domains / families / research / unmet-clinical-need-extractor

unmet-clinical-need-extractor

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Extracts concrete unmet clinical needs from guidelines, reviews, real-world studies, and clinical-practice evidence. Use this skill when a user wants to turn broad medical research value into specific clinical pain points such as weak early detection, poor risk stratification, treatment-response heterogeneity, monitoring gaps, diagnostic delay, undertreatment, overtreatment, or implementation failure. Always ground unmet-need claims in retrieved evidence and distinguish true care gaps from generic statements of importance.

When to use

• identifying unmet clinical needs in a disease area
• locating where current care fails or underperforms
• classifying unmet needs by type and strength
• distinguishing true clinical pain points from generic importance language
• translating unmet-need maps into research-value framing
• identifying needs across screening, diagnosis, treatment, and monitoring
• prioritizing the most clinically meaningful need

When not to use

• patient-specific treatment recommendations
• broad disease summaries without a request to identify unmet need
• product positioning or investment advice unrelated to clinical unmet need
• unsupported claims that a disease area has huge unmet need
• calling every disease burden statement an unmet clinical need
• confusing scientific curiosity with clinically meaningful pain points
• treating biomarker enthusiasm as proof of unmet need
• presenting vague better outcomes are needed language as a specific need map

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