Datasets:
trial_id string | site_id string | week int64 | enrolled_this_week int64 | screen_fail_rate float64 | protocol_deviation_rate float64 | visit_adherence_rate float64 | dropout_rate float64 | query_backlog_per_patient float64 | outcome_drift_z float64 | dsmb_flags_next_4w int64 | label_trial_fail_risk_next_30d int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
TRIAL_DF03 | S01 | 4 | 18 | 0.22 | 0.06 | 0.91 | 0.05 | 1.2 | 0.4 | 0 | 0 |
TRIAL_DF03 | S01 | 6 | 16 | 0.25 | 0.07 | 0.89 | 0.06 | 1.5 | 0.6 | 0 | 0 |
TRIAL_DF03 | S02 | 8 | 14 | 0.29 | 0.09 | 0.86 | 0.08 | 2.1 | 0.9 | 0 | 0 |
TRIAL_DF03 | S02 | 10 | 12 | 0.33 | 0.11 | 0.83 | 0.1 | 2.8 | 1.2 | 1 | 1 |
TRIAL_DF03 | S03 | 12 | 10 | 0.36 | 0.12 | 0.81 | 0.12 | 3.2 | 1.4 | 1 | 1 |
TRIAL_DF04 | S01 | 5 | 20 | 0.2 | 0.05 | 0.93 | 0.04 | 1 | 0.3 | 0 | 0 |
TRIAL_DF04 | S02 | 7 | 17 | 0.24 | 0.07 | 0.9 | 0.05 | 1.3 | 0.5 | 0 | 0 |
TRIAL_DF04 | S03 | 9 | 13 | 0.31 | 0.1 | 0.84 | 0.09 | 2.4 | 1.1 | 1 | 1 |
TRIAL_DF04 | S03 | 11 | 11 | 0.35 | 0.12 | 0.8 | 0.13 | 3.5 | 1.6 | 1 | 1 |
TRIAL_DF04 | S04 | 6 | 15 | 0.27 | 0.08 | 0.88 | 0.07 | 1.9 | 0.8 | 0 | 0 |
Clinical Quad Recruitment Protocol Adherence Outcome Drift v0.1
Each row is a site week snapshot.
Core quad
Recruitment quality
Protocol deviation
Visit adherence
Outcome drift
Target
label_trial_fail_risk_next_30d
Files
data/train.csv
data/tester.csv
scorer.py
Evaluation
Run model on data/tester.csv
Return predictions row aligned
Score with scorer.py
Columns
trial_id
site_id
week
enrolled_this_week
screen_fail_rate
protocol_deviation_rate
visit_adherence_rate
dropout_rate
query_backlog_per_patient
outcome_drift_z
dsmb_flags_next_4w
label_trial_fail_risk_next_30d
License
MIT
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