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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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