{"id":"W4411778925","doi":"10.1002/acn3.70113","title":"Cervical Spinal Cord Magnetization Transfer Ratio and Its Relationship With Clinical Outcomes in Multiple Sclerosis","year":2025,"lang":"en","type":"article","venue":"Annals of Clinical and Translational Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Women and Children’s Health Research Institute; Providence Health Care; University of Alberta; Centre Hospitalier de l’Université de Montréal; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of British Columbia; St. Michael's Hospital; Polytechnique Montréal; Toronto Metropolitan University; Mila - Quebec Artificial Intelligence Institute; University of Toronto","funders":"Pfizer Canada; EMD Serono; National Institutes of Health; University of Toronto; University of Cambridge; Johns Hopkins University; Multiple Sclerosis Society of Canada; F. Hoffmann-La Roche; Biogen; Government of Alberta; Sanofi; St. Michael's Hospital Foundation; Fondation Brain Canada; Pfizer; Eli Lilly and Company","keywords":"Medicine; Multiple sclerosis; Expanded Disability Status Scale; Magnetization transfer; Magnetic resonance imaging; Spinal cord; Clinically isolated syndrome; Internal medicine; Nuclear medicine; Radiology; 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":[0.0009316622,0.0003295266,0.0002293886,0.00102226,0.0003443564,0.0003647144,0.0004240899,0.0004242362,0.001145958],"category_scores_gemma":[0.003867153,0.00007243612,0.000159126,0.0008700805,0.0004623794,0.0002278835,0.0003562611,0.0003359658,0.0001895021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019288,"about_ca_system_score_gemma":0.0008651933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0627709,"about_ca_topic_score_gemma":0.0537882,"domain_scores_codex":[0.9996352,0.00005103143,0.00003467341,0.00008423616,0.0001499242,0.00004489632],"domain_scores_gemma":[0.9980959,0.0002763821,0.0009290229,0.00007950398,0.0004259275,0.0001931682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005059357,0.00004693466,0.991848,0.00004239793,0.0001644548,0.00007096554,0.0001151816,0.0001775566,0.00145962,0.00001717397,0.00009380521,0.005457971],"study_design_scores_gemma":[0.000002925063,0.00005490724,0.9996156,0.000003801759,0.0000157982,0.00006284768,0.00002157128,0.00009406435,0.00008009005,0.00001089684,0.00003603712,0.000001520736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984546,0.0005357142,0.00009052981,0.00004861551,0.000002254195,0.0000131597,0.0003237523,0.00001105891,0.000520205],"genre_scores_gemma":[0.9995381,0.00006134656,0.00008718897,0.000005608554,0.000003535402,0.000005512752,0.0002067018,0.000001832985,0.00009019554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0627709,"threshold_uncertainty_score":0.1248111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3796431909415353,"score_gpt":0.4669181644318164,"score_spread":0.08727497349028113,"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."}}