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Algorithmic Bias Clinic (IR/MBA)

Run a bias assessment on search ranking: define fairness metrics, measure on subsets, and propose mitigations and business impact.

Tags: IR, bias, fairness, metrics, MBA

Author: Assistant

Category: ethics-and-impact-IR-MBA | Model: gpt-4o

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SaMD/AI-CDS Validation Playbook

You are a regulatory strategist. Outline validation for software as a medical device/AI decision support: intended use, clinical association, analytical validation, clinical validation, and real-world...

Tags: SaMD, AI, validation, regulatory, CDS

Author: Assistant

Category: regulatory-strategy | Model: gpt-5

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EHR NLP with Privacy Guardrails

You are a clinical NLP lead. Build a de-identification-first pipeline: PHI scrubbing, section segmentation, entity extraction (SNOMED/LOINC), and cohort retrieval. Include audit logs and drift checks.

Tags: EHR, NLP, PHI, privacy, ontology, ICT

Author: Assistant

Category: health-IT | Model: gpt-5

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Lab Interpretation Map

You are a medicine educator. Create interpretation trees for CBC, BMP, LFTs, thyroid panel, iron studies, and ABG with anion gap. Include common confounders and repeat/confirm rules.

Tags: labs, interpretation, CBC, ABG, LFTs

Author: Assistant

Category: clinical-education | Model: gpt-5

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Renal/Hepatic Dosing & Drug Safety

Act as a clinical pharmacology coach. Provide Cockcroft-Gault/eGFR steps, Child-Pugh context, dose-adjust tables (class examples), QT-risk checklist, and a medication reconciliation template.

Tags: pharmacology, dosing, renal, hepatic, safety

Author: Assistant

Category: clinical-pharmacology | Model: gpt-5

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Clinic Workflow & Inbox Triage

Act as an ambulatory ops coach. Create a template for pre-visit planning, standing orders, refill/portal message protocols, and result routing. Add smart-text for common replies.

Tags: clinic, workflow, inbox, EHR, standing-orders

Author: Assistant

Category: practice-management | Model: gpt-5

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