{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007532449,0.0003081212,0.0004333852,0.000609972,0.0007819548,0.001197853,0.0004279783,0.0007339029,0.003687676],"category_scores_gemma":[0.003777015,0.0001370326,0.0005505389,0.0008874087,0.0003196443,0.0007027947,0.0008150056,0.00124655,0.0005178765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006045783,"about_ca_system_score_gemma":0.0007577113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004755868,"about_ca_topic_score_gemma":0.008638353,"domain_scores_codex":[0.999503,0.00008635683,0.00008788338,0.0000661944,0.00009786407,0.0001586842],"domain_scores_gemma":[0.9967908,0.0004516117,0.001417112,0.0000967157,0.0004783664,0.0007652494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002257942,0.00003516306,0.9977088,0.00001102729,0.00003675111,0.00007699724,0.00001405485,0.00004621978,0.00003958711,0.00003238332,0.0002246903,0.001548534],"study_design_scores_gemma":[0.00001002316,0.0001551696,0.9983827,0.00002737627,0.00004772058,0.000400775,0.0001266333,0.0002566418,0.00005804711,0.0001525691,0.0003751309,0.000007205643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906865,0.001718258,0.0001261071,0.0004860243,0.00006817925,0.00001758452,0.00147116,0.00001213009,0.005414104],"genre_scores_gemma":[0.9974649,0.0003224477,0.00007712876,0.00005026696,0.00004844409,0.000008478369,0.00141009,0.000002981821,0.000615313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004755868,"threshold_uncertainty_score":0.01233649,"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."}}