ENVIRON 815 · also PHARM 815
Focused Topics in Toxicology
Edward D. Levin
Description from DukeHub
A contemporary advanced toxicology research area covered with readings from the current primary literature. An integrative review of the topic prepared as a collaborative effort. Consent of instructor required. Prerequisites: Pharmacology 533 and 847S.
Skills
No skill passed the confidence bar. Weak matches go to review instead of this page: an AI pass that has to quote the description, then a person.
AI-resilient: 1 of 5
- No: Physical, lab or field work
- Yes: Live work with people · "collaborative"
- No: Judgment someone is accountable for
- No: A craft you practice with your hands or body
- No: Small, in-person format
The checks lean on Microsoft Research, Working with AI (2025), which found generative AI applies least to physical work and hands-on work with people. A signal, not a promise. How the score works
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