Non-Stress Daily Layer

Daily anxiety, depression, and somatic support

Non-stress daily layer for anxiety temporal work, depression support cohorts, and open somatic anchors kept outside the portable clinical family registry.

Anxiety daily temporal challenge layer

daily_temporal_challenge_layer

experimental_research_challenge daily_temporal_layer

Reading

Temporal daily anxiety layer separated from the clinical portable family stack.

Metrics

boston_static_r20.0158
boston_temporal_r20.1685
boston_temporal_gain0.1527
ssaqs_static_r2-0.0249
ssaqs_temporal_r20.0214
ssaqs_temporal_gain0.0463
stable_portable_family_mean_r20.0202
boston_shared_domain_probe_mean_r20.0189
boston_shared_domain_probe_min_holdout_r2-0.0467

Blocking Flags

cross_cohort_transport_not_stableportable_family_signal_floor
Summary
Internal artifact summary

Anxiety daily temporal portable family

portable_temporal_research_only

experimental_research_challenge portable_temporal_family

Reading

Experimental sequential portable family kept outside the main registry until temporal cross-cohort behavior is stable.

Metrics

portable_mean_r20.0080
rows21596
participants956
feature_count50

Blocking Flags

not_in_registry
Summary
Internal artifact summary

Depression daily temporal challenge layer

daily_temporal_depression_challenge_layer

experimental_research_challenge daily_temporal_layer

Reading

Research layer for daily depression modeling using temporal domains in open daily cohorts. This layer is separate from the clinical portable depression family because cross-cohort transport remains negative.

Metrics

boston_static_r20.1237
boston_temporal_r20.1556
boston_temporal_gain0.0319
novartis_static_r20.0006
novartis_temporal_r20.3454
novartis_temporal_gain0.3448
portable_probe_mean_r2-0.0460
portable_probe_min_holdout_r2-0.1027

Blocking Flags

cross_cohort_transport_negativeportable_family_signal_floor
Summary
Internal artifact summary

Boston anxiety D0 temporal

daily_temporal_anxiety

accepted_challenge regression_support

Reading

Large daily self-report challenge cohort with strong within-cohort temporal lift for anxiety.

Metrics

mae1.3178
rmse1.6673
r20.1685
rows20112
participants925
feature_count91
best_modelextra_trees

Blocking Flags

none
Summary
Internal artifact summary

Boston depression D0 daily

daily_selfreport_depression

accepted_challenge regression_support

Reading

Daily self-report depression challenge benchmark from Boston sleep diary data.

Metrics

mae1.4433
rmse1.8282
r20.1237
rows20071
participants924
feature_count9
best_modelhist_gbm

Blocking Flags

none
Summary
Internal artifact summary

Boston depression D0 temporal

daily_temporal_depression

accepted_challenge regression_support

Reading

Boston daily depression benchmark with temporal memory over shared domains.

Metrics

mae1.3648
rmse1.7308
r20.1556
rows20071
participants924
feature_count241
best_modelhist_gbm

Blocking Flags

none
Summary
Internal artifact summary

Novartis depression D0 temporal

daily_temporal_depression

accepted_challenge regression_support

Reading

Novartis daily wearable depression benchmark with temporal memory over shared domains.

Metrics

mae1.2722
rmse1.6985
r20.3454
rows4818
participants196
feature_count292
best_modelhist_gbm

Blocking Flags

none
Summary
Internal artifact summary

RESILIENT GAD-7 exact-night + ScanWatch

same_instrument_sparse_anxiety_support

support_only regression_support

Reading

Same-instrument sparse support for anxiety in an older-adult cohort with exact-night alignment.

Metrics

mae2.8888
rmse4.1965
r2-0.0306
rows61
participants61
feature_count24
best_modelrandom_forest

Blocking Flags

negative_signal
Summary
Internal artifact summary

RESILIENT PHQ-9 exact-night + ScanWatch

same_instrument_sparse_depression_support

experimental_challenge regression_support

Reading

Same-instrument sparse support for depression in an older-adult cohort with exact-night alignment.

Metrics

mae3.3342
rmse4.5567
r20.0381
rows61
participants61
feature_count24
best_modelrandom_forest

Blocking Flags

signal_floor
Summary
Internal artifact summary

EPISONO general physical pain clean

general_physical_pain_support

accepted_support binary_support

Reading

Direct open anchor for general physical pain with PSQI, PSG, and demographic support.

Metrics

auroc0.7954
average_precision0.5706
balanced_accuracy0.7295
brier0.1833
prevalence0.2562
rows1042
participants1042
feature_count22
best_modellogistic

Blocking Flags

none
Summary
Internal artifact summary

EPISONO general physical pain actigraphy subset

general_physical_pain_actigraphy_support

accepted_support binary_support

Reading

Actigraphy-supported open pain anchor subset.

Metrics

auroc0.7550
average_precision0.4507
balanced_accuracy0.7050
brier0.2002
prevalence0.2181
rows353
participants353
feature_count6
best_modellogistic

Blocking Flags

none
Summary
Internal artifact summary