{"id":"W4392365029","doi":"10.1002/acn3.52015","title":"Micro‐diffusely abnormal white matter: An early multiple sclerosis lesion phase with intensified myelin blistering","year":2024,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Nederlands Herseninstituut; International Progressive MS Alliance; Stichting MS Research; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Koninklijke Nederlandse Akademie van Wetenschappen; National Multiple Sclerosis Society","keywords":"Citrullination; Myelin; Wallerian degeneration; Multiple sclerosis; White matter; Pathology; Medicine; Lesion; Pathogenesis; Degeneration (medical); Myelin basic protein; Central nervous system; Biology; Immunology; Magnetic resonance imaging; Internal medicine; Biochemistry","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":[0.0002391456,0.0004715068,0.0002655494,0.0006768478,0.0002086413,0.0002740755,0.0001606771,0.0002902283,0.00137381],"category_scores_gemma":[0.000246713,0.0001744956,0.0001400938,0.0002722642,0.0003666016,0.0002758469,0.0003311905,0.0002761137,0.0002887336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532859,"about_ca_system_score_gemma":0.0001557851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003683629,"about_ca_topic_score_gemma":0.0005100714,"domain_scores_codex":[0.9998981,0.00001298134,0.00001289892,0.00003631502,0.00002015188,0.00001955125],"domain_scores_gemma":[0.9997881,0.00001931623,0.000101406,0.00001912195,0.00002682573,0.00004526347],"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":[0.001859226,0.0002651561,0.09541056,0.0002770273,0.00005412195,0.01182185,0.0004066981,0.0001131316,0.8821448,0.0002650742,0.00008669597,0.007295619],"study_design_scores_gemma":[0.00007916561,0.00352723,0.7840705,0.00004631184,0.0001075665,0.07417656,0.0004015047,0.0006454322,0.1346802,0.000471887,0.001772629,0.00002089882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979091,0.000480805,0.000862834,0.00001110396,0.000004726141,0.00004571541,0.00006124857,0.00002630819,0.0005980252],"genre_scores_gemma":[0.9985977,0.0001633075,0.0008076153,0.00001362549,0.00001194125,0.00001563639,0.00007493414,0.000003798946,0.0003114007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00137381,"threshold_uncertainty_score":0.004595816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3381824436584643,"score_gpt":0.4419664247276419,"score_spread":0.1037839810691776,"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."}}