700 patients110,866 observations180 daysLIVE
Simulate first, then a human deploys. LIFE OS never deploys on its own.

Interventions

Synthetic demo data
What is working among similar responders
Outcomes of every action among the 284 trajectories most similar to P-02443. Sorted by evidence weight (n × improved share).
n = accepted instances
ActionnImprovedMean effectOnsetThis patient
HY-01 Hydration Protocol9
56%
−15%4 dnot indicatedSimulate
DT-01 Dosing / Timing Recommendation7
57%
−11%5 dnot indicatedSimulate
ME-01 Monitoring Escalation3
100%
−12%3 dnot indicatedSimulate
GI-04 GI Support Protocol3
67%
−15%8 dnot indicatedSimulate
NP-02 Dietary Support Protocol2
100%
−15%10 dnot indicatedSimulate
SC-12 Supportive Compound4
50%
−13%6 dnot indicatedSimulate
CR-01 Clinician Review1
100%
−18%5 dnot indicatedSimulate
AD-05 Adherence Support2
50%
−14%5 dnot indicatedSimulate
BR-03 Behavioural Recommendation2
0%
−2%7 dnot indicatedSimulate
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Cohort
1 patients · patient P-02443
Enforcement in the companion
Before deployment
simulation
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Campaigns

Nothing deployed yet in META-24.

Action catalogue

GI-04Nutritional protocol
GI Support Protocol GI-04
symptom −31% · persistence +17% · onset 8 d
SC-12Supportive compound
Supportive Compound SC-12
symptom −18% · persistence +11% · onset 6 d
NP-02Nutritional protocol
Dietary Support Protocol NP-02
symptom −28% · persistence +9% · onset 10 d
HY-01Hydration protocol
Hydration Protocol HY-01
symptom −14% · persistence +6% · onset 4 d
ME-01Monitoring escalation
Monitoring Escalation ME-01
symptom −5% · persistence +12% · onset 3 d
BR-03Behavioural recommendation
Behavioural Recommendation BR-03
symptom −10% · persistence +10% · onset 7 d
CR-01Clinician review
Clinician Review CR-01
symptom −12% · persistence +15% · onset 5 d
AD-05Adherence support
Adherence Support AD-05
symptom −2% · persistence +14% · onset 5 d
DT-01Dosing / timing recommendation
Dosing / Timing Recommendation DT-01
symptom −16% · persistence +8% · onset 5 d