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ClarusC64/clinical-quad-recruitment-endpoint-coherence-collapse-v0.2

Clinical Quad Recruitment Endpoint Coherence Collapse v0.2 What this dataset does It tests whether a model can detect when recruitment pressure drives endpoint instability. The quad nodes recruitment site_mix endpoint protocol_change Labels 0 coherent recruitment on target sites balanced primary endpoint met no major protocol change 1 tradeoff some drift or tension endpoint credibility pressured but not fully broken 2 collapse recruitment failure drives major… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-quad-recruitment-endpoint-coherence-collapse-v0.2.

sourceHugging Facemitupdated 7mo agoView on Hugging Face

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Dataset Card

Clinical Quad Recruitment Endpoint Coherence Collapse v0.2

What this dataset does

It tests whether a model can detect when recruitment pressure drives endpoint instability.

The quad nodes

—recruitment
—site_mix
—endpoint
—protocol_change

Labels

0 coherent

—recruitment on target
—sites balanced
—primary endpoint met
—no major protocol change

1 tradeoff

—some drift or tension
—endpoint credibility pressured but not fully broken

2 collapse

—recruitment failure drives major protocol changes
—endpoint integrity collapses under site drift and missed primary outcomes

What changed in v0.2

—Version bumped so scorer updates are visible
—New scorer with validation, confusion, and error sampling
—Added rulepred and riskscore diagnostics
—Predictions can be label, prediction, or output text

Files

data/train.csv data/test.csv scorer.py

Run scoring

python scorer.py --predscsv predictions.csv --goldcsv data/test.csv