Clinical overview

Dashboard

CaseNot selected
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EMERGENCE TEACHING MODE

Standard Clinical Cases

Select a case to automatically load the patient, medication timeline, BIS, TOF and physiology.

No case selected Select one of the four standard cases.
MODEL RESULTS

Software output

Awaiting case
Select a teaching case to run the Emergence model.
SYNCHRONIZED TIMELINE

Medication, BIS and TOF

Bolus / redose Continuous exposure BIS TOF ratio Current time
Clinical overview

Dashboard

Predictions, readiness, blockers, actions, and department performance.

Eye openingCurrent prediction
ExtubationCurrent prediction
SafetyNot checkedClinical validation layer
Active blockers0Readiness limitations

Unified anesthesia timeline

Emergence dashboard

Release-candidate view for eye opening, extubation, confidence, contributors, and blockers.

Predicted eye opening
Predicted extubation
Overall confidence
Respiration
Perfusion
Temperature
Neuromuscular

Major contributors

Current blockers

Indicator details

Department analytics

Total cases
Closed cases
Outcome cases
PONV
Agitation
Respiratory

Prediction performance

Calibration readiness

Surgery distribution

Clinical action plan

Awaiting calculation

Immediate

Prompt

Routine

Recommendations

Clinical inputs

Patient & Case

Patient data, physiology, medications, ventilation, perfusion, and case persistence.

Case persistence

Unsaved

Medication workflow

Enter each drug once. Bolus ends automatically. Continuous drugs remain active until Stop now or a stop time is entered.

Ready
Quick:
DrugTypeModeStartStopDose/rateNoteAction
DrugDoseRouteTimeNoteAction
TimeHRMAPSpO₂EtCO₂TempBISAction

Calculated state

BIS
Analgesia ratio
Respiratory drive
TOF ratio
Agitation
PACU delay
Emergence readiness

    Patient & physiology

    Medication registry

    DrugModeStartStop Dose/Rate/TargetStatusActions

    Vital-sign timeline

    Manual updates synchronized with calculations
    HRMAPSpO₂EtCO₂TemperatureBIS

    Respiratory digital twin

    Dynamic FRC, closing capacity, alveolar ventilation and respiratory risk.

    Dynamic FRC
    Closing capacity
    Alveolar ventilation
    Oxygen reserve
    Atelectasis risk
    Stability score

    Clinical workflow

    Enter boluses, control infusions, update vitals, and save every action to the case record.

    Case ID Not created Status Draft

    Medication

    Vitals and emergence inputs

    Eye opening
    Extubation
    Active infusions 0

    Medication timeline

    Vital timeline

    Prediction reasons

    Emergence perfusion

    Cardiac output, oxygen delivery, blood-loss effect, and drug-delivery efficiency.

    Cardiac output
    Drug delivery
    Brain delivery
    DO₂
    Hypoperfusion risk
    Emergence modifier

    Outcome validation

    Compares model predictions with validated clinical outcomes. No model is activated automatically.

    Validated cases
    Emergence MAE
    Emergence RMSE
    PACU MAE
    Agitation Brier
    Respiratory Brier
    Real-time monitoring

    Live Emergence

    Live eye-opening and extubation predictions with changing clinical state.

    Live emergence monitor

    Real-time countdowns, confidence trend, and event-synchronized predictions.

    Live mode Stopped Refresh 1 second
    Eye opening countdown
    Extubation countdown
    Last update 0 snapshots

    Current contributors

    Current blockers

    Recent prediction trend

    Live PK/PD clinical state

    Propofol Ce
    Remifentanil Ce
    BIS used
    Analgesia index
    Respiratory risk
    Predicted PACU delay

    Emergence

    Synergy

    Volatile state

    Input validation

    Clinical Safety

    Hard stops, physiological consistency, warnings, and confidence effects.

    Clinical safety

    Hard input validation and cross-parameter consistency warnings.

    Input statusNot checked
    Hard errors0
    Warnings0

    Hard errors

    Consistency warnings

    Confidence effect

    Traceable predictions

    Audit & Outcomes

    Immutable audit records and actual outcome capture.

    Audit and validation

    Immutable prediction audit, outcome capture, and case validation report.

    Prediction ID Integrity

    Actual outcome

    Validation metrics

    Prediction audit

    Outcome errors

    Case summary

    Clinical performance

    Validation

    Prediction error, calibration, and validation statistics.

    Clinical validation engine

    Register predictions, capture actual outcomes, and calculate error statistics.

    Prediction ID Integrity

    Actual emergence outcome

    Validation statistics

    Prediction

    Observed errors

    Case report

    Controlled learning

    Governance

    Drift, recommendations, approvals, model promotion, and rollback.

    Continuous learning and governance

    Calibration, drift detection, recommendations, approval, and model version control.

    Validated cases0
    Eye MAE
    Extubation MAE

    Drift

    Recommendations

    Models

    Operational status

    System

    Service health, readiness, metrics, and configuration.

    Unified emergence readiness

    Not calculated

    Estimated delay: —

    No data