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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ language:
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+ - en
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+ task_categories:
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+ - text-classification
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+ tags:
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+ - clarus
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+ - clinical
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+ - quad-coupling
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+ - trial-operations
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+ - collapse-surface
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+ pretty_name: Clinical Quad Trial Collapse Surface v0.2
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+ ---
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+
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+ Clinical Quad Trial Collapse Surface v0.2
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+
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+ What this dataset does
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+
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+ It tests whether a model can classify when a trial moves onto a collapse surface.
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+
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+ You get four coupled signals.
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+
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+ - enrollment_stability
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+ - protocol_stress
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+ - data_integrity
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+ - safety_signal
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+
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+ You return a label.
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+
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+ - 0 coherent
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+ - 1 tradeoff
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+ - 2 collapse
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+
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+ How to read the labels
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+
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+ 0 coherent
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+ - stable enrollment
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+ - low to medium stress
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+ - clean data
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+ - no safety signal
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+
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+ 1 tradeoff
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+ - strain exists
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+ - credibility still holds
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+ - risk is rising
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+
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+ 2 collapse
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+ - questionable data with high stress or spiky enrollment
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+ - strong safety signal on a fragile data surface
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+
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+ Files
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+
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+ - data/train.csv
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+ - data/test.csv
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+ - scorer.py
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+
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+ Run scoring
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+
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+ predictions.csv
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+
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+ - id,label
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+
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+ Run
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+
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+ python scorer.py --preds_csv predictions.csv --gold_csv data/test.csv