PubMed

Search and evaluate biomedical literature with effective queries, filters, and critical appraisal.

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PubMed Research Rules

Query Construction

  • Use MeSH terms for precise searching — controlled vocabulary ensures you find related concepts regardless of wording
  • Boolean operators must be uppercase: AND, OR, NOT — lowercase is ignored
  • Phrase searching with quotes: "heart failure" not heart failure — unquoted searches terms separately
  • Field tags narrow searches: [Title], [Author], [MeSH Terms] — example: aspirin[Title] AND prevention[MeSH]
  • Truncation with asterisk: therap* finds therapy, therapies, therapeutic

Essential Filters

  • Article type matters: Clinical Trial, Systematic Review, Meta-Analysis — filter by study design
  • Publication date for recent evidence — older studies may be superseded
  • Free full text filter if access is limited — but don't ignore paywalled high-quality studies
  • Humans filter excludes animal studies — relevant for clinical questions
  • Language filter if translation isn't feasible

Study Hierarchy

  • Systematic reviews and meta-analyses synthesize multiple studies — start here for established topics
  • Randomized controlled trials (RCTs) are gold standard for interventions — but not all questions are answerable by RCT
  • Cohort studies for long-term outcomes and rare exposures
  • Case-control for rare diseases
  • Case reports are lowest evidence — interesting but not generalizable
  • Guidelines synthesize evidence into recommendations — check who wrote them and when

Critical Appraisal

  • Sample size matters — small studies may show effects that don't replicate
  • Check confidence intervals, not just p-values — narrow CI with meaningful effect size beats p<0.05
  • Funding source and conflicts of interest affect interpretation — industry-funded studies favor sponsors
  • Primary vs secondary outcomes — cherry-picking significant secondary outcomes is common
  • Intention-to-treat vs per-protocol analysis — ITT is more conservative and realistic

Common Traps

  • Abstract conclusions may oversell results — read methods and results sections
  • Single studies rarely settle questions — look for replication and systematic reviews
  • Statistical significance isn't clinical significance — 1% improvement may not matter to patients
  • Retracted papers still appear in searches — check Retraction Watch for controversial papers
  • Predatory journals publish low-quality research — verify journal reputation
  • Preprints haven't been peer-reviewed — useful for speed but not vetted

Search Strategy

  • PICO framework: Patient/Population, Intervention, Comparison, Outcome — structures clinical questions
  • Start broad, then narrow with filters — missing relevant papers worse than sorting through extras
  • Save searches for ongoing monitoring — PubMed can email when new papers match
  • Related Articles feature finds similar papers — useful after finding one good paper
  • Citation tracking: who cited this paper? — follow research forward in time

Evaluating Sources

  • Impact factor indicates journal prestige, not individual paper quality
  • First and last authors typically did the work and led the project
  • Corresponding author handles questions — contact for clarifications
  • Check author affiliations — institutional reputation matters
  • Methods section determines if results are trustworthy — results are only as good as methods

For Specific Questions

  • Treatment efficacy: RCTs and systematic reviews first
  • Diagnosis accuracy: sensitivity/specificity studies
  • Prognosis: cohort studies with long follow-up
  • Etiology/harm: cohort or case-control studies
  • Prevention: RCTs when available, cohort otherwise

Practical Tips

  • PubMed is free but full text often isn't — check institutional access, Unpaywall, or request from authors
  • PMID is the unique identifier — use it for precise citations
  • Export to reference manager (EndNote, Zotero) — manual citation is error-prone
  • Clinical Queries filter pre-filters for clinical relevance — therapy, diagnosis, prognosis, etiology
  • Similar Articles and Cited By expand discovery — algorithm finds related work

Red Flags in Papers

  • No control group for intervention studies
  • Conclusions not supported by data presented
  • Missing or inadequate statistical analysis
  • Selective reporting of outcomes
  • Conflicts of interest not disclosed
  • Extraordinary claims without extraordinary evidence

Source Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

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