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 opening—Current prediction
Extubation—Current 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