How do pre-employment mouth swab drug tests detect recent usage compared to traditional lab-based urine panels, and what is the typical detection window for prescription stimulants?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do pre-employment mouth swab drug tests detect recent usage compared to traditional lab-based urine panels, and what is the typical detection window for prescription stimulants?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
oral fluid versus urine drug testing detection window amphetamine workplace testing review SAMHSA Google ↗
amphetamine urine detection window oral fluid detection window prescription stimulants clinical review Google ↗
- Medical Review Officer Guidance Manual for Workplace Drug Testing Programs · samhsa.gov
- Amphetamine - Type Stimulants (ATS) · mayocliniclabs.com
- Workplace Drug Testing Resources · samhsa.gov
- Department of Pathology · pathology.med.umich.edu
- Frequently Asked Questions (FAQs) and Answers About Federal Workplace Drug Testing · samhsa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
oral fluid versus urine drug testing detection window amphetamine workplace testing review SAMHSA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
amphetamine urine detection window oral fluid detection window prescription stimulants clinical review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |