{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006332343,0.0001210318,0.000276652,0.0001953643,0.00007916124,0.00005011467,0.00006026743,0.00007291979,0.0002340377],"category_scores_gemma":[0.003415484,0.00009466531,0.00005880676,0.0006166217,0.0002146709,0.0001566113,0.0000668404,0.0001007488,0.000005211062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007734742,"about_ca_system_score_gemma":0.0007434544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001213744,"about_ca_topic_score_gemma":0.000006069415,"domain_scores_codex":[0.9978771,0.00009597556,0.000461565,0.0006164789,0.0007554565,0.0001934006],"domain_scores_gemma":[0.9984313,0.0000964766,0.0003370924,0.0004962528,0.0004368394,0.0002020609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002099609,0.0005477882,0.9767491,0.000169538,0.0000136551,0.001301312,0.0002118787,0.0000404602,0.02013341,0.00006138998,0.0002171404,0.0003444141],"study_design_scores_gemma":[0.001679674,0.0002428497,0.9889675,0.00005817392,0.00002742745,0.00009617235,0.000004128317,0.0001703858,0.005229353,0.000399482,0.003021245,0.0001036569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962864,0.000008244921,0.0002949828,0.001511676,0.001018555,0.0006179261,0.00000627997,0.00004371309,0.0002122103],"genre_scores_gemma":[0.9969596,0.000001042501,0.000756893,0.000801232,0.00002760982,0.00002414051,0.0008244199,0.000012287,0.0005927972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490405,"threshold_uncertainty_score":0.40889,"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."}}