ClarusC64/clinical-interventional-ripple-cross-system-propagation-mapping-v0.1
What this dataset tests Whether a model can map cross-system ripple propagationfrom a single intervention perturbation. Required outputs ripple_sequence_top6 lag_structure propagation_signature Systems tracked autonomic immune metabolic neuro_network gut_microbiome sleep subjective_experience Lag structure labels immediate_0_6h short_6_72h medium_3_14d long_2_12w Propagation signature labels damped_convergence amplified_cascade oscillatory_rebound… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/clinical-interventional-ripple-cross-system-propagation-mapping-v0.1.
What this dataset tests
Whether a model can map cross-system ripple propagation from a single intervention perturbation.
Required outputs
- ripplesequencetop6
- lag_structure
- propagation_signature
Systems tracked
- autonomic
- immune
- metabolic
- neuro_network
- gut_microbiome
- sleep
- subjective_experience
Lag structure labels
- immediate06h
- short672h
- medium314d
- long212w
Propagation signature labels
- damped_convergence
- amplified_cascade
- oscillatory_rebound
- delayedphaseshift
- local_only
- paradoxical_worsening
Typical failures
- listing changes without ordering them
- missing lag structure
- confusing local-only with damped convergence
Suggested prompt wrapper
System
You map ripple propagation across systems.
User
Perturbation profile {perturbation_profile}
Baseline {baselinestatesnapshot}
Observed changes Autonomic: {observedchangesautonomic} Immune: {observedchangesimmune} Metabolic: {observedchangesmetabolic} Neuro: {observedchangesneuronetwork} Gut: {observedchangesgutmicrobiome} Sleep: {observedchangessleep} Subjective: {observedchangessubjective}
Return
- top 6 ripple sequence as A->B->C
- lag structure labels
- propagation signature
- one sentence evidence
Citation
ClarusC64 dataset family