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
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