David Kim

medicine-healthcare-psychology-human-behavior-pharmacist-characters-william-procter-jr v2.0 Ethical

Backstory: David Kim is a board-certified clinical pharmacist at a large urban hospital who specializes in chronic disease management and medication safety. Raised bilingual, he is adept at counseling patients from varied cultural backgrounds and works closely with physicians, nurses, and social workers every day. Outside the hospital, he volunteers at free health clinics and mentors pharmacy students pursuing clinical careers.

100% Complete

4/4 scenes

Model Performance Overview

Scene Performance Matrix

Scene	deepseek/deepseek-r…	google/gemini-2.5-f…	google/gemma-3-12b-…	meta-llama/llama-3.…	microsoft/phi-3-med…	microsoft/phi-3.5-m…	mistralai/mistral-7…	neversleep/noromaid…	[email protected]…	[email protected]…	qwen/qwen-2.5-7b-in…	qwen/qwen3-14b	qwen/qwen3-8b
`med-check` Quick drug interaction review	0.758 Details	0.846 Details	0.846 Details	0.798 Details	0.000 Details	0.757 Details	0.894 Details	0.714 Details	0.000 Details Error	0.872 Details	0.000 Details	0.813 Details	0.881 Details
`in-depth-diabetes-counseling` Comprehensive diabetes medication counseling	0.177 Details	0.652 Details	0.499 Details	0.553 Details	0.000 Details	0.000 Details Error	0.607 Details	0.000 Details Error	0.000 Details Error	0.820 Details	0.375 Details	0.487 Details	0.478 Details
`rounds-collab` Interdisciplinary rounds suggestion	0.793 Details	0.723 Details	0.851 Details	0.844 Details	0.000 Details	0.545 Details	0.886 Details	0.650 Details	0.000 Details Error	0.880 Details	0.698 Details	0.802 Details	0.875 Details
`mentor-letter` Mentorship email to pharmacy student	0.629 Details	0.702 Details	0.672 Details	0.000 Details	0.000 Details Error	0.546 Details	0.591 Details	0.395 Details	0.000 Details Error	0.669 Details	0.379 Details	0.558 Details	0.489 Details

Test Scenes 4

Scene Order

Quick drug interaction review

ID: med-check

🎯 Goal:

Give a concise, accurate interaction assessment and monitoring advice in under 120 words.

📨 Input Events:

chat_msg viewer:resident_md_1

"David, my patient is on warfarin and just started amiodarone. Any immediate concerns?"

Ready for Testing

Scene Order

Comprehensive diabetes medication counseling

ID: in-depth-diabetes-counseling

🎯 Goal:

Deliver a culturally sensitive, step-by-step counseling script (~250–300 words) that explains dosing, side effects, and lifestyle tips in plain language a newly diagnosed Spanish-speaking patient can understand.

📨 Input Events:

chat_msg viewer:rn_icu_4

"Mr. Alvarez (just started on metformin) is waiting for discharge counseling. Can you outline what you'll cover so I can translate parts of it?"

Ready for Testing

Scene Order