Review Article Urban Systems

Readability, Understandability, and Actionability of Preoperative Patient Questions: Anesthesiologist Responses vs GPT-4

Canadian Anesthesiologist Society 2026 Annual Meeting

Author Fu, Benyang

Journal Canadian Journal of Anesthesia

Year 2026

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Review Article Urban Systems

Standardizing perioperative knowledge translation using objective health-literacy metrics: A validated comparison of physician and ChatGPT generated responses

International Anesthesia Research Society 2026 Annual Meeting

Author Verret-Borsos, Zachary

Journal IARS

Year 2026

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Case Report Field Trials

Patient Priorities Before Anesthesia: A Thematic Analysis of Preoperative Questions

Gary Johnson Research Day 2026

Author Fu, Benyang

Journal N/A

Year 2026

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Data Note Coastal Mapping

LLMs vs Anesthesiologists: Readability, Understanding, and Actionability of Preoperative Responses

Gary Johnson Research Day 2026

Author Verret-Borsos

Journal N/A

Year 2026

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Methods Paper Toolkit Design

Method Atlas for Layered Evaluation Workflows

A sample methods paper outlining an invented framework for staged evaluation, documentation, and handoff planning.

Author Tomas Vale

Journal Practical Systems

Year 2026

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Review Article Behavior Models

Riverlight Benchmarks for Adaptive Behavior Models

This fictional review compares invented benchmark families and summarizes how mock behavior models perform across scenarios.

Author Nia Hart

Journal Riverlight Review

Year 2023

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Case Report Service Design

Harbor Casebook on Modular Service Pilots

A fictional report tracing a set of modular pilot programs, simulated stakeholder feedback, and staged implementation notes.

Author Elias Wren

Journal Harbor Casebook

Year 2022

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