600 patients67,035 observations120 daysLIVE

Why does this trajectory go where it goes?

Steering viewSynthetic demo data16 factors × 109 days · day 1 → 109, +30 predictedCompanion preview

The hidden elements steering this state toward the failing basin or the restoration basin: interventions pull, perturbations push, and the genome and microbiome decide how strongly. Same data as the trajectory chart, read as a control problem.

Influence map
Every bubble is a factor acting on the 109-day state trajectory. Click a bubble — or a day — to inspect its role.
⤢ Bigger screen
failing basin · restoration basin · solid = observed · dashed = predicted · x response · y tolerance · z resilience
drag orbit · scroll zoom · click bubble / day · esc = overview · G = ghost · H = hidden
Day 109today
Day by day · 1 → today
What happened, why (which elements were pushing), and what the patient ate, took and did. Click a day.
colour = GI change vs previous day · ● dose
What happened · day 109
Resp 48.6
GI 42.3
Tox 48
Infl 51.9
Adh 49
Sleep 7
GI +0.5 vs previous day.
  • No recorded event.
Why · elements pushing this day
  • +0.64
  • -0.36
  • -0.26
  • -0.19
Elements · ate, took, did
Ate: steamed vegetables, salmon, blueberries
Took: electrolytes, ginger extract, zinc carnosine
Did: sleep 7.0 h, 2.1k steps, HRV 37 ms
high histaminehigh alcohol
LLIFE OS insight · this patientgrounded

P-01400 is on day 109 of NBL-101 (EC-03, baseline S14): response stable, tolerance deteriorating, GI stable. Over 14 days response moved -2 and GI +4; discontinuation risk is 66%. The state is between basins, heading towards failing, after diverging from the model on day 46.

Biology sets the gain: FUT2 non-secretor, Low butyrate capacity, Low microbial diversity, Baseline state S14, Cluster EC-03 (high response / high intolerance), Adherence < 60%; butyrate capacity 23/100, diversity 1.9. Pushing it down: Low butyrate capacity (-27), Klebsiella pneumoniae 10.192% (LPS load) (-25.4), Alcohol (-22.2). Pulling it up: GI Support Protocol GI-04 (+46.6). From the daily log: alcohol +7 GI next day, fat +6 GI next day, histamine +5.1 GI next day, fibre +3.4 GI next day.

Past actions: GI-04 on day 61 → improved (31%).

Next: AD-05 — 50% of 284 similar trajectories improved, 45% probability here. Adherence is 49% and stable; nothing else works if the dose is missed → adherence support first. This would be contradicted by a further GI rise within the onset window or falling adherence.

Failing basin
Low response, low tolerance, high inflammatory load. Once inside, adherence drops and discontinuation follows; the pull is 60% per unit distance.
Restoration basin
Responding, tolerating, resilient. The target state LIFE OS steers towards with foods, supplements, lifestyle and monitoring — the content the companion carries to the patient.
Ghost path
Counterfactual without the strongest intervention of the course (GI-04). Press G. Demo model: effect removed cumulatively along the observed path.