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: "Celiac disease rates have increased 5-fold in American children since the 1980s"

"Celiac disease rates have increased 5-fold in American children since the 1980s."

Summary: While celiac disease rates have genuinely increased significantly across Western countries (with documented 4-5 fold increases in various populations), the specific claim lacks direct supporting evidence from its cited sources and contains inaccuracies regarding timeline, geography, and population studied. The statement also oversimplifies a complex phenomenon where both genuine disease increases and dramatic improvements in diagnostic testing contribute to observed trends, though scientists emphasize that a genuine increase is occurring, most likely due to environmental factors.

Core Context


Sources Analysis Table

Source Description of Position/Evidence Link Initial Usefulness Rating Specificity of Claims
Warren Air Force Base Study (Mayo Clinic) Shows 4.5-fold increase from 0.2% (1948-1954) to 0.9% (2006) in young adults; strongest longitudinal evidence but wrong population PMC 5 High - specific dates, percentages, population
Catassi et al. 2014 (Cited Study #41) General discussion of global increases over "30-40 years" but no specific 5-fold figure or American children data Wiley 2 Low - general statements only
McGowan et al. 2009 (Cited Study #42) 3.65-fold increase in Canadian children (1990s-2000s), attributed to serological testing introduction Pediatrics 3 High - specific numbers but wrong geography
PMC Comprehensive Review 2019 States "Between the years 1975 and 2000, CD prevalence increased 5-fold in the US" - closest match to claim PMC 4 High - specific timeframe and geography
Global Meta-Analysis (Celiac Disease Foundation) 7.5% annual increase globally, genuine increase beyond diagnostic improvements confirmed Celiac Disease Foundation 4 Medium - annual rates, global scope
Wikipedia Entry Cites "approximately 4.5 fold true increase" due to environmental factors, separate from diagnostic improvements Wikipedia 3 Medium - acknowledges true vs. diagnostic increases
Beyond Celiac Fact Sheet Multiple prevalence statistics, notes screening studies finding higher rates in children (up to 2.4%) Beyond Celiac 4 Medium - various statistics, pediatric focus
Gastroenterology Journal Review Comprehensive academic review confirming both diagnostic and true increases, environmental factors discussed Gastroenterology 5 High - academic rigor, multiple evidence types
Dr Schaer Institute Reports 6.4-fold increase in Scottish children (1990-2009), 4-fold increase in UK diagnoses over 20 years Dr Schaer 4 High - specific regional data, pediatric focus
PMC Screening Review Discusses prevalence variations (0.3% Germany to 2.4% Finland), notes increasing awareness vs. true increases PMC 4 High - country-specific data, diagnostic context