{"id":"W4416024530","doi":"10.1007/s00701-025-06693-3","title":"How I do it: continuous intraventricular interferon alpha infusion in pediatric patients with subacute sclerosing panencephalitis","year":2025,"lang":"en","type":"article","venue":"Acta Neurochirurgica","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Subacute sclerosing panencephalitis; Neurology; Neuroradiology; Toxicity; Neurosurgery; Interventional radiology; Alpha interferon; Interferon alfa","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001931721,0.0002131611,0.0002520363,0.000184056,0.0004414263,0.0003827895,0.0002018952,0.0007706137,0.003052267],"category_scores_gemma":[0.001058144,0.00008832726,0.0001767868,0.0001752894,0.0003958009,0.0006033085,0.0002325294,0.0009116451,0.0009264382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001973135,"about_ca_system_score_gemma":0.0005612171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006537813,"about_ca_topic_score_gemma":0.0009186801,"domain_scores_codex":[0.9999255,0.00002185783,0.000007992679,0.0000151862,0.00001055781,0.00001880545],"domain_scores_gemma":[0.9997763,0.00004788687,0.00004668175,0.000008914265,0.00002190471,0.00009824754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00169056,0.0006746185,0.2638185,0.00105358,0.000136068,0.08505124,0.001789155,0.0006557141,0.009351852,0.001532255,0.06999879,0.5642477],"study_design_scores_gemma":[0.0007875948,0.008051904,0.2962326,0.004016467,0.0005977026,0.4157296,0.00625625,0.001747153,0.01444037,0.004370424,0.2475263,0.00024361],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7737886,0.07581139,0.01228034,0.07369985,0.005954001,0.0006697773,0.0008085939,0.0006668143,0.05632051],"genre_scores_gemma":[0.9357971,0.03056664,0.01156083,0.01286817,0.002893874,0.00030203,0.0002966812,0.00008909991,0.005625665],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003052267,"threshold_uncertainty_score":0.01021081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006589366665221792,"score_gpt":0.2269112036751231,"score_spread":0.2203218370099014,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}