{"id":"W2200581100","doi":"10.1177/2055217315600193","title":"Multiple sclerosis in Latin America: A different disease course severity? A collaborative study from the MSBase Registry","year":2015,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Cégep de Lévis; Hôpital Charles-Le Moyne; Hôpital Notre-Dame","funders":"EMD Serono; H. Lundbeck A/S; Novartis Pharma; Multiple Sclerosis Society; Sanofi; Guthy-Jackson Charitable Foundation; Canadian Institutes of Health Research; Ministère de la Santé et des Services sociaux; Teva Pharmaceutical Industries; Biogen","keywords":"Multiple sclerosis; Latin Americans; Medicine; Demography; Disease; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001110441,0.0005184983,0.0009859288,0.0001077963,0.0005712399,0.00023279,0.0003393574,0.0001507473,0.0001459341],"category_scores_gemma":[0.001791936,0.0003491523,0.00038592,0.0004718149,0.0009109495,0.0003537237,0.0002052243,0.001227524,0.00002144179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174181,"about_ca_system_score_gemma":0.0004505768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004869526,"about_ca_topic_score_gemma":0.0006776251,"domain_scores_codex":[0.9943078,0.001176287,0.001483389,0.0008189345,0.001619694,0.0005938882],"domain_scores_gemma":[0.9947699,0.002636681,0.0003544173,0.000475736,0.0003908215,0.001372476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006701204,0.008645634,0.9696612,0.000009108184,0.0005097932,0.00007669311,0.005119691,0.00008355307,0.002353138,0.000006078351,0.001290141,0.005543811],"study_design_scores_gemma":[0.02443465,0.001074043,0.9470487,0.0003958717,0.0001878025,0.000007173325,0.02014396,0.005712887,0.0002263237,0.00006138672,0.0003514116,0.0003557569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846817,0.004388845,0.0001118475,0.007931456,0.0003282005,0.001761717,0.0007020737,0.00004763577,0.00004657379],"genre_scores_gemma":[0.9956152,0.00125469,0.00126225,0.000714762,0.0006962805,0.000235618,0.0001300838,0.00005143083,0.00003969163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02261242,"threshold_uncertainty_score":0.999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2303020520592726,"score_gpt":0.3950978019146475,"score_spread":0.1647957498553748,"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."}}