Evidence map›Paper›PMID 41571823›Full record

ArticleNeuroradiology2026

Interobserver variability of pediatric AVM grading: a disagreement index for training and calibration.

Francesco M C Lioi, Alessandro De Benedictis, Davide Ferlito, Franco Randi, Andrea Mattioli, Alberto P Giraldo, Davide Luglietto, Vittorio Ricciuti, Carlotta Ginevra Nucci, Carlo E Marras

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Article in Neuroradiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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10 authors.

Francesco M C LioiDepartment of Neurosurgery, Policlinico Umberto I, Sapienza University of Rome, Rome, Italy. lioifrancesco@gmail.com.
Alessandro De BenedictisNeurosurgery Unit, Ospedale Pediatrico Bambino Gesu', Rome, Italy.
Davide FerlitoNeurosurgery Unit, Ospedale Pediatrico Bambino Gesu', Rome, Italy.
Franco RandiNeurosurgery Unit, Ospedale Pediatrico Bambino Gesu', Rome, Italy.
Andrea MattioliNeurosurgery Unit, Ospedale Pediatrico Bambino Gesu', Rome, Italy.
Alberto P GiraldoDepartment of Neurosurgery, Hospital del Mar, Barcelona, Spain.
Davide LugliettoNeurosurgery Unit, Ospedale Pediatrico Bambino Gesu', Rome, Italy.
Vittorio RicciutiNeurosurgery Unit, Ospedale Pediatrico Bambino Gesu', Rome, Italy.
Carlotta Ginevra NucciNeurosurgery Unit, Ospedale Pediatrico Bambino Gesu', Rome, Italy.
Carlo E MarrasNeurosurgery Unit, Ospedale Pediatrico Bambino Gesu', Rome, Italy. carlefis64@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeTo quantify interobserver variability in Spetzler–Martin (SM) and Spetzler–Ponce (SP) grading of pediatric arteriovenous malformations (AVMs) and to develop a Disagreement Index (DI) capturing case-level grading instability and rater-dependent reclassification.

methodsIn this single-centre retrospective study, 45 consecutive pediatric AVMs were graded on pretreatment imaging by three raters. SM components/grade, SP class, and compact versus diffuse nidus morphology were recorded. Agreement was assessed using intraclass correlation coefficients (ICC) and κ statistics. A case-level DI (0–1) aggregated between-rater spread in SP class, dispersion of SM scores, and mismatches in SM components.

resultsSM score agreement was moderate (ICC = 0.72), whereas categorical agreement on SM grades was poor (Fleiss’ κ = 0.04). Collapsing into SP classes improved agreement (κ = 0.49), yet 17/45 AVMs (38%) crossed at least one SP boundary across raters. Eloquence (κ = 0.29) and nidus morphology (κ=−0.15) were least reproducible; nidus size and deep venous drainage showed higher agreement (κ = 0.41 and 0.58). DI ranged from 0.15 to 1.00 (median 0.46); high-DI cases were driven mainly by discordant eloquence and threshold crossings (SM II/III; SP A/B).

conclusionsIn pediatric AVMs, grading variability clusters around subjective descriptors and clinically meaningful thresholds, allowing the same lesion to be assigned to different risk strata. DI may support trainee feedback, data-quality checks, and prioritisation of cases for multidisciplinary review.

Indexed as

Cerebral AngiographyIntracranial Arteriovenous MalformationsAdolescentCalibrationChildChild, PreschoolFemaleHumansMaleObserver VariationReproducibility of ResultsRetrospective StudiesBrain arteriovenous malformationDisagreement indexInterobserver variabilityPediatricsReliabilitySpetzler–MartinSpetzler–Ponce

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.