Q729Back to all 83 casesResearch use only

Complete cohort - Case 69 of 83

Case 84

Top-1 matches at least one expert referenceIntermediate model preference (margin 0.10-0.20)Expert majority (3/4)

Assigned out-of-fold recommendation

Coil embolization alone

Alternative: Balloon-assisted coil embolization

Top-1 class score50.7%
Top-2 class score33.1%
Scores rank model classes; they are not calibrated probabilities of clinical correctness.
View A - APOpen full size
De-identified DSA image, case 84, AP view
View B - LateralOpen full size
De-identified DSA image, case 84, lateral view

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

Case summary

A 72-year-old male with subarachnoid hemorrhage presents with a 5.0 x 2.2 x 2.8 mm saccular anterior communicating artery aneurysm with a 2.3 mm neck.

Image observation

On the supplied views, the aneurysm appears as a distinct contrast-filled outpouching arising from the anterior communicating artery complex with visible filling of the surrounding anterior cerebral artery branches.

Model-generated clinical rationale

The assigned recommendation of coil embolization alone is supported by the documented aneurysm dimensions and neck width, which may allow for primary coiling. However, the irregular borders and eccentric origin described in the narrative suggest that coil stability might be challenging, potentially necessitating balloon assistance. The recommendation appears questionable without explicit documentation of the neck-to-dome ratio or 3D morphological assessment to confirm the feasibility of standalone coiling.

Model uncertainty

The OOF score distribution was diffuse: Coil embolization alone ranked first, but Balloon-assisted coil embolization remained a material alternative.

Clinical uncertainty / missing factor

The most significant missing decision factor is the precise neck-to-dome ratio and detailed 3D morphological configuration required to definitively assess the risk of coil prolapse.

Explicit evidence used

5.0 x 2.2 x 2.8 mm saccular aneurysm with 2.3 mm neck | Irregular borders and eccentric origin