Maldek · The Community
Stakeholder Analytics Report
Generated August 12, 2026 · data refreshed 8/12/2026, 8:17:40 AM · live, always-updated figures
Partners receive cohort-level reporting on all of the following — de-identified, aggregated, and exportable. No personal health information is ever shared.
Module engagement
Which modules people open, how long they stay, and which conditions they explore — Explain, Symptoms, Labs, Medications, Cooking, History, Resources, Household.
4,868total tracked interactions
0in the last 30 days
Learning events
Every meaningful interaction — a condition opened, a lab decoded, a medication compared — is logged as a de-identified learning event with a timestamp.
4,868learning events on record
142registered learners
Simulated patient encounters
Full conversation sessions with simulated patients, including message counts and completion — the deepest signal of applied understanding.
240encounter sessions completed
742messages exchanged
Quiz & assessment attempts
Knowledge checks across programs — attempts, scores, and improvement over time, reportable at the cohort level.
43assessment attempts logged
Symptom & lab lookups
What people are worried about: anonymized symptom searches and lab decodes show the health questions your community is actually asking.
241+lab & vital values decoded on demand
395conditions searchable by symptom
Evidence integrity
Every clinical claim is tied to a source and continuously audited — integrity checks run around the clock so content never drifts from evidence.
10,629cited clinical claims
74evidence sources on file
198,186integrity checks run
Privacy commitment: all figures in this report are aggregate counts. Individual activity is never exposed, sold, or shared. Partner reporting is delivered at the cohort level only, with a minimum group size to prevent re-identification.
Live platform data · updated 8/12/2026
Engagement
People are using it — measurably.
Every interaction is logged as a de-identified event, so partners can see real usage without ever seeing personal health information.
142
Registered learners
Students, community members, and professionals with profiles
4,868
Learning events tracked
Condition opens, lab decodes, med comparisons, module time
0
Events in the last 30 days
Recent activity window — refreshed live
240
Simulated patient encounters
Full conversation sessions with virtual patients
742
Patient-simulation messages
Back-and-forth exchanges inside encounters
43
Quiz & assessment attempts
Knowledge checks across all programs
Content library
Coverage your board can verify.
Not a pamphlet rack — a clinical-grade library, pre-baked for instant loading and continuously expanded.
395
Conditions fully covered
100% pre-baked Western + Eastern therapeutic comparisons
131
Deep-dive walkthroughs
Full pathophysiology-to-treatment explainers
238
Clinical topics released
Structured, evidence-locked teaching topics
22,207
Medication catalog entries
Searchable drug records with mechanism & safety flags
158
Street History documentaries
The lived story behind each diagnosis
241+
Lab & vital values
Reference ranges with pediatric variants — any lab live-synthesized
Evidence & integrity
Every claim is cited. Every citation is audited.
Health content without sources is a liability. Ours is claim-locked to evidence and machine-audited continuously.
10,629
Cited clinical claims
Individual statements tied to a specific source
74
Evidence sources on file
Guidelines, textbooks, and primary literature
198,186
Integrity checks run
Automated audits guarding against content drift
For partners
Exactly what gets tracked.
Partners receive cohort-level reporting on all of the following — de-identified, aggregated, and exportable. No personal health information is ever shared.
Module engagement
Which modules people open, how long they stay, and which conditions they explore — Explain, Symptoms, Labs, Medications, Cooking, History, Resources, Household.
Learning events
Every meaningful interaction — a condition opened, a lab decoded, a medication compared — is logged as a de-identified learning event with a timestamp.
Simulated patient encounters
Full conversation sessions with simulated patients, including message counts and completion — the deepest signal of applied understanding.
Quiz & assessment attempts
Knowledge checks across programs — attempts, scores, and improvement over time, reportable at the cohort level.
Symptom & lab lookups
What people are worried about: anonymized symptom searches and lab decodes show the health questions your community is actually asking.
Evidence integrity
Every clinical claim is tied to a source and continuously audited — integrity checks run around the clock so content never drifts from evidence.
Privacy commitment: all figures on this page are aggregate counts. Individual activity is never exposed, sold, or shared. Partner reporting is delivered at the cohort level only, with a minimum group size to prevent re-identification.
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