Real ChatGPT answer · index seedMGcf87d7hDwcompleteHealth and wellness · common conditions and symptomsinformational
What biological mechanisms explain why the cost of insulin remains high despite the existence of older formulations?
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The searches the AI actually ran for this prompt.
SEED QUERY
What biological mechanisms explain why the cost of insulin remains high despite the existence of older formulations?
3 real searches · 1 real-search pass
FDA insulin products human insulin analogs manufacturing biologics biosimilar interchangeability guidanceGoogle ↗
OBSERVED
NIDDK human insulin analogs pharmacokinetics rapid acting long acting differencesGoogle ↗
OBSERVED
RAND insulin prices US market competition patents rebates intermediaries insulin pricing reportGoogle ↗
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
FDA insulin products human insulin analogs manufacturing biologics biosimilar interchangeability guidance Google ↗
NIDDK human insulin analogs pharmacokinetics rapid acting long acting differences Google ↗
RAND insulin prices US market competition patents rebates intermediaries insulin pricing report Google ↗
- 9. Pharmacologic Approaches to Glycemic Treatment: Standards of Care in Diabetes—2026 | Diabetes Care · diabetesjournals.org
- Insulin- Pharmacology, Therapeutic Regimens and Principles of Intensive Insulin Therapy - Endotext · ncbi.nlm.nih.gov
- Insulin, Medicines, & Other Diabetes Treatments · niddk.nih.gov
- Origins of the Crisis in Insulin Affordability and Practical Advice for Clinicians on Using Human Insulin · pmc.ncbi.nlm.nih.gov
- Insulin insulated: barriers to competition and affordability in the United States insulin market · pmc.ncbi.nlm.nih.gov
- Insulin: Uneven Progress Toward Affordability · drugpricing.norc.org
- Comparing Insulin Prices in the United States to Other Countries: Updated Results Using 2022 Data · doi.org
- Untangling the Price of Insulin - November 5, 2021 · schaeffer.usc.edu
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FDA insulin products human insulin analogs manufacturing biologics biosimilar interchangeability guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NIDDK human insulin analogs pharmacokinetics rapid acting long acting differences OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
RAND insulin prices US market competition patents rebates intermediaries insulin pricing report OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |