{"id":"W2121106726","doi":"10.1177/1352458512459684","title":"Oligoclonal bands and cerebrospinal fluid markers in multiple sclerosis: associations with disease course and progression","year":2012,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Multiple sclerosis; Cerebrospinal fluid; Medicine; Disease; Pathology; Clinically isolated syndrome; 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":[0.0009616181,0.0003067325,0.0003012033,0.001092173,0.0002492508,0.0004870802,0.0002866613,0.0003788549,0.001033511],"category_scores_gemma":[0.004985992,0.0001426297,0.0002064195,0.000804243,0.000329402,0.0003954881,0.0003531362,0.0005432612,0.0002151471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325899,"about_ca_system_score_gemma":0.0002797412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151995,"about_ca_topic_score_gemma":0.001615451,"domain_scores_codex":[0.9995485,0.0001068009,0.0000571579,0.00008027552,0.0001542997,0.00005293258],"domain_scores_gemma":[0.9944127,0.001069784,0.003264459,0.0001583604,0.0005125121,0.0005822567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002167364,0.00002079377,0.9966402,0.00001164586,0.00003530585,0.00007472793,0.00003306694,0.00006277523,0.0004256922,0.000008299588,0.00004417538,0.002426686],"study_design_scores_gemma":[0.000006167852,0.00007559508,0.9987503,0.000008682982,0.00002029817,0.0007310577,0.00002823301,0.0001678208,0.00009252392,0.00003243364,0.00008439276,0.000002454708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998618,0.0008722651,0.00006669285,0.00003875226,0.000003672545,0.000004700075,0.0001049709,0.00000606267,0.0002848647],"genre_scores_gemma":[0.9994367,0.0001824869,0.0001114078,0.00001280216,0.00001342999,0.000004864173,0.0001439033,0.000002489939,0.00009189204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151995,"threshold_uncertainty_score":0.005085588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08223809029154454,"score_gpt":0.3100472592917922,"score_spread":0.2278091690002476,"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."}}