Mirrors the skin-subs (P29) systematic-review pipeline for the CY2027
NPRM's Community-Based Palliative Care RFI (CMS-1848-P, 91 FR
43949-43950, comments close 2026-09-14):
- dev/scripts/search_pubmed_palliative_rfi.py: five E-utilities
searches, one per RFI part (a-e), relevance-sorted with per-domain
caps (the palliative literature dwarfs skin subs; caps are printed
and disclosed, not silent). 1,227 retrieved / 1,189 unique stored to
bib with module:palliative-rfi + rfi:{a-e} tags.
- prisma.project: palliative-rfi STARTERS entry (criteria keyed to the
five RFI questions, RFI-mapped extraction template, exclusion-reason
codebook) + legacy cohort tag mapping.
- prisma.screen: long bulleted system prompts make qwen-family models
served through Ollama return an empty response (no text, no tool
call — bisected against qwen2.5:14b). System message is now a single
sentence and the guidance bullets moved into the cached first user
message, which every provider handles; also added a no-abstract
rule. Needed because screening runs on the local server GPU
(qwen2.5:14b-ctx8k) — the Anthropic key has no API credit and this
work is directed to local inference.