{"id":"W1989502043","doi":"10.1016/j.ncl.2010.12.010","title":"Epidemiology of Multiple Sclerosis","year":2011,"lang":"en","type":"article","venue":"Neurologic Clinics","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Wellcome Trust","keywords":"Multiple sclerosis; Medicine; Epidemiology; Circumstantial evidence; Etiology; Disease; Immunology; Pathology","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":[0.001192486,0.0002024434,0.0004007411,0.004948089,0.0004974211,0.001204493,0.0003937549,0.0005985464,0.002703689],"category_scores_gemma":[0.006959734,0.0003164125,0.0005702651,0.006770424,0.0003613187,0.0008685957,0.0007804746,0.0008956715,0.0003579321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007603014,"about_ca_system_score_gemma":0.001075087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01348288,"about_ca_topic_score_gemma":0.01145784,"domain_scores_codex":[0.9968849,0.001394054,0.0005317613,0.0005056214,0.0004531203,0.0002304619],"domain_scores_gemma":[0.9931919,0.001295016,0.003413477,0.0005305906,0.001036735,0.0005323024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004703374,0.00003386499,0.9910767,0.0001080888,0.000215092,0.00009460183,0.00008519302,0.00005608288,0.0001434175,0.0003774392,0.0009009623,0.006861452],"study_design_scores_gemma":[0.000003521033,0.00004012028,0.9967571,0.0001073778,0.00006206884,0.0005845915,0.0002174426,0.00009561486,0.00003831138,0.0001831499,0.001906567,0.000004297795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9060757,0.06566773,0.001213358,0.003582988,0.0002713113,0.00006673556,0.007462972,0.00006208023,0.01559716],"genre_scores_gemma":[0.9847259,0.0113064,0.0004895459,0.0003264764,0.0002879782,0.00003213504,0.001792388,0.000007858014,0.001031362],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01348288,"threshold_uncertainty_score":0.0268088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5049606558435294,"score_gpt":0.4067356103645287,"score_spread":0.0982250454790008,"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."}}