{"id":"W3193036633","doi":"10.1177/13524585211034826","title":"White matter microstructural differences in children and genetic risk for multiple sclerosis: A population-based study","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Olav Thon Stiftelsen; IXICO; H. Lundbeck A/S; Genentech; Vlaamse regering; Innovative Medicines Initiative; University College London Hospitals NHS Foundation Trust; Vetenskapsrådet; Eisai; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Fonds Wetenschappelijk Onderzoek; Servier; Stichting MS Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Research Foundation; UK Dementia Research Institute; European Federation of Pharmaceutical Industries and Associations; National Institute on Aging; National Institute for Health and Care Research; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; Alzheimer's Drug Discovery Foundation; ZonMw; Universiteit Antwerpen; Alzheimer's Association; Stiftelsen för Gamla Tjänarinnor; Hjärnfonden; European Commission; Familjen Erling-Perssons Stiftelse; University of Southern California; Novartis Pharmaceuticals Corporation; Eusko Jaurlaritza; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; F. Hoffmann-La Roche; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics; Foundation for the National Institutes of Health","keywords":"Fractional anisotropy; Corpus callosum; White matter; Diffusion MRI; Multiple sclerosis; Population; Medicine; Magnetic resonance imaging; Pathology; Radiology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005936142,0.0005332063,0.001023645,0.0004834049,0.0008343553,0.0004326112,0.0002685633,0.0001728931,0.0002291056],"category_scores_gemma":[0.001571552,0.0004443892,0.0003276641,0.0005077168,0.000146608,0.0002386652,0.0002127064,0.0008412652,0.00001411727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002622609,"about_ca_system_score_gemma":0.0001747491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006906703,"about_ca_topic_score_gemma":0.001779714,"domain_scores_codex":[0.9956821,0.000511195,0.001123189,0.0008937933,0.0008211889,0.0009685446],"domain_scores_gemma":[0.9973844,0.0006893002,0.0004003365,0.0005228688,0.0005244243,0.0004786348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005176382,0.0007022131,0.9816089,0.00005775387,0.0003341869,0.00001429257,0.0007073578,0.0001728789,0.009169557,1.046922e-7,0.0003045326,0.006410598],"study_design_scores_gemma":[0.01877064,0.0004337663,0.9734347,0.0005089153,0.0002111948,0.00009286907,0.0008172254,0.004551318,0.0007231165,0.00001279251,0.000005862747,0.000437627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950301,0.001167486,0.0003040027,0.0007638708,0.0002251754,0.002143451,0.000312963,0.00004836408,0.000004572037],"genre_scores_gemma":[0.9864435,0.000555713,0.01187089,0.0002858494,0.0003745391,0.0002477946,0.00008194891,0.00008464078,0.00005516963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018253,"threshold_uncertainty_score":0.9998008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06096524518228003,"score_gpt":0.282307210293065,"score_spread":0.221341965110785,"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."}}