LoopdMed organizes mistakes by cause so students can separate content gaps from test-taking habits and build a cleaner review loop.
Separate misread stems, logic flaws, and content gaps.
Track repeated error patterns across practice blocks.
Prioritize the habits that are costing the most points.
Four seamless steps designed to sit right beside your daily practice blocks.
Snap or paste the question you missed from UWorld, AAMC, Amboss, or class exams. Drop it straight in.
Categorize why you missed it (Misread Stem, Logic Flaw, or Content Gap) and tag the topic or organ system.
Distill the explanation into a single, high-yield takeaway rule that solves future question variations.
FSRS-powered scheduling brings the rule back through active recall, adapting future timing as your review history grows.
Two missed questions can look identical in a score report and mean totally different things. LoopdMed helps you tag the underlying cause so review time goes to the right fix.
Once misses are categorized, the next study decision gets easier. Students can target weak reasoning habits, review high-yield content, or slow down on stem interpretation.
A category makes mistakes sortable, but the sentence beneath the category makes them useful. Pair each tag with a short explanation of why the wrong answer looked reasonable at the time.
A useful taxonomy changes what you do next. Relearning a chapter will not fix a rushed stem read, and a reading checklist will not replace a missing physiology rule.
Topic reports show where errors occurred. Error-reason trends show how they occurred. Looking across both dimensions helps separate an isolated miss from a study habit that follows you between sections.
Choose the earliest cause that best explains the miss. The goal is not to assign blame; it is to select the repair most likely to prevent a repeat.
Before reading the explanation, try the question again. If the answer is still unavailable, a content gap is more likely. If it becomes clear, inspect the original execution.
Identify whether you lacked knowledge, made an unsupported inference, or overlooked language or evidence that was present in the stem.
Use Content Gap, Logic Flaw, or Misread Stem as the main category. Add topic and exam tags separately so the cause does not get buried.
Create a focused recall prompt, a new reasoning drill, or a reading checkpoint that directly addresses the failure you recorded.
Suppose a question requires recognizing that competitive inhibition increases apparent Km without changing Vmax. The topic is identical, but the correct repair depends on why the student missed it.
Topic tells you what the question tested. Error taxonomy tells you which behavior or knowledge gap to change before the next question.
It is a consistent set of labels for why questions went wrong. LoopdMed starts with three broad causes—Content Gap, Logic Flaw, and Misread Stem—then keeps subject and exam information as separate context.
Yes, but choose the earliest or most important cause as the primary tag. If missing knowledge forced a later guess, the content gap is usually more actionable than labeling both the guess and the final misread.
Only when it is made specific. Replace careless with the observable behavior: missed a negative qualifier, skipped units, changed an answer without evidence, or committed before checking the full graph.
Avoid rebuilding your study plan around one session. Look for the same mechanism across multiple blocks or dates, then test one targeted change and watch whether the pattern becomes less frequent.
No. It helps decide when content review is the correct intervention. A true content gap still needs focused learning; the taxonomy prevents every miss from being treated as if a whole chapter must be relearned.
