Upload dataset
Browse files- README.md +254 -0
- part2_test/part2_test-00000-of-00001.parquet +3 -0
README.md
CHANGED
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@@ -20,6 +20,10 @@ configs:
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data_files:
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- split: part1_train
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path: part1_train/*.parquet
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- config_name: part2_train
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data_files:
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- split: part2_train
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@@ -767,6 +771,256 @@ dataset_info:
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num_examples: 67085
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download_size: 1322107
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dataset_size: 31128936
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| 770 |
- config_name: part2_train
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features:
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| 772 |
- name: gender
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| 20 |
data_files:
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| 21 |
- split: part1_train
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| 22 |
path: part1_train/*.parquet
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| 23 |
+
- config_name: part2_test
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| 24 |
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data_files:
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| 25 |
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- split: part2_test
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| 26 |
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path: part2_test/part2_test-*
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| 27 |
- config_name: part2_train
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data_files:
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| 29 |
- split: part2_train
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| 771 |
num_examples: 67085
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| 772 |
download_size: 1322107
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| 773 |
dataset_size: 31128936
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| 774 |
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- config_name: part2_test
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| 775 |
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features:
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| 776 |
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- name: gender
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| 777 |
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dtype: int64
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| 778 |
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- name: anchor_age
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| 779 |
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dtype: float64
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| 780 |
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- name: height
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| 781 |
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dtype: float64
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| 782 |
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- name: weight
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| 783 |
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dtype: float64
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| 784 |
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- name: height_missing
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| 785 |
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dtype: int64
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| 786 |
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- name: weight_missing
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| 787 |
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dtype: int64
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| 788 |
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- name: acuity
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| 789 |
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dtype: float64
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- name: recon_ace_inhibitor
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dtype: uint8
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| 792 |
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- name: recon_analgesic___nsaid
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| 793 |
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dtype: uint8
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| 794 |
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- name: recon_analgesic___opioid_nsaid
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| 795 |
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dtype: uint8
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- name: recon_antiarrhythmic
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dtype: uint8
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- name: recon_antibiotic
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dtype: uint8
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| 800 |
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- name: recon_anticoagulant
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dtype: uint8
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| 802 |
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- name: recon_anticonvulsant
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dtype: uint8
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| 804 |
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- name: recon_antiemetic
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dtype: uint8
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| 806 |
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- name: recon_antiplatelet
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| 807 |
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dtype: uint8
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| 808 |
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- name: recon_antipsychotic
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| 809 |
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dtype: uint8
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| 810 |
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- name: recon_benzodiazepine___sedative_anxiolytic
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| 811 |
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dtype: uint8
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| 812 |
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- name: recon_beta_blocker
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| 813 |
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dtype: uint8
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| 814 |
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- name: recon_bronchodilator
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| 815 |
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dtype: uint8
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| 816 |
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- name: recon_calcium_channel_blocker
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| 817 |
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dtype: uint8
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| 818 |
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- name: recon_corticosteroid
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| 819 |
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dtype: uint8
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| 820 |
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- name: recon_diuretic
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| 821 |
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dtype: uint8
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| 822 |
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- name: recon_gi___acid_suppression
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| 823 |
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dtype: uint8
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| 824 |
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- name: recon_insulin_glucose
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| 825 |
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dtype: uint8
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| 826 |
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- name: recon_nitrate
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| 827 |
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dtype: uint8
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| 828 |
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- name: cc_abdominal_pain
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| 829 |
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dtype: int64
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| 830 |
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- name: cc_altered_mental_status
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| 831 |
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dtype: int64
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| 832 |
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- name: cc_back_pain
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| 833 |
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dtype: int64
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| 834 |
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- name: cc_bleeding
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| 835 |
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dtype: int64
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| 836 |
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- name: cc_chest_pain
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| 837 |
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dtype: int64
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| 838 |
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- name: cc_dyspnea
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| 839 |
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dtype: int64
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| 840 |
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- name: cc_fall
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| 841 |
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dtype: int64
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| 842 |
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- name: cc_fever
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| 843 |
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dtype: int64
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| 844 |
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- name: cc_headache
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| 845 |
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dtype: int64
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| 846 |
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- name: cc_leg_complaint
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| 847 |
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dtype: int64
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| 848 |
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- name: cc_nausea_vomiting
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| 849 |
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dtype: int64
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| 850 |
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- name: cc_other
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| 851 |
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dtype: int64
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| 852 |
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- name: cc_pain_other
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| 853 |
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dtype: int64
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| 854 |
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- name: cc_palpitations
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| 855 |
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dtype: int64
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| 856 |
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- name: cc_psychiatric_overdose
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| 857 |
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dtype: int64
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| 858 |
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- name: cc_seizure
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| 859 |
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dtype: int64
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| 860 |
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- name: cc_stroke_like
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| 861 |
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dtype: int64
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| 862 |
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- name: cc_syncope
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| 863 |
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dtype: int64
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| 864 |
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- name: cc_trauma
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| 865 |
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dtype: int64
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| 866 |
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- name: cc_urinary
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| 867 |
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dtype: int64
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| 868 |
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- name: cc_weakness_fatigue
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| 869 |
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dtype: int64
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| 870 |
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- name: arrival_transport_AMBULANCE
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| 871 |
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dtype: int64
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| 872 |
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- name: arrival_transport_HELICOPTER
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| 873 |
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dtype: int64
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| 874 |
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- name: arrival_transport_OTHER
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| 875 |
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dtype: int64
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| 876 |
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- name: arrival_transport_UNKNOWN
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| 877 |
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dtype: int64
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| 878 |
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- name: arrival_transport_WALK IN
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| 879 |
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dtype: int64
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| 880 |
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- name: admission_type_AMBULATORY OBSERVATION
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| 881 |
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dtype: int64
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| 882 |
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- name: admission_type_DIRECT EMER.
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| 883 |
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dtype: int64
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| 884 |
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- name: admission_type_DIRECT OBSERVATION
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| 885 |
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dtype: int64
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| 886 |
+
- name: admission_type_ELECTIVE
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| 887 |
+
dtype: int64
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| 888 |
+
- name: admission_type_EU OBSERVATION
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| 889 |
+
dtype: int64
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| 890 |
+
- name: admission_type_EW EMER.
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| 891 |
+
dtype: int64
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| 892 |
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- name: admission_type_OBSERVATION ADMIT
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| 893 |
+
dtype: int64
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| 894 |
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- name: admission_type_SURGICAL SAME DAY ADMISSION
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| 895 |
+
dtype: int64
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| 896 |
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- name: admission_type_URGENT
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| 897 |
+
dtype: int64
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| 898 |
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- name: admission_missing
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| 899 |
+
dtype: int64
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| 900 |
+
- name: current_temperature
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| 901 |
+
dtype: float64
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| 902 |
+
- name: current_heartrate
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| 903 |
+
dtype: float64
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| 904 |
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- name: current_resprate
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| 905 |
+
dtype: float64
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| 906 |
+
- name: current_o2sat
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| 907 |
+
dtype: float64
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| 908 |
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- name: current_sbp
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| 909 |
+
dtype: float64
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| 910 |
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- name: current_dbp
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| 911 |
+
dtype: float64
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| 912 |
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- name: current_pain
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| 913 |
+
dtype: float64
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| 914 |
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- name: current_pulse_pressure
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| 915 |
+
dtype: float64
|
| 916 |
+
- name: current_map
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| 917 |
+
dtype: float64
|
| 918 |
+
- name: current_temperature_cummax
|
| 919 |
+
dtype: float64
|
| 920 |
+
- name: current_heartrate_cummax
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| 921 |
+
dtype: float64
|
| 922 |
+
- name: current_resprate_cummax
|
| 923 |
+
dtype: float64
|
| 924 |
+
- name: current_o2sat_cummax
|
| 925 |
+
dtype: float64
|
| 926 |
+
- name: current_sbp_cummax
|
| 927 |
+
dtype: float64
|
| 928 |
+
- name: current_dbp_cummax
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| 929 |
+
dtype: float64
|
| 930 |
+
- name: current_pain_cummax
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| 931 |
+
dtype: float64
|
| 932 |
+
- name: current_pulse_pressure_cummax
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| 933 |
+
dtype: float64
|
| 934 |
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- name: current_map_cummax
|
| 935 |
+
dtype: float64
|
| 936 |
+
- name: current_temperature_cummin
|
| 937 |
+
dtype: float64
|
| 938 |
+
- name: current_heartrate_cummin
|
| 939 |
+
dtype: float64
|
| 940 |
+
- name: current_resprate_cummin
|
| 941 |
+
dtype: float64
|
| 942 |
+
- name: current_o2sat_cummin
|
| 943 |
+
dtype: float64
|
| 944 |
+
- name: current_sbp_cummin
|
| 945 |
+
dtype: float64
|
| 946 |
+
- name: current_dbp_cummin
|
| 947 |
+
dtype: float64
|
| 948 |
+
- name: current_pain_cummin
|
| 949 |
+
dtype: float64
|
| 950 |
+
- name: current_pulse_pressure_cummin
|
| 951 |
+
dtype: float64
|
| 952 |
+
- name: current_map_cummin
|
| 953 |
+
dtype: float64
|
| 954 |
+
- name: current_temperature_cummean
|
| 955 |
+
dtype: float64
|
| 956 |
+
- name: current_heartrate_cummean
|
| 957 |
+
dtype: float64
|
| 958 |
+
- name: current_resprate_cummean
|
| 959 |
+
dtype: float64
|
| 960 |
+
- name: current_o2sat_cummean
|
| 961 |
+
dtype: float64
|
| 962 |
+
- name: current_sbp_cummean
|
| 963 |
+
dtype: float64
|
| 964 |
+
- name: current_dbp_cummean
|
| 965 |
+
dtype: float64
|
| 966 |
+
- name: current_pain_cummean
|
| 967 |
+
dtype: float64
|
| 968 |
+
- name: current_pulse_pressure_cummean
|
| 969 |
+
dtype: float64
|
| 970 |
+
- name: current_map_cummean
|
| 971 |
+
dtype: float64
|
| 972 |
+
- name: Chemistry-Blood
|
| 973 |
+
dtype: float64
|
| 974 |
+
- name: Hematology-Blood
|
| 975 |
+
dtype: float64
|
| 976 |
+
- name: Hematology-Urine
|
| 977 |
+
dtype: float64
|
| 978 |
+
- name: Blood Gas-Blood
|
| 979 |
+
dtype: float64
|
| 980 |
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- name: Chemistry-Urine
|
| 981 |
+
dtype: float64
|
| 982 |
+
- name: Chemistry-Other Body Fluid
|
| 983 |
+
dtype: float64
|
| 984 |
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- name: Hematology-Cerebrospinal Fluid
|
| 985 |
+
dtype: float64
|
| 986 |
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- name: Chemistry-Cerebrospinal Fluid
|
| 987 |
+
dtype: float64
|
| 988 |
+
- name: Hematology-Ascites
|
| 989 |
+
dtype: float64
|
| 990 |
+
- name: Chemistry-Ascites
|
| 991 |
+
dtype: float64
|
| 992 |
+
- name: Chemistry-Pleural
|
| 993 |
+
dtype: float64
|
| 994 |
+
- name: Hematology-Pleural
|
| 995 |
+
dtype: float64
|
| 996 |
+
- name: Hematology-Joint Fluid
|
| 997 |
+
dtype: float64
|
| 998 |
+
- name: Chemistry-Stool
|
| 999 |
+
dtype: float64
|
| 1000 |
+
- name: Hematology-Other Body Fluid
|
| 1001 |
+
dtype: float64
|
| 1002 |
+
- name: Blood Gas-Other Body Fluid
|
| 1003 |
+
dtype: float64
|
| 1004 |
+
- name: Hematology-Bone Marrow
|
| 1005 |
+
dtype: float64
|
| 1006 |
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- name: Hematology-Stool
|
| 1007 |
+
dtype: float64
|
| 1008 |
+
- name: Chemistry-Joint Fluid
|
| 1009 |
+
dtype: float64
|
| 1010 |
+
- name: minutes_into_stay
|
| 1011 |
+
dtype: float64
|
| 1012 |
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- name: time_since_last_hrs
|
| 1013 |
+
dtype: float64
|
| 1014 |
+
- name: escalation_needed
|
| 1015 |
+
dtype: int64
|
| 1016 |
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- name: ed_stay_id
|
| 1017 |
+
dtype: int64
|
| 1018 |
+
splits:
|
| 1019 |
+
- name: part2_test
|
| 1020 |
+
num_bytes: 114228000
|
| 1021 |
+
num_examples: 136800
|
| 1022 |
+
download_size: 6099965
|
| 1023 |
+
dataset_size: 114228000
|
| 1024 |
- config_name: part2_train
|
| 1025 |
features:
|
| 1026 |
- name: gender
|
part2_test/part2_test-00000-of-00001.parquet
ADDED
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@@ -0,0 +1,3 @@
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