{"id":"W1990917514","doi":"10.1177/1352458510384008","title":"Pathological basis of diffusely abnormal white matter: insights from magnetic resonance imaging and histology","year":2010,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Myelin; Luxol fast blue stain; Multiple sclerosis; White matter; Magnetization transfer; Pathology; Myelin basic protein; Expanded Disability Status Scale; Glial fibrillary acidic protein; Magnetic resonance imaging; Chemistry; Biology; Medicine; Internal medicine; Central nervous system; Immunology; Immunohistochemistry; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003581472,0.0002536359,0.0001749217,0.0008009173,0.0001131835,0.0002977378,0.0001714816,0.0002380428,0.0008005729],"category_scores_gemma":[0.0003505946,0.0001606475,0.00008820849,0.000198896,0.0005370099,0.0002924203,0.0002091727,0.0001538762,0.0002381047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441048,"about_ca_system_score_gemma":0.0001313445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005904948,"about_ca_topic_score_gemma":0.0008903383,"domain_scores_codex":[0.9999107,0.00001555942,0.00001229819,0.00002246847,0.00002490299,0.00001402711],"domain_scores_gemma":[0.9997286,0.0000343168,0.00009943153,0.00003086388,0.00005967698,0.00004709457],"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":[0.001021877,0.0001091075,0.3720607,0.0003842303,0.0001157218,0.004280939,0.0003704359,0.0002562013,0.5886129,0.000305181,0.0001429085,0.03233976],"study_design_scores_gemma":[0.00002512242,0.0005637706,0.9494597,0.00004098099,0.00008544194,0.02408763,0.0004008825,0.0005387847,0.02330675,0.0003046072,0.001175189,0.00001123112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941933,0.003992461,0.00118879,0.00004002494,0.0000053202,0.000009214177,0.00004906377,0.00001499309,0.0005068233],"genre_scores_gemma":[0.997201,0.001406621,0.001112187,0.00002419738,0.0000165925,0.000003661127,0.00006233477,0.000003187894,0.0001702647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008009173,"threshold_uncertainty_score":0.002678216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626906730659938,"score_gpt":0.2580291610519989,"score_spread":0.2217600937453995,"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."}}