Do affordable smart scales actually measure body fat accurately or should I just stick to skinfold calipers at the campus gym?
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The searches the AI actually ran for this prompt.
SEED QUERY
Do affordable smart scales actually measure body fat accurately or should I just stick to skinfold calipers at the campus gym?
1 real search · 1 real-search pass
bioelectrical impedance smart scales accuracy body fat compared DXA hydration systematic review skinfold calipers reliability measurementGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
bioelectrical impedance smart scales accuracy body fat compared DXA hydration systematic review skinfold calipers reliability measurement Google ↗
- Methodological standards for body composition assessment—an expert-endorsed guide for research and clinical applications: bioimpedance, dual-energy X-ray absorptiometry, computerized tomography, and ultrasound methods · ajcn.nutrition.org
- Obesity history, physical exam, laboratory, body composition, and energy expenditure: An Obesity Medicine Association (OMA) Clinical Practice Statement (CPS) 2022 · pmc.ncbi.nlm.nih.gov
- The Validity of Bioelectrical Impedance Analysis Compared to a Four-Compartment Model in Healthy Adults: A Systematic Review. · pubmed.ncbi.nlm.nih.gov