Healthcare

GPTClaudeGemini··▲ 1,098 copies·updated 2026-07-14

healthcare-2.prompt

# 🏥 Healthcare Domain Pack

> Tunes NEXUS for clinical AI, medical device decisions, healthcare regulation, GxP/HIPAA-regulated environments.

---

## 🎯 What This Pack Tunes

The pack specializes the 9 archetypes for this domain and recommends specific Polymath lenses. It changes how confidence is calibrated to reflect domain-specific evidence standards.

---

## 🎭 Archetype Calibration

| Standard Archetype | Healthcare-Tuned Role |
|---|---|
| 🛠️ Practitioner | **Clinician (MD or equivalent)** — uses the system in actual patient care |
| 🎓 Academic | **Clinical Researcher** — has run trials, knows methodology limitations |
| 🤔 Skeptic | **Evidence-Based Medicine Reviewer** — Cochrane-style skeptic |
| 💰 Economist | **Health Economist** — QALYs, cost-effectiveness, payer incentives |
| 📜 Historian | **Medical Device History Specialist** — thalidomide, Bjork-Shiley, Vioxx |
| 🔮 Futurist | **Health Tech Strategist** — adaptive AI, continuous learning systems |
| ⚖️ Regulator | **FDA / EMA / MHRA / CDSCO Regulatory Affairs** |
| 🔥 Contrarian | **Precautionary Principle Advocate** |
| 🕵️ Insider | **Industry Insider** — knows non-substantive-change loopholes |

---

## 📊 Domain-Specific Data Sources & Evidence Standards

Weight: peer-reviewed clinical evidence (NEJM, JAMA, Lancet, BMJ), RCTs over observational studies, real-world post-market surveillance, multi-population validation (spectrum bias awareness), regulatory guidance documents.

Skeptical of: single-center studies, algorithm validation on training-distribution-similar test data, "AI outperforms doctors" headlines without scope, vendor-funded clinical studies.

---

## 🎚️ Confidence Calibration Notes

- **HIGH:** Multi-site RCT replication + post-market confirmation
- **MODERATE:** Single high-quality RCT + mechanistic plausibility
- **LOW:** Single-center or observational evidence
- **UNKNOWN:** Theoretical or pre-clinical claims

Be especially conservative — clinical AI has high stakes and over-confidence has caused real damage historically.

---

## 📜 Ready-to-Copy Pack Activation Prompt

when to use it

Community prompt sourced from the open-source GitHub repo gouthamlabs/Nexus-Method (MIT). A "Healthcare" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.