Metadata
Science Adult Learning Analyze Medium
Metadata
  • Subject

    Science

  • Education level

    Adult Learning

  • Cognitive goals

    Analyze

  • Difficulty estimate

    Medium

  • Tags

    experimental design, bias, biomedical research, validity, reproducibility, statistics

  • Number of questions

    5

  • Created on

  • Generation source

    Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini

  • License

    CC0 Public domain

  • 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.
Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.