{"id":"W4391282660","doi":"10.1177/19418744241230728","title":"Characteristics and Outcomes of 7620 Multiple Sclerosis Patients Admitted With COVID-19 in the United States","year":2024,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"Agency for Healthcare Research and Quality","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Multiple sclerosis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Virology; Intensive care medicine; Pediatrics; Psychiatry; Disease; Pathology; Outbreak; Infectious disease (medical specialty)","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":[0.0004066144,0.000277193,0.0003372367,0.0009220492,0.0006800758,0.0006701676,0.0003011088,0.0004024467,0.001313546],"category_scores_gemma":[0.001636087,0.000248388,0.0003375188,0.001470754,0.0003351993,0.0005783174,0.00071461,0.0005524163,0.0002577861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009181446,"about_ca_system_score_gemma":0.0007815784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130324,"about_ca_topic_score_gemma":0.01800721,"domain_scores_codex":[0.9995047,0.00006247055,0.0001078504,0.0001034407,0.00009564016,0.0001258506],"domain_scores_gemma":[0.9985623,0.0000999734,0.0007028285,0.00004392732,0.0001537087,0.0004373469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000022202,0.00001699942,0.9994603,0.000004314352,0.000006929587,0.0000576338,0.00005186896,0.00001322334,0.00003001793,0.000004933958,0.0001175096,0.0002142467],"study_design_scores_gemma":[0.000004432253,0.0000644834,0.9989007,0.00001201184,0.000006917482,0.0002773065,0.0004532998,0.00007078558,0.00001968359,0.00001185093,0.0001750866,0.000003470876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981924,0.0001357228,0.0000197615,0.00009170362,0.000007740397,0.000009796189,0.001153752,0.000002578269,0.0003866156],"genre_scores_gemma":[0.9979326,0.0001256802,0.00002926664,0.00009788798,0.00001291068,0.00001438305,0.001654338,0.000001733663,0.0001311592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0130324,"threshold_uncertainty_score":0.02591312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131908417492829,"score_gpt":0.2771582166420884,"score_spread":0.2558391324671601,"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."}}