{"id":"W4402546531","doi":"10.1177/17562864241273045","title":"The Canadian Prospective Cohort Study to understand progression in multiple sclerosis: baseline characteristics","year":2024,"lang":"en","type":"article","venue":"Therapeutic Advances in Neurological Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Manitoba; Providence Health Care; University of British Columbia; University of Calgary; Centre Hospitalier de l’Université de Montréal; University of Toronto; Women and Children’s Health Research Institute; University of Alberta; Centre for Advancing Health Outcomes; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; Michael Smith Health Research BC; Horizon Therapeutics; U.S. Department of Defense; Sanofi; Government of Alberta; Fondation Brain Canada; Teva Pharmaceutical Industries; Biogen; University of Toronto; Biogen Idec; Eli Lilly and Company; Arthritis Society; International Progressive MS Alliance; Roche; University of Calgary","keywords":"Medicine; Multiple sclerosis; Prospective cohort study; Baseline (sea); Cohort; Internal medicine; Oncology; Immunology","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":[0.002083791,0.000497936,0.0006717738,0.001854678,0.003192454,0.001036816,0.001082342,0.0006495979,0.003006926],"category_scores_gemma":[0.00405657,0.0003019457,0.000748117,0.005722137,0.0004571372,0.0004555873,0.0007061888,0.001061443,0.0003537113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009441702,"about_ca_system_score_gemma":0.01989493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9460704,"about_ca_topic_score_gemma":0.9633375,"domain_scores_codex":[0.9981762,0.000179537,0.0001190682,0.0003092401,0.0008882496,0.0003276428],"domain_scores_gemma":[0.997337,0.0001179981,0.0004052916,0.0001616952,0.00147415,0.0005038037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003011534,0.00004732893,0.9844406,0.0001187976,0.0002784924,0.0001091314,0.0003041117,0.0001374116,0.0001985929,0.0002809311,0.008281937,0.005501499],"study_design_scores_gemma":[0.00003863927,0.00002765276,0.9960634,0.0000426344,0.00006772482,0.00008167297,0.0001669645,0.00009779273,0.00001824452,0.00004947172,0.003335716,0.00001007703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338368,0.006013041,0.001329694,0.001846815,0.00014079,0.001524565,0.1385287,0.00007247594,0.01670711],"genre_scores_gemma":[0.9553885,0.002357421,0.00178111,0.0004300549,0.00004743509,0.0009341965,0.03620359,0.00002451591,0.002833203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05392957,"threshold_uncertainty_score":0.1084943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05701672225175849,"score_gpt":0.3518034886168417,"score_spread":0.2947867663650832,"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."}}