{"id":"W7019580283","doi":"","title":"Genetic and Epidemiological Studies in Multiple Sclerosis","year":2008,"lang":"en","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Epidemiology; Disease; Genetic predisposition; Human leukocyte antigen; Genetic epidemiology; Central nervous system; Immunogenetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00506337,0.0002184861,0.0003745052,0.003043009,0.000658667,0.0009068901,0.0004114262,0.0008101476,0.006290951],"category_scores_gemma":[0.02220441,0.0001320715,0.0003640696,0.009420231,0.0004648059,0.0005035434,0.0008222774,0.0004886348,0.0007260566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003365242,"about_ca_system_score_gemma":0.0005334246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008348393,"about_ca_topic_score_gemma":0.006652513,"domain_scores_codex":[0.9950141,0.003364505,0.0004801353,0.0004569205,0.0005401092,0.000144198],"domain_scores_gemma":[0.9861395,0.008155801,0.002717934,0.001096056,0.001244168,0.000646463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002214489,0.00009336128,0.9477791,0.0004644158,0.0008883809,0.0007181644,0.0006781318,0.0001925757,0.0003845107,0.004450485,0.005358796,0.03877059],"study_design_scores_gemma":[0.0000219287,0.0000649936,0.9804286,0.0002872815,0.0003114939,0.001100226,0.0005219727,0.0001642814,0.0001126432,0.00278996,0.01418385,0.00001268212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7899668,0.08830675,0.004667667,0.01326061,0.0006471511,0.0001618703,0.0151307,0.0001308868,0.08772761],"genre_scores_gemma":[0.97369,0.01485939,0.002788172,0.001390209,0.0004298565,0.0001112213,0.001957944,0.00003504982,0.004738161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008348393,"threshold_uncertainty_score":0.02677798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519946574482502,"score_gpt":0.3606735613191362,"score_spread":0.2086789038708861,"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."}}