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donut-base-cord-test5-CMStemp1

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Files changed (10) hide show
  1. README.md +55 -0
  2. added_tokens.json +270 -0
  3. generation_config.json +8 -0
  4. model.safetensors +1 -1
  5. preprocessor_config.json +26 -0
  6. runs/Mar09_11-00-45_c1f9f8bea4da/events.out.tfevents.1709982055.c1f9f8bea4da.2596.0 +2 -2
  7. sentencepiece.bpe.model +3 -0
  8. special_tokens_map.json +1537 -0
  9. tokenizer.json +0 -0
  10. tokenizer_config.json +2414 -0
README.md ADDED
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+ ---
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+ license: mit
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+ base_model: naver-clova-ix/donut-base-finetuned-cord-v2
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - imagefolder
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+ model-index:
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+ - name: donut-base-cord-test5-CMStemp1
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # donut-base-cord-test5-CMStemp1
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+
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+ This model is a fine-tuned version of [naver-clova-ix/donut-base-finetuned-cord-v2](https://huggingface.co/naver-clova-ix/donut-base-finetuned-cord-v2) on the imagefolder dataset.
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 1
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 20
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.2
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+ - Pytorch 2.1.0+cu121
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
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576
+ },
577
+ {
578
+ "content": "<s_DD 2>",
579
+ "lstrip": false,
580
+ "normalized": false,
581
+ "rstrip": false,
582
+ "single_word": false
583
+ },
584
+ {
585
+ "content": "</s_DD 2>",
586
+ "lstrip": false,
587
+ "normalized": false,
588
+ "rstrip": false,
589
+ "single_word": false
590
+ },
591
+ {
592
+ "content": "<s_CPT/HCPCS 2>",
593
+ "lstrip": false,
594
+ "normalized": false,
595
+ "rstrip": false,
596
+ "single_word": false
597
+ },
598
+ {
599
+ "content": "</s_CPT/HCPCS 2>",
600
+ "lstrip": false,
601
+ "normalized": false,
602
+ "rstrip": false,
603
+ "single_word": false
604
+ },
605
+ {
606
+ "content": "<s_$CHARGES 2>",
607
+ "lstrip": false,
608
+ "normalized": false,
609
+ "rstrip": false,
610
+ "single_word": false
611
+ },
612
+ {
613
+ "content": "</s_$CHARGES 2>",
614
+ "lstrip": false,
615
+ "normalized": false,
616
+ "rstrip": false,
617
+ "single_word": false
618
+ },
619
+ {
620
+ "content": "<s_YY 3>",
621
+ "lstrip": false,
622
+ "normalized": false,
623
+ "rstrip": false,
624
+ "single_word": false
625
+ },
626
+ {
627
+ "content": "</s_YY 3>",
628
+ "lstrip": false,
629
+ "normalized": false,
630
+ "rstrip": false,
631
+ "single_word": false
632
+ },
633
+ {
634
+ "content": "<s_UNITS 3>",
635
+ "lstrip": false,
636
+ "normalized": false,
637
+ "rstrip": false,
638
+ "single_word": false
639
+ },
640
+ {
641
+ "content": "</s_UNITS 3>",
642
+ "lstrip": false,
643
+ "normalized": false,
644
+ "rstrip": false,
645
+ "single_word": false
646
+ },
647
+ {
648
+ "content": "<s_PROVIDER ID 3>",
649
+ "lstrip": false,
650
+ "normalized": false,
651
+ "rstrip": false,
652
+ "single_word": false
653
+ },
654
+ {
655
+ "content": "</s_PROVIDER ID 3>",
656
+ "lstrip": false,
657
+ "normalized": false,
658
+ "rstrip": false,
659
+ "single_word": false
660
+ },
661
+ {
662
+ "content": "<s_PLACE OF SERVICE 3>",
663
+ "lstrip": false,
664
+ "normalized": false,
665
+ "rstrip": false,
666
+ "single_word": false
667
+ },
668
+ {
669
+ "content": "</s_PLACE OF SERVICE 3>",
670
+ "lstrip": false,
671
+ "normalized": false,
672
+ "rstrip": false,
673
+ "single_word": false
674
+ },
675
+ {
676
+ "content": "<s_MODIFIER 3>",
677
+ "lstrip": false,
678
+ "normalized": false,
679
+ "rstrip": false,
680
+ "single_word": false
681
+ },
682
+ {
683
+ "content": "</s_MODIFIER 3>",
684
+ "lstrip": false,
685
+ "normalized": false,
686
+ "rstrip": false,
687
+ "single_word": false
688
+ },
689
+ {
690
+ "content": "<s_MM 3>",
691
+ "lstrip": false,
692
+ "normalized": false,
693
+ "rstrip": false,
694
+ "single_word": false
695
+ },
696
+ {
697
+ "content": "</s_MM 3>",
698
+ "lstrip": false,
699
+ "normalized": false,
700
+ "rstrip": false,
701
+ "single_word": false
702
+ },
703
+ {
704
+ "content": "<s_Family Plan 3>",
705
+ "lstrip": false,
706
+ "normalized": false,
707
+ "rstrip": false,
708
+ "single_word": false
709
+ },
710
+ {
711
+ "content": "</s_Family Plan 3>",
712
+ "lstrip": false,
713
+ "normalized": false,
714
+ "rstrip": false,
715
+ "single_word": false
716
+ },
717
+ {
718
+ "content": "<s_EMG 3>",
719
+ "lstrip": false,
720
+ "normalized": false,
721
+ "rstrip": false,
722
+ "single_word": false
723
+ },
724
+ {
725
+ "content": "</s_EMG 3>",
726
+ "lstrip": false,
727
+ "normalized": false,
728
+ "rstrip": false,
729
+ "single_word": false
730
+ },
731
+ {
732
+ "content": "<s_DIAGNOSIS POINTER 3>",
733
+ "lstrip": false,
734
+ "normalized": false,
735
+ "rstrip": false,
736
+ "single_word": false
737
+ },
738
+ {
739
+ "content": "</s_DIAGNOSIS POINTER 3>",
740
+ "lstrip": false,
741
+ "normalized": false,
742
+ "rstrip": false,
743
+ "single_word": false
744
+ },
745
+ {
746
+ "content": "<s_DD 3>",
747
+ "lstrip": false,
748
+ "normalized": false,
749
+ "rstrip": false,
750
+ "single_word": false
751
+ },
752
+ {
753
+ "content": "</s_DD 3>",
754
+ "lstrip": false,
755
+ "normalized": false,
756
+ "rstrip": false,
757
+ "single_word": false
758
+ },
759
+ {
760
+ "content": "<s_CPT/HCPCS 3>",
761
+ "lstrip": false,
762
+ "normalized": false,
763
+ "rstrip": false,
764
+ "single_word": false
765
+ },
766
+ {
767
+ "content": "</s_CPT/HCPCS 3>",
768
+ "lstrip": false,
769
+ "normalized": false,
770
+ "rstrip": false,
771
+ "single_word": false
772
+ },
773
+ {
774
+ "content": "<s_$CHARGES 3>",
775
+ "lstrip": false,
776
+ "normalized": false,
777
+ "rstrip": false,
778
+ "single_word": false
779
+ },
780
+ {
781
+ "content": "</s_$CHARGES 3>",
782
+ "lstrip": false,
783
+ "normalized": false,
784
+ "rstrip": false,
785
+ "single_word": false
786
+ },
787
+ {
788
+ "content": "<s_23. PRIOR AUTHORIZATION NUMBER>",
789
+ "lstrip": false,
790
+ "normalized": false,
791
+ "rstrip": false,
792
+ "single_word": false
793
+ },
794
+ {
795
+ "content": "</s_23. PRIOR AUTHORIZATION NUMBER>",
796
+ "lstrip": false,
797
+ "normalized": false,
798
+ "rstrip": false,
799
+ "single_word": false
800
+ },
801
+ {
802
+ "content": "<s_22. RESUBMISSION CODE>",
803
+ "lstrip": false,
804
+ "normalized": false,
805
+ "rstrip": false,
806
+ "single_word": false
807
+ },
808
+ {
809
+ "content": "</s_22. RESUBMISSION CODE>",
810
+ "lstrip": false,
811
+ "normalized": false,
812
+ "rstrip": false,
813
+ "single_word": false
814
+ },
815
+ {
816
+ "content": "<s_21. DIAGNOSIS OR NATURE OF ILLNESS>",
817
+ "lstrip": false,
818
+ "normalized": false,
819
+ "rstrip": false,
820
+ "single_word": false
821
+ },
822
+ {
823
+ "content": "</s_21. DIAGNOSIS OR NATURE OF ILLNESS>",
824
+ "lstrip": false,
825
+ "normalized": false,
826
+ "rstrip": false,
827
+ "single_word": false
828
+ },
829
+ {
830
+ "content": "<s_words>",
831
+ "lstrip": false,
832
+ "normalized": false,
833
+ "rstrip": false,
834
+ "single_word": false
835
+ },
836
+ {
837
+ "content": "</s_words>",
838
+ "lstrip": false,
839
+ "normalized": false,
840
+ "rstrip": false,
841
+ "single_word": false
842
+ },
843
+ {
844
+ "content": "<s_word>",
845
+ "lstrip": false,
846
+ "normalized": false,
847
+ "rstrip": false,
848
+ "single_word": false
849
+ },
850
+ {
851
+ "content": "</s_word>",
852
+ "lstrip": false,
853
+ "normalized": false,
854
+ "rstrip": false,
855
+ "single_word": false
856
+ },
857
+ {
858
+ "content": "<s_normalizedVertices>",
859
+ "lstrip": false,
860
+ "normalized": false,
861
+ "rstrip": false,
862
+ "single_word": false
863
+ },
864
+ {
865
+ "content": "</s_normalizedVertices>",
866
+ "lstrip": false,
867
+ "normalized": false,
868
+ "rstrip": false,
869
+ "single_word": false
870
+ },
871
+ {
872
+ "content": "<s_y>",
873
+ "lstrip": false,
874
+ "normalized": false,
875
+ "rstrip": false,
876
+ "single_word": false
877
+ },
878
+ {
879
+ "content": "</s_y>",
880
+ "lstrip": false,
881
+ "normalized": false,
882
+ "rstrip": false,
883
+ "single_word": false
884
+ },
885
+ {
886
+ "content": "<s_x>",
887
+ "lstrip": false,
888
+ "normalized": false,
889
+ "rstrip": false,
890
+ "single_word": false
891
+ },
892
+ {
893
+ "content": "</s_x>",
894
+ "lstrip": false,
895
+ "normalized": false,
896
+ "rstrip": false,
897
+ "single_word": false
898
+ },
899
+ {
900
+ "content": "<s_text>",
901
+ "lstrip": false,
902
+ "normalized": false,
903
+ "rstrip": false,
904
+ "single_word": false
905
+ },
906
+ {
907
+ "content": "</s_text>",
908
+ "lstrip": false,
909
+ "normalized": false,
910
+ "rstrip": false,
911
+ "single_word": false
912
+ },
913
+ {
914
+ "content": "<s_label>",
915
+ "lstrip": false,
916
+ "normalized": false,
917
+ "rstrip": false,
918
+ "single_word": false
919
+ },
920
+ {
921
+ "content": "</s_label>",
922
+ "lstrip": false,
923
+ "normalized": false,
924
+ "rstrip": false,
925
+ "single_word": false
926
+ },
927
+ {
928
+ "content": "<s_20. OUTSIDE LAB>",
929
+ "lstrip": false,
930
+ "normalized": false,
931
+ "rstrip": false,
932
+ "single_word": false
933
+ },
934
+ {
935
+ "content": "</s_20. OUTSIDE LAB>",
936
+ "lstrip": false,
937
+ "normalized": false,
938
+ "rstrip": false,
939
+ "single_word": false
940
+ },
941
+ {
942
+ "content": "<s_20. LAB $CHARGES>",
943
+ "lstrip": false,
944
+ "normalized": false,
945
+ "rstrip": false,
946
+ "single_word": false
947
+ },
948
+ {
949
+ "content": "</s_20. LAB $CHARGES>",
950
+ "lstrip": false,
951
+ "normalized": false,
952
+ "rstrip": false,
953
+ "single_word": false
954
+ },
955
+ {
956
+ "content": "<s_PATIENT AND INSURED INFORMATION>",
957
+ "lstrip": false,
958
+ "normalized": false,
959
+ "rstrip": false,
960
+ "single_word": false
961
+ },
962
+ {
963
+ "content": "</s_PATIENT AND INSURED INFORMATION>",
964
+ "lstrip": false,
965
+ "normalized": false,
966
+ "rstrip": false,
967
+ "single_word": false
968
+ },
969
+ {
970
+ "content": "<s_9d. INSURANCE PLAN NAME>",
971
+ "lstrip": false,
972
+ "normalized": false,
973
+ "rstrip": false,
974
+ "single_word": false
975
+ },
976
+ {
977
+ "content": "</s_9d. INSURANCE PLAN NAME>",
978
+ "lstrip": false,
979
+ "normalized": false,
980
+ "rstrip": false,
981
+ "single_word": false
982
+ },
983
+ {
984
+ "content": "<s_9a. OTHER INSURED'S POLICY OR GROUP>",
985
+ "lstrip": false,
986
+ "normalized": false,
987
+ "rstrip": false,
988
+ "single_word": false
989
+ },
990
+ {
991
+ "content": "</s_9a. OTHER INSURED'S POLICY OR GROUP>",
992
+ "lstrip": false,
993
+ "normalized": false,
994
+ "rstrip": false,
995
+ "single_word": false
996
+ },
997
+ {
998
+ "content": "<s_9. OTHER INSURED'S NAME>",
999
+ "lstrip": false,
1000
+ "normalized": false,
1001
+ "rstrip": false,
1002
+ "single_word": false
1003
+ },
1004
+ {
1005
+ "content": "</s_9. OTHER INSURED'S NAME>",
1006
+ "lstrip": false,
1007
+ "normalized": false,
1008
+ "rstrip": false,
1009
+ "single_word": false
1010
+ },
1011
+ {
1012
+ "content": "<s_7. INSURED'S INFO>",
1013
+ "lstrip": false,
1014
+ "normalized": false,
1015
+ "rstrip": false,
1016
+ "single_word": false
1017
+ },
1018
+ {
1019
+ "content": "</s_7. INSURED'S INFO>",
1020
+ "lstrip": false,
1021
+ "normalized": false,
1022
+ "rstrip": false,
1023
+ "single_word": false
1024
+ },
1025
+ {
1026
+ "content": "<s_4. INSURED'S NAME>",
1027
+ "lstrip": false,
1028
+ "normalized": false,
1029
+ "rstrip": false,
1030
+ "single_word": false
1031
+ },
1032
+ {
1033
+ "content": "</s_4. INSURED'S NAME>",
1034
+ "lstrip": false,
1035
+ "normalized": false,
1036
+ "rstrip": false,
1037
+ "single_word": false
1038
+ },
1039
+ {
1040
+ "content": "<s_7. INSURED'S ADDRESS>",
1041
+ "lstrip": false,
1042
+ "normalized": false,
1043
+ "rstrip": false,
1044
+ "single_word": false
1045
+ },
1046
+ {
1047
+ "content": "</s_7. INSURED'S ADDRESS>",
1048
+ "lstrip": false,
1049
+ "normalized": false,
1050
+ "rstrip": false,
1051
+ "single_word": false
1052
+ },
1053
+ {
1054
+ "content": "<s_7. INSURED'S STATE>",
1055
+ "lstrip": false,
1056
+ "normalized": false,
1057
+ "rstrip": false,
1058
+ "single_word": false
1059
+ },
1060
+ {
1061
+ "content": "</s_7. INSURED'S STATE>",
1062
+ "lstrip": false,
1063
+ "normalized": false,
1064
+ "rstrip": false,
1065
+ "single_word": false
1066
+ },
1067
+ {
1068
+ "content": "<s_7. INSURED'S CITY>",
1069
+ "lstrip": false,
1070
+ "normalized": false,
1071
+ "rstrip": false,
1072
+ "single_word": false
1073
+ },
1074
+ {
1075
+ "content": "</s_7. INSURED'S CITY>",
1076
+ "lstrip": false,
1077
+ "normalized": false,
1078
+ "rstrip": false,
1079
+ "single_word": false
1080
+ },
1081
+ {
1082
+ "content": "<s_7. INSURED'S ZIP CODE>",
1083
+ "lstrip": false,
1084
+ "normalized": false,
1085
+ "rstrip": false,
1086
+ "single_word": false
1087
+ },
1088
+ {
1089
+ "content": "</s_7. INSURED'S ZIP CODE>",
1090
+ "lstrip": false,
1091
+ "normalized": false,
1092
+ "rstrip": false,
1093
+ "single_word": false
1094
+ },
1095
+ {
1096
+ "content": "<s_7. INSURED'S TELEPHONE>",
1097
+ "lstrip": false,
1098
+ "normalized": false,
1099
+ "rstrip": false,
1100
+ "single_word": false
1101
+ },
1102
+ {
1103
+ "content": "</s_7. INSURED'S TELEPHONE>",
1104
+ "lstrip": false,
1105
+ "normalized": false,
1106
+ "rstrip": false,
1107
+ "single_word": false
1108
+ },
1109
+ {
1110
+ "content": "<s_6. PATIENT RELATIONSHIP>",
1111
+ "lstrip": false,
1112
+ "normalized": false,
1113
+ "rstrip": false,
1114
+ "single_word": false
1115
+ },
1116
+ {
1117
+ "content": "</s_6. PATIENT RELATIONSHIP>",
1118
+ "lstrip": false,
1119
+ "normalized": false,
1120
+ "rstrip": false,
1121
+ "single_word": false
1122
+ },
1123
+ {
1124
+ "content": "<s_5. PATIENT'S ZIP CODE>",
1125
+ "lstrip": false,
1126
+ "normalized": false,
1127
+ "rstrip": false,
1128
+ "single_word": false
1129
+ },
1130
+ {
1131
+ "content": "</s_5. PATIENT'S ZIP CODE>",
1132
+ "lstrip": false,
1133
+ "normalized": false,
1134
+ "rstrip": false,
1135
+ "single_word": false
1136
+ },
1137
+ {
1138
+ "content": "<s_5. PATIENT'S TELEPHONE>",
1139
+ "lstrip": false,
1140
+ "normalized": false,
1141
+ "rstrip": false,
1142
+ "single_word": false
1143
+ },
1144
+ {
1145
+ "content": "</s_5. PATIENT'S TELEPHONE>",
1146
+ "lstrip": false,
1147
+ "normalized": false,
1148
+ "rstrip": false,
1149
+ "single_word": false
1150
+ },
1151
+ {
1152
+ "content": "<s_5. PATIENT'S STATE>",
1153
+ "lstrip": false,
1154
+ "normalized": false,
1155
+ "rstrip": false,
1156
+ "single_word": false
1157
+ },
1158
+ {
1159
+ "content": "</s_5. PATIENT'S STATE>",
1160
+ "lstrip": false,
1161
+ "normalized": false,
1162
+ "rstrip": false,
1163
+ "single_word": false
1164
+ },
1165
+ {
1166
+ "content": "<s_5. PATIENT'S CITY>",
1167
+ "lstrip": false,
1168
+ "normalized": false,
1169
+ "rstrip": false,
1170
+ "single_word": false
1171
+ },
1172
+ {
1173
+ "content": "</s_5. PATIENT'S CITY>",
1174
+ "lstrip": false,
1175
+ "normalized": false,
1176
+ "rstrip": false,
1177
+ "single_word": false
1178
+ },
1179
+ {
1180
+ "content": "<s_5. PATIENT'S ADDRESS>",
1181
+ "lstrip": false,
1182
+ "normalized": false,
1183
+ "rstrip": false,
1184
+ "single_word": false
1185
+ },
1186
+ {
1187
+ "content": "</s_5. PATIENT'S ADDRESS>",
1188
+ "lstrip": false,
1189
+ "normalized": false,
1190
+ "rstrip": false,
1191
+ "single_word": false
1192
+ },
1193
+ {
1194
+ "content": "<s_3. PATIENT'S SEX>",
1195
+ "lstrip": false,
1196
+ "normalized": false,
1197
+ "rstrip": false,
1198
+ "single_word": false
1199
+ },
1200
+ {
1201
+ "content": "</s_3. PATIENT'S SEX>",
1202
+ "lstrip": false,
1203
+ "normalized": false,
1204
+ "rstrip": false,
1205
+ "single_word": false
1206
+ },
1207
+ {
1208
+ "content": "<s_3. PATIENT'S DATE OF BIRTH>",
1209
+ "lstrip": false,
1210
+ "normalized": false,
1211
+ "rstrip": false,
1212
+ "single_word": false
1213
+ },
1214
+ {
1215
+ "content": "</s_3. PATIENT'S DATE OF BIRTH>",
1216
+ "lstrip": false,
1217
+ "normalized": false,
1218
+ "rstrip": false,
1219
+ "single_word": false
1220
+ },
1221
+ {
1222
+ "content": "<s_YY>",
1223
+ "lstrip": false,
1224
+ "normalized": false,
1225
+ "rstrip": false,
1226
+ "single_word": false
1227
+ },
1228
+ {
1229
+ "content": "</s_YY>",
1230
+ "lstrip": false,
1231
+ "normalized": false,
1232
+ "rstrip": false,
1233
+ "single_word": false
1234
+ },
1235
+ {
1236
+ "content": "<s_MM>",
1237
+ "lstrip": false,
1238
+ "normalized": false,
1239
+ "rstrip": false,
1240
+ "single_word": false
1241
+ },
1242
+ {
1243
+ "content": "</s_MM>",
1244
+ "lstrip": false,
1245
+ "normalized": false,
1246
+ "rstrip": false,
1247
+ "single_word": false
1248
+ },
1249
+ {
1250
+ "content": "<s_DD>",
1251
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