{"id":"W1965665283","doi":"10.1177/1352458511431729","title":"The frequency of CSF oligoclonal banding in multiple sclerosis increases with latitude","year":2011,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Cégep de Lévis; Hôpital Notre-Dame","funders":"Biogen; Novartis Pharma; Sanofi","keywords":"Multiple sclerosis; Medicine; Expanded Disability Status Scale; Cerebrospinal fluid; Internal medicine; Lumbar puncture; McDonald criteria; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001853129,0.0005017321,0.0009127886,0.0005478903,0.0009771639,0.0001368795,0.0006418906,0.0001747024,0.0002785709],"category_scores_gemma":[0.003313432,0.0003131992,0.0003513208,0.0008905751,0.0009312439,0.0005199168,0.0002641896,0.001163346,0.00002744171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003756126,"about_ca_system_score_gemma":0.0003469856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002897812,"about_ca_topic_score_gemma":0.004543243,"domain_scores_codex":[0.995133,0.0003802321,0.001278274,0.0005312798,0.001485715,0.001191466],"domain_scores_gemma":[0.995969,0.00139977,0.0005807767,0.0006867544,0.0007936929,0.0005700029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001391544,0.0008344126,0.9162338,0.00007502033,0.0004108112,0.00004746475,0.00165699,0.00004774207,0.07085197,0.00005513847,0.0003920464,0.008003107],"study_design_scores_gemma":[0.008378007,0.0006220151,0.9711661,0.001841624,0.0001011207,0.0001157537,0.001368191,0.0008284831,0.01504445,0.00007215706,0.0001217991,0.0003403265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953812,0.001562091,0.0003569331,0.0003702017,0.0001879882,0.0008443129,0.00005073951,0.0000634809,0.001183043],"genre_scores_gemma":[0.9804898,0.00448658,0.01438329,0.0001048771,0.0002723151,0.0001167611,0.000008609141,0.00008225769,0.00005554864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05580751,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781786164696066,"score_gpt":0.285962768091985,"score_spread":0.1077841516223784,"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."}}