Datasets:
trial_id string | site_id string | week int64 | dropout_rate float64 | ae_burden_per_patient float64 | serious_ae_fraction float64 | time_to_onset_efficacy_days int64 | observed_endpoint_change float64 | censoring_bias_0_1 float64 | informative_censoring_z float64 | analysis_fail_next_60d int64 | label_analysis_fail_next_60d int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
TRIAL_CEN01 | S01 | 4 | 0.04 | 0.8 | 0.1 | 28 | -0.1 | 0.18 | 0.2 | 0 | 0 |
TRIAL_CEN01 | S01 | 6 | 0.05 | 0.9 | 0.12 | 28 | -0.12 | 0.22 | 0.3 | 0 | 0 |
TRIAL_CEN01 | S02 | 8 | 0.07 | 1.1 | 0.14 | 35 | -0.11 | 0.3 | 0.6 | 0 | 0 |
TRIAL_CEN01 | S02 | 10 | 0.1 | 1.4 | 0.18 | 35 | -0.08 | 0.42 | 1 | 1 | 1 |
TRIAL_CEN01 | S03 | 12 | 0.13 | 1.7 | 0.22 | 42 | -0.05 | 0.55 | 1.4 | 1 | 1 |
TRIAL_CEN02 | S01 | 5 | 0.03 | 0.7 | 0.09 | 21 | -0.11 | 0.15 | 0.2 | 0 | 0 |
TRIAL_CEN02 | S02 | 7 | 0.05 | 0.9 | 0.11 | 21 | -0.12 | 0.2 | 0.3 | 0 | 0 |
TRIAL_CEN02 | S03 | 9 | 0.09 | 1.3 | 0.17 | 28 | -0.09 | 0.38 | 0.9 | 1 | 1 |
TRIAL_CEN02 | S03 | 11 | 0.12 | 1.6 | 0.21 | 35 | -0.06 | 0.52 | 1.3 | 1 | 1 |
TRIAL_CEN02 | S04 | 6 | 0.06 | 1 | 0.13 | 28 | -0.1 | 0.26 | 0.5 | 0 | 0 |
Clinical Quad Dropout AE Burden Efficacy Lag Informative Censoring v0.1
Each row is a site week snapshot.
Core quad
Dropout rate
AE burden
Efficacy lag
Informative censoring
Target
label_analysis_fail_next_60d
Files
data/train.csv
data/tester.csv
scorer.py
Evaluation
Run model on data/tester.csv
Return predictions row aligned
Score with scorer.py
License
MIT
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