Real ChatGPT answer · index seednMUEa8qMNRUcompleteHealth and wellness · nutrition and dietsinformational

How has the scientific consensus on the Atkins induction phase evolved regarding long term kidney health and sustained weight loss?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How has the scientific consensus on the Atkins induction phase evolved regarding long term kidney health and sustained weight loss?
3 real searches · 1 real-search pass
Atkins diet low carbohydrate long term kidney function renal health systematic review randomized trials kidney stones 2024Google ↗
OBSERVEDReason
Atkins induction phase long term weight loss sustained randomized trials systematic review 2 yearsGoogle ↗
OBSERVEDConsequence
low carbohydrate high protein diets kidney health healthy adults chronic kidney disease guideline evidence reviewGoogle ↗
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)
Short factOther / navigationalComparisonConsequence33%Reason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Atkins diet low carbohydrate long term kidney function renal health systematic review randomized trials kidney stones 2024 Google ↗
Atkins induction phase long term weight loss sustained randomized trials systematic review 2 years Google ↗
low carbohydrate high protein diets kidney health healthy adults chronic kidney disease guideline evidence review Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Atkins diet low carbohydrate long term kidney function renal health systematic review randomized trials kidney stones 2024
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Atkins induction phase long term weight loss sustained randomized trials systematic review 2 years
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
low carbohydrate high protein diets kidney health healthy adults chronic kidney disease guideline evidence review
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1