{"id":"W4394944574","doi":"10.1212/nxi.0000000000200222","title":"Vulnerability of Thalamic Nuclei at CSF Interface During the Entire Course of Multiple Sclerosis","year":2024,"lang":"en","type":"article","venue":"Neurology Neuroimmunology & Neuroinflammation","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Mental Health; Medical Research Council; Canadian Institutes of Health Research; National Institute of Child Health and Human Development; University of California, San Diego; University of California, Los Angeles; National Institutes of Health; Université de Bordeaux; Agence Nationale de la Recherche; National Health and Medical Research Council; Commonwealth Scientific and Industrial Research Organisation; Alzheimer's Disease Neuroimaging Initiative; Centre National de la Recherche Scientifique; National Institute on Aging; Alzheimer's Association; Ministerio de Ciencia e Innovación; Northern California Institute for Research and Education; Michael J. Fox Foundation for Parkinson's Research","keywords":"Thalamus; Atrophy; Neurodegeneration; Neuroscience; Third ventricle; Multiple sclerosis; White matter; Medicine; Magnetic resonance imaging; Pathology; Psychology; Anatomy; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002493604,0.0002253018,0.0001872896,0.0006757601,0.0001770518,0.000383525,0.000217194,0.0002491553,0.0008755929],"category_scores_gemma":[0.00133422,0.0001203009,0.0001704963,0.000236573,0.0002748341,0.0003078455,0.0003509402,0.0001472107,0.0001339301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003594113,"about_ca_system_score_gemma":0.0001702059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004090606,"about_ca_topic_score_gemma":0.004623374,"domain_scores_codex":[0.9998926,0.00002197924,0.000008498022,0.00004460768,0.00001721033,0.00001518063],"domain_scores_gemma":[0.9996233,0.00009126635,0.0001656544,0.00003065319,0.00004796464,0.00004105607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002096261,0.00006337275,0.8967532,0.0001378729,0.0003639294,0.001853407,0.001088798,0.005716163,0.0601326,0.0004034563,0.0003334432,0.03105753],"study_design_scores_gemma":[0.00001406475,0.0003192726,0.9774072,0.00003069792,0.0001125157,0.003214336,0.0004130676,0.00998586,0.007210671,0.0008623441,0.0004120975,0.00001786944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986776,0.0002143829,0.0007173727,0.00001270144,0.000002041952,0.000004060376,0.0001727356,0.00001144048,0.0001876782],"genre_scores_gemma":[0.9995437,0.00004882022,0.0002122465,0.000003277611,0.000001748554,0.000004290183,0.0001136178,0.00000295926,0.00006917636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004090606,"threshold_uncertainty_score":0.00813359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03557527080217984,"score_gpt":0.2925264740360285,"score_spread":0.2569512032338487,"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."}}