POLARIS

ARDS inflammatory phenotyping

AI-CLARITY

AI-CLassifier for ARDS Inflammatory phenoTYpes

POLARIS network

Bring your center into POLARIS.

Join an international network advancing prospective ARDS research across diverse ICU settings.

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Vital signs & laboratory values

Import POLARIS key and phenotype

Paste the key from the patient's assessment. Data collection guidance.

Units (manual input only)

When importing a POLARIS key, leave these options unchanged.

Probability of hyperinflammatory phenotype

Not calculated

Enter the available values, then make a prediction.

Probability

0% · HypoinflammatoryHyperinflammatory · 100%

Corticosteroid association in the retrospective cohort

Available after calculation.

Feature contributions

SHAP values in log-odds. Positive values increase the model’s estimate; negative values decrease it.

Contributions appear after calculation.