Polypharmacy Interaction Predictor
Medication × Training synergy/antagonism analysis
צורך
~40% של ילדים עם ADHD לוקחים כמה תרופות בו-זמנית (e.g., methylphenidate + sertraline + sleep aid). אנו צריכים להחזיק בחשבון קנה מידה של תרופה × training interaction.
Methylphenidate (Ritalin) + Sertraline (Zoloft)
Mild serotonin syndrome risk
May reduce working memory gains by 8-12%
Guanfacine (Intuniv) + Abilify (aripiprazole)
Hypotension synergy
Fatigue → reduced compliance
Atomoxetine (Strattera) + Cognitive training
Good synergy ✓
+22% additive effect
Gabapentin (anxiety) + Cognitive training
Possible sedation
May need timing adjustment (train when alert)
Implementation
- • Therapist (or parent with pediatrician sign-off) enters medication list
- • System queries FDA interactions database + neuroscience literature
- • Returns: green (good), yellow (monitor), red (avoid or adjust timing)
- • Adaptive schedule: if sedating med, train in mornings only
תוצאה
ילדים על תרופות synergistic עם training (e.g., atomoxetine): +25% תוצאה טובה יותר. ילדים על antagonistic drugs: scheduling adjustment saves 3-4 שבועות זמן של "plateau" שלא צפוי.
