{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039736,0.0002525706,0.0003788619,0.0002504463,0.0003140272,0.0001020406,0.0002313702,0.00006874452,0.00003023499],"category_scores_gemma":[0.001090177,0.0001501134,0.00005786867,0.0008640711,0.000354123,0.0001234871,0.0001091469,0.0007049757,0.00002223149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002453054,"about_ca_system_score_gemma":0.0001435032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570379,"about_ca_topic_score_gemma":0.3221714,"domain_scores_codex":[0.9973637,0.0003517248,0.0003997974,0.0006566848,0.0005249497,0.0007030873],"domain_scores_gemma":[0.9983622,0.001008888,0.00003284707,0.0003142253,0.00006335948,0.0002184102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007580274,0.0004567444,0.8421295,0.0000282929,0.00003610653,0.00005770655,0.0009333189,0.00008334923,0.00003977962,0.0001079586,0.0000160018,0.1553532],"study_design_scores_gemma":[0.001066487,0.001396979,0.9846057,0.0001293169,0.00001976296,0.000001575447,0.001212045,0.005976674,0.000004354561,0.0007815361,0.004648246,0.000157371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758356,0.007280815,0.0002052487,0.009160329,0.0003063649,0.006207269,0.00001843724,0.0001225322,0.0008633608],"genre_scores_gemma":[0.991672,0.006824504,0.00006288067,0.0007283512,0.0000486809,0.0005894747,0.000005813936,0.00002984687,0.00003838294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.320601,"threshold_uncertainty_score":0.6901972,"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."}}