{"id":"W2047826818","doi":"10.1017/s0317167100015961","title":"The Incidence and Prevalence of Multiple Sclerosis in Nova Scotia, Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University Health Centre; University of British Columbia; Dalhousie University; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Public Health Agency; Schweizerische Multiple Sklerose Gesellschaft; Multiple Sclerosis Society of Canada; Public Health Agency of Canada; Multiple Sclerosis Society; European Committee for Treatment and Research in Multiple Sclerosis; Health Sciences Centre Foundation; Manitoba Health Research Council; AstraZeneca; Alberta Health Services; Michael Smith Health Research BC; Bayer Canada; Biogen; EMD Serono; Canadian Health Services Research Foundation; University of British Columbia; Sanofi; Teva Pharmaceutical Industries","keywords":"Nova scotia; Incidence (geometry); Medicine; Demography; Population; Kappa; Cohen's kappa; Prevalence; McDonald criteria; Epidemiology; Multiple sclerosis; Geography; Environmental health; Statistics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0008525809,0.0003052383,0.0003034674,0.002995865,0.001314964,0.001096708,0.0009305466,0.0003193674,0.001468289],"category_scores_gemma":[0.004240179,0.0003011987,0.0003881411,0.003494786,0.0006575296,0.0002175521,0.0007985603,0.0004220798,0.0002415898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02377467,"about_ca_system_score_gemma":0.0281654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955003,"about_ca_topic_score_gemma":0.9950243,"domain_scores_codex":[0.9985917,0.0001537214,0.0001519388,0.0001784863,0.0005846707,0.0003395115],"domain_scores_gemma":[0.9948195,0.0003349922,0.001102729,0.0001007729,0.002799196,0.000842789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005612339,0.00001523389,0.9885055,0.0002114494,0.00007440064,0.0002809447,0.0004645443,0.0002684912,0.0002204292,0.0001176517,0.003209156,0.006576192],"study_design_scores_gemma":[0.000004142499,0.000006638491,0.9986283,0.00006803509,0.00001301557,0.00009912933,0.000260066,0.0001558655,0.00002197799,0.00001204933,0.0007260418,0.000004658297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421624,0.009199374,0.0004534946,0.001936433,0.000135371,0.0002019116,0.03487045,0.00006073318,0.01097983],"genre_scores_gemma":[0.9913521,0.002319941,0.0004550991,0.0002052085,0.00001886857,0.00004003808,0.003988532,0.000006964658,0.001613237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02377467,"threshold_uncertainty_score":0.1724981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07069546303337157,"score_gpt":0.2867227660681756,"score_spread":0.2160273030348041,"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."}}