Diadia Transparency Lab
Transparency Reports
Every health claim an AI makes, decomposed into a mechanism, checked against the evidence, and published with the reasoning fully in the open.
See how every claim is checkedDiadia Transparency Lab
Every health claim an AI makes, decomposed into a mechanism, checked against the evidence, and published with the reasoning fully in the open.
See how every claim is checkedDiadia Transparency Lab
Every health claim an AI makes, decomposed into a mechanism, checked against the evidence, and published with the reasoning fully in the open.
See how every claim is checked5632
claims published
3978/5632
claims not fully established
82453
citations across all claims
GC rs2282679 CC and DHCR7 rs12785878 GG are associated with lower circulating 25-hydroxyvitamin D, while CYP2R1 rs10741657 AG is a plausible but less genotype-resolved contributor.
Chronic gastrointestinal problems can contribute to micronutrient deficiency, but symptoms alone do not prove malabsorption.
Heavy menstrual bleeding can cause chronic iron loss, with low ferritin and higher TIBC often appearing before overt anemia.
Predominantly vegetarian diets can provide less bioavailable iron, and low albumin, BUN, or creatinine may fit low protein intake or lower muscle mass but are not stand-alone nutrition markers.
These variants may modestly influence iron-related laboratory patterns, but neither genotype alone establishes iron deficiency or a need for treatment.
Menopausal vasomotor symptoms can trigger nighttime awakenings and reduce sleep continuity as estradiol declines.