Physicians use substantially more risk-focused framing in counseling notes for repeat cesarean than for VBAC among patients clinically eligible for both.
Role prompting guided domain adaptation with general capability preserve for large language models,
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Implicit Framing in Obstetric Counseling Notes: A Grounded LLM Pipeline on a VBAC-Eligible Cohort
Physicians use substantially more risk-focused framing in counseling notes for repeat cesarean than for VBAC among patients clinically eligible for both.