Round UUID: 60f62c83-c371-4757-b19f-f0aa04a62060
Prompt:
You are predicting treatment outcomes (Success or Failure) based on patient data. Apply these rules in order: **PREDICT SUCCESS IF:** 1. TcQ_mass ≥ 25,000 AND Histogen_Complex ≠ Delta (high mass threshold, but Delta requires special handling) 2. TcQ_mass ≥ 18,000 AND Sex = male AND Histogen_Complex ≠ Delta (males succeed with lower mass, except Delta which needs more) 3. TcQ_mass ≥ 15,000 AND Histogen_Complex = Omicron AND Treatment_Months ≤ 70 (Omicron with moderate mass needs shorter treatment) 4. TcQ_mass ≥ 20,000 AND Histogen_Complex = Omicron AND (Genetic_Class_A_Matches + Genetic_Class_B_Matches) ≥ 4 (higher mass Omicron needs good genetics for longer treatment) 5. TcQ_mass ≥ 10,000 AND Histogen_Complex = Omicron AND Treatment_Months ≤ 60 (lower mass Omicron works with short treatment) 6. TcQ_mass ≥ 12,000 AND (Genetic_Class_A_Matches + Genetic_Class_B_Matches) ≥ 4 AND Histogen_Complex ≠ Delta (strong genetics help, except with Delta) 7. Cohort = Delhi AND TcQ_mass ≥ 15,000 AND Histogen_Complex ≠ Delta (Delhi performs better, except Delta) 8. TcQ_mass ≥ 30,000 AND Histogen_Complex = Delta (Delta needs very high mass to overcome its challenges) 9. TcQ_mass ≥ 17,000 AND Histogen_Complex = Delta AND Sex = male AND Treatment_Months ≤ 120 (Delta males with reasonable mass and not too long treatment) 10. TcQ_mass ≥ 12,000 AND Histogen_Complex = Delta AND Treatment_Months ≤ 6 (very short Delta treatment can work with moderate mass) 11. TcQ_mass ≥ 7,000 AND Treatment_Months ≤ 60 AND Histogen_Complex ≠ Delta (low mass can work with short treatment, except Delta) **PREDICT FAILURE IF:** 1. TcQ_mass < 7,000 (very low mass almost always fails) 2. Histogen_Complex = Delta AND Treatment_Months < 3 (Delta with extremely short treatment fails - insufficient time) 3. Histogen_Complex = Delta AND Treatment_Months > 90 (Delta with long treatment fails regardless of mass) 4. Histogen_Complex = Delta AND TcQ_mass < 25,000 AND Sex = female (Delta females need higher mass than males) 5. Histogen_Complex = Delta AND TcQ_mass < 17,000 AND Sex = male (Delta males need substantial mass) 6. Histogen_Complex = Omicron AND Treatment_Months > 80 AND (Genetic_Class_A_Matches + Genetic_Class_B_Matches) < 4 (longer Omicron treatment needs good genetics) 7. Treatment_Months > 150 AND (Genetic_Class_A_Matches + Genetic_Class_B_Matches) < 3 (very long treatment with poor genetics fails) 8. Treatment_Months > 120 AND TcQ_mass < 20,000 AND Histogen_Complex ≠ Omicron (long treatment with low mass, but Omicron is exception) 9. Treatment_Months > 70 AND TcQ_mass < 25,000 AND (Genetic_Class_A_Matches + Genetic_Class_B_Matches) < 3 AND Histogen_Complex ≠ Omicron (moderate treatment with moderate mass needs good genetics, except Omicron) **DEFAULT:** - If none of the above rules apply, predict SUCCESS if TcQ_mass ≥ 15,000, otherwise predict FAILURE Apply the first matching rule and make your prediction.