{"id":"W4414920571","doi":"10.1093/brain/awaf376","title":"Enhanced adenoviral reactivity in Guillain-Barré syndrome after SARS-CoV-2 infection and vaccination","year":2025,"lang":"en","type":"article","venue":"Brain","topic":"Peripheral Neuropathies and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centro Singular de Investigación de Galicia; Medical Research Council Canada; University College London Hospitals NHS Foundation Trust; National Institute for Health and Care Research; UK Research and Innovation","keywords":"Vaccination; Serology; Guillain-Barre syndrome; Antibody; Pathophysiology; Viral disease; Multiple sclerosis; Immunopathology; Case-control study","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001313763,0.00008925881,0.0001519219,0.0001443799,0.00002739147,0.00001423023,0.00001900966,0.00006991322,0.00002061349],"category_scores_gemma":[0.0002701719,0.00008580622,0.00003053414,0.0002448921,0.00001745258,0.00009824176,0.00002885822,0.0001235356,0.000005511352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000638893,"about_ca_system_score_gemma":0.00003337619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002996275,"about_ca_topic_score_gemma":0.001230802,"domain_scores_codex":[0.9994122,0.00005434413,0.000129619,0.0001987547,0.00007477376,0.0001303187],"domain_scores_gemma":[0.9997668,0.00004369786,0.00002613202,0.0001233645,0.00002104156,0.00001901177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001145099,0.0003633335,0.1197069,0.0003735877,0.00003031451,0.0002193803,0.0006001568,0.000005736676,0.7829579,0.0003808053,0.004798276,0.08941858],"study_design_scores_gemma":[0.001762999,0.0001695605,0.9809637,0.00008409152,0.00001052338,0.00002595848,0.00002769211,0.0001689509,0.01306426,0.0004669251,0.003168311,0.00008704447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918314,0.0001487564,0.0003013029,0.002708169,0.0001316813,0.0002413704,0.000001354862,0.00004133067,0.004594672],"genre_scores_gemma":[0.9966696,0.00003743919,0.00003091161,0.002655177,0.00001504642,0.00003150206,0.000003820794,0.000007801566,0.0005487065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8612568,"threshold_uncertainty_score":0.3499076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009593496440662737,"score_gpt":0.280500284977478,"score_spread":0.2709067885368152,"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."}}