id stringclasses 10
values | person_id stringclasses 10
values | baseline_signature stringclasses 10
values | baseline_envelope stringclasses 10
values | baseline_rhythms stringclasses 9
values | time_window stringclasses 6
values | recent_data_sleep stringclasses 10
values | recent_data_wearables stringclasses 10
values | recent_data_labs stringclasses 10
values | recent_data_omics stringclasses 1
value | recent_data_behavior stringclasses 9
values | recent_data_subjective stringclasses 8
values | coupling_changes stringclasses 10
values | deviation_vector stringclasses 10
values | deviation_severity_score_0_100 int64 30 86 | first_system_departing stringclasses 4
values | deviation_evidence stringclasses 10
values | constraints stringclasses 1
value | gold_checklist stringclasses 7
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PDD-001 | P01 | low inflammation + high autonomic tone + stable sleep + training-coupled mood | RHR±2; HRV±10; sleep±0.5h; CRP±0.3; energy±1 | circadian,training_cycle | 7 days | sleep 5.8h for 4 nights; latency 35m | RHR 61; HRV 38 | CRP 1.8 | none | steps down 30%; training stopped | energy 4; mood 4 | sleep no longer predicts HRV; HRV drops despite low activity | direction=downshift; magnitude=multi-domain; velocity=fast; coupling_loss=high; onset_time=day2; cross_modal_consensus=high | 78 | sleep_circadian | Sleep drops first beyond envelope, then autonomic and inflammation follow with coupling break | Under 220 words. | 1 vector |
PDD-002 | P02 | shift-work sleep variance + moderate inflammation + winter HRV dip | RHR±3; HRV±8; sleep±0.6h; CRP±0.6; energy±1.5 | circadian,seasonal | 14 days | sleep 6.6h within envelope | RHR 66; HRV 42 within envelope | CRP 1.8 within envelope | none | work stable | energy 2; brain fog 4 | subjective collapses without matching physiologic shift | direction=subjective_downshift; magnitude=single-domain; velocity=medium; coupling_loss=medium; onset_time=day5; cross_modal_consensus=low | 42 | subjective_experience | Subjective drop leads with weak physiologic consensus, suggesting early deviation signal | Under 220 words. | 1 vector |
PDD-003 | P04 | menstrual-linked HRV dip + pre-menses mood shift with recovery | RHR±3; HRV±10; sleep±0.5h; CRP±0.5; energy±1 | menstrual_cycle,circadian | 10 days | sleep 7.4h normal | RHR 63 normal; HRV 32 below envelope | CRP 0.9 normal | none | steps normal | energy 6 | HRV dip occurs outside expected phase window | direction=autonomic_drop; magnitude=moderate; velocity=fast; coupling_loss=medium; onset_time=day1; cross_modal_consensus=medium | 55 | autonomic | HRV breaks envelope without phase explanation, preceding other shifts | Under 220 words. | 1 vector |
PDD-004 | P08 | post-infection recovery rhythm with slow HRV normalization | RHR±3; HRV±9; sleep±0.5h; CRP±0.4; energy±1.5 | post_infection_recovery,circadian | 21 days | sleep 6.2h below envelope | RHR 72 above envelope; HRV 22 below envelope | CRP 2.1 above envelope | none | steps down 40% | energy 3; PEM 1 | all loops break; relapse pattern returns | direction=global_downshift; magnitude=high; velocity=fast; coupling_loss=high; onset_time=day3; cross_modal_consensus=high | 86 | autonomic | Autonomic destabilization and inflammation rise co-occur with sleep collapse and PEM return | Under 220 words. | 1 vector |
PDD-005 | P10 | travel-linked coherence dips with recovery in 5 days | RHR±3; HRV±7; sleep±0.5h; CRP±0.4; energy±1.5 | circadian,weekly_load | 5 days | sleep 5.9h below envelope | RHR 75 above envelope; HRV 22 below envelope | CRP 1.5 within envelope | none | travel week yes | energy 4 | pattern matches known travel dip | direction=expected_perturbation; magnitude=moderate; velocity=fast; coupling_loss=low; onset_time=day1; cross_modal_consensus=medium | 30 | sleep_circadian | Deviation resembles known travel perturbation and stays inside expected recovery pattern | Under 220 words. | 1 expected |
PDD-006 | P05 | low sleep + high inflammation + low HRV + low energy stable state | RHR±4; HRV±6; sleep±0.4h; CRP±0.9; energy±1 | circadian,none_detected | 14 days | sleep 7.2h above envelope | RHR 66 below envelope; HRV 40 above envelope | CRP 1.0 below envelope | none | steps up 60% | energy 7; mood 7 | positive coupling returns: sleep predicts HRV | direction=upshift; magnitude=multi-domain; velocity=medium; coupling_loss=negative; onset_time=day4; cross_modal_consensus=high | 72 | sleep_circadian | Sleep improves first, then autonomic and inflammation improve with restored coupling | Under 220 words. | 1 upshift |
PDD-007 | P07 | moderate autonomic tone + workload-linked HRV dip and rebound | RHR±2; HRV±8; sleep±0.4h; CRP±0.3; energy±1 | weekly_load,circadian | 7 days | sleep 7.2h normal | RHR 63 normal; HRV 31 below envelope | CRP 1.0 normal | none | workload high | energy 5 | HRV drop matches high workload but rebound absent | direction=autonomic_drop; magnitude=moderate; velocity=medium; coupling_loss=medium; onset_time=day2; cross_modal_consensus=medium | 58 | autonomic | Workload explains HRV dip but missing rebound suggests deviation from personal pattern | Under 220 words. | 1 rebound_missing |
PDD-008 | P03 | stable thyroid + moderate autonomic tone + strength-coupled HRV lift | RHR±2; HRV±8; sleep±0.4h; TSH±0.4; energy±1 | weekly_load,circadian | 30 days | sleep 7.1h normal | RHR 61 normal; HRV 46 normal | TSH 3.0 above envelope | none | training stable | energy 6 | thyroid decouples from rest of system | direction=endocrine_shift; magnitude=moderate; velocity=slow; coupling_loss=medium; onset_time=week3; cross_modal_consensus=low | 50 | metabolic | TSH drift breaks envelope while other streams remain stable, suggesting early endocrine deviation | Under 220 words. | 1 endocrine |
PDD-009 | P06 | high autonomic reserve + training-block rhythmic lifts + low inflammation | RHR±2; HRV±12; sleep±0.5h; CRP±0.2; energy±1 | training_cycle,seasonal,circadian | 10 days | sleep 7.8h normal | RHR 58 normal; HRV 42 below envelope | CRP 0.9 above envelope | none | training block ended abruptly | energy 6 | HRV drop aligns with training stop but CRP rise unexpected | direction=partial_downshift; magnitude=moderate; velocity=fast; coupling_loss=medium; onset_time=day2; cross_modal_consensus=medium | 60 | autonomic | Autonomic drift appears first with unexpected immune rise suggesting deviation not just detraining | Under 220 words. | 1 partial |
PDD-010 | P09 | sleep-anchored coherence with tight RHR and low inflammation | RHR±2; HRV±10; sleep±0.4h; CRP±0.2; energy±1 | circadian | 7 days | sleep 7.6h normal | RHR 56 normal; HRV 50 below envelope | CRP 0.7 within envelope | none | steps normal | energy 7 | autonomic dips without sleep loss | direction=autonomic_drop; magnitude=low; velocity=fast; coupling_loss=low; onset_time=day1; cross_modal_consensus=low | 35 | autonomic | Isolated HRV dip with no corroboration suggests mild deviation or sensor noise | Under 220 words. | 1 low |
What this dataset tests
Whether a model can detect deviation from a person's own coherent basin
using baseline envelope and coupling structure.
Required outputs
- deviation_vector
- deviation_severity_score_0_100
- first_system_departing
Deviation vector fields
- direction
- magnitude
- velocity
- coupling_loss
- onset_time
- cross_modal_consensus
First system labels
- sleep_circadian
- autonomic
- immune_inflammatory
- metabolic
- neurocognitive
- gut_microbiome
- behavior_load
- subjective_experience
Typical failures
- treating population thresholds as baseline
- outputting severity with no vector structure
- ignoring coupling changes
Suggested prompt wrapper
System
You detect deviation from a personal baseline.
User
Baseline signature
{baseline_signature}
Baseline envelope
{baseline_envelope}
Recent data
Sleep: {recent_data_sleep}
Wearables: {recent_data_wearables}
Labs: {recent_data_labs}
Behavior: {recent_data_behavior}
Subjective: {recent_data_subjective}
Coupling changes
{coupling_changes}
Return
- deviation vector with required fields
- severity score
- first system departing
- one sentence evidence
Citation
ClarusC64 dataset family
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