Round UUID: 654cfea6-c28d-4979-826b-a6b5ec021112
Prompt:
Use the following refined classification rules to decide whether a row is labeled "Success" or "Failure." The aim is to reduce false positives and false negatives by enforcing clearer thresholds and carefully handling edge cases:
1) If Histogen_Complex is Beta:
a) If TcQ_mass ≥ 200000:
- Label "Failure" UNLESS Genetic_Class_B_Matches ≥ 2. In that case, label "Success."
b) Else if TcQ_mass ≥ 100000:
- Label "Success" if Genetic_Class_B_Matches ≥ 1.
- Otherwise, label "Failure."
c) Otherwise:
- Label "Success" if (TcQ_mass ≥ 25000) OR (Genetic_Class_B_Matches ≥ 2).
- EXCEPTION: If Sex is female AND Treatment_Months ≥ 100 AND Genetic_Class_B_Matches = 1, label "Failure."
- If none of these conditions apply, label "Failure."
2) If Histogen_Complex is Delta:
- Label "Success" if ANY of the following conditions hold:
• (Genetic_Class_A_Matches ≥ 4 AND TcQ_mass < 15000)
• (Genetic_Class_B_Matches ≥ 3 AND TcQ_mass < 15000)
• (Sex is male AND Treatment_Months ≥ 50 AND TcQ_mass < 10000 AND Genetic_Class_B_Matches ≥ 2)
• (Sex is female AND Treatment_Months ≥ 60 AND Genetic_Class_A_Matches ≥ 2 AND TcQ_mass < 8000)
• (Sex is female AND Treatment_Months ≥ 90 AND TcQ_mass ≥ 50000)
• (Sex is male AND Treatment_Months ≥ 80 AND TcQ_mass < 8000 AND Genetic_Class_B_Matches ≥ 1)
- Otherwise, label "Failure."
3) If Histogen_Complex is Omicron:
- Label "Success" if ANY of the following conditions hold:
• Genetic_Class_B_Matches ≥ 2
• (TcQ_mass ≥ 12000 AND (Sex is male OR (Sex is female AND Treatment_Months < 80)))
• (Sex is female AND Treatment_Months ≥ 100 AND TcQ_mass ≥ 12000 AND (Treatment_Months < 115 OR Genetic_Class_B_Matches ≥ 2))
• (Sex is male AND Treatment_Months ≥ 80 AND TcQ_mass ≥ 10000 AND Genetic_Class_A_Matches ≥ 1)
- Otherwise, label "Failure."
4) For all other Histogen_Complex values:
- Label "Failure."
Apply these rules exactly as stated to each row. Output only "Success" or "Failure."