+ cancer-related terms and medical conditions
Known Content Database - Curated list of verified cancer-themed works
Web Search Analysis - Additional cancer content detection
Multi-Source Validation - Cross-referencing multiple data sources

📊 Confidence Levels

95% Confidence: Found in curated cancer content lists (IMDb, Wikipedia, Trigger Warning Database, known database)
80% Confidence: Cancer-related terms detected in content analysis
90% Confidence: No cancer content detected across all sources

⚠️ Disclaimer: While we use comprehensive data sources and analysis methods, content warnings may not be 100% complete.

📝 Found an Error?

Help us improve Lauren's List! If you found a book or movie that was incorrectly labeled as "Safe" or "Not Recommended", please let us know.