Clinical Entropy & Counterfactual Harm Simulator v1.0-D3

Bayesian diagnostic uncertainty reduction & iatrogenic risk balancing

Initial Entropy
2.12 bits
5 Prior Candidates
Current Entropy
0.84 bits
-60.38% uncertainty
Top Probability
0.88
Acute Coronary Syn.
Harm Index
0.080
Optimal Risk Window

Differential Diagnosis State Space Network

Node Size = Probability | Node Link = Diagnostic Path
Entropy Decay Curve (bits) Sequence Step: 2 / 2 ordered

Order Diagnostic Procedures

Toggle tests to observe Bayesian updates

Bayesian Posterior Distribution

Counterfactual Harm Analysis

Missed Rx Risk vs. Invasive Risk
Expected Missed Diagnosis Harm: 0.050
Iatrogenic Procedure Harm: 0.030
Combined Net Clinical Harm: 0.080
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