README.md

metadata

dataset_info:
  features:
    - name: phases
      list:
        class_label:
          names:
            '0': NA
            '1': EARLY_PHASE1
            '2': PHASE1
            '3': PHASE2
            '4': PHASE3
            '5': PHASE4
    - name: enrollmentCount
      dtype: int64
    - name: allocation
      dtype: string
    - name: interventionModel
      dtype: string
    - name: primaryPurpose
      dtype:
        class_label:
          names:
            '0': TREATMENT
            '1': PREVENTION
            '2': DIAGNOSTIC
            '3': ECT
            '4': SUPPORTIVE_CARE
            '5': SCREENING
            '6': HEALTH_SERVICES_RESEARCH
            '7': BASIC_SCIENCE
            '8': DEVICE_FEASIBILITY
            '9': OTHER
    - name: masking
      dtype:
        class_label:
          names:
            '0': NONE
            '1': SINGLE
            '2': DOUBLE
            '3': TRIPLE
            '4': QUADRUPLE
    - name: healthyVolunteers
      dtype: bool
    - name: sex
      dtype:
        class_label:
          names:
            '0': ALL
            '1': FEMALE
            '2': MALE
    - name: oversightHasDmc
      dtype: bool
    - name: briefSummary
      dtype: string
    - name: detailedDescription
      dtype: string
    - name: conditions
      dtype: string
    - name: conditionsKeywords
      dtype: string
    - name: protocolPdfText
      dtype: string
    - name: numArms
      dtype: int64
    - name: armDescriptions
      dtype: string
    - name: armGroupTypes
      list:
        class_label:
          names:
            '0': EXPERIMENTAL
            '1': ACTIVE_COMPARATOR
            '2': PLACEBO_COMPARATOR
            '3': SHAM_COMPARATOR
            '4': NO_INTERVENTION
            '5': OTHER
    - name: numInterventions
      dtype: int64
    - name: interventionTypes
      list:
        class_label:
          names:
            '0': DRUG
            '1': DEVICE
            '2': BIOLOGICAL
            '3': PROCEDURE
            '4': RADIATION
            '5': BEHAVIORAL
            '6': GENETIC
            '7': DIETARY_SUPPLEMENT
            '8': COMBINATION_PRODUCT
            '9': DIAGNOSTIC_TEST
            '10': OTHER
    - name: interventionDescriptions
      dtype: string
    - name: interventionNames
      dtype: string
    - name: numLocations
      dtype: int64
    - name: locationDetails
      dtype: string
    - name: target
      dtype: int64
    - name: nctid
      dtype: string
  splits:
    - name: train
      num_bytes: 1253409459
      num_examples: 29478
    - name: validation
      num_bytes: 1379185099
      num_examples: 6316
  download_size: 1147601112
  dataset_size: 2632594558
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
version: 0.2.2_CT-DEB26-phase1
tags:
  - clinical-trials
  - medication-safety
  - tabular-classification
license: cc-by-4.0