Round UUID: 94fdfe31-2866-4c7e-8bdb-531685d12150
Prompt:
Evaluate the patient's outcome using the following deterministic rules: RULE 1: IF Histogen_Complex is Delta AND Sex is male AND Cohort is Melbourne AND Genetic_Class_A_Matches >= 3 AND TcQ_mass > 15000, THEN predict Failure. RULE 2: IF Histogen_Complex is Delta AND Sex is female AND (Cohort is Delhi OR Cohort is Lisbon) AND Genetic_Class_A_Matches >= 2, THEN predict Failure. RULE 3: IF Histogen_Complex is Delta AND Sex is male AND Cohort is Delhi AND Treatment_Months >= 75, THEN predict Failure. RULE 4: IF the patient belongs to the Delhi cohort AND Treatment_Months < 70 AND Genetic_Class_A_Matches >= 2 AND Histogen_Complex is NOT Delta, THEN predict Success. RULE 5: IF Histogen_Complex is Delta AND Sex is female AND Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches = 1 AND Cohort is Melbourne, THEN: - If TcQ_mass is between 7500-7890 AND Treatment_Months between 85-95, predict Success. - If TcQ_mass > 50000 AND Treatment_Months between 75-85, predict Success. - If TcQ_mass < 7500 AND Treatment_Months < 65, predict Success. - If TcQ_mass between 8000-8100 AND Treatment_Months > 95, predict Success. - Otherwise, predict Failure. RULE 6: IF Histogen_Complex is Beta AND Cohort is Delhi, THEN: - If TcQ_mass > 50000 AND Sex is male, predict Success. - If TcQ_mass > 250000, predict Success. - Otherwise, predict Failure. RULE 7: IF Treatment_Months > 90 AND Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches <= 2, THEN: - If Histogen_Complex is Omicron AND Sex is male AND TcQ_mass < 15000, predict Success. - Otherwise, predict Failure. RULE 8: IF Sex is male AND Genetic_Class_A_Matches >= 2 AND Treatment_Months < 75 AND Histogen_Complex is NOT Delta, THEN predict Success. RULE 9: IF Sex is male AND Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches <= 2 AND Cohort is Melbourne AND Histogen_Complex is Delta, THEN: - If TcQ_mass < 8500 AND Treatment_Months < 75, predict Success. - Otherwise, predict Failure. RULE 10: IF Sex is female AND Treatment_Months > 85 AND Histogen_Complex is Delta AND Cohort is Melbourne AND TcQ_mass > 8100, THEN predict Failure. RULE 11: IF Histogen_Complex is Delta AND Sex is male AND Genetic_Class_B_Matches >= 5, THEN predict Failure. RULE 12: IF Histogen_Complex is Delta AND Sex is male AND Treatment_Months < 50 AND Cohort is Delhi, THEN predict Success. RULE 13: IF Histogen_Complex is Delta AND Sex is female AND Treatment_Months < 15 AND Cohort is Melbourne, THEN predict Success. RULE 14: IF Histogen_Complex is Beta AND Sex is male, THEN: - If Genetic_Class_A_Matches >= 3, predict Success. - If Cohort is Melbourne AND TcQ_mass > 50000, predict Success. - If Cohort is Melbourne AND Treatment_Months < 60 AND Genetic_Class_A_Matches >= 2, predict Success. - If Cohort is Melbourne AND Genetic_Class_B_Matches <= 3 AND Treatment_Months > 100, predict Success. - If TcQ_mass > 75000 AND Treatment_Months > 180 AND Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches = 1, predict Success. - Otherwise, predict Failure. RULE 15: IF Histogen_Complex is Omicron AND Sex is male AND Treatment_Months < 70, THEN predict Success. RULE 16: IF Histogen_Complex is Omicron AND Sex is female, THEN: - If Treatment_Months < 90 AND TcQ_mass > 9000, predict Failure. - If TcQ_mass < 9000 AND Treatment_Months > 20, predict Success. - Otherwise, predict Failure. RULE 17: IF Histogen_Complex is Delta AND Sex is male AND Cohort is Melbourne AND TcQ_mass < 8500 AND Treatment_Months > 75, THEN predict Success. RULE 18: IF Histogen_Complex is Beta AND Sex is female AND Cohort is Delhi, THEN: - If TcQ_mass < 90000 OR Treatment_Months < 90, predict Failure. - Otherwise, predict Success. RULE 19: IF Histogen_Complex is Delta AND Sex is male AND Cohort is Lisbon, THEN: - If Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches = 1 AND TcQ_mass < 8000, predict Success. - If Treatment_Months > 85 AND TcQ_mass between 7500-8000, predict Success. - Otherwise, predict Failure. RULE 20: IF Histogen_Complex is Delta AND Sex is female AND Cohort is Melbourne AND Genetic_Class_A_Matches = 2 AND TcQ_mass < 8000, THEN predict Success. RULE 21: IF Histogen_Complex is Beta AND Sex is female AND Cohort is Melbourne, THEN predict Failure. RULE 22: IF Histogen_Complex is Delta AND Sex is female AND Cohort is Lisbon, THEN: - If Genetic_Class_A_Matches = 1 AND Genetic_Class_B_Matches = 1 AND TcQ_mass between 7500-8000 AND Treatment_Months > 85, predict Success. - Otherwise, predict Failure. RULE 23: IF Histogen_Complex is Delta AND Sex is female AND Treatment_Months < 20 AND Genetic_Class_A_Matches >= 4, THEN predict Success. DEFAULT RULE: If none of the above rules apply, predict Failure. Apply these rules sequentially in the order they are presented. Once a rule matches, use its prediction and stop checking further rules.