{"id":"W3048867974","doi":"10.1016/j.parkreldis.2020.08.012","title":"Predictors of COVID-19 outcome in Parkinson's disease","year":2020,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico; Fondazione I.R.C.C.S. Istituto Neurologico Carlo Besta; Iran University of Medical Sciences; Università di Pisa; University Health Network","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Dementia; Disease; Cohort; Obesity; Internal medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Parkinson's disease; Pediatrics; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000239367,0.0004640614,0.0007748923,0.0003086407,0.0001117346,0.00001963864,0.0002500853,0.0002358648,0.0005602288],"category_scores_gemma":[0.0007865637,0.0004372498,0.000406571,0.0008715789,0.0002018474,0.0001450291,0.0001037924,0.0004110512,0.0001393576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117685,"about_ca_system_score_gemma":0.0005686348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002140227,"about_ca_topic_score_gemma":0.00002855981,"domain_scores_codex":[0.996839,0.0001700356,0.0008883701,0.0008553051,0.0006389693,0.0006083363],"domain_scores_gemma":[0.997027,0.0001176265,0.0002946178,0.0005009337,0.00004446946,0.002015364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001825034,0.001272661,0.9813926,0.0004944041,0.0004688456,0.0005994761,0.001599111,0.0006867853,0.0001502964,0.0005522092,0.000993992,0.009964637],"study_design_scores_gemma":[0.01030754,0.0004534574,0.2182465,0.00007632146,0.0005645141,0.000008291011,0.0004095534,0.002363525,0.00008467632,0.001717674,0.7653209,0.0004470542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745866,0.005711277,0.0004384153,0.01299068,0.0003545527,0.001526135,0.000204166,0.000377149,0.003811009],"genre_scores_gemma":[0.9947829,0.001543533,0.000257822,0.002818412,0.00004325691,0.0001242627,0.0001621808,0.00008354706,0.0001840516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7643269,"threshold_uncertainty_score":0.999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118956920064929,"score_gpt":0.2775662053184469,"score_spread":0.2563766361177977,"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."}}