• Attending Physicians Prioritize Efficiency Over Pimping: Attendings generally do not “pimp” residents unnecessarily; if a resident demonstrates strong clinical reasoning in discussions, rounds are

Bullet points go at top of article:  Growing EMR Burden on Physicians: Administrative and regulatory documentation tasks, once handled by supplementary staff, are increasingly pushed

PHRASEFIRE Our platform allows licensed physicians to save, share and recall medical knowledge rapidly within the physician workflow. OUR APPROACH Rapid and shareable access to

1. High Volume and Risk: Physicians input 50-70 orders per inpatient, totaling over 50,000 annually for many hospitalists. Despite EMR support, this workload increases error

Before we even start work, physicians now have to do setup to the workplace itself. Please see the following example of the physician’s mental bandwidth

Challenges in Physician Workflow: While physician workflows have generally evolved to benefit patients and providers, unexpected challenges—such as excessive time on EMRs versus patient interaction—contribute

Burnout and medical errors: Physician burnout from long hours and administrative tasks cause preventable medical errors. EMR and LLM challenges: EMRs while useful, demand extra

Phrasefire is a customizable platform made by physicians to ameliorate our workflow. We’ve called it a tiny language model. Designed for maximum ease of use

     With a robot there is no compassion, no human interaction, no kindness—all things that human physicians can bring to the physician-patient interaction. In