{"id":"W3172882514","doi":"10.1016/j.jneuroim.2021.577627","title":"Update on the management of multiple sclerosis during the COVID-19 pandemic and post pandemic: An international consensus statement","year":2021,"lang":"en","type":"review","venue":"Journal of Neuroimmunology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Health and Medical Research Council; Sanofi Genzyme; Novartis Pharma; EMD Serono; Mitsubishi Tanabe Pharma Corporation; Sanofi; Bayer HealthCare; Multiple Sclerosis Society of Canada; Ironwood Pharmaceuticals, Incorporated; St. Michael's Hospital Foundation; AbbVie Biotherapeutics; Fondation Brain Canada; Alexion Pharmaceuticals; Multiple Sclerosis Australia; Teva Pharmaceutical Industries; Medical Research Council; Biogen; Celgene","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Statement (logic); 2019-20 coronavirus outbreak; Multiple sclerosis; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Medicine; Virology; Intensive care medicine; Political science; Pathology; Psychiatry; Infectious disease (medical specialty); Law; Disease; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005572268,0.001109866,0.003934103,0.004454844,0.0004654657,0.002464633,0.002505455,0.003925673,0.004327128],"category_scores_gemma":[0.01168373,0.0005740359,0.003133418,0.00333091,0.0006231035,0.00278508,0.00163997,0.004035194,0.001733723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725572,"about_ca_system_score_gemma":0.007219474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004844933,"about_ca_topic_score_gemma":0.01140276,"domain_scores_codex":[0.9979841,0.0005088744,0.000658648,0.0001650357,0.0005708294,0.0001125735],"domain_scores_gemma":[0.9920372,0.004538084,0.001184469,0.00009738332,0.001848978,0.0002938636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000281515,0.0000885949,0.000348019,0.1131186,0.0008430592,0.0002369782,0.0001421272,0.0003389369,0.0005830374,0.002018915,0.1971294,0.6848709],"study_design_scores_gemma":[0.0002088002,0.0001562861,0.001522914,0.1483896,0.002535575,0.000647086,0.0001235775,0.00011436,0.00015219,0.001624621,0.8444743,0.00005064716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000056031,0.9935473,0.0001215732,0.003937403,0.001752984,0.00002332461,0.0001294255,0.00000978841,0.0004222464],"genre_scores_gemma":[0.0004083273,0.9939473,0.000426167,0.003672337,0.001078485,0.00003252666,0.0001545721,0.000002829006,0.0002774687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005572268,"threshold_uncertainty_score":0.02946937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2849668607130361,"score_gpt":0.4211741315784111,"score_spread":0.136207270865375,"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."}}