data/test.csv

row_id,series_id,ph_rank,organism,strain_id,antibiotic_name,antibiotic_class,ph_value,exposure_index,mic_mg_L,cfu0_log10,cfu24_log10,kill_24_log10,media,assay_method,source_type,ph_decay_signal,earliest_ph_decay,notes
ABXPD010-TE-0001,S3,1,Klebsiella pneumoniae,KP-CLIN330,cefepime,beta_lactam,7.0,1.00,1.0,7.10,5.10,2.00,CAMHB,ph_time_kill,simulated,0,0,reference pH
ABXPD010-TE-0002,S3,2,Klebsiella pneumoniae,KP-CLIN330,cefepime,beta_lactam,7.4,1.00,1.0,7.10,5.05,2.05,CAMHB,ph_time_kill,simulated,0,0,stable
ABXPD010-TE-0003,S3,3,Klebsiella pneumoniae,KP-CLIN330,cefepime,beta_lactam,6.8,1.00,1.0,7.10,6.00,1.10,CAMHB,ph_time_kill,simulated,1,1,collapse begins
ABXPD010-TE-0004,S3,4,Klebsiella pneumoniae,KP-CLIN330,cefepime,beta_lactam,6.5,1.00,1.0,7.10,6.30,0.80,CAMHB,ph_time_kill,simulated,1,0,persists
ABXPD010-TE-0005,S3,5,Klebsiella pneumoniae,KP-CLIN330,cefepime,beta_lactam,6.0,1.00,1.0,7.10,6.50,0.60,CAMHB,ph_time_kill,simulated,1,0,lower pH worse
ABXPD010-TE-0006,S4,1,Staphylococcus aureus,SA-CLIN510,clindamycin,lincosamide,7.0,1.00,0.5,6.90,4.90,2.00,CAMHB,ph_time_kill,simulated,0,0,reference pH
ABXPD010-TE-0007,S4,2,Staphylococcus aureus,SA-CLIN510,clindamycin,lincosamide,7.4,0.70,0.5,6.90,5.20,1.70,CAMHB,ph_time_kill,simulated,0,0,exposure dropped
ABXPD010-TE-0008,S4,3,Staphylococcus aureus,SA-CLIN510,clindamycin,lincosamide,6.8,0.65,0.5,6.90,5.40,1.50,CAMHB,ph_time_kill,simulated,0,0,do not call when exposure drops
ABXPD010-TE-0009,S4,4,Staphylococcus aureus,SA-CLIN510,clindamycin,lincosamide,6.5,1.00,2.0,6.90,5.90,1.00,CAMHB,ph_time_kill,simulated,0,0,mic shifted
ABXPD010-TE-0010,S4,5,Staphylococcus aureus,SA-CLIN510,clindamycin,lincosamide,6.0,1.00,2.0,6.90,6.10,0.80,CAMHB,ph_time_kill,simulated,0,0,do not call when mic shifts