Looking for evidence-based reviews on at-home HPV self-collection kits that comply with the latest USPSTF cervical cancer screening guidelines for women aged thirty to sixty-five.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for evidence-based reviews on at-home HPV self-collection kits that comply with the latest USPSTF cervical cancer screening guidelines for women aged thirty to sixty-five.
3 real searches · 1 real-search pass
2026 USPSTF cervical cancer screening recommendation self-collection HPV at-home kits latest final guidelineGoogle ↗
OBSERVED
FDA authorized at-home HPV self collection kit 2025 2026 Teal Health HPV test evidence validationGoogle ↗
OBSERVED
USPSTF draft recommendation cervical cancer screening self collection HPV 2024 2025 evidence reviewGoogle ↗
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 USPSTF cervical cancer screening recommendation self-collection HPV at-home kits latest final guideline Google ↗
FDA authorized at-home HPV self collection kit 2025 2026 Teal Health HPV test evidence validation Google ↗
USPSTF draft recommendation cervical cancer screening self collection HPV 2024 2025 evidence review Google ↗
- Recommendation: Cervical Cancer: Screening · uspreventiveservicestaskforce.org
- Draft Recommendation: Cervical Cancer: Screening · uspreventiveservicestaskforce.org
- New Cervical Cancer Screening Guidelines Strengthen Women’s Preventive Health · hrsa.gov
- Screening for Cervical Cancer · acog.org
- Teal Health · getteal.com
- Device Classification Under Section 513(f)(2)(De Novo) · accessdata.fda.gov
- ASCCP Practice Advisory: Self Collection for Cervical Cancer Screening · asccp.org
- K260184 · accessdata.fda.gov
- Technical Brief on AB 1906 Cervical Cancer Screening · chbrp.org
- Self‐collected vaginal specimens for human papillomavirus testing and guidance on screening exit: An update to the American Cancer Society cervical cancer screening guideline · pmc.ncbi.nlm.nih.gov
- Read the full JAMA Network Open study · jamanetwork.com
- Read the 2025 meta-analysis · pubmed.ncbi.nlm.nih.gov
- Read updated HRSA guidelines · hrsa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 USPSTF cervical cancer screening recommendation self-collection HPV at-home kits latest final guideline OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
FDA authorized at-home HPV self collection kit 2025 2026 Teal Health HPV test evidence validation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
USPSTF draft recommendation cervical cancer screening self collection HPV 2024 2025 evidence review OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |