{"id":"W4318685267","doi":"10.1111/bpa.13150","title":"Quantitative magnetic resonance imaging reflects different levels of histologically determined myelin densities in multiple sclerosis, including remyelination in inactive multiple sclerosis lesions","year":2023,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Medizinische Universität Wien; Consejo Nacional de Ciencia y Tecnología; Canada Research Chairs; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; European Genomic Institute for Diabetes; Universität Wien; BC Children's Hospital; National Multiple Sclerosis Society","keywords":"Remyelination; Myelin; Multiple sclerosis; White matter; Pathology; Magnetic resonance imaging; Proteolipid protein 1; Histology; Medicine; Myelin basic protein; Central nervous system; Immunology; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002118283,0.0005008634,0.0004688659,0.0008330125,0.0001061508,0.0003943259,0.000364499,0.0004059546,0.0004388478],"category_scores_gemma":[0.003952519,0.0002930874,0.0004850328,0.0002423964,0.0006888214,0.0003419102,0.0002615778,0.0003229842,0.0001071577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825761,"about_ca_system_score_gemma":0.000170336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647717,"about_ca_topic_score_gemma":0.001729836,"domain_scores_codex":[0.9995397,0.0001883287,0.00004922053,0.0001169929,0.00007351434,0.00003228454],"domain_scores_gemma":[0.9981911,0.001000388,0.000445453,0.0001919935,0.0001119397,0.00005903063],"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":[0.003912758,0.0005018554,0.3086792,0.0008086149,0.001295378,0.0007094622,0.001023372,0.06902257,0.5687047,0.001285686,0.0001638476,0.04389254],"study_design_scores_gemma":[0.00008869026,0.002245493,0.8268979,0.00004231226,0.0006376047,0.001433091,0.0002019144,0.1042115,0.06099245,0.002664492,0.0005007453,0.00008384053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923398,0.0002479384,0.007074275,0.00001254561,0.000001295348,0.00002228245,0.0000974303,0.00005284862,0.000151547],"genre_scores_gemma":[0.9977927,0.00003907724,0.00191623,0.000004962811,0.0000012758,0.00001714465,0.0001182028,0.00001264763,0.0000976114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002118283,"threshold_uncertainty_score":0.01120269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2492616246607315,"score_gpt":0.3696386904474367,"score_spread":0.1203770657867052,"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."}}