Providing de-identified PHR context to Gemini 3.0 Flash yields statistically significant gains in helpfulness for 2,257 health queries across three distributions, with clinician-validated improvements in safety and personalization.
Benefits and barriers for adoption of personal health records
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Evaluating the Utility of Personal Health Records in Personalized Health AI
Providing de-identified PHR context to Gemini 3.0 Flash yields statistically significant gains in helpfulness for 2,257 health queries across three distributions, with clinician-validated improvements in safety and personalization.