Round UUID: ed3f90d1-1e9c-4484-8b53-e9d9311f9967
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 OR (Genetic_Class_A_Matches + Genetic_Class_B_Matches) ≥ 3) (Omicron needs either short treatment or good genetics) 4. TcQ_mass ≥ 10,000 AND Histogen_Complex = Omicron AND Treatment_Months > 70 (Omicron is forgiving even with longer treatment and moderate mass) 5. TcQ_mass ≥ 12,000 AND (Genetic_Class_A_Matches + Genetic_Class_B_Matches) ≥ 4 AND Histogen_Complex ≠ Delta (strong genetics help, except with Delta) 6. Cohort = Delhi AND TcQ_mass ≥ 15,000 AND Histogen_Complex ≠ Delta (Delhi performs better, except Delta) 7. TcQ_mass ≥ 30,000 AND Histogen_Complex = Delta (Delta needs very high mass to overcome its challenges) 8. 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) 9. 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 < 6 (Delta with very 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 < 22,000 AND Sex = female (Delta females need higher mass) 5. Histogen_Complex = Delta AND TcQ_mass < 17,000 AND Sex = male (Delta males need substantial mass) 6. Treatment_Months > 150 AND (Genetic_Class_A_Matches + Genetic_Class_B_Matches) < 3 (very long treatment with poor genetics fails) 7. Treatment_Months > 120 AND TcQ_mass < 20,000 AND Histogen_Complex ≠ Omicron (long treatment with low mass, but Omicron is exception) 8. 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.