PubMed PII recovery + drop non-paper husks#159
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… map Hard real papers (Cell/Elsevier PIIs whose publisher pages hard-403): - _lookup_pubmed_pii: esearch by PII → PMID → esummary (title/authors/journal/ year/DOI), then OpenAlex (by DOI, else validated title) for abstract/ affiliations/citations. The documented-reliable path for PIIs. - _format_pii_variants: reformat bare ScienceDirect PIIs (S2405471224003120) to the punctuated form PubMed indexes (S2405-4712(24)00312-0). - _extract_ids now captures bare /pii/S... PIIs. PubMed runs before the (unreliable) Crossref PII query. Verified e2e: bare ScienceDirect PII → real title + authors. Genuine non-papers (no theme value, per "is this worth projecting?"): - drop_nonpaper_husks removes content-less papers (no title AND no abstract) on non-paper hosts (github.com, *.github.io, supabase, huggingface spaces/docs). Real-paper husks (biorxiv, cell, …) are kept for enrichment. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Two approved follow-ups for the husk tail. (1) PubMed E-utilities for Cell/Elsevier PIIs (esearch→PMID→esummary, then OpenAlex for abstract/affiliations); reformats bare ScienceDirect PIIs to PubMed's punctuated form; extracts bare /pii/ ids. Verified e2e. (2) drop_nonpaper_husks removes content-less papers on non-paper hosts (github, supabase, HF spaces/docs) — real-paper husks kept. 87 tests pass.