id sid tid token lemma pos 2z10wq0051t 1 1 substandard substandard ADJ 2z10wq0051t 1 2 and and CCONJ 2z10wq0051t 1 3 falsified falsified ADJ 2z10wq0051t 1 4 medicines medicine NOUN 2z10wq0051t 1 5 that that PRON 2z10wq0051t 1 6 find find VERB 2z10wq0051t 1 7 their their PRON 2z10wq0051t 1 8 way way NOUN 2z10wq0051t 1 9 into into ADP 2z10wq0051t 1 10 the the DET 2z10wq0051t 1 11 pharmaceutical pharmaceutical ADJ 2z10wq0051t 1 12 supply supply NOUN 2z10wq0051t 1 13 chain chain NOUN 2z10wq0051t 1 14 short short ADJ 2z10wq0051t 1 15 circuit circuit NOUN 2z10wq0051t 1 16 the the DET 2z10wq0051t 1 17 efforts effort NOUN 2z10wq0051t 1 18 of of ADP 2z10wq0051t 1 19 health health NOUN 2z10wq0051t 1 20 care care NOUN 2z10wq0051t 1 21 systems system NOUN 2z10wq0051t 1 22 around around ADP 2z10wq0051t 1 23 the the DET 2z10wq0051t 1 24 world world NOUN 2z10wq0051t 1 25 . . PUNCT 2z10wq0051t 2 1 on on ADP 2z10wq0051t 2 2 a a DET 2z10wq0051t 2 3 global global ADJ 2z10wq0051t 2 4 health health NOUN 2z10wq0051t 2 5 scale scale NOUN 2z10wq0051t 2 6 , , PUNCT 2z10wq0051t 2 7 medicines medicine NOUN 2z10wq0051t 2 8 that that PRON 2z10wq0051t 2 9 deliver deliver VERB 2z10wq0051t 2 10 inappropriate inappropriate ADJ 2z10wq0051t 2 11 amounts amount NOUN 2z10wq0051t 2 12 of of ADP 2z10wq0051t 2 13 active active ADJ 2z10wq0051t 2 14 ingredient(s ingredient( NOUN 2z10wq0051t 2 15 ) ) PUNCT 2z10wq0051t 2 16 can can AUX 2z10wq0051t 2 17 lead lead VERB 2z10wq0051t 2 18 to to ADP 2z10wq0051t 2 19 increased increase VERB 2z10wq0051t 2 20 mortality mortality NOUN 2z10wq0051t 2 21 and and CCONJ 2z10wq0051t 2 22 morbidity morbidity NOUN 2z10wq0051t 2 23 . . PUNCT 2z10wq0051t 3 1 medicines medicine NOUN 2z10wq0051t 3 2 with with ADP 2z10wq0051t 3 3 reduced reduce VERB 2z10wq0051t 3 4 active active ADJ 2z10wq0051t 3 5 ingredients ingredient NOUN 2z10wq0051t 3 6 can can AUX 2z10wq0051t 3 7 encourage encourage VERB 2z10wq0051t 3 8 antimicrobial antimicrobial ADJ 2z10wq0051t 3 9 resistance resistance NOUN 2z10wq0051t 3 10 and and CCONJ 2z10wq0051t 3 11 can can AUX 2z10wq0051t 3 12 increase increase VERB 2z10wq0051t 3 13 the the DET 2z10wq0051t 3 14 likelihood likelihood NOUN 2z10wq0051t 3 15 of of ADP 2z10wq0051t 3 16 transmission transmission NOUN 2z10wq0051t 3 17 for for ADP 2z10wq0051t 3 18 communicable communicable NOUN 2z10wq0051t 3 19 diseases disease NOUN 2z10wq0051t 3 20 . . PUNCT 2z10wq0051t 4 1 on on ADP 2z10wq0051t 4 2 an an DET 2z10wq0051t 4 3 individual individual ADJ 2z10wq0051t 4 4 scale scale NOUN 2z10wq0051t 4 5 , , PUNCT 2z10wq0051t 4 6 this this PRON 2z10wq0051t 4 7 translates translate VERB 2z10wq0051t 4 8 to to ADP 2z10wq0051t 4 9 time time NOUN 2z10wq0051t 4 10 , , PUNCT 2z10wq0051t 4 11 money money NOUN 2z10wq0051t 4 12 and and CCONJ 2z10wq0051t 4 13 lives life NOUN 2z10wq0051t 4 14 lost lose VERB 2z10wq0051t 4 15 to to ADP 2z10wq0051t 4 16 treatable treatable NOUN 2z10wq0051t 4 17 diseases disease NOUN 2z10wq0051t 4 18 . . PUNCT 2z10wq0051t 5 1 my my PRON 2z10wq0051t 5 2 thesis thesis NOUN 2z10wq0051t 5 3 research research NOUN 2z10wq0051t 5 4 addresses address VERB 2z10wq0051t 5 5 this this DET 2z10wq0051t 5 6 problem problem NOUN 2z10wq0051t 5 7 and and CCONJ 2z10wq0051t 5 8 has have AUX 2z10wq0051t 5 9 focused focus VERB 2z10wq0051t 5 10 on on ADP 2z10wq0051t 5 11 the the DET 2z10wq0051t 5 12 development development NOUN 2z10wq0051t 5 13 of of ADP 2z10wq0051t 5 14 analytical analytical ADJ 2z10wq0051t 5 15 tools tool NOUN 2z10wq0051t 5 16 for for ADP 2z10wq0051t 5 17 pharmaceutical pharmaceutical NOUN 2z10wq0051t 5 18 screening screening NOUN 2z10wq0051t 5 19 in in ADP 2z10wq0051t 5 20 low low ADJ 2z10wq0051t 5 21 resource resource NOUN 2z10wq0051t 5 22 settings setting NOUN 2z10wq0051t 5 23 , , PUNCT 2z10wq0051t 5 24 such such ADJ 2z10wq0051t 5 25 as as ADP 2z10wq0051t 5 26 developing develop VERB 2z10wq0051t 5 27 countries country NOUN 2z10wq0051t 5 28 where where SCONJ 2z10wq0051t 5 29 the the DET 2z10wq0051t 5 30 problem problem NOUN 2z10wq0051t 5 31 is be AUX 2z10wq0051t 5 32 most most ADV 2z10wq0051t 5 33 prevalent prevalent ADJ 2z10wq0051t 5 34 . . PUNCT 2z10wq0051t 6 1 my my PRON 2z10wq0051t 6 2 work work NOUN 2z10wq0051t 6 3 pairs pair VERB 2z10wq0051t 6 4 an an DET 2z10wq0051t 6 5 inexpensive inexpensive ADJ 2z10wq0051t 6 6 paper paper NOUN 2z10wq0051t 6 7 platform platform NOUN 2z10wq0051t 6 8 with with ADP 2z10wq0051t 6 9 both both DET 2z10wq0051t 6 10 chemical chemical ADJ 2z10wq0051t 6 11 and and CCONJ 2z10wq0051t 6 12 biological biological ADJ 2z10wq0051t 6 13 detection detection NOUN 2z10wq0051t 6 14 methods method NOUN 2z10wq0051t 6 15 . . PUNCT 2z10wq0051t 7 1 chemical chemical ADJ 2z10wq0051t 7 2 test test NOUN 2z10wq0051t 7 3 cards card NOUN 2z10wq0051t 7 4 combine combine VERB 2z10wq0051t 7 5 twelve twelve NUM 2z10wq0051t 7 6 different different ADJ 2z10wq0051t 7 7 colorimetric colorimetric ADJ 2z10wq0051t 7 8 tests test NOUN 2z10wq0051t 7 9 arranged arrange VERB 2z10wq0051t 7 10 in in ADP 2z10wq0051t 7 11 lanes lane NOUN 2z10wq0051t 7 12 to to PART 2z10wq0051t 7 13 produce produce VERB 2z10wq0051t 7 14 unique unique ADJ 2z10wq0051t 7 15 " " PUNCT 2z10wq0051t 7 16 color color NOUN 2z10wq0051t 7 17 bar bar NOUN 2z10wq0051t 7 18 codes code NOUN 2z10wq0051t 7 19 " " PUNCT 2z10wq0051t 7 20 for for ADP 2z10wq0051t 7 21 several several ADJ 2z10wq0051t 7 22 pharmaceuticals pharmaceutical NOUN 2z10wq0051t 7 23 , , PUNCT 2z10wq0051t 7 24 including include VERB 2z10wq0051t 7 25 beta beta ADJ 2z10wq0051t 7 26 lactam lactam NOUN 2z10wq0051t 7 27 antibiotics antibiotic NOUN 2z10wq0051t 7 28 and and CCONJ 2z10wq0051t 7 29 anti anti ADJ 2z10wq0051t 7 30 - - ADJ 2z10wq0051t 7 31 tuberculosis tuberculosis ADJ 2z10wq0051t 7 32 medications medication NOUN 2z10wq0051t 7 33 . . PUNCT 2z10wq0051t 8 1 working work VERB 2z10wq0051t 8 2 with with ADP 2z10wq0051t 8 3 the the DET 2z10wq0051t 8 4 united united PROPN 2z10wq0051t 8 5 states states PROPN 2z10wq0051t 8 6 food food PROPN 2z10wq0051t 8 7 and and CCONJ 2z10wq0051t 8 8 drug drug PROPN 2z10wq0051t 8 9 administration administration NOUN 2z10wq0051t 8 10 , , PUNCT 2z10wq0051t 8 11 i i PRON 2z10wq0051t 8 12 was be AUX 2z10wq0051t 8 13 able able ADJ 2z10wq0051t 8 14 to to PART 2z10wq0051t 8 15 use use VERB 2z10wq0051t 8 16 these these DET 2z10wq0051t 8 17 test test NOUN 2z10wq0051t 8 18 cards card NOUN 2z10wq0051t 8 19 to to PART 2z10wq0051t 8 20 identify identify VERB 2z10wq0051t 8 21 a a DET 2z10wq0051t 8 22 collection collection NOUN 2z10wq0051t 8 23 of of ADP 2z10wq0051t 8 24 counterfeit counterfeit ADJ 2z10wq0051t 8 25 pharmaceuticals pharmaceutical NOUN 2z10wq0051t 8 26 by by ADP 2z10wq0051t 8 27 recognizing recognize VERB 2z10wq0051t 8 28 deviations deviation NOUN 2z10wq0051t 8 29 from from ADP 2z10wq0051t 8 30 authentic authentic ADJ 2z10wq0051t 8 31 formulations formulation NOUN 2z10wq0051t 8 32 . . PUNCT 2z10wq0051t 9 1 while while SCONJ 2z10wq0051t 9 2 the the DET 2z10wq0051t 9 3 chemical chemical NOUN 2z10wq0051t 9 4 test test NOUN 2z10wq0051t 9 5 cards card NOUN 2z10wq0051t 9 6 are be AUX 2z10wq0051t 9 7 rapid rapid ADJ 2z10wq0051t 9 8 , , PUNCT 2z10wq0051t 9 9 sensitive sensitive ADJ 2z10wq0051t 9 10 , , PUNCT 2z10wq0051t 9 11 and and CCONJ 2z10wq0051t 9 12 specific specific ADJ 2z10wq0051t 9 13 with with ADP 2z10wq0051t 9 14 an an DET 2z10wq0051t 9 15 assortment assortment NOUN 2z10wq0051t 9 16 of of ADP 2z10wq0051t 9 17 pharmaceuticals pharmaceutical NOUN 2z10wq0051t 9 18 , , PUNCT 2z10wq0051t 9 19 there there PRON 2z10wq0051t 9 20 remains remain VERB 2z10wq0051t 9 21 a a DET 2z10wq0051t 9 22 group group NOUN 2z10wq0051t 9 23 of of ADP 2z10wq0051t 9 24 pharmaceuticals pharmaceutical NOUN 2z10wq0051t 9 25 that that PRON 2z10wq0051t 9 26 do do AUX 2z10wq0051t 9 27 not not PART 2z10wq0051t 9 28 produce produce VERB 2z10wq0051t 9 29 a a DET 2z10wq0051t 9 30 unique unique ADJ 2z10wq0051t 9 31 color color NOUN 2z10wq0051t 9 32 bar bar NOUN 2z10wq0051t 9 33 code code NOUN 2z10wq0051t 9 34 with with ADP 2z10wq0051t 9 35 the the DET 2z10wq0051t 9 36 test test NOUN 2z10wq0051t 9 37 cards card NOUN 2z10wq0051t 9 38 . . PUNCT 2z10wq0051t 10 1 to to PART 2z10wq0051t 10 2 complement complement VERB 2z10wq0051t 10 3 the the DET 2z10wq0051t 10 4 chemical chemical NOUN 2z10wq0051t 10 5 tests test NOUN 2z10wq0051t 10 6 , , PUNCT 2z10wq0051t 10 7 i i PRON 2z10wq0051t 10 8 have have AUX 2z10wq0051t 10 9 also also ADV 2z10wq0051t 10 10 developed develop VERB 2z10wq0051t 10 11 a a DET 2z10wq0051t 10 12 biological biological ADJ 2z10wq0051t 10 13 paper paper NOUN 2z10wq0051t 10 14 - - PUNCT 2z10wq0051t 10 15 based base VERB 2z10wq0051t 10 16 test test NOUN 2z10wq0051t 10 17 card card NOUN 2z10wq0051t 10 18 that that PRON 2z10wq0051t 10 19 incorporates incorporate VERB 2z10wq0051t 10 20 engineered engineer VERB 2z10wq0051t 10 21 yeast yeast NOUN 2z10wq0051t 10 22 , , PUNCT 2z10wq0051t 10 23 which which PRON 2z10wq0051t 10 24 have have VERB 2z10wq0051t 10 25 the the DET 2z10wq0051t 10 26 ability ability NOUN 2z10wq0051t 10 27 to to PART 2z10wq0051t 10 28 respond respond VERB 2z10wq0051t 10 29 to to ADP 2z10wq0051t 10 30 compounds compound NOUN 2z10wq0051t 10 31 with with ADP 2z10wq0051t 10 32 high high ADJ 2z10wq0051t 10 33 specificity specificity NOUN 2z10wq0051t 10 34 . . PUNCT 2z10wq0051t 11 1 my my PRON 2z10wq0051t 11 2 work work NOUN 2z10wq0051t 11 3 details detail VERB 2z10wq0051t 11 4 the the DET 2z10wq0051t 11 5 development development NOUN 2z10wq0051t 11 6 , , PUNCT 2z10wq0051t 11 7 optimization optimization NOUN 2z10wq0051t 11 8 and and CCONJ 2z10wq0051t 11 9 evaluation evaluation NOUN 2z10wq0051t 11 10 of of ADP 2z10wq0051t 11 11 this this DET 2z10wq0051t 11 12 biologically biologically ADV 2z10wq0051t 11 13 based base VERB 2z10wq0051t 11 14 test test NOUN 2z10wq0051t 11 15 that that PRON 2z10wq0051t 11 16 can can AUX 2z10wq0051t 11 17 identify identify VERB 2z10wq0051t 11 18 the the DET 2z10wq0051t 11 19 presence presence NOUN 2z10wq0051t 11 20 of of ADP 2z10wq0051t 11 21 doxycycline doxycycline NOUN 2z10wq0051t 11 22 in in ADP 2z10wq0051t 11 23 pharmaceutical pharmaceutical ADJ 2z10wq0051t 11 24 dosage dosage NOUN 2z10wq0051t 11 25 forms form NOUN 2z10wq0051t 11 26 . . PUNCT 2z10wq0051t 12 1 it it PRON 2z10wq0051t 12 2 is be AUX 2z10wq0051t 12 3 my my PRON 2z10wq0051t 12 4 hope hope NOUN 2z10wq0051t 12 5 that that SCONJ 2z10wq0051t 12 6 these these DET 2z10wq0051t 12 7 analytical analytical ADJ 2z10wq0051t 12 8 tools tool NOUN 2z10wq0051t 12 9 and and CCONJ 2z10wq0051t 12 10 others other NOUN 2z10wq0051t 12 11 like like ADP 2z10wq0051t 12 12 them they PRON 2z10wq0051t 12 13 can can AUX 2z10wq0051t 12 14 be be AUX 2z10wq0051t 12 15 used use VERB 2z10wq0051t 12 16 in in ADP 2z10wq0051t 12 17 low low ADJ 2z10wq0051t 12 18 resource resource NOUN 2z10wq0051t 12 19 settings setting NOUN 2z10wq0051t 12 20 to to PART 2z10wq0051t 12 21 better well ADV 2z10wq0051t 12 22 define define VERB 2z10wq0051t 12 23 the the DET 2z10wq0051t 12 24 problem problem NOUN 2z10wq0051t 12 25 of of ADP 2z10wq0051t 12 26 substandard substandard ADJ 2z10wq0051t 12 27 and and CCONJ 2z10wq0051t 12 28 falsified falsified ADJ 2z10wq0051t 12 29 medicines medicine NOUN 2z10wq0051t 12 30 , , PUNCT 2z10wq0051t 12 31 to to PART 2z10wq0051t 12 32 identify identify VERB 2z10wq0051t 12 33 poor poor ADJ 2z10wq0051t 12 34 quality quality NOUN 2z10wq0051t 12 35 medicines medicine NOUN 2z10wq0051t 12 36 before before SCONJ 2z10wq0051t 12 37 they they PRON 2z10wq0051t 12 38 reach reach VERB 2z10wq0051t 12 39 patients patient NOUN 2z10wq0051t 12 40 , , PUNCT 2z10wq0051t 12 41 and and CCONJ 2z10wq0051t 12 42 to to PART 2z10wq0051t 12 43 address address VERB 2z10wq0051t 12 44 global global ADJ 2z10wq0051t 12 45 health health NOUN 2z10wq0051t 12 46 problems problem NOUN 2z10wq0051t 12 47 where where SCONJ 2z10wq0051t 12 48 they they PRON 2z10wq0051t 12 49 exist exist VERB 2z10wq0051t 12 50 . . PUNCT