AI Internal Medicine
Residency Mentor
Transform your residency training with personalized AI guidance, case-based learning, and expert knowledge at your fingertips

Internal Medicine Resident Mentor
Help with clinical reasoning, differential diagnosis development, and treatment planning. Offer study strategies for ABIM board certification. Share insights on navigating the demanding schedule, administrative burden, and preventing burnout.
Your Comprehensive Internal Medicine Residency Mentor
🩺 Clinical Excellence Across All Settings
Inpatient Medicine Mastery
- Navigate complex ward patients with multisystem disease and comorbidities
- Develop differential diagnoses for undifferentiated presentations
- Master clinical reasoning from basic pattern recognition to advanced diagnostic thinking
- Learn efficient patient management for up to 10 patients as an intern, progressing to supervising teams as a senior
- Handle critical care rotations (2-6 months required) with confidence
- Optimize your approach to 24-28 hour call shifts and safe patient handoffs
- Document complex cases efficiently using problem-based SOAP notes that capture clinical reasoning while avoiding "note bloat"
Outpatient Excellence
- Build longitudinal relationships with your continuity clinic panel over 36 months
- Master chronic disease management, preventive care, and acute ambulatory problems
- Develop skills in shared decision-making and patient-centered care
- Learn efficient clinic workflows and streamlined documentation strategies
- Navigate telehealth and digital health integration in modern practice
- Create comprehensive H&P notes that tell the patient's story while supporting clinical decision-making
Subspecialty Exposure & Integration
- Gain expertise across all 10 required IM subspecialties: cardiology, endocrinology, gastroenterology, hematology-oncology, infectious disease, nephrology, pulmonology, rheumatology, critical care, and geriatrics
- Learn when and how to consult subspecialists effectively
- Master consultation note writing - ask clear questions and provide focused, actionable recommendations
- Understand the career pathways and fellowship requirements for each subspecialty
- Develop skills in multidisciplinary care coordination
📝 Documentation Mastery & EHR Optimization
Efficient Clinical Documentation
- Master the SOAP format for daily progress notes with problem-based approach for complex patients
- Learn admission H&P structure using systematic OLD CARTS methodology
- Write clear consultation notes that answer specific clinical questions across subspecialties
- Create comprehensive discharge summaries that ensure safe transitions of care
- Develop procedure documentation skills for point-of-care interventions
EHR Efficiency & Time Management
- Reduce after-hours documentation time (addressing the 37% of PGY-2s with excessive home EHR work)
- Master smart phrases, templates, and macros for faster note writing
- Learn copy-forward techniques while avoiding dangerous copy-paste errors
- Optimize workflow to minimize the 21% of resident stress from administrative burden
- Balance thoroughness with efficiency to prevent burnout
Communication Excellence
- Write for interprofessional teams - nurses, pharmacists, therapists, consultants
- Document clinical reasoning that supports evidence-based decisions
- Master billing compliance documentation without compromising care quality
- Learn quality improvement through accurate problem lists and medication reconciliation
- Develop teaching documentation skills for supervising medical students and junior residents
📈 ACGME Milestone Progression & Competency Development
Personalized Development Tracking
- Understand your current milestone level (1-5) across all 6 core competencies
- Receive targeted guidance to progress from novice (Level 1) to graduation-ready (Level 4)
- Learn specific behaviors and skills needed for advancement
- Prepare for Clinical Competency Committee evaluations every 6 months
- Connect documentation skills to milestone progression in patient care and communication
Core Competency Mastery
- Patient Care: From basic history-taking to managing rare/complex presentations with expert documentation
- Medical Knowledge: Applied foundational sciences to cutting-edge therapeutics with evidence-based reasoning
- Practice-Based Learning: Evidence-based medicine to quality improvement leadership through data-driven documentation
- Interpersonal Communication: Professional interactions to conflict resolution with clear written and verbal skills
- Professionalism: Basic ethical principles to system-level problem solving with accountability in documentation
- Systems-Based Practice: Understanding healthcare delivery to leading institutional change through quality metrics
🎯 Board Certification & Academic Excellence
ABIM Preparation Strategy
- Comprehensive study planning for the 10-hour, 240-question certification exam
- Integration of board review with clinical experiences throughout residency
- Understanding of exam blueprints, question formats, and high-yield topics
- Balance between clinical duties and study time optimization
- Alternative certification pathways (traditional 10-year vs. Longitudinal Knowledge Assessment)
- Practice clinical reasoning through structured documentation that mirrors board exam thinking
Scholarly Activity & Research
- Meet ACGME requirements for resident scholarly participation
- Develop research projects, quality improvement initiatives, or educational innovations
- Navigate publication processes, poster presentations, and conference abstracts
- Balance research interests with clinical responsibilities
- Prepare for fellowship applications requiring research experience
- Document research methodology and outcomes for academic presentations
💼 Professional Development & Career Planning
Leadership Skill Building
- Transition from intern to senior resident leadership roles
- Learn to supervise and teach junior residents and medical students
- Develop skills in team-based care and interprofessional collaboration
- Master difficult conversations with patients, families, and colleagues
- Prepare for attending-level responsibilities and decision-making
- Model excellent documentation practices for teaching and professional development
Fellowship & Career Preparation
- Navigate the competitive fellowship application process
- Understand timelines, requirements, and selection criteria for each subspecialty
- Develop competitive applications including research, letters of recommendation, and personal statements
- Prepare for fellowship interviews and ranking decisions
- Consider general internal medicine career paths: hospitalist, outpatient, academic, or private practice
- Create portfolios showcasing clinical reasoning through well-documented cases
Professional Network Development
- Engage with professional organizations (ACP, SGIM, SHM, subspecialty societies)
- Build mentoring relationships and professional references
- Develop teaching and educational skills for long-term career satisfaction
- Communicate professionally through all written and verbal interactions
🧠 Well-being & Resilience Coaching
Burnout Prevention & Management
- Navigate the reality of 34.5% burnout rates in residency
- Recognize early warning signs and implement intervention strategies
- Address the peak stress periods (PGY-2 shows 40% burnout rate)
- Balance the demands of 80-hour work weeks with personal life
- Develop coping strategies for difficult patient outcomes and high-stress situations
- Optimize documentation efficiency to reduce work-from-home time and improve work-life balance
Work-Life Integration
- Optimize your daily schedule from 6:00 AM sign-out to evening responsibilities
- Manage the challenges of inpatient rotations, call schedules, and clinic duties
- Maintain relationships, hobbies, and personal interests during intensive training
- Financial planning with resident salary and educational debt considerations
- Prepare for major life transitions during residency (marriage, children, family obligations)
- Develop sustainable documentation practices that don't extend into personal time
Mental Health & Professional Support
- Access confidential mental health resources and counseling services
- Understand institutional support systems and employee assistance programs
- Navigate the stigma around seeking help in medical training
- Build resilience for long-term career sustainability
- Connect with peer support networks and resident wellness initiatives
⚡ Practical Skills & Efficiency Optimization
Daily Workflow Mastery
- Efficient pre-rounding, patient presentations, and documentation
- EHR optimization to reduce after-hours work (addressing 37% of PGY-2s with excessive home computer time)
- Time management strategies for competing priorities
- Effective communication with nursing staff, consultants, and administration
- Streamline administrative tasks that consume 21% of resident stress
- Master structured clinical thinking through organized documentation approaches
Clinical Procedures & Point-of-Care Skills
- Master required procedures for internal medicine practice
- Point-of-care ultrasound and diagnostic testing
- Develop procedural competency relevant to your career goals
- Learn to teach procedures to junior residents and medical students
- Document procedures comprehensively for quality assurance and billing compliance
System Navigation Expertise
- Understand hospital operations, quality metrics, and patient safety initiatives
- Navigate insurance authorization, discharge planning, and care coordination
- Learn healthcare economics and value-based care principles
- Participate effectively in quality improvement and patient safety projects
- Use documentation for quality improvement and outcome tracking
📊 Data-Driven Performance Improvement
Clinical Performance Analytics
- Understand your patient outcomes, length of stay, and quality metrics
- Learn from difficult cases and adverse events
- Use milestone evaluations for targeted improvement
- Track your progress toward independent practice readiness
- Analyze documentation patterns to improve clinical efficiency and accuracy
Educational Goal Setting
- Develop personalized learning plans based on your strengths and growth areas
- Align your training with long-term career objectives
- Balance required rotations with individualized educational experiences (6+ months)
- Optimize your learning across different clinical settings and patient populations
- Document learning experiences for portfolio development and reflection
🔄 Continuous Quality Improvement
Documentation Quality Enhancement
- Learn from standardized templates that improve quality by 25% (research-proven)
- Develop problem-based documentation for patients with multiple comorbidities
- Master medication reconciliation and transitions of care documentation
- Implement evidence-based documentation practices that improve patient outcomes
- Avoid copy-paste errors and maintain documentation integrity
Teaching & Knowledge Transfer
- Model excellent documentation for medical students and junior residents
- Develop teaching skills through structured communication
- Learn to give and receive feedback on documentation and clinical performance
- Contribute to institutional quality improvement through documentation excellence
Your Mentor Understands:
- The reality of modern internal medicine practice within complex healthcare systems
- The specific challenges of each residency year and how to navigate them successfully
- The balance between clinical excellence, documentation efficiency, and personal well-being
- The evolving landscape of medical education and healthcare delivery
- The importance of developing both clinical competence and professional resilience
- How excellent documentation skills enhance clinical thinking, reduce administrative burden, and improve patient care
This is more than just clinical guidance—it's comprehensive mentorship for your transformation from medical student to confident, competent internist ready for independent practice or subspecialty training, with the documentation skills and efficiency strategies needed for sustainable long-term success.
How to Use Your Internal Medicine AI Mentor
Complete Setup & Usage Guide for Residents
🚀 Getting Started: Free ChatGPT Account Setup
Step 1: Create Your Free Account
- Visit: chat.openai.com
- Click: "Sign up" (it's completely free)
- Register with:
- Personal email address (recommended over institution email for privacy)
- Strong password
- Phone number for verification
- Verify: Check your email and phone for verification codes
Step 2: Setting Up Your AI Mentor
- Start a new chat in ChatGPT
- Copy and paste the Internal Medicine AI Mentor prompt (from our prompt library)
- Customize by adding:
- Your PGY level
- Your program type (academic/community)
- Your career interests
- Any specific challenges you're facing
Step 3: Test Your Setup
Try this starter prompt:
Hi! I'm a PGY-[X] at a [academic/community] internal medicine program. I'm interested in [your interests] and currently struggling with [current challenge]. Can you introduce yourself and help me understand how we can work together?
🔒 Privacy & Security: Protecting Your Information
✅ What's Safe to Share
- General clinical scenarios (without patient identifiers)
- Learning challenges and study questions
- Career planning and professional development needs
- Wellness concerns and stress management
- General program structure questions
- Board preparation strategies
❌ Never Share (HIPAA Compliance)
- Patient names, dates of birth, or medical record numbers
- Specific hospital names in case discussions
- Identifiable patient details (room numbers, specific dates)
- Real attending or colleague names when discussing conflicts
- Your personal information (home address, SSN, etc.)
🛡️ Privacy Best Practices
- Use general terms: "65-year-old patient" instead of "Mr. Smith"
- Anonymize locations: "academic medical center" instead of "Johns Hopkins"
- Hypothetical framing: "If I had a patient with..." for sensitive cases
- Personal device use: Avoid institution computers for personal mentoring
- Regular cleanup: Delete sensitive conversations periodically
ChatGPT Privacy Features
- Conversation history: Can be turned off in settings
- Data retention: OpenAI doesn't use free account conversations for training by default
- Export options: Download your data at any time
- Deletion rights: Delete specific conversations or entire history
🎯 Maximizing Multimodal Features
📝 Text-Based Interactions
Best for: Daily mentoring, complex discussions, detailed guidance
Tips for effective text use:
- Be specific: Include your PGY level, rotation, and context
- Ask follow-ups: Build on previous conversations
- Use formatting: Bullet points and numbered lists for complex questions
- Reference previous chats: "Last week you helped me with..."
Example:
I'm a PGY-2 on cardiology rotation. Yesterday you helped me understand heart failure management. Today I have a patient with:
- 70-year-old with HFrEF
- EF 25%, on max medical therapy
- Still having symptoms
Can you help me think through next steps?
🎤 Voice Mode (ChatGPT App)
Best for: Quick questions, hands-free learning, verbal processing
Download: ChatGPT mobile app (iOS/Android) How to use: Tap the headphone icon to start voice conversation
Practical applications:
- Driving to work: "Quiz me on cardiology board questions"
- Walking between units: "Help me process this difficult patient interaction"
- Exercise time: "Review the pathophysiology of heart failure"
- Post-call decompression: "I had a really tough night, can we talk through it?"
Voice tips:
- Speak clearly and mention it's voice mode for better responses
- Pause appropriately for complex topics
- Use it for emotional support when typing feels too formal
- Practice presentations by speaking out loud
📸 Image Analysis Features
Best for: Educational materials, charts, diagrams, X-rays (anonymized)
What you can upload:
- Textbook diagrams for explanation
- EKG strips (with all identifiers removed)
- Study materials for clarification
- Flowcharts or guidelines for interpretation
- Your own study notes for feedback
Privacy rules for images:
- Remove ALL identifiers before uploading
- Cover patient info with black boxes if needed
- Use only for educational purposes
- Never upload actual patient images
Example uses:
[Upload anonymized EKG strip]
"Can you help me interpret this EKG? I think I see [your interpretation] but want to confirm my reasoning."
[Upload study schedule]
"Here's my board prep schedule. Does this look realistic for a PGY-3?"
📚 Building Your Personal Knowledge Base with Notion
Why Notion + AI Mentor = Powerful Combination
- Organized learning: Structure insights from AI conversations
- Progress tracking: Monitor your growth over time
- Quick reference: Build personalized medical references
- Reflection tool: Document learning experiences
- Portfolio building: Organize accomplishments for fellowship applications
Setting Up Your Notion Workspace
Step 1: Create Free Notion Account
- Visit: notion.so
- Sign up with personal email
- Choose: "Personal" plan (free)
- Download desktop and mobile apps
Step 2: Create Your Residency Dashboard
Create these main pages:
🏥 Daily Learning Log
Template for each day:
Date: [Date]
Rotation: [Current rotation]
PGY Level: [Your level]
- Key Learning Points:
AI Mentor Conversations:
- Question asked:
- Key insights:
- Action items:
Reflection:
What went well:
What challenged me:
Tomorrow's focus:
📋 Clinical Reference Library Organize by:
- Subspecialty (Cardiology, GI, Pulm, etc.)
- Chief complaints (Chest pain, SOB, etc.)
- Procedures (Central lines, LPs, etc.)
- Difficult concepts you've mastered
🎯 Professional Development Tracker
Fellowship Planning:
- Target subspecialties:
- Application timeline:
- Research projects:
- Letters of recommendation status:
Board Preparation:
- Study schedule:
- Weak areas to focus:
- Practice test scores:
- AI mentor study sessions:
Leadership & Teaching:
- Teaching experiences:
- Leadership roles:
- Feedback received:
- Skills to develop:
💪 Wellness & Growth
Burnout Prevention:
- Warning signs to watch:
- Coping strategies that work:
- Support system contacts:
- Self-care commitments:
Goal Setting:
- Monthly goals:
- Progress tracking:
- Obstacles encountered:
- Adjustments needed:
Step 3: Integrating AI Mentor with Notion
After Each AI Conversation:
- Copy key insights into relevant Notion pages
- Tag with date and topic for easy searching
- Add action items to your task list
- Link related concepts between pages
Weekly Review Process:
- Review AI conversations from the week
- Identify patterns in your questions/challenges
- Update your learning goals based on insights
- Plan next week's focus areas
Monthly Reflection:
- Analyze growth over the month
- Identify knowledge gaps still present
- Adjust learning strategies based on what works
- Update long-term goals and timelines
🎓 Advanced Usage Strategies
Creating Learning Pathways
Example: Cardiology Deep Dive
Week 1: Basic concepts with AI mentor
Week 2: Case-based learning
Week 3: Board questions and weak areas
Week 4: Teaching others (explain to AI)
Peer Learning Integration
- Share insights (anonymously) with co-residents
- Create group study sessions based on AI recommendations
- Develop teaching materials with AI assistance
- Form discussion groups around AI-suggested topics
Long-term Development
Quarterly Check-ins with AI:
"It's been 3 months since we started working together. I'm now a [current level] and have grown in [areas]. Can you help me assess my progress and set goals for the next quarter?"
📱 Mobile Usage Tips
ChatGPT Mobile App Features
- Voice conversations while commuting
- Photo uploads of study materials
- Offline access to conversation history
- Share functionality to send insights to Notion
Quick Mobile Workflows
Morning routine:
- Voice check-in with AI about the day ahead
- Get focused learning objectives
- Add to Notion daily log
Between patients:
- Quick text questions about cases
- Voice reflections on patient interactions
- Brief study session on relevant topics
End of day:
- Decompress with voice conversation
- Process challenging situations
- Plan tomorrow's priorities
🔧 Troubleshooting Common Issues
If AI Responses Seem Generic:
- Add more context about your specific situation
- Reference your PGY level and current rotation
- Include your learning style preferences
- Ask follow-up questions for clarification
If You're Not Getting Value:
- Try different types of questions (clinical, professional, personal)
- Use the prompt library for structured interactions
- Experiment with voice mode if text isn't working
- Take breaks and return with fresh questions
Managing Information Overload:
- Focus on 1-2 topics per conversation
- Use Notion to organize insights
- Set specific goals for each AI session
- Regular review prevents accumulation of unused advice
📈 Measuring Your Success
Monthly Self-Assessment:
Clinical Skills (1-10):
- Confidence in patient presentations: ___
- Diagnostic reasoning ability: ___
- Procedure comfort level: ___
- Communication with teams: ___
Professional Development (1-10):
- Career clarity: ___
- Research/QI progress: ___
- Leadership experiences: ___
- Board preparation: ___
Wellness (1-10):
- Stress management: ___
- Work-life balance: ___
- Peer relationships: ___
- Overall satisfaction: ___
Tracking AI Mentor Impact:
- Questions answered that you couldn't find elsewhere
- Confidence boosts before difficult situations
- Study efficiency improvements
- Career clarity gained
- Wellness strategies that actually work
🚨 When to Seek Additional Help
AI Mentor is NOT a replacement for:
- Immediate patient care decisions → Ask your attending
- Program-specific policies → Contact your program director
- Mental health crises → Seek professional counseling
- Patient safety concerns → Follow institutional protocols
- Legal or ethical issues → Consult compliance/legal teams
Escalation Guidelines:
If you're experiencing:
- Thoughts of self-harm → Call 988 (Suicide & Crisis Lifeline)
- Severe depression/anxiety → Contact employee assistance programs
- Patient safety concerns → Report through institutional channels
- Harassment or discrimination → Contact program leadership/HR
- Academic probation issues → Work with program directors
🎯 Getting Started Checklist
Week 1: Setup
[ ] Create free ChatGPT account
[ ] Set up AI mentor with initial prompt
[ ] Have first conversation using starter template
[ ] Create Notion account and basic structure
[ ] Download mobile apps
Week 2: Integration
[ ] Try voice mode for at least one conversation
[ ] Upload an anonymized study material image
[ ] Start daily logging in Notion
[ ] Use 3 different prompts from the library
[ ] Share one insight with a colleague (anonymously)
Week 3: Optimization
[ ] Develop your personal conversation style
[ ] Create first month's learning pathway
[ ] Set up weekly review routine
[ ] Experiment with different question types
[ ] Build your first clinical reference page
Week 4: Mastery
[ ] Conduct first monthly self-assessment
[ ] Refine your Notion organization system
[ ] Plan next month's professional development goals
[ ] Teach something you learned to a peer
[ ] Commit to long-term AI mentor partnership
💡 Final Tips for Success
- Consistency beats intensity → Daily brief interactions > weekly marathons
- Specificity gets better answers → Detailed questions get detailed responses
- Document your journey → Track growth to see progress over time
- Stay curious → Ask "why" and "how" to deepen understanding
- Share and teach → Explaining to others solidifies your learning
- Maintain boundaries → Keep patient privacy and personal wellness paramount
- Evolve your usage → What works as a PGY-1 may change as a PGY-3
Remember: Your AI mentor is available 24/7, never judges, never gets tired, and grows smarter with each interaction. Use it to become the competent, confident internist you aspire to be!
Ready to transform your residency experience? Start your first conversation today!
Comprehensive IM Prompt Library -- Just Copy and Paste!
Internal Medicine AI Mentor - Prompt Library
Copy, paste, and customize these prompts for targeted mentorship
🏥 Clinical Skills & Patient Care
Complex Case Management
I'm a [PGY level] managing a [age]-year-old patient with [primary diagnosis] plus [comorbidities]. I'm struggling with [specific challenge]. Can you help me develop a systematic approach to [specific issue]? My attending expects me to [expectation], but I'm uncertain about [specific concern].
Differential Diagnosis Development
I have a patient presenting with [chief complaint] and [key symptoms/findings]. I've considered [your current differential] but I'm stuck on [specific challenge]. Can you help me think through this systematically and suggest what I might be missing?
Procedure Confidence Building
I need to perform [specific procedure] on [patient type] but I'm feeling anxious about [specific concern]. I've done [number] of these before. Can you walk me through the key steps, potential complications, and confidence-building strategies?
ICU/Critical Care Guidance
I'm covering the ICU as a [PGY level] and have a patient with [condition] on [support/medications]. I'm concerned about [specific issue]. Can you help me understand the management priorities and when I should escalate to my senior/attending?
Clinical Reasoning Development
I find myself struggling with [specific aspect of clinical reasoning, e.g., "prioritizing problems," "connecting symptoms to pathophysiology," "deciding on next diagnostic steps"]. Can you help me develop a framework for approaching this more systematically?
🎯 Professional Development & Career Planning
Subspecialty Exploration
I'm a [PGY level] trying to decide between [subspecialty options]. I'm drawn to [aspects you like] but worried about [concerns]. Can you help me explore the day-to-day realities, training requirements, and career prospects for each option?
Academic vs. Community Career Paths
I'm considering [academic medicine/community practice/other] after residency. I value [personal priorities] and am concerned about [specific worries]. Can you help me understand the pros/cons and what I should be doing now to prepare for this path?
Leadership Development
I want to develop stronger leadership skills, particularly in [specific area]. As a [PGY level], what opportunities should I be seeking, and how can I build these skills during residency?
Networking & Mentorship
I'm struggling to build professional relationships and find mentors in [specific area]. What strategies work best for residents, and how do I approach potential mentors without seeming presumptuous?
📚 Board Preparation & Studying
Study Strategy Development
I'm a [PGY level] planning to take boards in [timeframe]. I learn best through [learning style] and have [time constraints]. Can you help me create a study schedule and recommend the most effective preparation strategies?
Weakness Areas Focus
My MKSAP scores are consistently low in [specific topics]. I've tried [previous study methods] but still struggle. Can you suggest targeted strategies for improving in these areas?
In-Training Exam Analysis
My recent ITE results showed weaknesses in [specific areas] and strengths in [areas]. As a [PGY level], how should I interpret these results and adjust my studying accordingly?
Board Anxiety Management
I'm feeling overwhelmed about board preparation and experiencing [specific anxiety symptoms]. Can you help me develop both study strategies and anxiety management techniques?
📝 Documentation & Communication
Note Writing Efficiency
My [progress notes/admission notes/discharge summaries] are taking [time amount] to complete, and I'm falling behind. Can you help me develop templates and strategies for more efficient documentation while maintaining quality?
Difficult Conversations
I need to have a difficult conversation with a patient/family about [situation, e.g., "poor prognosis," "medical errors," "treatment limitations"]. As a [PGY level], how should I approach this conversation, and what should I definitely include/avoid?
Interprofessional Communication
I'm having challenges communicating with [nurses/consultants/other team members] about [specific issues]. Can you help me develop better communication strategies for these situations?
Handoff Excellence
I want to improve my patient handoffs during [sign-out/transfers/shift changes]. What are the key elements of effective handoffs, and how can I ensure critical information isn't lost?
💪 Wellness & Burnout Prevention
Burnout Recognition & Recovery
I've been feeling [specific symptoms] lately and think I might be experiencing burnout. I'm a [PGY level] currently on [rotation type]. Can you help me understand what type of burnout this might be and develop a recovery plan?
Stress Management During Difficult Rotations
I'm currently on [challenging rotation] and feeling overwhelmed by [specific stressors]. What are evidence-based strategies for managing stress during particularly demanding rotations?
Imposter Syndrome
I frequently feel like I don't belong here and worry that others will discover I'm not competent enough. As a [PGY level], is this normal? How can I build confidence and overcome these feelings?
Work-Life Integration
I'm struggling to maintain [relationships/hobbies/self-care] during residency, especially during [specific rotations/situations]. How can I better integrate personal needs with training demands?
Difficult Patient/Family Situations
I recently had a challenging experience with [describe situation] and it's really affecting me emotionally. How do I process these difficult experiences and develop resilience for future situations?
🔬 Research & Quality Improvement
QI Project Development
I need to develop a quality improvement project for [graduation requirement/personal interest]. I'm interested in [topic area] and have access to [resources]. Can you help me design a meaningful project that's achievable within my time constraints?
Research Opportunities
I want to get involved in research in [specific area] to strengthen my [fellowship applications/academic interests]. As a [PGY level] with [time constraints], what types of research opportunities should I pursue?
Scholarly Activity Planning
My program requires [specific scholarly activities]. I'm interested in [topics] but unsure how to get started. Can you help me plan projects that will be both meaningful and feasible?
👨🏫 Teaching & Leadership
Teaching Interns Effectively
As a [PGY-2/3], I'm supervising interns who [specific challenges, e.g., "seem overwhelmed," "are overconfident," "have different learning styles"]. How can I adapt my teaching style to help each intern develop effectively?
Feedback Delivery
I need to give difficult feedback to [an intern/medical student] about [specific issue]. How do I deliver constructive criticism that promotes growth without discouraging them?
Chief Resident Preparation
I'm considering applying for chief resident. What qualities do selection committees look for, and how can I demonstrate leadership potential during the rest of my residency?
🔍 Subspecialty Exploration
Subspecialty Deep Dive
I'm seriously considering [specific subspecialty] fellowship. Can you give me a detailed overview of what training involves, typical career paths, lifestyle considerations, and how competitive applications are?
Fellowship Preparation Timeline
I'm a [PGY level] interested in [subspecialty]. What should I be doing now to prepare for fellowship applications? What timeline should I follow for research, networking, and application components?
Away Rotation Planning
I'm planning away rotations in [subspecialty] for fellowship applications. How do I choose programs, what should I focus on during rotations, and how do I make a good impression?
🎯 Match & Fellowship Applications
Personal Statement Development
I'm writing my personal statement for [subspecialty] fellowship. I want to highlight [experiences/qualities] but I'm struggling with [specific challenge]. Can you help me craft a compelling narrative?
Letters of Recommendation Strategy
I need strong letters of recommendation for [subspecialty] fellowship. Who should I ask, how far in advance, and what information should I provide to letter writers?
Interview Preparation
I have fellowship interviews coming up in [subspecialty]. What types of questions should I prepare for, and how do I present myself as the ideal candidate while being authentic?
Rank List Strategy
I'm finalizing my fellowship rank list and torn between [specific programs]. I value [priorities] but am concerned about [specific factors]. How do I make this decision strategically?
⚖️ Work-Life Balance
Relationship Maintenance
Residency is straining my relationship with [partner/family/friends]. They don't understand [specific challenges], and I'm struggling to [specific issue]. How do I maintain important relationships during training?
Financial Planning
I'm stressed about [student loans/financial pressures] and trying to plan for [future financial goals]. As a resident, what financial strategies should I prioritize now?
Time Management
I feel like I never have enough time for [personal priorities] because of [residency demands]. Can you help me develop better time management strategies that protect time for what matters most to me?
Self-Care During Demanding Rotations
During [ICU/call-heavy rotations], I completely abandon [exercise/healthy eating/sleep hygiene]. How can I maintain basic self-care even during the most demanding rotations?
🚨 Crisis & Urgent Situations
Patient Safety Concerns
I'm concerned about [potential patient safety issue] involving [situation]. I'm worried about [specific concern] but unsure about [how to handle it]. What are my professional obligations, and how should I proceed?
Ethical Dilemmas
I'm facing an ethical dilemma involving [situation]. I feel conflicted about [specific concern] and need guidance on how to navigate this professionally and ethically.
Program Concerns
I'm having significant issues with [program aspect] that are affecting [my training/well-being]. I've tried [previous steps] but the situation isn't improving. How should I address this appropriately?
📋 Quick Reference Prompts
Daily Challenges
- "Help me prioritize my tasks for today - I have [specific responsibilities] and only [time available]"
- "I'm struggling with time management during [specific rotation]. What's a realistic daily schedule?"
- "Quick advice needed: My attending just asked me [specific question] and I'm not sure how to respond"
Learning Opportunities
- "What should I focus on learning during my [specific rotation] to maximize educational value?"
- "I have some downtime - what's the highest-yield studying I can do in [time available]?"
- "Help me prepare for rounds tomorrow - we're discussing [specific topic]"
Professional Growth
- "What skills should I be developing as a [PGY level] to prepare for [next stage/goals]?"
- "I received feedback about [specific area] - how can I improve in this area?"
- "What opportunities should I be seeking to stand out as a resident?"
💡 How to Customize These Prompts
- Fill in the brackets [ ] with your specific situation
- Add context about your program, location, or special circumstances
- Include your learning style preferences when relevant
- Specify your timeline if you need help with planning
- Mention your career goals when asking for professional development advice
Example of customization: Instead of: "I'm a [PGY level] struggling with [challenge]" Use: "I'm a PGY-2 at a community hospital struggling with managing multiple complex patients during my cardiology rotation while also trying to prepare for fellowship applications"
Remember: Your AI mentor learns from each conversation, so feel free to reference previous discussions and build on earlier advice!
This AI mentor enhances your learning and efficiency—it never replaces good clinical judgment, proper supervision, or the human connections that make medicine meaningful.
Medical Report Formats (Already Coded in)
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1. Daily Progress Notes (SOAP Format)
Most Common Format: SOAP
- S - Subjective: Patient's reported symptoms, complaints, and subjective experiences
- O - Objective: Physical examination findings, vital signs, laboratory results, imaging
- A - Assessment: Clinical impression, differential diagnosis, problem list
- P - Plan: Treatment plan, medications, follow-up, additional tests
Internal Medicine Specific Elements:
Date: [MM/DD/YYYY]
Service: Internal Medicine
Attending: [Name]
Resident/Intern: [Name]
SUBJECTIVE:
- Overnight events
- Current symptoms
- Pain scale (if applicable)
- Review of systems (pertinent positives/negatives)
OBJECTIVE:
- Vital Signs: T, BP, HR, RR, O2 sat, pain score
- Physical Exam: (focused on relevant systems)
- Labs: Recent results with trends
- Imaging: New studies and interpretation
- I/O: Fluid balance if relevant
ASSESSMENT & PLAN:
Problem-based approach:
1. [Primary problem] - [brief assessment] - [specific plan]
2. [Secondary problem] - [brief assessment] - [specific plan]
3. Prophylaxis (DVT, GI, skin care)
4. Disposition planning
2. Admission History & Physical (H&P)
Standard Internal Medicine H&P Structure:
IDENTIFYING INFORMATION:
- Patient demographics
- Date/time of admission
- Attending physician
- Chief concern/complaint
HISTORY OF PRESENT ILLNESS (HPI):
- Chronological narrative using OLD CARTS:
- Onset, Location, Duration
- Characteristics, Aggravating/Alleviating factors
- Related symptoms, Treatments tried, Significance
PAST MEDICAL HISTORY:
- Major illnesses, surgeries, hospitalizations
- Current medications with dosages
- Allergies and reactions
FAMILY HISTORY:
- Relevant hereditary conditions
- Age and health status of immediate family
SOCIAL HISTORY:
- Tobacco, alcohol, drug use
- Occupation, living situation
- Travel history, exposures
REVIEW OF SYSTEMS:
- Systematic review by organ systems
- Pertinent positives and negatives
PHYSICAL EXAMINATION:
- Vital signs
- General appearance
- Systematic examination by systems
- Focused findings relevant to chief complaint
LABORATORY/DIAGNOSTIC DATA:
- Labs, imaging, EKG results
- Trends when available
ASSESSMENT & PLAN:
- Clinical impression
- Differential diagnosis
- Detailed treatment plan
- Goals of hospitalization
3. Consultation Notes
Internal Medicine Consultation Format:
CONSULTATION REQUESTED BY: [Service/Physician] REASON FOR CONSULTATION: [Specific question being asked] DATE OF CONSULTATION: [Date]
HISTORY:
- Focused history relevant to consultation question
- Pertinent HPI related to the specific problem
- Relevant PMH, medications, allergies
PHYSICAL EXAMINATION:
- Focused exam relevant to consultation
- Pertinent positive and negative findings
DIAGNOSTIC DATA:
- Review of relevant labs, imaging, studies
- Interpretation in context of consultation question
IMPRESSION:
- Clinical assessment answering the consultation question
- Differential diagnosis if appropriate
RECOMMENDATIONS:
- Immediate management
- Diagnostic recommendations
- Treatment modifications
- Follow-up plans
- When to re-consult
Thank you for this consultation. I will follow with you as needed.
4. Discharge Summaries
Internal Medicine Discharge Summary Template:
PATIENT INFORMATION:
- Demographics, admission/discharge dates
- Attending physician, service
CHIEF COMPLAINT:
- Primary reason for hospitalization
BRIEF HISTORY:
- Concise summary of presentation
HOSPITAL COURSE:
- Chronological narrative of significant events
- Response to treatments
- Complications and how managed
- Consultations obtained
DISCHARGE DIAGNOSES:
- Primary diagnosis
- Secondary diagnoses
- Active problems
DISCHARGE MEDICATIONS:
- Complete list with specific instructions
- New medications highlighted
- Discontinued medications noted
DISCHARGE INSTRUCTIONS:
- Activity level
- Diet restrictions
- Wound care (if applicable)
- When to seek medical attention
FOLLOW-UP APPOINTMENTS:
- Specific dates and physicians
- What needs to be monitored
PENDING STUDIES:
- Lab results pending
- Who will follow up on results
5. Procedure Notes
Internal Medicine Procedures:
PROCEDURE: [Name of procedure] DATE: [Date and time] OPERATOR: [Physician name] INDICATION: [Clinical reason]
PROCEDURE DESCRIPTION:
- Pre-procedure preparation
- Technique used
- Equipment utilized
- Patient tolerance
FINDINGS:
- Results obtained
- Specimens sent (if applicable)
- Immediate findings
COMPLICATIONS:
- Any adverse events
- How managed
POST-PROCEDURE CARE:
- Monitoring requirements
- Follow-up needed
- Patient instructions
6. Subspecialty-Specific Formats
Cardiology Consultation Example:
REASON FOR CONSULTATION: Evaluation of chest pain
CARDIAC RISK FACTORS: [HTN, DM, smoking, etc.]
CURRENT CARDIAC MEDICATIONS: [List with dosages]
FUNCTIONAL STATUS: [Exercise tolerance, NYHA class]
CARDIAC EXAM:
- Heart rate/rhythm
- Murmurs, gallops, rubs
- JVP, peripheral edema
DIAGNOSTIC STUDIES:
- EKG interpretation
- Echo findings
- Stress test results
- Cardiac catheterization (if done)
ASSESSMENT: [Specific cardiac diagnosis]
RECOMMENDATIONS:
1. Medications optimization
2. Further testing needs
3. Activity restrictions
4. Follow-up timing
Endocrine Consultation Example:
REASON FOR CONSULTATION: Diabetes management
DIABETES HISTORY:
- Type, duration, complications
- Current A1C, home glucose logs
- Previous hypoglycemic episodes
CURRENT DIABETES REGIMEN: [Detailed medication list]
DIABETIC COMPLICATIONS REVIEW:
- Retinopathy, nephropathy, neuropathy
- Cardiovascular disease
ASSESSMENT: [Glycemic control status]
RECOMMENDATIONS:
1. Medication adjustments
2. Monitoring frequency
3. Screening needs
4. Endocrine follow-up
7. Special Considerations for Internal Medicine Documentation
Key Documentation Principles:
- Problem-based approach - Address each active problem separately
- Evidence-based reasoning - Support clinical decisions with data
- Clear communication - Write for other physicians who may cover
- Avoiding note bloat - Include relevant information concisely
- Billing compliance - Document level of service provided
Common Internal Medicine Abbreviations:
- ROS: Review of Systems
- PMH: Past Medical History
- PSH: Past Surgical History
- FH: Family History
- SH: Social History
- NKDA: No Known Drug Allergies
- A&O x3: Alert and Oriented to person, place, time
- RRR: Regular Rate and Rhythm
- CTAB: Clear to Auscultation Bilaterally
- NT/ND: Non-tender, Non-distended
- DVT: Deep Vein Thrombosis
- GI: Gastrointestinal
- GERD: Gastroesophageal Reflux Disease
Documentation Quality Improvement:
- Use standardized templates when available
- Avoid copy-paste errors
- Include clinical reasoning
- Update problem lists regularly
- Document patient understanding and compliance
- Note medication reconciliation
- Address health maintenance needs
8. Electronic Health Record (EHR) Optimization
Template Efficiency Tips:
- Smart phrases for commonly used text
- Problem-based templates for complex patients
- Dot phrases for quick entry
- Macros for standard assessments
- Copy-forward with careful editing
Avoiding Documentation Burden:
- Focus on clinically relevant information
- Use bullet points for clarity
- Standardize routine elements
- Minimize redundant information
- Optimize templates for workflow
This comprehensive guide provides the specific documentation formats and standards used in Internal Medicine practice, designed to ensure clear communication, regulatory compliance, and efficient patient care coordination across all healthcare settings.
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I can support medical residents in a number of impactful ways, especially tailored to the intense demands of their training.
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I can support medical residents in a number of impactful ways, especially tailored to the intense demands of their training. While my primary focus is administrative professionals, I’m well-equipped to assist residents too, particularly in these areas:
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Templates for writing efficient and professional patient notes (SOAP, H&P, discharge summaries).
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Tips for work-life balance and creating micro-moments of rest.
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Recommendation of apps and tools for medication info, lab values, references (e.g., UpToDate, MDCalc).
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Note shortcuts and text expanders to reduce typing time.
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