This is an experiment in AI-driven contextualization. The material below was produced using SIFT Toolbox, a human-in-the-loop LLM-based contextualization toolbox designed to accelerate fact-checking and sensemaking. Findings should be considered draft findings, lightly checked at best. This check of the report was done as a test to check the robustness and usefulness of the Toolbox.

Context Report: Childhood Chronic Health Conditions in the US

Over 40% of the roughly 73 million children (aged 0-17) in the United States have at least one chronic health condition, according to the CDC, such as asthma, allergies, obesity, autoimmune diseases, or behavioral disorders. [Citation: National Survey of Children's Health. (n.d.). NSCH 2018-19: Number of current or lifelong health conditions, nationwide, age in 3 groups. ChildHealthData.org. Retrieved February 24, 2021]

Summary: The statistic is accurate, but the citation reveals a concerning research practice where authors copied a citation directly from a CDC school health webpage without independently verifying or updating the source, as indicated by the phrase "retrieved February 24, 2021". Good research practice requires authors to verify links they use for citation, even if they discover them through other sources, which in this case would have resulted in a more recent retrieval date.

Core Context


Sources Table

Source Description of position on issue Link Initial Usefulness Rating Specificity of Claims
CDC School Health Original Page Contains the exact same citation format and retrieval date, showing likely source of copy-paste CDC School Health 5 High - identical citation suggests copying
Current NSCH 2023 Data Shows most recent data available that authors should have accessed independently HRSA NSCH 5 High - demonstrates data currency gap
2022 ADHD Research Publication Peer-reviewed analysis showing proper citation methodology and current data usage PubMed ADHD Study 4 High - demonstrates proper research standards
CDC ADHD Data 2022 Shows updated prevalence rates (10.5%) that proper research would have found CDC ADHD 5 High - what current research should cite
CDC Mental Health 2021-2022 Current anxiety/depression rates (10%, 4%) available to proper researchers CDC Mental Health 5 High - demonstrates available current data
Original ChildHealthData.org Source The actual data source that should have been independently verified and updated ChildHealthData.org 4 Medium - valid source but outdated usage
Academic Research Standards Guidelines showing proper citation verification requirements in peer-reviewed research Research Ethics Guide 3 Medium - general methodological standards
NSCH Data Currency Documentation HRSA documentation showing annual data releases through 2023 HRSA Datasets 4 High - demonstrates data availability timeline