{"slug":"jaechang-hits-scientific-literature-search","source_name":"jaechang-hits/scientific-literature-search","name":"Jaechang Hits/Scientific Literature Search","description":"Systematic strategies for searching scientific literature across PubMed, arXiv, Google Scholar, and AI-assisted tools. Covers PICO framework for clinical questions, three-tiered search (database-specific, AI-assisted, content extraction), PubMed field tags and MeSH, boolean query construction, and full-text extraction. Use when planning a literature search or choosing a search tier.","version":1,"lift":{"pass_rate_delta_pts":47.83,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":238.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T00:00:56.427953+00:00"},"skill_score":0.913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":47.83,"with_pass_pct":91.3,"without_pass_pct":43.5,"tokens_delta_pct":238.4,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-24T00:00:56.427953+00:00","run_id":"eca23697-2316-486d-bdeb-30ae442379c1","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":"CC-BY-4.0","install_count":0,"manifest_hash":"a0f6b872d346acf03f997e1cd9c6a2210e5b38b1f9625f5aca76cdacb12bb229","raw_url":"https://app.decimal.ai/s/jaechang-hits-scientific-literature-search/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jaechang-hits-scientific-literature-search"}