I am thinking about starting the Atkins diet for quick weight loss before graduation but I want to know the science-backed health risks first.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am thinking about starting the Atkins diet for quick weight loss before graduation but I want to know the science-backed health risks first.
2 real searches · 1 real-search pass
Atkins diet health risks evidence systematic review LDL cholesterol kidney stones constipation nutritional deficiencies long term weight loss randomized trialsGoogle ↗
OBSERVED
low carbohydrate diets clinical guidance diabetes SGLT2 ketoacidosis hypoglycemia kidney disease pregnancy risksGoogle ↗
OBSERVED
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Atkins diet health risks evidence systematic review LDL cholesterol kidney stones constipation nutritional deficiencies long term weight loss randomized trials Google ↗
low carbohydrate diets clinical guidance diabetes SGLT2 ketoacidosis hypoglycemia kidney disease pregnancy risks Google ↗
- Review of current evidence and clinical recommendations on the effects of low-carbohydrate and very-low-carbohydrate (including ketogenic) diets for the management of body weight and other cardiometabolic risk factors: A scientific statement from the National Lipid Association Nutrition and Lifestyle Task Force · lipidjournal.com
- Atkins Diet: What's behind the claims? · mayoclinic.org
- What Is the Atkins Diet, and Is It Healthy? · health.clevelandclinic.org
- Risks Associated With Excessive Weight Loss - StatPearls · ncbi.nlm.nih.gov
- The Ketogenic Diet: Clinical Applications, Evidence-based Indications, and Implementation - StatPearls · ncbi.nlm.nih.gov
- Low-Carbohydrate Diet - StatPearls · ncbi.nlm.nih.gov
- 6. Glycemic Goals, Hypoglycemia, and Hyperglycemic Crises: Standards of Care in Diabetes—2026 | Diabetes Care · doi.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Atkins diet health risks evidence systematic review LDL cholesterol kidney stones constipation nutritional deficiencies long term weight loss randomized trials OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
low carbohydrate diets clinical guidance diabetes SGLT2 ketoacidosis hypoglycemia kidney disease pregnancy risks OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |