{"id":"W4411377462","doi":"10.3389/fimmu.2025.1639948","title":"Editorial: Viral impact on CNS: mechanisms of immune dysfunction and cognitive decline","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Immunology","topic":"interferon and immune responses","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cognitive decline; Neuroscience; Immune Dysfunction; Immune system; Immunology; Medicine; Cognition; Psychology; Dementia; Disease; Internal medicine","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":[0.003745047,0.004140158,0.00258192,0.002499706,0.002203361,0.004333789,0.003096255,0.009098019,0.01557114],"category_scores_gemma":[0.008263407,0.0008301716,0.002100366,0.0009473672,0.001555584,0.003889757,0.001312184,0.01049594,0.01040285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002248118,"about_ca_system_score_gemma":0.001927443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007906111,"about_ca_topic_score_gemma":0.00202577,"domain_scores_codex":[0.9979848,0.0003370933,0.0002265893,0.0003200148,0.0009418819,0.0001896445],"domain_scores_gemma":[0.9933712,0.002194985,0.0005040738,0.000158445,0.002250936,0.001520321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000103945,0.00002500764,0.00005360191,0.0003585834,0.00002030742,0.0002517462,0.00001336992,0.00003476021,0.0001320472,0.0002028531,0.9916224,0.007181407],"study_design_scores_gemma":[0.0001271564,0.0001064543,0.0005359895,0.0005622481,0.00008442102,0.0006961295,0.00005100879,0.0002016436,0.0002461603,0.000936562,0.9964263,0.00002592713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001029003,0.007028025,0.0001042581,0.02058535,0.9703469,0.00003257677,0.00006616287,0.0000678443,0.00166594],"genre_scores_gemma":[0.0004942488,0.004904072,0.0000583893,0.01164116,0.9767596,0.00001503232,0.00003163996,0.00002161779,0.006074183],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01557114,"threshold_uncertainty_score":0.0520907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003785052010041975,"score_gpt":0.2486365661684615,"score_spread":0.2448515141584195,"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."}}