For clinicians

Clinicians are often asked about attention-grabbing health headlines and trending claims. deHype is designed to help clinicians quickly assess the strength of evidence behind these headlines and communicate effectively with patients and colleagues.

How deHype can help clinicians

• Rapid appraisal: Get clear summaries of the evidence underlying health headlines, including study design and main caveats.
• Source transparency: Trace claims to their original sources and understand the type of study involved (e.g., randomised trial, observational study, animal model).
• Caveat spotting: Quickly see key limitations and uncertainties highlighted for each story, supporting informed discussion.
• Clinical relevance focus: See clearly whether findings are about surrogate markers or actual patient outcomes, and whether they have been replicated in humans.
• Patient communication: Use concise, non-technical explanations to help patients make sense of confusing or sensational headlines.

Example scenarios

• Explaining to a patient why a single study in mice does not mean a treatment is ready for clinical use.
• Identifying the difference between outcomes like changes in biomarkers and meaningful health benefits.
• Clarifying when headlines overstate what the published evidence can support.

Note on limitations

deHype summaries should not replace direct reading of primary research or clinical guidance. Evidence summaries may help frame discussion, but clinical decisions should always be based on comprehensive review and professional judgement.