{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003983638,0.0002433164,0.0004986208,0.0005365788,0.001456709,0.0003413181,0.001415266,0.00009791357,0.0001155374],"category_scores_gemma":[0.01068372,0.0001362336,0.0001080306,0.001208714,0.009737504,0.0006989948,0.0001257336,0.001077776,0.000001264838],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068989,"about_ca_system_score_gemma":0.006418169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5913413,"about_ca_topic_score_gemma":0.9873134,"domain_scores_codex":[0.9956058,0.0006635429,0.0009680864,0.0004031619,0.001116359,0.001243024],"domain_scores_gemma":[0.9948085,0.00210904,0.000602536,0.0001693052,0.0007862376,0.001524357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004615886,0.00001454629,0.9926165,0.00002467915,0.000009157082,0.0004933621,0.0001554712,0.0002946619,0.00026432,0.0000466423,0.0007972608,0.005237261],"study_design_scores_gemma":[0.000321842,0.01199311,0.9817309,0.0001392047,0.0000140188,0.003032964,0.0003315443,0.00129486,0.0001834592,0.0006538698,0.0001769723,0.0001272062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860968,0.00351986,0.000002728926,0.009242881,0.0003440219,0.0003120881,0.000007999509,0.00000391276,0.0004697198],"genre_scores_gemma":[0.9962859,0.001730547,0.0007143383,0.001156313,0.00008098779,0.000003371552,4.911221e-8,0.000006750927,0.00002169703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3959722,"threshold_uncertainty_score":0.9998432,"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."}}