{"id":"W3053671123","doi":"10.1007/s00415-020-10160-7","title":"The emotional impact of the COVID-19 pandemic on individuals with progressive multiple sclerosis","year":2020,"lang":"en","type":"article","venue":"Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Fondazione Italiana di Ricerca per la Sclerosi Laterale Amiotrofica; MedDay Pharmaceuticals; Ministero della Salute; University College London; University of Cambridge; National Heart, Lung, and Blood Institute; Multiple Sclerosis Society; BioDelivery Sciences International; Sanofi; GW Pharmaceuticals; TG Therapeutics; Celgene; Fondazione Italiana Sclerosi Multipla; CSL Behring; National Institute for Health and Care Research; Medical Research Council; Teva Pharmaceutical Industries; Sanofi Genzyme; University of Alabama at Birmingham; AveXis; Pfizer; Biogen; University of Alabama; Multiple Sclerosis Society of Canada; Johns Hopkins University; National Institutes of Health; Rosetrees Trust; European Genomic Institute for Diabetes; Horizon Pharmaceuticals; Genentech; National Multiple Sclerosis Society","keywords":"Anxiety; Depression (economics); Quality of life (healthcare); Medicine; Neurology; Multiple sclerosis; Coronavirus disease 2019 (COVID-19); Pandemic; Rehabilitation; Psychiatry; Clinical psychology; Psychology; Disease; Physical therapy; Internal medicine","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":[0.0006798367,0.0001634229,0.0002268201,0.0001389049,0.0003256757,0.0002559886,0.00009922206,0.0002743333,0.002061087],"category_scores_gemma":[0.001940361,0.00006646018,0.0003557005,0.0001456777,0.0001844341,0.0002417213,0.0004145648,0.0003227459,0.000129493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363567,"about_ca_system_score_gemma":0.000195298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006301801,"about_ca_topic_score_gemma":0.001386005,"domain_scores_codex":[0.9997283,0.0001308959,0.0000208612,0.00001967063,0.00004167204,0.00005859547],"domain_scores_gemma":[0.9993544,0.0001660727,0.000253029,0.00001874085,0.0000568086,0.0001509498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006993136,0.002247903,0.8974392,0.0006465,0.0003878491,0.0003376251,0.0007656459,0.0003647643,0.00366577,0.00003847129,0.0005344899,0.08657864],"study_design_scores_gemma":[0.0001843204,0.007594585,0.9906644,0.00005667019,0.0001075754,0.0002290217,0.0003917335,0.00009601443,0.0002502431,0.00002606211,0.0003938875,0.000005525207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987044,0.0004806859,0.00002014955,0.0001215763,0.000008407731,0.0000244554,0.00005146015,0.000001341185,0.0005875362],"genre_scores_gemma":[0.9993655,0.0002737304,0.00005832683,0.00008612208,0.00001722583,0.00002238848,0.00004509349,2.806455e-7,0.000131321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002061087,"threshold_uncertainty_score":0.006895065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724671153030992,"score_gpt":0.3744166984927623,"score_spread":0.201949583189663,"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."}}