{"id":"W3209155405","doi":"10.1212/wnl.96.15_supplement.1556","title":"Clinical Characteristics and Outcomes of Multiple Sclerosis Patients with COVID-19 in Toronto, Canada (1556)","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Multiple sclerosis; Medicine; Coronavirus Infections; Virology; Psychiatry; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003104971,0.0004008863,0.0004162704,0.000980705,0.002255845,0.0008531571,0.0007849146,0.0004247637,0.002991931],"category_scores_gemma":[0.001088518,0.0003122941,0.0003577271,0.003498506,0.0004501806,0.0004174403,0.0007104449,0.0007571418,0.0005774373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01291172,"about_ca_system_score_gemma":0.009323181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9489945,"about_ca_topic_score_gemma":0.9731514,"domain_scores_codex":[0.9993542,0.00003158649,0.00006815197,0.00008746681,0.000191763,0.0002667937],"domain_scores_gemma":[0.9982617,0.00004390686,0.0004143843,0.00004359028,0.0005904177,0.0006460008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073046,0.00004135413,0.9956378,0.00003095711,0.0000397466,0.0001804998,0.0003625879,0.00005075118,0.0001339778,0.00003703738,0.001933009,0.001444935],"study_design_scores_gemma":[0.00001005205,0.00003742002,0.9986615,0.00002472888,0.00001791873,0.0001247901,0.0005166338,0.00004031176,0.00002436447,0.000009531142,0.0005265238,0.000006115495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832375,0.000960239,0.00005707683,0.0003061714,0.00002915806,0.00006048325,0.01189379,0.00001087541,0.003444683],"genre_scores_gemma":[0.9914609,0.0005213922,0.00007214089,0.0001729458,0.00002098769,0.00003430922,0.006359988,0.000004832134,0.001352502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05100554,"threshold_uncertainty_score":0.1026118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06854885441284035,"score_gpt":0.3432688486080976,"score_spread":0.2747199941952572,"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."}}