700 patients110,866 observations180 daysLIVE

Patient P-02588

Synthetic patientMETA-24 · Day 180 · 45–54 · F · baseline S05Steering view · 3DOpen companion preview
Therapy response
Declining
Tolerance
Favorable
GI state
Improving
Inflammatory state
Favorable
Nutritional resilience
Improving
Discontinuation risk
16%

Trajectory

Baseline → today → 30-day prediction · hover a day for signals and events
solid = observed · dashed = predicted
  1. Day 0 META-24 startedBaseline state S05
  2. Day 12 Trajectory diverged from predictionObserved response fell below the model's expected path.

What changed?

Trajectory began diverging from predicted response on Day 12.

Primary contributors, last 14 days
  • GI instability-11
  • Nutritional resilience+6
  • Treatment adherence+6
  • Inflammatory activity+4
  • Toxicity+3

What helped?

No interventions yet.

    LIFE OS recommendation
    No intervention is indicated right now. The trajectory is stable relative to similar patients. See what worked for similar patients.

    Daily trackers

    Molecule settings

    The trackers this program marks as important, last 14 days vs the 14 before.

    Active minutes
    Wearable
    33 min
    improving · +2.7 vs previous 14 d
    Sleep duration
    Wearable
    7.9 h
    stable · +0.2 vs previous 14 d
    Energy level
    Daily log
    5.8/10
    improving · +0.6 vs previous 14 d
    Steps
    Wearable
    3,515
    improving · +145 vs previous 14 d
    GI burden
    Companion
    19.8/100
    improving · -10.5 vs previous 14 d
    Adherence
    Companion
    92 %
    stable · +2.3 vs previous 14 d
    Sleep quality
    Wearable
    63.4/100
    stable · +1.9 vs previous 14 d
    Glucose, CGM daily mean
    CGM
    129 mg/dL
    stable · -3.2 vs previous 14 d
    This trajectory is decaying — what would help, what would not
    Steering view →

    Heading towards failing · 64 from the failing basin, 33 from restoration.

    Would help
    • No untried action with strong evidence. Compose one from primitives.
    • More protein
      GI -5 next day on high-intake days · n 25
    Would not help
    • BR-03 Behavioural Recommendation
      only 13% improved among 8 similar
    • Keep fat low
      GI +5.3 next day on high-intake days · n 15
    • Keep alcohol low
      GI +3.4 next day on high-intake days · n 15
    • Keep simple carbs low
      GI +3.2 next day on high-intake days · n 18
    State influencers · digestive

    Next-day GI change on high-intake vs low-intake days, last 60 days. Attribution from this patient's own log; sensitivity set by their biology.

    • Dietary fat load
      +5.3detractor · 95%
    • Protein
      -5supporter · 95%
    • Alcohol
      +3.4detractor · 61%
    • Simple carbohydrates
      +3.2detractor · 67%
    • Ultra-processed food
      +2.8detractor · 67%
    • Caffeine
      -1.7no signal · 31%
    • Insoluble fibre
      +0.6no signal · 15%
    • Histamine load
      +0.4no signal · 15%

    Biological layers

    Which pathways look influenced, and by which layer of this person's biology.

    Pathways under pressure
    • Butyrate / short-chain fatty acid production 35
      • MicrobiomeButyrate capacity 38/100
    • Mucosal barrier integrity 30
      • MicrobiomeAkkermansia low → thinner mucus layer
    • Inflammatory signalling 20
      • MicrobiomeBacteroides fragilis expansion
    • Autonomic recovery 20
      • Wearable3,515 steps/day
    DNA
    Fictional pharmacogenomic panel
    • CYP2D6 Rapid metabolizer
      Expected exposure
    • MTHFR C677T
      Reduced folate turnover
    Microbiome
    Shannon diversity 2.3 · butyrate capacity 38/100
    • Akkermansia muciniphilaLow
    • Faecalibacterium prausnitziiNormal
    • Bacteroides fragilisHigh
    • Bifidobacterium longumLow
    • EnterobacteriaceaeNormal
    Wearable, last 14 days
    daily evolution fed into the runtime
    HRV
    67 ms
    Sleep
    8.0 h
    Steps
    2,921
    Resting HR
    63 bpm
    Daily log: GI score 20, nutritional resilience 66, adherence 92.

    What this patient sees in NostraAI

    The content that steers the trajectory: what to eat, what to do, what to take.

    Open companion preview
    What to eat
    • Keep meals regular; three to four moderate portions spaced through the day
    • Include a cooked vegetable portion with each main meal
    • Add one soluble-fibre source (oats, cooked carrots, banana) to breakfast
    • Eat slowly and stop at comfortable fullness — smaller volume, more often
    What to do
    • Log the daily check-in; one line is enough
    • A 15-minute walk after lunch
    • Keep the sleep window steady
    • Keep hydration steady: small amounts through the day rather than large volumes at once
    What to take
    • Take the dose at the same time relative to your evening meal
    • No additional supplements this week
    • Fictional demo item: continue vitamin D as before

    284 biologically similar trajectories

    Black: this patient. Green: similar patients whose intervention worked. Orange: similar patients where it did not.

    PatientSimilarityBaselineInterventionOutcomeResponse today
    P-0208738%S01BR-03no change40
    P-0268138%S0151
    P-0221736%S0161
    P-0221836%S01DT-01improved61
    P-0243736%S0164
    P-0252234%S01BR-03no change40
    P-0256834%S0151
    P-0262034%S01HY-01improved64
    P-0263834%S01BR-03improved41
    P-0227633%S0157
    P-0230733%S0155
    P-0242433%S0162