Is hormone replacement therapy safe to start in your early fifties or does it cause breast cancer based on current studies?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is hormone replacement therapy safe to start in your early fifties or does it cause breast cancer based on current studies?
3 real searches · 1 real-search pass
2026 hormone replacement therapy breast cancer risk early 50s menopause society guideline WHI estrogen progesterone 2024 2025Google ↗
OBSERVED
NCI menopausal hormone therapy breast cancer risk estrogen alone combined therapy WHI long term follow upGoogle ↗
OBSERVED
ACOG hormone therapy menopause benefits risks age younger than 60 within 10 years menopause breast cancerGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2026 hormone replacement therapy breast cancer risk early 50s menopause society guideline WHI estrogen progesterone 2024 2025 Google ↗
NCI menopausal hormone therapy breast cancer risk estrogen alone combined therapy WHI long term follow up Google ↗
ACOG hormone therapy menopause benefits risks age younger than 60 within 10 years menopause breast cancer Google ↗
- Menopausal Hormone Therapy and Cancer · cancer.gov
- Breast Cancer Prevention (PDQ®) · cancer.gov
- In perimenopausal and postmenopausal women, what are the long-term effects of using hormone therapy for at least one year? · cochrane.org
- Hormone therapy safety · womenshealth.gov
- ACOG Clinical Practice Guideline: Management of... : Obstetrics & Gynecology · doi.org
- ACOG Clinical Practice Guideline: Management of... : Obstetrics & Gynecology · doi.org
- The 2022 hormone therapy position statement of The North American Menopause Society · pubmed.ncbi.nlm.nih.gov
- Menopause Topics: Hormone Therapy · menopause.org
- Hormone Therapy for Menopause · acog.org
- VA/DOD CLINICAL PRACTICE GUIDELINE FOR MENOPAUSE · healthquality.va.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 hormone replacement therapy breast cancer risk early 50s menopause society guideline WHI estrogen progesterone 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NCI menopausal hormone therapy breast cancer risk estrogen alone combined therapy WHI long term follow up OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ACOG hormone therapy menopause benefits risks age younger than 60 within 10 years menopause breast cancer OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |