{"id":"W3207775241","doi":"10.1038/s41598-021-99481-9","title":"Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"North Carolina Translational and Clinical Sciences Institute, University of North Carolina at Chapel Hill; U.S. National Library of Medicine; National Institute of Environmental Health Sciences; National Institute of Neurological Disorders and Stroke; National Institute of Allergy and Infectious Diseases; Università degli Studi di Pavia; University of North Carolina at Chapel Hill; National Institutes of Health; National Center for Advancing Translational Sciences; Université Paris-Saclay; National Heart, Lung, and Blood Institute; Great Ormond Street Hospital for Children; Division of Cancer Prevention, National Cancer Institute; National Cancer Institute; Albert-Ludwigs-Universität Freiburg; British Heart Foundation; Assistance publique-Hôpitaux de Paris; Georgia Clinical and Translational Science Alliance","keywords":"Coronavirus disease 2019 (COVID-19); Phenotype; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Medicine; Betacoronavirus; Virology; Biology; Genetics; Internal medicine; Gene; Outbreak; Disease; 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":[0.001231854,0.0002415023,0.0003148333,0.00081184,0.0003326252,0.0005898392,0.0004758003,0.000313473,0.00120565],"category_scores_gemma":[0.003274566,0.0002078135,0.000425732,0.00124738,0.0002857372,0.0004600596,0.001052134,0.0004551039,0.000157487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000336395,"about_ca_system_score_gemma":0.0002986829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009834443,"about_ca_topic_score_gemma":0.01176091,"domain_scores_codex":[0.9991868,0.000269882,0.0001135159,0.000201818,0.0001002135,0.0001278425],"domain_scores_gemma":[0.9968616,0.0003957041,0.001859517,0.0003056689,0.0002777118,0.0002998119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001647536,0.000004168585,0.999691,0.000001703334,0.00001253329,0.00001380915,0.00002132569,0.00001256201,0.00004810582,0.000003321968,0.00003060009,0.0001443436],"study_design_scores_gemma":[0.000001389749,0.00001308573,0.9996852,0.000002618784,0.000004616033,0.00005520922,0.00008953916,0.00009098824,0.00001844238,0.000005069189,0.00003293469,0.000001104866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991486,0.00005182535,0.00004916318,0.00002757063,0.000003508681,0.000004669765,0.0005836503,0.000001477446,0.0001296084],"genre_scores_gemma":[0.998934,0.00003319552,0.0000676374,0.00002535027,0.000005957717,0.00000751992,0.0008892703,0.000001419182,0.00003557246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009834443,"threshold_uncertainty_score":0.01955438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009624623403542762,"score_gpt":0.2689807056038087,"score_spread":0.259356082200266,"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."}}