🎁 Get the FREE AI Skills Starter Guide β€” Subscribe β†’
BytesAgainBytesAgain
πŸ¦€ ClawHub

PubMed

by @ivangdavila

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

Versionv1.0.0
Downloads3,537
Installs22
Stars⭐ 3
TERMINAL
clawhub install pubmed

πŸ“– About This Skill


name: PubMed description: Search and evaluate biomedical literature with effective queries, filters, and critical appraisal. metadata: {"clawdbot":{"emoji":"πŸ”¬","os":["linux","darwin","win32"]}}

PubMed Research Rules

Query Construction

  • Use MeSH terms for precise searching β€” controlled vocabulary ensures you find related concepts regardless of wording
  • Boolean operators must be uppercase: AND, OR, NOT β€” lowercase is ignored
  • Phrase searching with quotes: "heart failure" not heart failure β€” unquoted searches terms separately
  • Field tags narrow searches: [Title], [Author], [MeSH Terms] β€” 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 β€” filter by study design
  • Publication date for recent evidence β€” older studies may be superseded
  • Free full text filter if access is limited β€” but don't ignore paywalled high-quality studies
  • Humans filter excludes animal studies β€” relevant for clinical questions
  • Language filter if translation isn't feasible
  • Study Hierarchy

  • Systematic reviews and meta-analyses synthesize multiple studies β€” start here for established topics
  • Randomized controlled trials (RCTs) are gold standard for interventions β€” 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 β€” interesting but not generalizable
  • Guidelines synthesize evidence into recommendations β€” check who wrote them and when
  • Critical Appraisal

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

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

  • PICO framework: Patient/Population, Intervention, Comparison, Outcome β€” structures clinical questions
  • Start broad, then narrow with filters β€” missing relevant papers worse than sorting through extras
  • Save searches for ongoing monitoring β€” PubMed can email when new papers match
  • Related Articles feature finds similar papers β€” useful after finding one good paper
  • Citation tracking: who cited this paper? β€” 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 β€” contact for clarifications
  • Check author affiliations β€” institutional reputation matters
  • Methods section determines if results are trustworthy β€” 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 β€” check institutional access, Unpaywall, or request from authors
  • PMID is the unique identifier β€” use it for precise citations
  • Export to reference manager (EndNote, Zotero) β€” manual citation is error-prone
  • Clinical Queries filter pre-filters for clinical relevance β€” therapy, diagnosis, prognosis, etiology
  • Similar Articles and Cited By expand discovery β€” 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