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-TE-0001,S5,0,1,A,0.10,0.20,0.10,0.10,0.00,0.10,1.00,0,simulated,0,0,baseline
ABXCT010-TE-0002,S5,7,2,B,0.90,0.90,0.14,0.10,0.04,0.15,1.00,0,simulated,0,0,cycling ok
ABXCT010-TE-0003,S5,14,3,C,0.90,0.90,0.36,0.12,0.24,0.58,1.10,0,simulated,0,0,first drift
ABXCT010-TE-0004,S5,21,4,A,0.90,0.90,0.44,0.12,0.32,0.65,1.25,0,simulated,1,1,collapse onset
ABXCT010-TE-0005,S5,35,6,C,0.90,0.90,0.62,0.15,0.47,0.78,1.80,1,simulated,1,0,clinical failure later
ABXCT010-TE-0006,S6,0,1,A,0.10,0.20,0.10,0.10,0.00,0.10,1.00,0,simulated,0,0,baseline
ABXCT010-TE-0007,S6,7,2,B,0.90,0.90,0.50,0.10,0.40,0.80,1.10,0,simulated,0,0,spike candidate
ABXCT010-TE-0008,S6,14,3,C,0.90,0.90,0.12,0.10,0.02,0.12,1.00,0,simulated,0,0,recovery
ABXCT010-TE-0009,S7,0,1,A,0.90,0.30,0.44,0.10,0.34,0.65,1.25,1,simulated,0,0,exposure low ignore
ABXCT010-TE-0010,S8,0,1,A,0.30,0.90,0.44,0.10,0.34,0.65,1.25,1,simulated,0,0,stress low ignore