For this assessment, you are required to critique a published systematic review using the JBI Checklist for Systematic Reviews. The task involves a three-step process for each of the 12 checklist questions. First, you must upload the article into a GenAI tool and ask it to answer each JBI checklist question. Second, you are required to copy and paste the GenAI-generated response for the relevant question. Third, after reviewing GenAI’s answer, you must identify errors, missing details, or inaccuracies in its critique. Finally, you will provide the correct response in your own words, using evidence directly from the systematic review and supporting academic literature. You will complete this full sequence for all 12 JBI Checklist questions, ensuring that each section includes a GenAI response, an explanation of GenAI’s error, and your corrected response.
JBI Checklist Question: Is the review question clearly and explicitly stated? What is the purpose, objective, and/or question of the systematic review?
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Describe inaccuracies, missing detail, misunderstandings, or incorrect interpretations in GenAI's critique of the review question and objectives.
Correction:
Explain whether the systematic review’s research question meets methodological standards, using additional literature to justify your claims.
JBI Checklist Question: What are the inclusion criteria for this review? Are the inclusion criteria appropriate for the review question? Explain why/why not.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Identify and explain errors, omissions, or inaccurate interpretations from GenAI’s assessment of inclusion criteria.
Correction:
Discuss whether the inclusion criteria meet the methodological expectations of a systematic review, supported by literature.
JBI Checklist Question: Is a clear search strategy provided? Is the search strategy appropriate? Explain why/why not.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Describe any mistakes or gaps in GenAI’s critique of the search strategy.
Correction:
Explain whether the search strategy aligns with best-practice systematic review methods, supported by evidence.
JBI Checklist Question: What sources and resources were used to search for articles? Explain if the sources and resources are adequate.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Identify errors or missing information in GenAI’s critique of the databases and resources used.
Correction:
Explain whether the sources selected by the authors were suitable for the study design, supported by methodological literature.
JBI Checklist Question: What was the criteria for appraising studies? Was this criteria appropriate? Provide a rationale for your answer.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Highlight inaccuracies or gaps in GenAI’s appraisal of the authors’ quality-assessment criteria.
Correction:
Explain whether the appraisal tools and criteria used were methodologically appropriate.
JBI Checklist Question: Was critical appraisal conducted by two or more reviewers independently? Explain why it is important to have two or more reviewers.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Describe discrepancies in GenAI’s assessment of reviewer independence.
Correction:
Explain whether the approach used by the authors aligns with methodological standards and justify with literature.
JBI Checklist Question: How was the data extracted? What methods were used to minimise errors in data extraction? Are these methods appropriate? Explain.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Identify inaccuracies or gaps in GenAI’s critique of data extraction methods.
Correction:
Discuss whether the data extraction techniques match expectations for systematic reviews, supported by literature.
JBI Checklist Question: Were the methods used to combine studies appropriate? Provide a rationale for your answer.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Highlight mistakes in GenAI’s evaluation of synthesis methods.
Correction:
Explain whether the synthesis method was suitable for the type of systematic review, supported by methodological sources.
JBI Checklist Question: Was the likelihood of publication bias assessed? Provide a rationale for your answer.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Identify errors or incomplete observations in GenAI’s critique of publication bias assessment.
Correction:
Explain potential publication bias risks and their implications for the review, supported by further literature.
JBI Checklist Question: Were recommendations for policy and/or practice supported by the reported data? Explain how.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Identify inconsistencies or gaps in GenAI’s critique of recommendations.
Correction:
Explain whether the review’s recommendations are evidence-based, with supporting literature.
JBI Checklist Question: Were specific directives for new research identified? Are these appropriate? Provide a rationale for your answer.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Describe any errors in GenAI’s interpretation of future research suggestions.
Correction:
Evaluate whether the review’s research recommendations are appropriate for its design, supported by literature.
JBI Checklist Question: From your appraisal of this review, would you apply the findings to your clinical practice? Explain why/why not.
GenAI response:
[Paste GenAI-generated response here]
GenAI Error:
Identify errors or omissions in GenAI’s critique of clinical applicability.
Correction:
Use evidence to justify whether you would apply the findings to practice, based on methodological quality and relevance.
This assessment requires students to critically appraise a published systematic review using the JBI Checklist for Systematic Reviews, consisting of 12 key questions. For each checklist item, students must complete a three-step evaluation process:
Upload the article into a GenAI tool and generate an answer to the specific JBI question.
Copy and paste the GenAI-generated response into the assessment template.
Identify the errors, missing details, misunderstandings, or inaccuracies in the GenAI response.
Provide a corrected, evidence-based answer, written in their own words, supported by:
Evidence directly from the systematic review
Methodological literature (e.g., JBI guidance, systematic review best practices)
This full cycle must be completed for each of the 12 questions, covering topics such as review questions, inclusion criteria, search strategy, appraisal criteria, bias, synthesis methods, recommendations, and clinical applicability.
The assessment requires around 100 words per section, demonstrating critical thinking, understanding of systematic review methodology, and ability to analyse and refine AI-generated academic content.
The mentor began by helping the student understand the core objective:
to evaluate the accuracy of GenAI outputs and demonstrate the ability to correct and justify academic critique using high-quality evidence.
The mentor emphasised that the student is not merely answering JBI questions but is learning to:
Recognise weaknesses in AI-generated academic content
Strengthen their appraisal skills
Apply systematic review methodology correctly
The mentor guided the student through each JBI checklist item, explaining how to interpret the criteria. The approach included:
Discussing what each question evaluates (e.g., clarity of research questions, rigour of search strategy)
Identifying where students should look in a typical systematic review to extract evidence
Demonstrating how to compare GenAI’s response with the actual review
This ensured the student understood what each question is truly asking before examining GenAI output.
The mentor demonstrated the workflow required for each checklist question:
The student was shown how to upload the article and ask targeted prompts so GenAI would answer exactly the checklist question.
The mentor provided guidance on recognising:
Missing methodological details
Incorrect interpretations
Overgeneralised statements
Misalignment with the review evidence
Lack of citations
Statements that contradict systematic review standards
Examples were given such as:
GenAI misinterpreting a narrative synthesis as a meta-analysis
Incorrectly assuming risk-of-bias assessment tools
Missing mention of inclusion/exclusion criteria
The mentor guided the student to:
Use direct evidence from the systematic review (e.g., methods, results, tables)
Support claims using literature on systematic review methods
Justify why GenAI responses were inaccurate
Ensure each correction aligned with JBI methodological principles
The mentor emphasised the importance of academic tone, conciseness, and strong justification.
The mentor reminded the student that all corrected responses must be:
Written in their own words
Supported by credible academic sources
Independent of GenAI text to maintain originality
The student was taught how to paraphrase effectively and integrate citations appropriately.
The mentor helped the student organise each section using the required template format:
GenAI Response
(Copied exactly as produced)
GenAI Error Explanation
– Clear list of mistakes, omissions, misinterpretations
Corrected Response
– Evidence-based explanation supported by:
Review findings
JBI or methodological literature
This structured format ensures clarity and consistency throughout the submission.
Once all 12 sections were drafted, the mentor guided the student through a final refinement stage:
Checking alignment with word count expectations
Ensuring consistency in referencing style
Avoiding repetition
Verifying each correction appropriately critiques the GenAI output
Making sure every methodological claim is supported by literature
The mentor also encouraged the student to reflect on how the systematic review quality affects clinical decision-making.
By following the mentor’s structured guidance, the student successfully:
Completed the full three-step analysis for all 12 JBI checklist items
Presented clear GenAI responses, error analyses, and corrected interpretations
Integrated methodological literature and systematic review evidence
Critical appraisal skills using the JBI framework
Analytical ability to detect inaccuracies in AI-generated text
Academic writing proficiency with strong justification and evidence
Understanding of systematic review methodology, including:
Search strategies
Appraisal tools
Bias assessment
Data synthesis
Application to practice
Demonstrated ability to assess the credibility and rigour of systematic reviews
Produced accurate corrections grounded in research methodology
Showed capacity to make informed decisions about clinical application of findings
Strengthened academic integrity by independently constructing corrected responses
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