{"id":"W4416921735","doi":"10.1161/svi270000_488","title":"Abstract 488: Surgical Disruption of Glymphatic Pathways and Cognitive Impairment: A Narrative Review","year":2025,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Dementia; Lymphatic system; Lymph node; Laryngectomy; Disease; Neck dissection; Cognitive decline","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746627,0.001149836,0.003153943,0.00824117,0.0004485918,0.0019382,0.001421836,0.001762631,0.006796042],"category_scores_gemma":[0.008507876,0.0004781557,0.002435653,0.008533855,0.0006832933,0.002036111,0.001014751,0.0009944206,0.0006654705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158094,"about_ca_system_score_gemma":0.00411244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002719211,"about_ca_topic_score_gemma":0.004286244,"domain_scores_codex":[0.9988787,0.0002412603,0.0004730079,0.0001284383,0.000227163,0.00005151553],"domain_scores_gemma":[0.9933169,0.004495156,0.001412214,0.00007273306,0.0005896325,0.00011344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001819718,0.00003887846,0.0007768339,0.8562677,0.001353179,0.0002988502,0.0001973901,0.00009743954,0.0002384599,0.0006917189,0.01012096,0.1297366],"study_design_scores_gemma":[0.0000916271,0.0002004603,0.004809161,0.8718866,0.01078862,0.002273488,0.0004520051,0.00008101168,0.0001972616,0.0008430235,0.1083329,0.00004396983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002021008,0.9991929,0.00002569286,0.0001715492,0.00009711875,0.00002474289,0.00007172508,0.000002232454,0.0002118531],"genre_scores_gemma":[0.001754709,0.9975749,0.00007411868,0.0002638234,0.0001476847,0.00004441697,0.00006206299,0.000001128658,0.00007711689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00824117,"threshold_uncertainty_score":0.022735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660502691279361,"score_gpt":0.2949037893109888,"score_spread":0.2782987623981952,"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."}}