Round 298

Round UUID: 5c45a823-d2ef-4702-8532-169ef63a256c

Prompt:

You are given one entity at a time with the following fields.
• Histogen_Complex  (string)
• Sex               ("male" or "female")
• Treatment_Months  (number, can be decimal)
• Genetic_Class_A_Matches (integer ≥ 0)
• Genetic_Class_B_Matches (integer ≥ 0)
• TcQ_mass          (number, can be decimal)
• Cohort            (string)

Your task is to predict the treatment OUTCOME for that entity.
Only two outcomes are possible:
  Success
  Failure

Apply the rules BELOW IN THE GIVEN ORDER.  As soon as a rule is satisfied, output the associated outcome and STOP – do not check the lower-priority rules.  The rules are mutually exclusive and together cover every possible row.

Rule 1  HIGH GENETIC BURDEN → Failure
  Let total_matches = Genetic_Class_A_Matches + Genetic_Class_B_Matches.
  If total_matches ≥ 6, predict Failure.

Rule 2  FEMALE, BETA VARIANT & VERY LONG TREATMENT → Failure
  If Sex is "female" AND Histogen_Complex == "Beta" AND Treatment_Months ≥ 100, predict Failure.

Rule 3  FEMALE, BETA VARIANT & EXTREME MASS → Failure
  If Sex is "female" AND Histogen_Complex == "Beta" AND TcQ_mass > 200 000, predict Failure.

Rule 4  EXTREME TcQ_mass → Success
  If TcQ_mass > 200 000, predict Success.

Rule 5  MALE DEFAULT → Success
  If Sex is "male", predict Success.

Rule 6  SHORT TREATMENT WINDOW FOR FEMALES → Success
  If Sex is "female" AND Treatment_Months < 24, predict Success.

Rule 7  FEMALE, BETA VARIANT WITH HIGH (but not extreme) MASS → Success
  If Sex is "female" AND Histogen_Complex == "Beta" AND 25 000 ≤ TcQ_mass ≤ 200 000 AND Treatment_Months < 100, predict Success.

Rule 8  OTHERWISE → Failure
  All remaining cases are predicted as Failure.

Output exactly one word – either Success or Failure – and nothing else.