{"id":"W4366149330","doi":"10.1136/jnnp-2022-330726","title":"Disability accrual in primary and secondary progressive multiple sclerosis","year":2023,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; St. Michael's Hospital; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Health and Medical Research Council; Sanofi Genzyme; Teva Pharmaceutical Industries; Multiple Sclerosis Australia; Ain Shams University; Biogen; Medical Research Council; Sanofi","keywords":"Medicine; Expanded Disability Status Scale; Accrual; Hazard ratio; Cohort; Cohort study; Internal medicine; Pediatrics; Physical therapy; Multiple sclerosis; Confidence interval; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004312329,0.0002827761,0.0004235063,0.001468583,0.0001916797,0.000705256,0.0005357915,0.0003889274,0.002602241],"category_scores_gemma":[0.007546816,0.0001803464,0.001252317,0.0008234524,0.0004329948,0.0004931803,0.001026812,0.0005662361,0.0002931287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006478315,"about_ca_system_score_gemma":0.0004719916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003278622,"about_ca_topic_score_gemma":0.00178434,"domain_scores_codex":[0.9984779,0.000586174,0.0001140777,0.0003483748,0.0002719709,0.0002015279],"domain_scores_gemma":[0.9952217,0.001289165,0.00241095,0.0003853823,0.0002557148,0.0004370828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001884459,0.00006637378,0.9878486,0.00008604203,0.0005499846,0.00009904162,0.0001239543,0.0006487331,0.0001390662,0.0002262601,0.0002727558,0.008054687],"study_design_scores_gemma":[0.00005742823,0.0003483266,0.9977053,0.00002246223,0.0001095424,0.000360716,0.00006725716,0.0005763057,0.00008522966,0.000288464,0.000374095,0.000005028005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996731,0.001416806,0.0003033233,0.00009389817,0.000009262433,0.00002494138,0.0008236038,0.00001144325,0.0005857621],"genre_scores_gemma":[0.9990952,0.0001477994,0.00006361618,0.00001452864,0.000007728117,0.00001171917,0.0005025134,0.000002511413,0.0001545244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004312329,"threshold_uncertainty_score":0.02280599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05135208103718267,"score_gpt":0.3036624432665933,"score_spread":0.2523103622294106,"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."}}