What it does
- Competing hypotheses
- Mechanism scaffolding
- Falsification conditions
- Einstein confidence ratings
CERVIX
Cervical Cancer & HPV Reasoning
Parametric-knowledge-only hypothesis engine for cervical cancer etiology, HPV biology, immune evasion, and progression.
Who it's forOncology Researchers · HPV Biologists · Translational Scientists
Built for
- Oncology researchers
- HPV biologists
- Immunology labs
- Translational scientists
Value
- No literature retrieval
- Falsifiable claims
- Devil's advocate loop
- Experiment-ready predictions
How work changes
Same desk. Different first pass.
Traditional
Every page, every identifier, by hand.
Out
Literature review
Out
Manual hypothesis drafting
Out
Internal lab debate
Out
Design validation study
Out
Run experiments
Out
Iterate on findings
CERVIX
The model takes the first pass. People take the exceptions.
Out
Pose the biological question
Out
CERVIX generates competing hypotheses
Out
Stress-tests via internal critique
Out
Ranks by mechanistic plausibility
Out
States falsification conditions
Out
Suggests adjacent threads to explore
Summarizing what is knownInventing hypotheses worth experimentally testing
Used for
HPV persistence
Mechanistic hypotheses for why high-risk HPV evades clearance in specific microenvironments.
CIN progression
Structured reasoning across persistence → CIN1 → CIN2/3 → invasive carcinoma.
Prevention mechanisms
Falsifiable predictions about immune signaling, hormonal modulation, and prevention strategies.