AI-Native Scoping Reviews & Evidence Mapping

Endovascular hemodialysis AVF care is no longer only a rescue technique: the mapped evidence shows a full access-life-cycle strategy, from percutaneous creation and assisted maturation to repeated salvage of stenosed, immature, or thrombosed fistulas. The full SAIMSARA evidence map gives a structured, reference-linked view of which techniques work, where patency fails, how often reintervention is needed, and which patient or lesion phenotypes may benefit most.

Varicose veins are not a cosmetic footnote: this evidence map shows a highly variable global burden shaped by age, sex, BMI, family history, pregnancy, and standing-intensive work, with prevalence ranging from rare in some rural populations to over 70% in nursing cohorts. The full SAIMSARA human-readable review and machine-readable JSON provide structured, reference-linked evidence across 174 original studies and 1,652,112 participants, covering prevalence, occupational risk, thrombotic associations, venous reflux, genetics, and underrepresented population gaps.

Popliteal artery aneurysm is rare in the general population, but the signal changes sharply in AAA/SAA cohorts, where targeted screening may reveal clinically important bilateral and systemic aneurysmal disease. The full SAIMSARA evidence map gives humans and AI agents a structured, reference-linked view of prevalence, sex-specific presentation, co-prevalence, and emerging biological risk signals.

Popliteal artery aneurysm treatment is more than open vs endovascular repair: outcome depends on conduit, approach, runoff, thrombus burden, acuity, and sex-specific risk. The full SAIMSARA evidence map gives humans and AI agents a structured, reference-linked view of 188 original studies and the key treatment signals.

PAES is a high-stakes diagnosis in young exertional claudicants: early recognition and musculotendinous release can preserve long-term patency, while delayed diagnosis may lead to thrombosis, grafting, or failed stenting. The full SAIMSARA evidence map gives humans and AI agents a structured, reference-linked view of 227 original studies, separating anatomical PAES, functional PAES, dynamic diagnostics, surgical outcomes, botulinum toxin evidence, CECS overlap, and unresolved classification gaps.