{"id":"W2100819847","doi":"10.1136/bmjopen-2014-005718","title":"The Canadian survey of health, lifestyle and ageing with multiple sclerosis: methodology and initial results","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; McGill University; University of Calgary; University of Saskatchewan; University of Alberta; London Health Sciences Centre; St. Michael's Hospital; Dalhousie University; University of British Columbia; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; EMD Serono; Public Health Agency; Health Canada; Genentech; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; University of Alberta; Biogen; Saskatoon City Hospital Foundation; Newfoundland and Labrador Centre for Applied Health Research; Physiotherapy Foundation of Canada; Multiple Sclerosis Scientific Research Foundation; Arnold P. Gold Foundation; Teva Pharmaceutical Industries; Public Health Agency of Canada; Daiichi Sankyo Europe; Bayer HealthCare; Sanofi","keywords":"Medicine; Multiple sclerosis; Gerontology; Epidemiology; Public health; Ageing; Family medicine; Environmental health; Pathology; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00561884,0.001057994,0.0009654357,0.005047722,0.003854979,0.001258442,0.001986088,0.0006611446,0.004708102],"category_scores_gemma":[0.007270294,0.000572324,0.001229291,0.01630475,0.0006503825,0.0005210651,0.002078857,0.0008431568,0.001413675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03673814,"about_ca_system_score_gemma":0.06370223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988049,"about_ca_topic_score_gemma":0.9909445,"domain_scores_codex":[0.9945127,0.0007900915,0.0004981467,0.0004467733,0.003134534,0.000617763],"domain_scores_gemma":[0.9913925,0.0002121501,0.0004927132,0.0002511999,0.006855033,0.0007965335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005748841,0.0003898419,0.4795062,0.005145204,0.0004077291,0.0002428528,0.005038973,0.001181755,0.001404063,0.003331702,0.3422456,0.1605311],"study_design_scores_gemma":[0.00009526414,0.00008396823,0.9326011,0.0005057781,0.00006616689,0.0000600875,0.001193975,0.0002859439,0.0001562333,0.0001214925,0.06478277,0.00004725813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1731115,0.01123002,0.008451653,0.004513577,0.0005740934,0.03235741,0.7141687,0.0004612649,0.05513177],"genre_scores_gemma":[0.3812735,0.02297712,0.05276009,0.004106071,0.0003397232,0.05254987,0.4421745,0.0002270025,0.04359218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03673814,"threshold_uncertainty_score":0.2665551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4544779233264317,"score_gpt":0.4739154289190746,"score_spread":0.0194375055926429,"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."}}