🧬 Ecosystem Integrations

The Engine Behind
Clinical Mastery.

Our AI case engine dynamically generates branching patient scenarios, delivers real-time clinical feedback, and adapts to your learning curve — turning passive study into active clinical reasoning.

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Three pillars engineered to transform how you learn medicine — each powered by cutting-edge AI.

Dynamic Patient Scenarios

Every Decision Branches the Case

No two runs are identical. Our AI generates patient cases with dynamic branching logic — your choices at each clinical step (history, examination, labs, diagnosis, treatment) determine what happens next, mirroring real ward rounds with unpredictable outcomes.

50K+

Clinical Cases

Specialties

Try a Case

[CASE] Loading Case #4821 — Cardiology

[INIT] Patient: 58F, chest pain, dyspnea

[STEP] Branch → History Intake ACTIVE

[AI ] Generating 4 differential pathways...

[TREE] Node depth: 3 | Branches: 8

[EXAM] Vitals loaded → BP 168/95 HR 102

[PATH] Selected: Aortic Dissection → confirm w/ CT-A

Intelligent Feedback System

Your AI Senior Resident, On Call 24/7

Every answer — right or wrong — triggers instant, evidence-based feedback with clinical citations from Harrison's, UpToDate, and NICE guidelines. The AI explains the pathophysiology, highlights clinical pearls, and shows what would happen with alternate choices.

< 2ms

Inference Time

500+

Guidelines Indexed

See It in Action

[EVAL] Answer received → Option B

[AI ] Inference time: 1.2ms ✓

[CITE] Harrison's Ch.274 — Acute Coronary Syn.

[FEED] ✅ Correct! ST-elevation in II,III,aVF

[EXPL] Inferior STEMI → RCA territory

[DIFF] Why not A: Anterior MI = V1-V4 changes

[NEXT] Spaced review queued → 72h

Engagement That Sticks

XP, Streaks & Leaderboards That Drive Mastery

Earn XP for every case completed, maintain daily streaks, climb peer leaderboards, and unlock specialty badges. Our spaced repetition algorithm resurfaces weak topics at optimal intervals — so nothing slips through the cracks.

95%

Retention Rate

Day Avg Streak

Start Earning XP

🏅 Total XP 12,480

🔥 Current Streak 21 Days

🏆 Leaderboard Rank #14

📈 Cases This Week 37

Built for Serious Learners

Every detail is designed to maximize clinical competence and exam performance.

📊

Specialty Coverage

Full cases across Internal Medicine, Surgery, OB/GYN, Pediatrics, Psychiatry, Emergency Medicine, Radiology, Ophthalmology, ENT, Dermatology, Ortho, and Anesthesia.

⚖️

Difficulty Scaling

Adaptive difficulty engine scales from pre-clinical basics to complex multi-system cases based on your performance, ensuring you're always in your growth zone.

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Peer Leaderboards

Compete with classmates, college cohorts, or the global Stethix community. Weekly rankings, specialty-wise badges, and seasonal tournaments keep motivation high.

📱

Offline Mode

Download case packs for offline study. Perfect for long commutes, areas with poor connectivity, or studying during clinical postings without Wi-Fi.

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Start with 5 free cases per day. Upgrade anytime to unlock the full engine.

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