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TPM-TMC-001
RA biologic initiation
48F, RA active
CRP=38; pain=8; PRO_fatigue=8; US_synovitis=high
W0,W2,W6,W12
W0 start biologic; W6 dose optimize
W0{CRP38,pain8,fatigue8,US_high}->W2{CRP22,pain6,fatigue7,US_mid}->W6{CRP14,pain4,fatigue5,US_mid}->W12{CRP8,pain3,fatigue4,US_low}
W0-2{CRP-16,pain-2}->W2-6{CRP-8,pain-2}->W6-12{CRP-6,pain-1}
monotonic_multimodal_gain; low_volatility
smooth_improvement
All modalities improve with consistent slope
none
Under 200 words.
1 movie series
TPM-TMC-002
IBD steroid bridge then biologic
32M, IBD flare
calprotectin=1200; stool_freq=9; weight=-4kg; MRI_inflam=high
D0,D7,D21,D56
D0 steroids; D21 start biologic
D0{cal1200,stool9,wt-4,MRI_high}->D7{cal700,stool6,wt-3,MRI_high}->D21{cal650,stool6,wt-3,MRI_mid}->D56{cal180,stool3,wt-1,MRI_low}
D0-7{cal-500,stool-3}->D7-21{cal-50,flat}->D21-56{cal-470,stool-3}
plateau_then_jump; modality_lag_imaging
plateau
Early partial response then long plateau until biologic shift
none
Under 200 words.
1 plateau signature
TPM-TMC-003
Depression CBT pathway
29F, MDD
PHQ=20; sleep=4.5h; function=3/10
W0,W4,W8,W12
W0 CBT start
W0{PHQ20,sleep4.5,func3}->W4{PHQ17,sleep5.2,func4}->W8{PHQ14,sleep6.0,func6}->W12{PHQ10,sleep6.7,func7}
W0-4{PHQ-3}->W4-8{PHQ-3}->W8-12{PHQ-4}
steady_psych_gain; low_volatility
smooth_improvement
Psych measures improve steadily over sessions
none
Under 200 words.
1 longitudinal
TPM-TMC-004
Post-op physio after knee scope
57M, knee arthroscopy
pain=7; ROM=60; steps=400; sleep=5.5h
D3,D10,D21,D42
D3 physio start; D21 intensify
D3{pain7,ROM60,steps400,sleep5.5}->D10{pain6,ROM70,steps700,sleep5.6}->D21{pain6,ROM72,steps720,sleep5.2}->D42{pain4,ROM92,steps1900,sleep6.4}
D3-10{ROM+10,steps+300}->D10-21{flat}->D21-42{ROM+20,steps+1180}
plateau_then_jump; mobility_lag
plateau
Mobility stalls then jumps after intensification
none
Under 200 words.
1 detects stall
TPM-TMC-005
Hypertension med titration
63F, HTN
SBP=172; DBP=96; dizziness=0
W0,W2,W6,W12
W0 start ACEi; W2 add thiazide; W6 reduce dose
W0{SBP172,DBP96,diz0}->W2{SBP156,DBP90,diz1}->W6{SBP138,DBP84,diz2}->W12{SBP142,DBP86,diz0}
W0-2{SBP-16}->W2-6{SBP-18,diz+1}->W6-12{SBP+4,diz-2}
nonlinear_tradeoff; side_effect_loop
mixed_uncertain
BP improves then rebounds with dose change while dizziness resolves
tradeoff
Under 200 words.
1 mixed tradeoff
TPM-TMC-006
Migraine preventive trial
35F, migraine
attacks_per_week=4; function=5/10; anxiety=6
W0,W4,W8,W12
W0 beta blocker; W8 stop due fatigue
W0{att4,func5,anx6}->W4{att2,func6,anx5}->W8{att2,func4,anx6}->W12{att4,func5,anx6}
W0-4{att-2}->W4-8{func-2}->W8-12{att+2}
on_off_coupled; paradox_side_effect
oscillatory
Benefit holds while on, then relapse after stop
none
Under 200 words.
1 on off coupling
TPM-TMC-007
Autoimmune fatigue with LDN
41F, multi-system
CRP=9; fatigue=8; pain=6; cognition=5/10
W0,W4,W12
W0 LDN start
W0{CRP9,fat8,pain6,cog5}->W4{CRP7,fat6,pain5,cog6}->W12{CRP6,fat5,pain4,cog7}
W0-4{fat-2,cog+1}->W4-12{fat-1,cog+1}
smooth_multidomain_gain
smooth_improvement
Small consistent gains across domains
none
Under 200 words.
1 multi-domain
TPM-TMC-008
COPD exacerbation pathway
68M, COPD
FEV1=38%; dyspnea=8; CRP=22; CXR=hyperinflation
D0,D3,D10,D30
D0 antibiotics+steroids; D10 rehab start
D0{FEV38,dysp8,CRP22,CXR_hyper}->D3{FEV40,dysp7,CRP14,CXR_hyper}->D10{FEV42,dysp6,CRP10,CXR_hyper}->D30{FEV45,dysp5,CRP8,CXR_hyper}
D0-3{CRP-8}->D3-10{dysp-1}->D10-30{FEV+3}
modality_lag_imaging; steady_gain
smooth_improvement
Inflammation drops early; function improves later
none
Under 200 words.
1 lag
TPM-TMC-009
Cancer chemo cycle
59F, breast cancer
tumor_marker=high; fatigue=6; neutrophils=normal
C1,C2,C3,C4
C1 chemo start; C2 dose reduce
C1{markerHigh,fat6,neutN}->C2{markerMid,fat7,neutLow}->C3{markerMid,fat6,neutLow}->C4{markerLow,fat6,neutMid}
C1-2{marker-1,neut-1}->C2-4{marker-1,neut+0.5}
tradeoff_toxicity; partial_response
mixed_uncertain
Marker improves but toxicity constrains dosing
toxicity
Under 200 words.
1 tradeoff
TPM-TMC-010
Post-viral syndrome pathway
34F, post-viral
HRV=38; fatigue=9; steps=800; mood=4
W0,W2,W6,W12
W0 pacing; W6 add sleep protocol
W0{HRV38,fat9,steps800,mood4}->W2{HRV35,fat9,steps700,mood4}->W6{HRV40,fat8,steps900,mood5}->W12{HRV48,fat6,steps1800,mood6}
W0-2{HRV-3}->W2-6{HRV+5}->W6-12{steps+900,fat-2}
decline_then_rebound; intervention-linked
deterioration
Early worsening then recovery after added intervention
none
Under 200 words.
1 decline rebound

What this dataset tests

Whether a model can represent treatment pathways as trajectories
through a high-dimensional patient state space.

It is a movie dataset.

Each example encodes

  • baseline state vector
  • time-indexed state vectors
  • interventions and timing
  • modality deltas
  • trajectory shape features

Manifold summary labels

  • smooth_improvement
  • plateau
  • oscillatory
  • deterioration
  • mixed_uncertain

Typical failures

  • treating the pathway as a single snapshot
  • ignoring modality lags
  • missing on-off coupling after stop or restart
  • collapsing tradeoffs into a single metric

Suggested prompt wrapper

System

You extract a trajectory representation from a treatment pathway.

User

Baseline State
{baseline_state_vector}

Timepoints
{timepoints}

Interventions
{interventions}

State Vector Series
{state_vector_series}

Return

  • one manifold_summary_label
  • one sentence evidence trace

Citation

ClarusC64 dataset family

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