{"id":"W2089446563","doi":"10.1590/s0100-39842011000200003","title":"The role of chronic cerebrospinal insufficiency in multiple sclerosis","year":2011,"lang":"en","type":"article","venue":"Radiologia Brasileira","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multiple sclerosis; Medicine; Central nervous system; Genetic predisposition; Etiology; Myelin; Disease; Parenchyma; Neuroscience; Pathology; Immunology; Biology; Internal medicine","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":[0.0009468077,0.0003140252,0.0006599265,0.001436834,0.0007846525,0.001519676,0.0005012132,0.001020486,0.003097574],"category_scores_gemma":[0.003205686,0.0001569084,0.0003396821,0.001291773,0.001512792,0.0009058128,0.0007143925,0.0008672738,0.0002021056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006647497,"about_ca_system_score_gemma":0.001157138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003413342,"about_ca_topic_score_gemma":0.002983315,"domain_scores_codex":[0.9995418,0.0002146106,0.00005781439,0.00005110595,0.00007488648,0.00005996165],"domain_scores_gemma":[0.9975809,0.001131344,0.0006654595,0.0000878072,0.000246148,0.000288331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002696295,0.0005922446,0.6258904,0.004902574,0.0009506213,0.03525685,0.004205569,0.000558566,0.004090547,0.03776678,0.01266729,0.2704222],"study_design_scores_gemma":[0.0002645642,0.001185671,0.7817605,0.004687309,0.001057211,0.06056368,0.004377458,0.001203418,0.0007905459,0.03547392,0.1085054,0.0001303322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2655212,0.69728,0.0009015804,0.01727135,0.001100533,0.00004446949,0.0002151295,0.00002338997,0.01764227],"genre_scores_gemma":[0.8663428,0.1283771,0.0005420806,0.0008183049,0.002535803,0.00001966605,0.00008840863,0.00000554624,0.001270143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003413342,"threshold_uncertainty_score":0.01036239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09610461352280603,"score_gpt":0.2842115195268388,"score_spread":0.1881069060040327,"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."}}