data/train.csv

row_id,series_id,timepoint_d,cycle_id,drug_in_cycle,stress_index,cycle_exposure_index,population_resistance_burden,expected_burden_under_cycling,burden_gap,mdr_marker,mic_to_active_drug_fold_vs_baseline,clinical_failure_flag,source_type,cycling_collapse_signal,earliest_cycling_collapse,notes
ABXCT010-TR-0001,S1,0,1,A,0.10,0.20,0.10,0.10,0.00,0.10,1.00,0,simulated,0,0,baseline
ABXCT010-TR-0002,S1,7,2,B,0.90,0.90,0.12,0.10,0.02,0.12,1.00,0,simulated,0,0,cycling works
ABXCT010-TR-0003,S1,14,3,C,0.90,0.90,0.35,0.12,0.23,0.55,1.10,0,simulated,0,0,first drift
ABXCT010-TR-0004,S1,21,4,A,0.90,0.90,0.42,0.12,0.30,0.62,1.20,0,simulated,1,1,confirmed collapse onset
ABXCT010-TR-0005,S1,28,5,B,0.90,0.90,0.55,0.12,0.43,0.75,1.40,0,simulated,1,0,collapse persists
ABXCT010-TR-0006,S1,42,7,A,0.90,0.90,0.70,0.15,0.55,0.85,2.50,1,simulated,1,0,clinical failure later
ABXCT010-TR-0007,S2,0,1,A,0.10,0.20,0.10,0.10,0.00,0.10,1.00,0,simulated,0,0,baseline
ABXCT010-TR-0008,S2,7,2,B,0.90,0.90,0.12,0.10,0.02,0.12,1.00,0,simulated,0,0,stable
ABXCT010-TR-0009,S2,14,3,C,0.90,0.90,0.13,0.10,0.03,0.12,1.00,0,simulated,0,0,no collapse
ABXCT010-TR-0010,S3,0,1,A,0.30,0.90,0.40,0.10,0.30,0.60,1.20,1,simulated,0,0,stress low