correlational
Analysis v1
48
Pro
0
Against

People who eat more trans fats—especially from processed foods—are more likely to die from any cause, including heart disease and cancer.

Scientific Claim

Higher intake of total trans fats is associated with a 34% increased risk of all-cause mortality in adults, primarily driven by industrial sources, with moderate certainty of evidence from prospective cohort studies.

Original Statement

Total trans fat intake was associated with all cause mortality (1.34, 1.16 to 1.56)... industrial, but not ruminant, trans fats were associated with CHD mortality... the association seems to be most consistently driven by industrially produced trans fats.

From study:Unknown Title

Evidence Quality Assessment

Claim Status

appropriately stated

Study Design Support

Design supports claim

Appropriate Language Strength

association

Can only show association/correlation

Assessment Explanation

The claim correctly uses 'associated with' and reflects the study’s conclusion that industrial trans fats drive this risk. The authors explicitly avoid causal language and note the moderate certainty level.

Evidence from Studies

Supporting (1)

48
48

Unknown Title

Systematic Review With Meta-Analysis
Human

This study found that people who ate more artificial trans fats (like those in fried and baked goods) had a 34% higher chance of dying from any cause, and this was mostly because of industrial fats—not natural ones from animals.

Contradicting (0)

0
No contradicting evidence found