{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006023444,0.0001888559,0.0004242017,0.0001479338,0.0001876092,0.000009477011,0.0003736451,0.0001183045,0.0001118163],"category_scores_gemma":[0.001355039,0.0001188323,0.0001353285,0.0004445813,0.0007265464,0.0000715505,0.0001740923,0.0003704973,0.00004202027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243788,"about_ca_system_score_gemma":0.0001777061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006011307,"about_ca_topic_score_gemma":0.0002636125,"domain_scores_codex":[0.99814,0.000139798,0.0004642188,0.0003365513,0.0003243227,0.0005951228],"domain_scores_gemma":[0.9987095,0.0004005666,0.0001293005,0.0005296246,0.0001188906,0.0001121228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002770255,0.0005157044,0.9059497,0.00004008187,0.00005359395,0.000004985079,0.0006019406,0.00000618026,0.06303271,0.0004058293,0.0001656331,0.02894664],"study_design_scores_gemma":[0.001352392,0.001295509,0.9782689,0.0001280853,0.00001271165,0.000009263161,0.0006494467,0.001359768,0.01639706,0.00004617419,0.0003658332,0.0001148082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888248,0.004990346,0.00003175766,0.0000547982,0.0001039595,0.0006320484,0.00001151539,0.00005347639,0.005297311],"genre_scores_gemma":[0.9976506,0.001468351,0.0005773745,0.00002682765,0.00009812273,0.0001018947,0.000004049622,0.00001875512,0.00005401524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07231928,"threshold_uncertainty_score":0.4845841,"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."}}