Counterfactual Clinician Feedback Module — Interactive Demo

A static mock interface illustrating how a clinician could compare the current plan to a short list of credible alternatives, with uncertainty and “data support” signals.
No external libraries. No network calls. Everything is simulated in-browser.

Sileia · v1.0 · 1 Mar 2026

Case and plan

Patient (synthetic)

Clinical domain

This demo is generic: swap in your domain-specific ontology later.

Current plan intensity

Think “aggressiveness” of the current plan (dose, monitoring, escalation posture). Higher can reduce deterioration but may raise iatrogenesis.

Baseline severity (0–10)

Frailty / vulnerability (0–10)

Data support (how similar are training cases?)

Low support forces “close call / insufficient evidence” outputs.

Output: net benefit + harm + uncertainty Signal: dominance / close call Log: decision + outcome

Counterfactual feedback

Dominance status

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Run the module to compare current plan to alternatives.

Expected net benefit (best − current)

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Utility units are arbitrary in this mock.

Uncertainty / caution

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Uncertainty rises with low support or close trade-offs.

Predicted risk over next 48h (simulated): deterioration vs adverse event

Two lines per plan: det (deterioration) and ae (adverse event). Shaded band indicates uncertainty (approximate).

Alternatives ranked (simulated)

Plan	Net benefit	Deterioration risk	Adverse event risk	Support	Verdict

Explanation (compact)

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