{"id":"W2982464794","doi":"10.1093/jnen/nlz098","title":"Astrocytes in the Pathogenesis of Multiple Sclerosis: An In Situ MicroRNA Study","year":2019,"lang":"en","type":"article","venue":"Journal of Neuropathology & Experimental Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Université de Montréal; Ottawa Hospital; McGill University; University of Ottawa; Montreal Neurological Institute and Hospital","funders":"","keywords":"Multiple sclerosis; White matter; Grey matter; microRNA; Pathogenesis; Biology; Neuroprotection; Lesion; Astrocyte; In situ hybridization; Pathology; Downregulation and upregulation; Glutamate receptor; Neuroglia; Neuroscience; Central nervous system; Gene expression; Immunology; Medicine; Genetics; Gene; Magnetic resonance imaging","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001486051,0.0002456236,0.0008944119,0.0005901046,0.00004059256,0.000009802855,0.0004947816,0.0001078552,0.00002302385],"category_scores_gemma":[0.0003793667,0.0001733532,0.0001657069,0.0003550918,0.0002655309,0.0001498567,0.0002066397,0.0008299363,0.00000870189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003948273,"about_ca_system_score_gemma":0.00006279954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000297648,"about_ca_topic_score_gemma":0.0001066531,"domain_scores_codex":[0.9958909,0.001703657,0.001077813,0.0003903187,0.0004535282,0.0004838518],"domain_scores_gemma":[0.9982411,0.0006088651,0.0004573483,0.0004616113,0.0001252087,0.0001058136],"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":[0.002318955,0.002565739,0.4373931,0.000008980769,0.00001416253,0.001462784,0.002375372,0.00002091464,0.5535686,0.00000104911,0.000008329878,0.0002619505],"study_design_scores_gemma":[0.006278891,0.01643188,0.8641922,0.0000270231,0.00002006027,0.001332203,0.005009539,0.00002461044,0.1065733,0.000001160864,0.00002709966,0.00008196238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975761,0.0006620431,0.000001731432,0.0004880738,0.0003096918,0.0008830928,0.000003485772,0.000007268425,0.00006853991],"genre_scores_gemma":[0.9987147,0.0001239332,0.0001514941,0.0008565108,0.0000953053,0.00002201928,0.000001250385,0.00003158503,0.000003199147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4469953,"threshold_uncertainty_score":0.7069138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801081602635463,"score_gpt":0.3232408229374844,"score_spread":0.2652300069111298,"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."}}