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Complete cohort - Case 7 of 83

Case 10

Top-2 adds an expert-matching optionClearer model preference (margin >= 0.20)Unanimous expert reference (4/4)

Assigned out-of-fold recommendation

Coil embolization alone

Alternative: Balloon-assisted coil embolization

Top-1 class score63.0%
Top-2 class score17.4%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 10, AP view
View B - LateralOpen full size
De-identified DSA image, case 10, lateral view

View A is AP; View B is lateral, as confirmed by the data provider.

Case summary

A 68-year-old female with Hunt and Hess 3 subarachnoid hemorrhage presents with a 4.8 x 2.4 mm right PCOM aneurysm featuring a 3.5 mm neck and a large PCOM artery arising from the aneurysm neck.

Image observation

On the supplied views, the aneurysm appears as an elongated, irregular filling defect projecting posteriorly and inferiorly from the right internal carotid artery, with the PCOM artery arising from the aneurysm neck.

Model-generated clinical rationale

The assigned recommendation of coil embolization alone is supported by the aneurysm's oblong morphology and the documented large caliber of the PCOM artery, which may facilitate catheter access. However, the wide 3.5 mm neck and the incorporation of the PCOM origin from the neck present significant challenges for coil stability without adjunctive balloon or stent support.

Model uncertainty

The OOF classifier showed a relatively clear preference for Coil embolization alone over Balloon-assisted coil embolization, but its scores are not probabilities of clinical correctness.

Clinical uncertainty / missing factor

The most critical missing decision factor is the precise 3D relationship of the PCOM origin to the aneurysm neck, which determines the feasibility of preserving the branch without adjunctive devices.

Explicit evidence used

4.8 x 2.4 mm aneurysm with 3.5 mm neck | Large right PCOM arising from the aneurysm neck