Datasets:

ClarusC64
/

clinical-quad-irb-delay-contracting-lag-site-activation-drift-enrollment-shortfall-v0.1

trial_id string	site_id string	month int64	irb_cycle_days int64	contracting_lag_days int64	site_activation_delay_days int64	activation_drift_index float64	enrollment_target_n int64	enrolled_n int64	enrollment_shortfall_pct int64	power_loss_z float64	label_power_loss_next_90d int64
TRIAL_ACT01	S01	1	28	35	20	0.18	40	38	5	0.2	0
TRIAL_ACT01	S01	3	32	40	25	0.22	80	74	8	0.3	0
TRIAL_ACT01	S02	6	45	55	40	0.35	120	98	18	0.6	0
TRIAL_ACT01	S02	9	60	70	55	0.55	160	120	25	1	1
TRIAL_ACT01	S03	12	75	85	70	0.7	200	140	30	1.3	1
TRIAL_ACT02	S01	2	26	34	18	0.16	40	39	3	0.2	0
TRIAL_ACT02	S02	5	40	50	35	0.3	100	86	14	0.5	0
TRIAL_ACT02	S03	8	58	66	52	0.52	150	112	25	0.9	1
TRIAL_ACT02	S03	11	72	82	68	0.68	190	132	31	1.2	1
TRIAL_ACT02	S04	4	34	42	28	0.24	70	64	9	0.3	0

Clinical Quad IRB Delay Contracting Lag Site Activation Drift Enrollment Shortfall v0.1

Each row is a site monthly snapshot.

Core quad

IRB delay
Contracting lag
Site activation drift
Enrollment shortfall

Target

label_power_loss_next_90d

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

This dataset identifies a measurable coupling pattern associated with systemic instability. The sample demonstrates the geometry. Production-scale data determines operational exposure.

What Production Deployment Enables • 50K–1M row datasets calibrated to real operational patterns • Pair, triadic, and quad coupling analysis • Real-time coherence monitoring • Early warning before cascade events • Collapse surface and recovery window modeling • Integration and implementation support Small samples reveal structure. Scale reveals consequence.

Enterprise & Research Collaboration Clarus develops production-scale coherence monitoring infrastructure for critical systems across healthcare, finance, infrastructure, and regulatory domains. For dataset expansion, custom coherence scorers, or deployment architecture: team@clarusinvariant.com

Instability is detectable. Governance determines whether it propagates.

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Number of rows:

Total file size:

7.87 kB