Roadmap

Grow the beta into a deeper, more realistic clinical reasoning experience.

• Improve question-intent matching and add a structured debrief without allowing generated content to invent patient facts.
• Deepen the clinically reviewed bilingual case library beyond its initial all-specialty coverage.
• Use privacy-conscious beta signals to guide session history, reasoning feedback, and future scoring decisions.

Bring the daily case, archive, and Diagnostic Simulator into dedicated iOS and Android apps.

• Build a fast mobile app experience around daily cases, Dx+ practice, the archive, and simulator interviews.
• Keep accounts, Dx+ access, preferences, streaks, and case history synchronized across web and mobile.
• Prioritize accessible one-handed use, quick launches between clinical duties, and opt-in daily case notifications.

Make the result screen the educational payoff of every daily case.

• Explain why the diagnosis fits, the decisive clue, and the tempting distractor.
• Show the next clinical step and one transferable high-yield pearl.
• Capture confidence before submission and build personalized calibration feedback over time.

Turn each clue into a judgment call instead of requiring a disposable wrong guess.

• Choose between making the diagnosis or requesting the next clue for a visible score tradeoff.
• Optionally maintain a three-item differential: most likely, possible, and cannot miss.
• Review how your differential changed and which clue moved the correct diagnosis to the top.

Turn missed cases into a personalized spaced-retrieval learning loop.

• Bring missed concepts back after two days, seven days, and three weeks.
• Use short variations instead of simply repeating the original vignette.
• Track recovery cases, mastered concepts, weak topics, and cases mastered each week.

Make spoiler-free results the start of another case, not the end of the session.

• Create a challenge link that lets a friend play the same case without registering first.
• Compare clue efficiency, confidence calibration, and reasoning after both players finish.
• Generate recognizable specialty result cards that keep the diagnosis hidden.

Build useful case discussion around clinical reasoning instead of generic popularity.

• Unlock discussion only after completing the case so answers stay protected.
• Prompt players to share the decisive clue, leading differential, tempting distractor, or next test.
• Recognize helpful reasoning, good differentials, and useful pearls rather than simple likes.

Make competition relevant to a learner’s profession, peers, and current level.

• Profiles with a primary field, training level, strongest domain, and developing domain.
• Friends, school, program, graduation-year, private-class, and weekly-division boards.
• Rankings for accuracy, clue efficiency, calibration, mastery, and streaks — not volume alone.

Raise the consistency of every clue ladder and connect each case to focused review.

• Editorial review for progressive clues, accepted aliases, answer leakage, intentional distractors, citations, and specialty-appropriate difficulty.
• An explanation for every clue plus a clear reason the strongest distractor fails.
• Make unpublished cases available to Dx+ members before their public release.
• Anki-ready cards, one-minute concept reviews, recovery-queue saving, and custom study lists.