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ADS599-Capstone
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modeling_data

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Upload dataset

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Files changed (2) hide show
  1. README.md +158 -0
  2. part1_test/part1_test-00000-of-00001.parquet +3 -0
README.md CHANGED
@@ -8,6 +8,10 @@ configs:
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  data_files:
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  - split: full_patient_state
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  path: full_patient_state/*.parquet
 
 
 
 
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  - config_name: part1_train
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  data_files:
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  - split: part1_train
@@ -293,6 +297,160 @@ dataset_info:
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  num_examples: 6551723
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  download_size: 106740245
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  dataset_size: 6552689436
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - config_name: part1_train
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  features:
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  - name: gender
 
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  data_files:
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  - split: full_patient_state
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  path: full_patient_state/*.parquet
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+ - config_name: part1_test
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+ data_files:
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+ - split: part1_test
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+ path: part1_test/part1_test-*
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  - config_name: part1_train
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  data_files:
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  - split: part1_train
 
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  num_examples: 6551723
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  download_size: 106740245
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  dataset_size: 6552689436
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+ - config_name: part1_test
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+ features:
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+ - name: gender
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+ dtype: int64
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+ - name: anchor_age
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+ dtype: float64
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+ - name: height
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+ dtype: float64
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+ - name: weight
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+ dtype: float64
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+ - name: height_missing
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+ dtype: int64
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+ - name: weight_missing
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+ dtype: int64
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+ - name: current_temperature
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+ dtype: float64
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+ - name: current_heartrate
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+ dtype: float64
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+ - name: current_resprate
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+ dtype: float64
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+ - name: current_o2sat
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+ dtype: float64
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+ - name: current_sbp
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+ dtype: float64
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+ - name: current_dbp
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+ dtype: float64
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+ - name: current_pain
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+ dtype: float64
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+ - name: current_pulse_pressure
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+ dtype: float64
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+ - name: current_map
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+ dtype: float64
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+ - name: pain_missing
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+ dtype: int64
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+ - name: acuity
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+ dtype: float64
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+ - name: arrival_transport_AMBULANCE
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+ dtype: int64
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+ - name: arrival_transport_HELICOPTER
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+ dtype: int64
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+ - name: arrival_transport_OTHER
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+ dtype: int64
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+ - name: arrival_transport_UNKNOWN
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+ dtype: int64
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+ - name: arrival_transport_WALK IN
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+ dtype: int64
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+ - name: admission_type_AMBULATORY OBSERVATION
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+ dtype: int64
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+ - name: admission_type_DIRECT EMER.
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+ dtype: int64
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+ - name: admission_type_DIRECT OBSERVATION
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+ dtype: int64
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+ - name: admission_type_ELECTIVE
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+ dtype: int64
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+ - name: admission_type_EU OBSERVATION
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+ dtype: int64
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+ - name: admission_type_EW EMER.
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+ dtype: int64
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+ - name: admission_type_OBSERVATION ADMIT
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+ dtype: int64
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+ - name: admission_type_SURGICAL SAME DAY ADMISSION
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+ dtype: int64
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+ - name: admission_type_URGENT
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+ dtype: int64
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+ - name: admission_missing
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+ dtype: int64
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+ - name: recon_ace_inhibitor
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+ dtype: uint8
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+ - name: recon_analgesic___nsaid
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+ dtype: uint8
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+ - name: recon_analgesic___opioid_nsaid
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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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+ - name: recon_anticoagulant
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+ dtype: uint8
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+ - name: recon_anticonvulsant
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+ dtype: uint8
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+ - name: recon_antiemetic
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+ dtype: uint8
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+ - name: recon_antiplatelet
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+ dtype: uint8
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+ - name: recon_antipsychotic
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+ dtype: uint8
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+ - name: recon_benzodiazepine___sedative_anxiolytic
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+ dtype: uint8
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+ - name: recon_beta_blocker
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+ dtype: uint8
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+ - name: recon_bronchodilator
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+ dtype: uint8
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+ - name: recon_calcium_channel_blocker
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+ dtype: uint8
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+ - name: recon_corticosteroid
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+ dtype: uint8
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+ - name: recon_diuretic
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+ dtype: uint8
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+ - name: recon_gi___acid_suppression
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+ dtype: uint8
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+ - name: recon_insulin_glucose
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+ dtype: uint8
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+ - name: recon_nitrate
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+ dtype: uint8
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+ - name: cc_abdominal_pain
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+ dtype: int64
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+ - name: cc_altered_mental_status
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+ dtype: int64
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+ - name: cc_back_pain
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+ dtype: int64
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+ - name: cc_bleeding
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+ dtype: int64
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+ - name: cc_chest_pain
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+ dtype: int64
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+ - name: cc_dyspnea
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+ dtype: int64
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+ - name: cc_fall
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+ dtype: int64
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+ - name: cc_fever
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+ dtype: int64
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+ - name: cc_headache
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+ dtype: int64
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+ - name: cc_leg_complaint
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+ dtype: int64
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+ - name: cc_nausea_vomiting
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+ dtype: int64
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+ - name: cc_other
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+ dtype: int64
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+ - name: cc_pain_other
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+ dtype: int64
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+ - name: cc_palpitations
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+ dtype: int64
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+ - name: cc_psychiatric_overdose
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+ dtype: int64
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+ - name: cc_seizure
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+ dtype: int64
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+ - name: cc_stroke_like
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+ dtype: int64
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+ - name: cc_syncope
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+ dtype: int64
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+ - name: cc_trauma
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+ dtype: int64
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+ - name: cc_urinary
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+ dtype: int64
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+ - name: cc_weakness_fatigue
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+ dtype: int64
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+ - name: cohort_label
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+ dtype: string
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+ splits:
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+ - name: part1_test
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+ num_bytes: 7833618
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+ num_examples: 16882
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+ download_size: 380904
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+ dataset_size: 7833618
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  - config_name: part1_train
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  features:
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  - name: gender
part1_test/part1_test-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d26b122d3910087ec86ab30757800c298728a46457f1c007dab7f07a1cdb5bca
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+ size 380904