AI-Assisted Systematic Review Protocols: From PRISMA to Population, Intervention, Comparator, Outcome

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15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-research-systematic-review-protocol-creators

1. What is the primary advantage of using AI when drafting a systematic review protocol?

   1. AI handles structural elements so researchers can focus on methodological decisions
   2. AI evaluates study quality and makes inclusion decisions autonomously
   3. AI can define the research question that gives the review its purpose
   4. AI performs the literature search and screens all identified studies

2. Which task related to systematic review protocols must always remain a human responsibility?

   1. Selecting the quality assessment instrument appropriate to the study designs
   2. Drafting multiple PICO statement variations
   3. Generating a PRISMA-aligned protocol template
   4. Producing search strategy outlines for multiple databases

3. In the PICO framework used in systematic reviews, what does the 'P' represent?

   1. Probability sample
   2. Population or Problem
   3. Publication criteria
   4. Primary Outcome

4. A researcher is conducting a systematic review on the effectiveness of a new drug for treating diabetes. Which element would most appropriately be categorized as the 'Comparator' in PICO?

   1. Placebo or standard treatment
   2. Patients diagnosed with Type 2 diabetes
   3. Blood glucose levels measured at 6 months
   4. The new diabetes drug under investigation

5. Why would a systematic review protocol include both PubMed and Embase in the search strategy?

   1. Embase provides better coverage of European literature and pharmaceutical studies
   2. The databases return identical results so one is redundant
   3. PubMed and Embase use identical controlled vocabularies
   4. PubMed is required for PROSPERO registration

6. What is the fundamental difference between MeSH terms used in PubMed and EMTREE terms used in Embase?

   1. MeSH terms are updated daily while EMTREE terms are updated monthly
   2. MeSH is the NLM's controlled vocabulary; EMTREE is Elsevier's controlled vocabulary with different hierarchical structures
   3. EMTREE is only used for animal studies
   4. MeSH terms cannot be combined with Boolean operators

7. A systematic review includes only randomized controlled trials. Which quality assessment instrument would be the standard choice?

   1. STROBE checklist
   2. Newcastle-Ottawa Scale
   3. Cochrane Risk of Bias 2 (RoB 2)
   4. CONSORT statement

8. What is the primary purpose of PROSPERO registration in systematic review methodology?

   1. To create the search strategy automatically
   2. To ensure the review gets published in a high-impact journal
   3. To have the protocol peer-reviewed before conducting the review
   4. To obtain funding for the review

9. Why might an AI-generated protocol shell that meets every PRISMA requirement still produce a poor systematic review?

   1. PRISMA requirements are not relevant to review quality
   2. AI-generated protocols are automatically rejected by journals
   3. AI can generate the structure but cannot make quality methodological decisions like instrument selection and pooling strategies
   4. The PRISMA checklist is too rigorous and limits researcher flexibility

10. Which component would typically be included in a systematic review data extraction template?

    1. The full text of all included studies
    2. AI-generated conclusions about the findings
    3. The researcher's subjective opinion about study quality
    4. Sample size and outcome data from each included study

11. What does the inclusion/exclusion criteria framework in a systematic review protocol accomplish?

    1. It determines which databases will be searched
    2. It calculates the statistical power of the review
    3. It provides decision-tree logic for determining study eligibility
    4. It automatically extracts data from eligible studies

12. In the context of systematic reviews, what is a sensitivity analysis?

    1. An analysis testing how robust results are to methodological choices or assumptions
    2. An analysis that includes only high-quality studies by default
    3. A preliminary search to determine if enough studies exist
    4. A test of how well participants understood the study

13. What is statistical pooling in systematic reviews?

    1. Collecting all relevant studies into one database
    2. Combining quantitative results from multiple studies using meta-analysis
    3. Ensuring all studies use identical statistical tests
    4. Selecting studies with similar sample sizes

14. A researcher asks AI to generate a protocol for a systematic review on 'whether exercise helps depression.' What is the fundamental limitation of this request?

    1. AI cannot generate PRISMA-compliant protocols
    2. Systematic reviews cannot address behavioral interventions
    3. AI should not be used for mental health topics
    4. The research question is too broad for AI to operationalize into PICO elements

15. Which database would be most important to include when searching for studies on pharmaceutical interventions?

    1. arXiv
    2. ERIC
    3. Cochrane CENTRAL
    4. IEEE Xplore