Datasetpublic

ClarusC64/clinical-counterfactual-coherence-optimal-path-selection-v0.1

What this dataset tests Whether a model can choose the counterfactual path that maximizessystemic coherence versus the real outcome. Required outputs optimal_intervention_choice coherence_score_delta justification_narrative Choice set REAL CF1 CF2 CF3 Coherence means explains and stabilizes multi-stream signals avoids iatrogenic oscillation reduces complication risk supports a stable recovery basin Typical failures picking the highest single metric skipping… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-counterfactual-coherence-optimal-path-selection-v0.1.

sourceHugging Facemitupdated 8mo agoView on Hugging Face

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What this dataset tests

Whether a model can choose the counterfactual path that maximizes systemic coherence versus the real outcome.

Required outputs

—optimalinterventionchoice
—coherencescoredelta
—justification_narrative

Choice set

—REAL
—CF1
—CF2
—CF3

Coherence means

—explains and stabilizes multi-stream signals
—avoids iatrogenic oscillation
—reduces complication risk
—supports a stable recovery basin

Typical failures

—picking the highest single metric
—skipping the delta vs real
—giving justification with no cascade logic

Suggested prompt wrapper

System

You select the coherence-optimal counterfactual path.

User

Real case {realcasesummary}

Real outcome {realoutcomesummary}

Real coherence score {realcoherencescore0100}

Counterfactual menu {counterfactual_menu}

Cascade summaries {counterfactualcascadesummaries}

Counterfactual scores {counterfactualcoherencescores0100}

Return

—optimal choice
—coherence score delta vs real
—one paragraph justification based on the cascade

Citation

ClarusC64 dataset family