Datasets:
trial_id string | patient_id string | day int64 | dose_mg int64 | exposure_auc int64 | egfr int64 | alt int64 | organ_drift_z float64 | conmed_count int64 | high_risk_conmed int64 | qt_prolongation_ms int64 | tox_threshold_breach_next_14d int64 | label_tox_threshold_breach_next_14d int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
TRIAL_EOP05 | P0001 | 7 | 50 | 4,200 | 92 | 28 | 0.2 | 1 | 0 | 6 | 0 | 0 |
TRIAL_EOP05 | P0002 | 14 | 50 | 4,500 | 88 | 32 | 0.4 | 2 | 0 | 8 | 0 | 0 |
TRIAL_EOP05 | P0003 | 21 | 75 | 6,100 | 72 | 46 | 0.9 | 3 | 1 | 12 | 0 | 0 |
TRIAL_EOP05 | P0004 | 28 | 75 | 6,550 | 65 | 58 | 1.2 | 4 | 1 | 18 | 1 | 1 |
TRIAL_EOP05 | P0005 | 35 | 100 | 8,200 | 58 | 71 | 1.6 | 5 | 1 | 24 | 1 | 1 |
TRIAL_EOP06 | P0006 | 10 | 50 | 4,300 | 95 | 26 | 0.1 | 1 | 0 | 5 | 0 | 0 |
TRIAL_EOP06 | P0007 | 18 | 75 | 6,000 | 70 | 49 | 1 | 3 | 1 | 14 | 0 | 0 |
TRIAL_EOP06 | P0008 | 26 | 100 | 8,500 | 54 | 83 | 1.8 | 6 | 1 | 28 | 1 | 1 |
TRIAL_EOP06 | P0009 | 34 | 75 | 6,700 | 60 | 65 | 1.4 | 4 | 1 | 22 | 1 | 1 |
TRIAL_EOP06 | P0010 | 42 | 50 | 4,700 | 85 | 34 | 0.5 | 2 | 0 | 9 | 0 | 0 |
Clinical Quad Exposure Organ Drift Polypharmacy Toxicity Threshold v0.1
Each row is a patient state snapshot.
Core quad
Exposure
Organ function drift
Polypharmacy load
Toxicity threshold
Target
label_tox_threshold_breach_next_14d
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
- Downloads last month
- 14