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Research Guardian - Ethics Advisory & Bias Detection across all research stages Enhanced VS 3-Phase process: Surface-level screening, deep contextual analysis, constructive recommendations Use when: reviewing research ethics, checking for bias, assessing trustworthiness, QRP screening Triggers: ethics review, IRB, bias detection, QRP, trustworthiness, research integrity, p-hacking, HARKing

When to use

• Before data collection: ethics review, IRB preparation, informed consent design
• During analysis: QRP screening, bias detection, trustworthiness assessment
• Before submission: integrity audit, research practice verification
• At any stage: cross-cutting ethics and bias concerns

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