Metadata
Science Adult Learning Analyze Medium-
Subject
Science
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Education level
Adult Learning
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Cognitive goals
Analyze
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Difficulty estimate
Medium
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Tags
experimental design, bias, biomedical research, validity, reproducibility, statistics
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Number of questions
5
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Created on
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Generation source
Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini
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License
CC0 Public domain
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Prompt
Assess learners' ability to identify and analyze common experimental design flaws and biases in biomedical research—including selection bias, confounding, information bias, lack of randomization or blinding, inadequate controls, small sample sizes, multiplicity/p-hacking, inappropriate endpoints, and misapplied statistics—and to evaluate their impact on internal/external validity, reproducibility, and clinical translation while proposing practical design or analytical remedies.
Review & Revise
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%
Mock data used for demo purposes.