Round 84

Round UUID: e78daab9-23ca-4aea-b1f8-359d1256861f

Prompt:

Predict treatment outcome using these decision rules:

1. Histogen_Complex Delta:
   - FAILURE if:
     a) Treatment_Months > 90 AND TcQ_mass < 9000
     b) Treatment_Months < 60 AND TcQ_mass > 7500
     c) Genetic_Class_B_Matches > 1 AND Treatment_Months > 120

2. Histogen_Complex Beta:
   - SUCCESS more likely if:
     a) TcQ_mass > 40000
     b) Genetic_Class_A_Matches > 1
     c) Treatment_Months between 100-150

3. Histogen_Complex Omicron:
   - FAILURE more likely if:
     a) Treatment_Months > 150
     b) TcQ_mass > 12000

4. Additional Considerations:
   - Higher number of genetic matches suggests better treatment resilience
   - Cohort (Melbourne/Delhi) may modify baseline predictions
   - Sex can be a secondary modifier of outcome probability

Evaluation Steps:
1. Identify Histogen_Complex
2. Apply complex-specific rules
3. Check genetic match and treatment duration
4. Consider TcQ_mass thresholds
5. Make final prediction with nuanced confidence

• Inferences: 891
• Created: 2025-06-27 00:03:47.488981+00:00
• First inference: 2025-06-27 00:04:01.278514+00:00
• Last inference: 2025-06-27 02:23:33.342068+00:00
• Completed: yes
• Train accuracy: 0.6274787535410765 (KT 0.202)
• Validation accuracy: 0.6 (KT 0.222)
• Test accuracy: 0.6421052631578947 (KT 0.193)