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Nik Bobrovitz

@nikbobrovitz.bsky.social

MD, MSc, DPhil @UofT @UniofOxford @UCalgary Emergency Medicine resident SeroTracker.com Health emergencies 🏥, Health services 📈, Public health 🌍

Posts Replies Media

Nik Bobrovitz @nikbobrovitz.bsky.social · 04/03/2025

Using AI to make writing systematic reviews easier and faster temertymedicine.utoronto.ca/news/using-a... @uoftmedicine.bsky.social @ucalgarymed.bsky.social @ucalgary.bsky.social #AI

temertymedicine.utoronto.ca

Using AI to make writing systematic reviews easier and faster

Researchers at the University of Toronto and University of Calgary have developed an innovative approach that uses AI-driven large language models (LLMs) to streamline the screening process for system...

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Nik Bobrovitz @nikbobrovitz.bsky.social · 27/02/2025

We created & validated text prompts for LLM screening in systematic reviews. High performing. Could filter out 65-95% prior to human review or replace 1 human. Reduces cost. Christian Cao=superstar @uoft.bsky.social @ucalgary.bsky.social #Cochrane #LLM #AI www.acpjournals.org/doi/10.7326/...

acpjournals.org

Development of Prompt Templates for Large Language Model–Driven Screening in Systematic Reviews | Annals of Internal Medicine

Background: Systematic reviews (SRs) are hindered by the initial rigorous article screen, which delays access to reliable information synthesis. Objective: To develop generic prompt templates for larg...

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Nik Bobrovitz @nikbobrovitz.bsky.social · 05/02/2025

Artificial intelligence–based clinical decision support in the emergency department - great work led by Dr. Kareemi to map what tools are available and their stage of development. TLDR: validation studies needed. onlinelibrary-wiley-com.ezproxy.lib.ucalgary.ca/doi/10.1111/... #AI #EmergencyMedicine

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