{"id":"W3197430352","doi":"10.1016/j.parkreldis.2021.08.018","title":"Clinical perception and management of Parkinson's disease during the COVID-19 pandemic: A Canadian experience","year":2021,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; University of Calgary; McGill University; Montreal Neurological Institute and Hospital; University of Alberta; Université Laval","funders":"Health Canada; Parkinsonfonden; Canadian Institutes of Health Research; Parkinson Canada; Centre Hospitalier Universitaire de Québec; Québec Consortium for Drug Discovery; Consortium canadien en neurodégénérescence associée au vieillissement; Fonds de Recherche du Québec - Santé; Université Laval; Prothena; Parkinson's Foundation; Fondation Brain Canada; Biogen; ALS Society of Canada; McGill University; Jazz Pharmaceuticals; Teva Pharmaceutical Industries; Michael J. Fox Foundation for Parkinson's Research","keywords":"Medicine; Pandemic; Disease; Quality of life (healthcare); Population; Gerontology; Parkinson's disease; Coronavirus disease 2019 (COVID-19); Activities of daily living; Perception; Disease management; Social isolation; Psychology; Psychiatry; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0008853708,0.0002888713,0.0004020866,0.0004587642,0.006853829,0.001452915,0.0007078639,0.00058523,0.001732452],"category_scores_gemma":[0.002391196,0.0001979836,0.0003262252,0.001478045,0.001823786,0.0005550616,0.001254027,0.001195883,0.0001074874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02540548,"about_ca_system_score_gemma":0.02757349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9681758,"about_ca_topic_score_gemma":0.9817724,"domain_scores_codex":[0.9991404,0.0001492887,0.0000368515,0.00007248035,0.0002546952,0.0003463181],"domain_scores_gemma":[0.9982887,0.0001809754,0.0001902118,0.00002350943,0.0004901608,0.0008264792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005439737,0.0005345467,0.5712712,0.0005865032,0.0001121601,0.01032562,0.3434402,0.0003370951,0.002615956,0.001246133,0.009958928,0.05902762],"study_design_scores_gemma":[0.00004774094,0.0005754208,0.662535,0.0004104501,0.00006835908,0.005175825,0.3055276,0.0003589255,0.0002646255,0.0001632648,0.02471696,0.00015572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904525,0.001677247,0.00009394511,0.001633008,0.00004994496,0.0000615717,0.0001785559,0.000005357879,0.005847828],"genre_scores_gemma":[0.9970012,0.001475514,0.0000954179,0.0004656477,0.00001363123,0.00001097222,0.00007800203,0.000003630696,0.0008559954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03182423,"threshold_uncertainty_score":0.1843305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02839237054508774,"score_gpt":0.3187792985246248,"score_spread":0.2903869279795371,"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."}}