Real ChatGPT answer · index seedYxtO9BdZYL8completeEducation · graduate schoolinformational

What elements must be included in an IRB research protocol when working with vulnerable populations or sensitive demographic data?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What elements must be included in an IRB research protocol when working with vulnerable populations or sensitive demographic data?
2 real searches · 1 real-search pass
HHS OHRP Common Rule 45 CFR 46 vulnerable populations Subparts B C D informed consent privacy confidentiality IRB protocol elements sensitive dataGoogle ↗
OBSERVEDReason
OHRP guidance research involving subjects vulnerable to coercion undue influence prisoners children decisionally impaired protectionsGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
HHS OHRP Common Rule 45 CFR 46 vulnerable populations Subparts B C D informed consent privacy confidentiality IRB protocol elements sensitive data Google ↗
OHRP guidance research involving subjects vulnerable to coercion undue influence prisoners children decisionally impaired protections Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HHS OHRP Common Rule 45 CFR 46 vulnerable populations Subparts B C D informed consent privacy confidentiality IRB protocol elements sensitive data
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
OHRP guidance research involving subjects vulnerable to coercion undue influence prisoners children decisionally impaired protections
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1