Datasets:
trial_id string | month int64 | cumulative_budget_spent_musd float64 | planned_budget_musd int64 | recruitment_rate_per_month int64 | target_recruitment_rate int64 | timeline_slip_weeks int64 | cash_runway_months int64 | projected_completion_gap_pct int64 | portfolio_pressure_index float64 | sponsor_stop_next_60d int64 | label_sponsor_stop_next_60d int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
TRIAL_FIN01 | 1 | 3.2 | 25 | 42 | 50 | 0 | 18 | 4 | 0.3 | 0 | 0 |
TRIAL_FIN01 | 3 | 8.5 | 25 | 45 | 50 | 2 | 16 | 6 | 0.35 | 0 | 0 |
TRIAL_FIN01 | 6 | 15 | 25 | 40 | 50 | 6 | 12 | 10 | 0.55 | 0 | 0 |
TRIAL_FIN01 | 9 | 21.8 | 25 | 34 | 50 | 10 | 8 | 18 | 0.75 | 1 | 1 |
TRIAL_FIN01 | 12 | 24.5 | 25 | 30 | 50 | 14 | 6 | 22 | 0.85 | 1 | 1 |
TRIAL_FIN02 | 2 | 5 | 30 | 60 | 65 | 1 | 20 | 3 | 0.25 | 0 | 0 |
TRIAL_FIN02 | 4 | 10.5 | 30 | 58 | 65 | 3 | 18 | 5 | 0.3 | 0 | 0 |
TRIAL_FIN02 | 7 | 18.2 | 30 | 52 | 65 | 7 | 14 | 11 | 0.6 | 1 | 1 |
TRIAL_FIN02 | 10 | 24.8 | 30 | 48 | 65 | 11 | 10 | 17 | 0.78 | 1 | 1 |
TRIAL_FIN02 | 5 | 12.8 | 30 | 55 | 65 | 4 | 17 | 6 | 0.4 | 0 | 0 |
Clinical Quad Budget Burn Recruitment Pace Timeline Slip Sponsor Stop Decision v0.1
Each row is a monthly financial and operational snapshot.
Core quad
Budget burn
Recruitment pace
Timeline slip
Sponsor decision pressure
Target
label_sponsor_stop_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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