Real ChatGPT answer · index seedvK3tgDkFQCocompleteSports and outdoors · fitness programsinformational
How does body composition analysis on smart scales work, and do I need to worry about hydration levels skewing the readings for my teenage athletes?
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The searches the AI actually ran for this prompt.
SEED QUERY
How does body composition analysis on smart scales work, and do I need to worry about hydration levels skewing the readings for my teenage athletes?
3 real searches · 1 real-search pass
bioelectrical impedance analysis hydration status affects body composition measurements adolescents athletes reliability reviewGoogle ↗
OBSERVEDReason
American Academy Pediatrics body composition testing adolescent athletes smart scales body fat hydrationGoogle ↗
OBSERVEDComparison
bioelectrical impedance analysis children adolescents validation hydration exercise recommendationsGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
bioelectrical impedance analysis hydration status affects body composition measurements adolescents athletes reliability review Google ↗
American Academy Pediatrics body composition testing adolescent athletes smart scales body fat hydration Google ↗
bioelectrical impedance analysis children adolescents validation hydration exercise recommendations Google ↗
- New Frontiers of Body Composition in Sport · pmc.ncbi.nlm.nih.gov
- Assessment of Body Composition in Athletes: A Narrative Review of Available Methods with Special Reference to Quantitative and Qualitative Bioimpedance Analysis · pmc.ncbi.nlm.nih.gov
- 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
- Body Composition Analysis Methods in Adolescent Athletes: A Systematic Review · pmc.ncbi.nlm.nih.gov
- Body Composition Analysis Methods in Adolescent Athletes: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Weigh-Ins, Weight Gain & Rules for Teen Athletes: AAP Report Explained · healthychildren.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
bioelectrical impedance analysis hydration status affects body composition measurements adolescents athletes reliability review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Pediatrics body composition testing adolescent athletes smart scales body fat hydration OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
bioelectrical impedance analysis children adolescents validation hydration exercise recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |