{"slug":"ethanyoq-pubtator-entity-search","source_name":"ethanyoq/pubtator-entity-search","name":"Ethanyoq/Pubtator Entity Search","description":"NLM PubTator3 实体级关系挖掘原子 skill — 在 PubMed 文献里检索\"疾病-药物-基因-化学品-突变-物种-细胞系\"的标注与关系三元组。当用户问\"BTK 与肺曲霉病的关联文献\"、\"BTK 抑制剂(MeSH D000077180)在哪些研究被讨论\"、\"标注这些 PMID 中提到的所有疾病/药物/基因实体\"、\"ibrutinib 的 MeSH/DrugBank ID\"、\"voriconazole 与 CYP2C19 药物-基因相互作用\"、\"BRAF V600E 突变 / rs113488022 检索\"、\"实体共现 / co-mention / 关系挖掘 / 实体规范化 / NER / annotation / entity normalization / disease-gene association / drug-gene interaction / chemical-disease relation\" 时使用。无需 API key,跨平台稳定。**实体级 + 关系级**定位 — 不做综合文献检索(走 pubmed-eutils / europepmc-sear","version":1,"lift":{"pass_rate_delta_pts":45.45,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":127.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-08T07:33:02.359975+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.45,"with_pass_pct":90.9,"without_pass_pct":45.5,"tokens_delta_pct":127.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-08T07:33:02.359975+00:00","run_id":"21bfdc3c-9407-44b5-b7f3-a5abed90052d","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"102513318f83683087c609c4d47e58c5ccf1b70f3c983abfbe8e5b85c9e7f699","raw_url":"https://app.decimal.ai/s/ethanyoq-pubtator-entity-search/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/ethanyoq-pubtator-entity-search"}