{"id":"W4283819867","doi":"10.1097/wco.0000000000001078","title":"Update on myelin imaging in neurological syndromes","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Myelin; Multiple sclerosis; Neuroimaging; Neuroscience; White matter; Medicine; Disease; Pathology; Leukodystrophy; Magnetic resonance imaging; Psychology; Central nervous system; Radiology; Immunology","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":[0.0009888912,0.001164539,0.00216434,0.004530285,0.0002910965,0.00136285,0.001278715,0.001466157,0.006715088],"category_scores_gemma":[0.002417413,0.0003746058,0.000992172,0.003714962,0.0004505893,0.001883518,0.0009100661,0.001868534,0.003051128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800188,"about_ca_system_score_gemma":0.001991415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001763966,"about_ca_topic_score_gemma":0.002505851,"domain_scores_codex":[0.9996213,0.00007989445,0.00009659155,0.00005143538,0.0001197141,0.00003092444],"domain_scores_gemma":[0.9987042,0.0006414541,0.0001989168,0.00002676551,0.0003564194,0.00007213812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008897593,0.00003806341,0.000196258,0.05635138,0.0001874145,0.000321217,0.00008706488,0.0002177744,0.0007127391,0.001604526,0.09239616,0.8477983],"study_design_scores_gemma":[0.00002647629,0.00006675094,0.001048338,0.02305299,0.0004324877,0.002212761,0.0000722023,0.00006221759,0.000196121,0.001076775,0.9717274,0.00002544833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004784258,0.9983192,0.0000590184,0.0003849729,0.0004920862,0.000006784142,0.00003937104,0.000009108477,0.0006415942],"genre_scores_gemma":[0.0003228885,0.9982278,0.0001572509,0.0003817798,0.0004994285,0.000008423112,0.00006903648,0.000002727882,0.0003306718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006715088,"threshold_uncertainty_score":0.02246422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2966569510778442,"score_gpt":0.470225588673633,"score_spread":0.1735686375957888,"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."}}