Why medics discovered spaced repetition before anyone else
Medical students were the first large community to adopt Anki seriously, and it wasn't a coincidence. When the material is broad rather than deep, the binding constraint is forgetting, and the only serious answer to forgetting is a scheduler that catches each fact just as it starts to slip. Ask any final-year: the ones who kept a review habit are the ones who can still recall second-year pharmacology.
The reason most people who try it fail is not the reviews — it is that a semester of medicine is thousands of cards, and writing them by hand takes longer than the studying it replaces. Which is why shared decks became the norm, and why shared decks have the problem they have.
The trouble with a downloaded deck
A big community deck is somebody else's medical school. It follows their curriculum's emphasis, their guidelines, their local protocols — and guidelines change, and they change by country. A card that was correct when it was written, in a different health system, is now being drilled into you by an algorithm specifically engineered to make it permanent.
Thaxas builds the deck from *your* faculty's material — your lecture slides, your prescribed reading, the recording of the session — and stamps every card with the page it came from. When something looks off, you check the source in one click instead of asking a forum whether the card is out of date.
What medics actually use it for
- Anatomy from lecture slides — including the diagrams, which are usually the entire content of the slide.
- Pharmacology, where the material is pure volume and FSRS is the only thing that works at scale.
- Photographed notes from a ward round or a tutorial, straight into the deck.
- Recorded lectures, transcribed, with the timestamp kept as a citation.
- Practice questions in the format your faculty examines in — generated from your material, then the misses converted straight into cards.