Purpose: To 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. Methods: In 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. Results: SM 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). Conclusions: In 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.

Interobserver variability of pediatric AVM grading: a disagreement index for training and calibration / Lioi, F.M.C., De Benedictis, A., Ferlito, D., Randi, F., Mattioli, A., Giraldo, A.P., Luglietto, D., Ricciuti, V., Ginevra Nucci, C., Marras, C.E.. - In: NEURORADIOLOGY. - ISSN 0028-3940. - 68:2(2026), pp. 351-360. [10.1007/s00234-025-03902-9]

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

Francesco M. C. Lioi
Primo
;
Franco Randi;
2026

Abstract

Purpose: To 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. Methods: In 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. Results: SM 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). Conclusions: In 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.
2026
Brain arteriovenous malformation; Disagreement index; Interobserver variability; Pediatrics; Reliability; Spetzler–Martin; Spetzler–Ponce
01 Pubblicazione su rivista::01a Articolo in rivista
Interobserver variability of pediatric AVM grading: a disagreement index for training and calibration / Lioi, F.M.C., De Benedictis, A., Ferlito, D., Randi, F., Mattioli, A., Giraldo, A.P., Luglietto, D., Ricciuti, V., Ginevra Nucci, C., Marras, C.E.. - In: NEURORADIOLOGY. - ISSN 0028-3940. - 68:2(2026), pp. 351-360. [10.1007/s00234-025-03902-9]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1774722
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