Datasets:
id stringclasses 10 values | insult_type stringclasses 3 values | intervention_context stringclasses 10 values | observation_window_days int64 12 40 | high_frequency_summary stringclasses 10 values | trajectory_features stringclasses 10 values | phase_sequence stringclasses 9 values | phase_boundaries stringclasses 10 values | phase_confidence_0_100 int64 77 86 | segmentation_evidence stringclasses 10 values | constraints stringclasses 1 value | gold_checklist stringclasses 1 value |
|---|---|---|---|---|---|---|---|---|---|---|---|
HTG-001 | surgery_major | post-op day 0; standard analgesia | 21 | d0 pain 9, HR 105, CRP rising; d1 worse; d2 stable; d3 pain 6; d4-6 steady improvement; d7-10 flat pain 4 and HR 80; d11 jump mobility; d12-21 steady gains | single acute nadir then rebound then plateau then jump then ascent | acute_drop->early_rebound->consolidation_plateau->plateau_then_jump->steady_ascent->recovery_lock_in | acute_drop d0-d2; early_rebound d3-d6; consolidation_plateau d7-d10; plateau_then_jump d11-d11; steady_ascent d12-d20; recovery_lock_in d21-d21 | 86 | Acute nadir d0-2, clear rebound d3-6, flat consolidation d7-10, discrete jump d11 | Under 220 words. | sequence+boundaries |
HTG-002 | sepsis | ICU antibiotics; fluids | 14 | d0 lactate 4.2; vasopressors; delirium; d1 lactate 2.8; d2 lactate 2.2; d3-4 oscillating fever; d5 sudden hypotension; d6 rebound; d7-10 slow gains; d11 stable | biphasic with secondary drop | acute_drop->early_rebound->oscillatory_instability->secondary_drop->delayed_rebound->steady_ascent->recovery_lock_in | acute_drop d0-d0; early_rebound d1-d2; oscillatory_instability d3-d4; secondary_drop d5-d5; delayed_rebound d6-d6; steady_ascent d7-d10; recovery_lock_in d11-d14 | 83 | Primary improvement d1-2 then unstable oscillation, discrete secondary crash d5 with rebound d6 | Under 220 words. | sequence+boundaries |
HTG-003 | trauma | fracture repair; early mobilization | 28 | d0 pain 8; HR 98; d1-5 gradual improvement; d6-9 plateau pain 5; d10-12 flare pain 7 after rehab push; d13-16 settle; d17-28 steady improvement | rebound then plateau then oscillation then ascent | acute_drop->steady_ascent->consolidation_plateau->oscillatory_instability->steady_ascent->recovery_lock_in | acute_drop d0-d0; steady_ascent d1-d5; consolidation_plateau d6-d9; oscillatory_instability d10-d12; steady_ascent d13-d27; recovery_lock_in d28-d28 | 78 | Early steady climb, clear plateau, then rehab-triggered oscillation before returning to ascent | Under 220 words. | sequence+boundaries |
HTG-004 | surgery_major | complication: ileus | 21 | d0-2 worsening; d3-5 mild rebound; d6-12 flat distension and nausea; d13-14 gradual improvement; d15-16 relapse nausea; d17-21 slow gains | maladaptive plateau with relapse | acute_drop->early_rebound->maladaptive_plateau->steady_ascent->secondary_drop->delayed_rebound->steady_ascent | acute_drop d0-d2; early_rebound d3-d5; maladaptive_plateau d6-d12; steady_ascent d13-d14; secondary_drop d15-d16; delayed_rebound d17-d17; steady_ascent d18-d21 | 79 | Prolonged flat period d6-12 with persistent symptoms indicates maladaptive plateau | Under 220 words. | sequence+boundaries |
HTG-005 | sepsis | ICU; renal support | 18 | d0 shock; d1-3 improvement; d4-8 flat kidney markers; d9 sudden delirium; d10-12 stabilize; d13-18 slow recovery | plateau then secondary neuro event | acute_drop->early_rebound->consolidation_plateau->secondary_drop->delayed_rebound->steady_ascent->recovery_lock_in | acute_drop d0-d0; early_rebound d1-d3; consolidation_plateau d4-d8; secondary_drop d9-d9; delayed_rebound d10-d12; steady_ascent d13-d17; recovery_lock_in d18-d18 | 82 | Renal flat window then discrete neuro decline and rebound | Under 220 words. | sequence+boundaries |
HTG-006 | trauma | burn injury; wound care | 30 | d0-3 acute pain/inflammation; d4-7 rebound; d8-12 steady ascent; d13-16 plateau; d17 infection signs; d18-22 recovery; d23-30 ascent | infection secondary drop | acute_drop->early_rebound->steady_ascent->consolidation_plateau->secondary_drop->delayed_rebound->steady_ascent->recovery_lock_in | acute_drop d0-d3; early_rebound d4-d7; steady_ascent d8-d12; consolidation_plateau d13-d16; secondary_drop d17-d17; delayed_rebound d18-d22; steady_ascent d23-d29; recovery_lock_in d30-d30 | 84 | Clear plateau then infection drop then recovery | Under 220 words. | sequence+boundaries |
HTG-007 | surgery_major | orthopedic; aggressive PT | 21 | d0-1 acute; d2-6 steady ascent; d7-9 oscillating pain/sleep; d10-21 steady ascent | short oscillation mid-course | acute_drop->steady_ascent->oscillatory_instability->steady_ascent->recovery_lock_in | acute_drop d0-d1; steady_ascent d2-d6; oscillatory_instability d7-d9; steady_ascent d10-d20; recovery_lock_in d21-d21 | 80 | Mid-course oscillation tied to PT load, then return to ascent | Under 220 words. | sequence+boundaries |
HTG-008 | sepsis | ward; antibiotics | 12 | d0-2 drop; d3 rebound; d4-6 plateau; d7 jump; d8-12 stable gains | plateau then jump | acute_drop->early_rebound->consolidation_plateau->plateau_then_jump->steady_ascent->recovery_lock_in | acute_drop d0-d2; early_rebound d3-d3; consolidation_plateau d4-d6; plateau_then_jump d7-d7; steady_ascent d8-d11; recovery_lock_in d12-d12 | 81 | Flat markers d4-6 then discrete improvement d7 | Under 220 words. | sequence+boundaries |
HTG-009 | trauma | TBI mild; cognitive rehab | 40 | d0-5 confusion; d6-12 rebound; d13-20 plateau; d21-24 oscillation; d25-40 ascent | neuro recovery with oscillation | acute_drop->early_rebound->consolidation_plateau->oscillatory_instability->steady_ascent->recovery_lock_in | acute_drop d0-d5; early_rebound d6-d12; consolidation_plateau d13-d20; oscillatory_instability d21-d24; steady_ascent d25-d39; recovery_lock_in d40-d40 | 77 | Cognitive plateau followed by oscillation before stable ascent | Under 220 words. | sequence+boundaries |
HTG-010 | surgery_major | post-op infection treated | 25 | d0-3 drop; d4-8 ascent; d9-10 plateau; d11 infection fever spike; d12-15 rebound; d16-25 ascent | secondary infection event | acute_drop->steady_ascent->consolidation_plateau->secondary_drop->delayed_rebound->steady_ascent->recovery_lock_in | acute_drop d0-d3; steady_ascent d4-d8; consolidation_plateau d9-d10; secondary_drop d11-d11; delayed_rebound d12-d15; steady_ascent d16-d24; recovery_lock_in d25-d25 | 83 | Discrete infection event interrupts ascent then resolves | Under 220 words. | sequence+boundaries |
What this dataset tests
Whether a model can segment high-frequency recovery data
into interpretable healing phases.
Required outputs
- phase_sequence
- phase_boundaries
- phase_confidence_0_100
Token labels
- acute_drop
- early_rebound
- consolidation_plateau
- oscillatory_instability
- secondary_drop
- delayed_rebound
- steady_ascent
- maladaptive_plateau
- recovery_lock_in
Boundary format
Use day indices
example
acute_drop d0-d2
Typical failures
- naming phases without boundaries
- using vague labels like "improving"
- missing secondary drops and rebounds
Suggested prompt wrapper
System
You tokenize healing trajectories into phases.
User
Insult type
{insult_type}
High-frequency summary
{high_frequency_summary}
Return
- phase sequence using tokens separated by ->
- phase boundaries as token dX-dY
- confidence score 0-100
- one sentence evidence
Citation
ClarusC64 dataset family
- Downloads last month
- 1,513