data/train.csv

row_id,series_id,timepoint_h,organism,strain_id,antibiotic_name,antibiotic_class,drug_trough_mg_L,mic_mg_L,media,assay_method,source_type,resistance_signal,earliest_signal,notes
ABXPD001-TR-0001,S1,0,Escherichia coli,EC-ATCC25922,meropenem,carbapenem,1.20,0.03,CAMHB,broth_microdilution,simulated,0,0,baseline stable
ABXPD001-TR-0002,S1,24,Escherichia coli,EC-ATCC25922,meropenem,carbapenem,2.00,0.03,CAMHB,broth_microdilution,simulated,0,0,trough up MIC stable
ABXPD001-TR-0003,S1,48,Escherichia coli,EC-ATCC25922,meropenem,carbapenem,2.10,0.03,CAMHB,broth_microdilution,simulated,0,0,stable
ABXPD001-TR-0004,S2,0,Klebsiella pneumoniae,KP-CLIN001,ceftriaxone,3rd_gen_cephalosporin,18.0,0.50,CAMHB,broth_microdilution,simulated,0,0,baseline
ABXPD001-TR-0005,S2,24,Klebsiella pneumoniae,KP-CLIN001,ceftriaxone,3rd_gen_cephalosporin,20.0,0.50,CAMHB,broth_microdilution,simulated,0,0,stable coverage
ABXPD001-TR-0006,S2,48,Klebsiella pneumoniae,KP-CLIN001,ceftriaxone,3rd_gen_cephalosporin,19.0,2.00,CAMHB,broth_microdilution,simulated,1,1,first MIC rise breaks coverage
ABXPD001-TR-0007,S2,72,Klebsiella pneumoniae,KP-CLIN001,ceftriaxone,3rd_gen_cephalosporin,22.0,4.00,CAMHB,broth_microdilution,simulated,1,0,continued resistance
ABXPD001-TR-0008,S3,0,Staphylococcus aureus,SA-ATCC29213,vancomycin,glycopeptide,12.0,1.00,CAMHB,broth_microdilution,simulated,0,0,baseline
ABXPD001-TR-0009,S3,24,Staphylococcus aureus,SA-ATCC29213,vancomycin,glycopeptide,14.0,16.0,CAMHB,broth_microdilution,simulated,0,0,unit or read error spike
ABXPD001-TR-0010,S3,48,Staphylococcus aureus,SA-ATCC29213,vancomycin,glycopeptide,13.0,1.00,CAMHB,broth_microdilution,simulated,0,0,snap back supports error