CTO / README.md
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metadata
license: mit
annotations_creators:
  - other
language_creators:
  - other
language:
  - en
multilinguality:
  - monolingual
size_categories:
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - text-classification
task_ids:
  - acceptability-classification
pretty_name: CTO (Clinical Trial Outcome Prediction Dataset)
config_names:
  - news
  - linkage
  - human_labels
  - pubmed_gpt
  - stocks_and_amendments
configs:
  - config_name: CTO_label_preds
    data_files:
      - split: phase1
        path: phase1_CTO_rf.csv
      - split: phase2
        path: phase2_CTO_rf.csv
      - split: phase3
        path: phase3_CTO_rf.csv
  - config_name: news
    data_files:
      - split: test
        path: news_lfs/*
  - config_name: linkage
    data_files:
      - split: test
        path: Merged_all_trial_linkage_outcome_df__FDA_updated/*
  - config_name: human_labels
    data_files:
      - split: test
        path: human_labels_2020_2024/*
  - config_name: pubmed_gpt
    data_files:
      - split: test
        path: pubmed_gpt_outcomes/*
  - config_name: stocks_and_amendments
    data_files:
      - split: test
        path: labels_and_tickers/*

Dataset for "Automatically Labeling $200B Life-Saving Datasets: A Large Clinical Trial Outcome Benchmark"

Website: https://chufangao.github.io/CTOD/

Paper: https://arxiv.org/abs/2406.10292

Code: https://github.com/chufangao/ctod